Institute of Computer and Information Systems Faculty of Cybernetics Military University of Technology ANNUAL REPORT 2014

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1 Institute of Computer and Information Systems Faculty of Cybernetics Military University of Technology ANNUAL REPORT 2014 Warsaw Poland 2015

2 Institute of Computer and Information Systems Faculty of Cybernetics Military University of Technology Kaliskiego St. 2, Warsaw, Poland phone: , fax: Editorial Team: Andrzej Ameljańczyk, Prof., Ph.D. Ryszard Antkiewicz, Prof., Ph.D. Marian Chudy, Prof. Ph.D., (chief editor) Andrzej Najgebauer, Prof., Ph.D. Tadeusz Nowicki, Prof. Ph.D. Bolesław Szafrański, Prof. Ph.D. Zbigniew Tarapata, Prof. Ph.D. Andrzej Walczak, Prof., Ph.D. Kazimierz Worwa, Prof. Ph.D. Technical editing and DTP: Barbara Fedyna

3 Table of Contents 1. Basic information about the Institute Institute activity 1.2. Office of the Institute Director 1.3. Institute Organization 2. Institute Employees Full Professors 2.2. Associate Professors 2.3. Assistant Professors 2.4. Junior Member of Teaching/ Research Staff 2.5. Senior Lecturers 2.6. Lecturers 2.7. Instructors 2.8. Other Employees 3. Didactic activity Courses carried out in scope of I and II degree studies 3.2. Courses carried out in scope of doctoral studies 3.3. Courses carried out in scope of specialized courses (for MND) 4. Research and Scientific Activities Participation in the implementation of Project and research 4.2. Special achivements 5. Academic Titles and Degrees Doctor's Theses 5.2. Master's Theses 5.3. Bachelor's Theses 6. Publications Publications in Science Journals 6.2. Monographs, University Textbooks 7. Academic Conferences and Seminars Participation in Organizing Conferences 7.2. Participation in Conferences 7.3. Seminars

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5 1. Basic information about the institute 1.1. Institute activity The Institute of Computer and Information Systems has existed since 1994 and is a unit of the Faculty of Cybernetics at the Military University of Technology (WAT). The Institute s research and didactic employees are mainly graduates of WAT, the majority having at least the title of Doctor of Technical Sciences. They are wanted in the job market of specialists, employed in key public institutions and private enterprises in positions related to the deployment of information systems. The main areas of activity of the Institute are: teaching students at an engineering, master s and doctoral level scientific and research work projects and implementation. The teaching is conducted in form of stationary studies (during the day), non-stationary (weekends) and a postgraduate Computer Science studies, in two specialties: information systems and management information systems. Specialty Information Systems educates future analysts, programmers, designers, testing specialists, and IT consultants in the areas of: 1) structural methodologies and object-oriented systems development, 2) design and implementation of concurrent software, 3) designing relational and object-oriented databases, 4) design and implementation of process automating systems, 5) computer networks and operating systems software, 6) methods of computer simulation, 7) expert systems and neural networks, 8) models, methods and decision support tools and their practical applications, 9) methods of parallel and distributed computing, 10) methods of assessing the reliability of computer systems, 11) methods of ensuring information systems security. Specialty Management Information Systems educates future information management systems designers, consultants for IT management processes as well as implementation and improvement of systems management organization, specialists for quality assurance and information security in the area of: 1) information processes in an enterprise, 2) designing computer aided methods, monitoring and visualization of business processes, 3) business processes re-engineering, 4) designing relational and object-oriented databases, 5) ensuring efficiency of business processes, 6) structural methodologies and object-oriented systems development, 7) models and methods of planning and scheduling processes, 8) methods of computer simulation, expert systems, selected models and methods of operational research and their practical applications.... 1

6 ... Basic information about the Institute... The Institute also participates in education in the following specialties: computer systems, automated commanding systems, and from the academic year 2014/2015 it profiles another three specializations: management information systems in medicine, engineering of medical diagnosis (in the major IT in medicine) and information security (in the major cryptology and cyber security). Practical classes are held with students in the Faculty of Cybernetics laboratories that are fitted with modern equipment. Students use PC work stations with software for accessing the Internet and information systems used in the teaching process. The scientific work and research at the Institute of Computer and Information Systems are carried out in the field of: designing decision support information systems modeling and algorithmisizing decision-making processes in conflict and crisis situations modeling and designing medical decision support systems building simulation models of complex systems (technical, informational, economical, combat) methods and tools for designing information systems methods and tools for designing databases database systems and data warehousing designing distributed systems building intelligent security systems modeling and simulation of mobile telecommunication networks application of methods of artificial intelligence and operational research software engineering information management systems efficiency, operation and improvement of information systems software reliability mobile systems analysis and design of photonic data transmission systems. In order to obtain and complete research tasks at the Institute of Computer and Information Systems two teams were appointed: Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations (under the direction of Andrzej Najgebauer) and Research Team of Numerical Analyses and Processing of Video Information in Decision Support Systems in Medicine (under the direction of Andrzej Walczak). On the basis of an adequate supply of personnel and equipment base, these units offer the services of design and implementation, perform research, analyses and expertise in their respective specialties. The Institute of Computer and Information Systems is working with the Systems Research Institute at the Polish Academy of Sciences, AGH University of Science and Technology in Krakow, SAS Institute Polska, Credit Information Bureau, Warsaw University of Technology, The Main School of Fire Service (SGSP), National Defense University, University of Białystok, Rzeszów University of Technology, University of Information Technology and Management in Rzeszow, Military Communication Institute, Przemysłowy Instytut Telekomunikacji, Centrum Techniki Morskiej, Southampton University in the UK and the Institute of Physics at the University of Kiev. In 2014 the Institute completed three projects and three research papers: 1) project no. PBR-K 047/2011 entitled Modern technologies for/in a criminal trial and their use technical, forensic, criminology and legal aspects, 2...

7 ... Basic information about the Institute... 2) project no. PBST269/2012 entitled System of supporting simulation exercises and improving procedures in the activities of sanitary supervision authorities in cases of poisoning and infectious diseases transmitted by ingestion, 3) project no. PUM 253/2012 entitled EU NEC DEMO EU Network Enabled Capability Demonstration, Shared situational awareness in EU-led CMO, 4) research work no. RMN 697/2012 entitled Numerical models of electromagnetic propagation in hyperspectral photonic couplers, 5) research work no. RMN 880/2013 entitled Semantic indirect association identification using graph and logic reasoning methods for crisis situation assessment, 6) research work no. RMN 883/2013 entitled Models of the evolution of complex systems and methods of testing of characteristics for the needs of computer identification of crisis situations. Eight projects and five research works are still in progress: 1) project no. PBR 283/2012 entitled Advanced information technology supporting the processes of data analysis (mainly financial) in the area of financial crime, 2) project no. PBR 303/2012 entitled System of IT support of development of capacity and identification of the operational needs of the Polish Armed Forces, 3) project no. PBR 476/2013 entitled Virtual system of improving the tactics of the state border protection and border traffic control, 4) project no. PBR 080/2013 entitled Electronic system of management of the lifecycle of documents with different levels of sensitivity, 5) project no. PBR 082/2013 entitled Modern demonstrator of simulator for operators of rail vehicles increasing the efficiency and safety of their operations, 6) project funded by the European Regional Development Fund under the Operational Programme Infrastructure and Environment POIS /12 entitled Reconstruction of building no. 65 for the purposes of the Center for Advanced Studies of Systems Engineering of WAT in Warsaw, 7) project funded by the European Social Fund under the Human Capital Operational Programme POKL /12-00 entitled Science is fascinating with the Military University of Technology, 8) research project entitled Exploration and development of the system of simulation of military operations in cyberspace for the purposes of decision support (BOEING), 9) research work no. RMN 948/2014 entitled Method of sensory data fusion using semantic models and artificial intelligence, 10) research work no. RMN 949/2014 entitled Modeling, simulation and analysis of botnet threats, 11) research work no. RMN 950/2014 entitled High-performance implementations of generators of pseudo-random numbers for the needs of simulation of quantum computing, 12) research work no. RMN 954/2014 entitled Models and methods of computer analysis of the evolution of real networks, 13) research work PBS /2014/WAT entitled Problems of modeling and designing knowledgebased information systems for the needs of national security and public administration. In 2014 we published a total of 122 publications, among them: 43 articles published in peerreviewed journals listed in the Ministry of Science and Higher Education list B, 3 monographs and over 60 chapters in monographs.... 3

8 ... Basic information about the Institute... In accordance with the publishing calendar, we published two new issues of the scientific journal Bulletin of the Institute of Computer and Information Systems". Our Bulletin is a peer-reviewed journal, which publishes original works in the field of computer science and operational research, is scored according to the list of the Ministry of Science and Higher Education and indexed in BazTech and Index Copernicus (ICV index for 2013 amounts to 4.81). In 2014, the employees of the Institute of Computer and Information Systems participated in the organizing and scientific committees of five conferences, took part in twelve international scientific conferences and in over twenty international and national conferences organized in Poland. In 2014, like in previous years, student research teams from the Faculty of Cybernetics WAT marked their presence at international fairs and exhibitions of inventions, winning nine medals five gold, two silver and two bronze for the projects: CARE, CART, SENSE, PATRON and TESLA. The participation of our two scientific teams CyberMeds and ScienceSeargents in an international technology competition Imagine Cup 2014 also ended with great satisfaction. In the national finals of the competition in the category WorldCitizenship we took second place, and in the category Innovation third place. Also in competition for the best privacy-friendly mobile application (GIODO) organized by the Ministry of Administration and Digitization and the Inspector General for Personal Data Protection, we took second place. The mentors of the awarded teams are M. Chmielewski and R. Kasprzyk, lecturers from the Institute of Computer and Information Systems. For international achievements in the field of invention, the Minister of Science and Higher Education honored our young scientists with diplomas, and Rector-Commander of WAT distinguished them with the Rector's Award. On the Day of National Education, the Rector re also awarded to: M. Chudy (for the entirety of academic, didactic and organizational achievements) the team: A. Najgebauer, R. Wantoch-Rekowski, W. Kulas, J. Koszela, T. Drozdowski, D. Chmielewski, (G. Betliński, Ł. Matuszelański, M. Dąbkiewicz, K. Szumiec, M. Niedziela (Faculty of Cybernetics)) for the Development of Fire Control System (SKO) Simulator of the tower HITFIST 30P Rosomak (SKO - fighting module)". In 2014, at the Institute of Computer and Information Systems 4 doctors, 51 masters and 39 engineers were promoted Office of the Institute Director Director Zbigniew Tarapata, Ph.D., D.Sc., Associate Professor phone: zbigniew.tarapata@wat.edu.pl Deputy Director Maciej Kiedrowicz, Ph.D., Assistant Professor phone: maciej.kiedrowicz@wat.edu.pl Jerzy Stanik, Ph.D., Assistant Professor phone: jerzy.stanik@wat.edu.pl 4...

9 ... Basic information about the Institute... Administration and Technical Team Barbara Fedyna, Administration Department Manager phone: (22) Bogumiła Fronczak, Technical Department Manager, 1/4 phone: Agnieszka Kacprzak, Senior Administrative Assistant phone: Ewa Skowrońska, Administration Department Manager (since 1 IX 2014) phone: fax sekretariat.isi@wat.edu.pl ewa.skowronska@wat.edu.pl Jan Staruch, Senior Technician phone: jan.staruch@wat.edu.pl 1.3. Institute Organization The Institute of Computer and Information Systems is comprised of four departments: 1. Software Engineering, 2. Department of IT Systems Engineering, 3. Operations Research and Decision Support, 4. Management Information Systems, 5. Department of Simulation Systems and Command Support Department of Software Engineering Department director Andrzej Walczak, Ph.D., D.Sc., Professor of Technical Science phone: andrzej.walczak@wat.edu.pl The basic tasks of the department include teaching as well as conducting research and development in the field of computer science with special emphasis on the basics of programming, operating systems and computer networks, as well as the basics of databases. In essence the department is responsible for almost thirty subjects of all kinds of studies at the Faculty of Cybernetics in WAT and outside. The department has high-class specialists in the fields of: algorithms programming techniques database systems operating systems distributed processing computer networks... 5

10 ... Basic information about the Institute... data security in computer systems decision support IT technology for the internet e-business infrastructure software. They deal with these subjects during classes, active research, as well as work in the computer business, where they are valued experts. Research interests revolve around the following issue: programming languages and techniques (structural, object-oriented, concurrent) database systems (object-oriented, temporal, distributed) system mechanisms for data servers techniques of communication and distribution of load in distributed systems methods of quality testing of concurrent programs system software structure wide area network and internet technology designing and integrating distributed systems designing and operating mobile systems designing and operating groupware systems and automation of business processes electronic data and electronic documents exchange technology data protection policy in information systems decision support systems semantic networks and artificial intelligence. The presented subject-matter is reflected in the work of doctoral theses, articles in the specialist magazines, papers at national and international scientific conferences, as well as books. Department employees additionally participate in seminars of the Institute of Computer and Information Systems. They cooperate with the Institute of Computer Science at the Polish Academy of Sciences, where they actively participate in IPI PAN seminars. Employees: Andrzej Walczak, Ph.D., D.Sc., Professor of Technical Science Kazimierz Worwa, Ph.D., D.Sc., Associate Professor Piotr Marciniak, Ph.D., Assistant Zbigniew Wesołowski, Ph.D., Assistant Professor Irena Skórska, Ph.D., Senior Lecturer Andrzej Gaj, M.Sc., Assistant, 1/2 (till 30 IX 2014) Piotr Kędzierski, M.Sc., Assistant, 1/2 Paweł Moszczyński, M.Sc., Assistant Sławomir Wysocki, M.Sc., Lecturer, 1/2 Number of candidates for a doctor's degree assigned to the department:

11 ... Basic information about the Institute Department of Information Systems Engineering Department director Tomasz Górski, Ph.D., Assistant Professor phone: (22) The main task of the department is to carry out educational activity and research work in the field of IT systems engineering. From the perspective of merits, the plant is responsible for several subjects taught at all kinds of studies at the WAT's Faculty of Cybernetics and elsewhere. Employees from Department of Information Systems Engineering are highly qualified specialists in the fields of: project management quality assurance of IT systems IT project risk assessment cost estimation of designs information systems engineering programming techniques databases and information technology for the Internet. In a similar scope they teach and conduct active research works. They also carry out work related to implementation of IT systems and consulting. The scientific interests focus around the following issues: IT systems engineering design of concurrent and parallel systems design of distributed systems design of real-time systems software verification, validation and testing achievement and evaluation of software efficiency environment supporting the process of creating IT systems the human factor in the creation and operation processes of IT systems methodology of IT projects project management and project organization change management and software configuration methods and tools for IT systems design software reliability models standards and certification. Employees: Bolesław Szafrański, Ph.D., D.Sc., Associate Professor Piotr Kosiuczenko, Ph.D., D.Sc., Associate Professor Wiesław Barcikowski, Ph.D., Assistant Professor, 1/2 Grzegorz Bliźniuk, Ph.D., Assistant Professor Wojciech Kulas, Ph.D., Assistant Professor Stefan Rozmus, Ph.D., Senior Lecturer, 1/2 Robert Waszkowski, Ph.D., Assistant Tomasz Gzik, M.Sc., Assistant, 1/2... 7

12 ... Basic information about the Institute... Tomasz Gumowski, M.Sc., Senior Lecturer Arkadiusz Kowalski, M.Sc., Senior Lecturer, 1/2 Jarosław Napiórkowski, M.Sc., instructor, 1/3 Number of candidates for a doctor's degree assigned to the department: Department of Operations Research and Decision Support Department director Ryszard Antkiewicz, Ph.D., D.Sc., Associate Professor phone: ryszard.antkiewicz@wat.edu.pl Operational Research and Decision Support Department conducts didactic activity, as well as scientific research. The Department carries out students trainings in the following areas: IT decision support artificial intelligence optimization methods theoretical basis of computer science game theory operational research effectiveness of IT systems graph and networks theory reliability of IT systems data mining methods. Department's employees conduct scientific research in the following areas: decision-making process modeling modeling of computer systems for medical decision support construction of simulation models of complex systems (technical, IT, economic, combat) game theory distributed games methods and tools for decision analysis large-scale optimization methods discrete optimization multi-criteria optimization pattern recognition methods methods of acquiring knowledge and design of information bases methods of analysis and synthesis of spatial information systems methods and tools for risk analysis data exploration methods test methods for objects similarity methods of creating ranking functions gossamer modeling in data exploration procedures data warehousing 8...

13 ... Basic information about the Institute... analysis of algorithms neural networks quantum computing. The great scientific activity of the department's employees is reflected in a large number of publications and a rich portfolio of projects managed by these employees. Employees: Andrzej Ameljańczyk, Ph.D., D.Sc., Professor of Technical Science Marian Chudy, Ph.D., D.Sc., Professor of Technical Science Ryszard Antkiewicz, Ph.D., D.Sc., Associate Professor (since 1 III 2014) Andrzej Chojnacki, Ph.D., D.Sc., Associate Professor Zbigniew Tarapata, Ph.D., D.Sc., Associate Professor Marcin Mazurek, Ph.D., Assistant Professor Dariusz Pierzchała, Ph.D., Assistant Professor Roman Wantoch-Rekowski, Ph.D., Assistant Professor Joanna Wiśniewska, Ph.D., Assistant Number of candidates for doctor's degree assigned to the department: Department of Management Information Systems Department Director Jarosław Olejniczak, Ph.D., Assistant Professor phone: jaroslaw.olejniczak@wat.edu.pl From the perspective of merits the department is responsible for conducting lectures in the following thematic groups: 1. Analysis and modeling of business processes. 2. Analytical methods in management. 3. IT systems in management. 4. Enterprise architecture and integration platforms. 5. Quality management and information security systems. The first thematic group includes the following subjects: analysis, modeling and algorithmisation of business processes in economic organizations the use of simulation techniques for optimization and reengineering of business processes defining requirements for IT systems based on the analysis of defined processes for organizations. The second thematic group focuses on: methods of scheduling tasks in the management system methods for design and implementation of IT systems estimation and financial risk management methods methods for analyzing and visualizing data for the purpose of decision-making data warehousing and methods of data mining simulation methods for the purposes of management, taking into account the methods of system dynamics.... 9

14 ... Basic information about the Institute... The third thematic group includes subjects related to: IT management systems with particular emphasis on Business Intelligence systems Service or production organization (software of such companies as IFS, SAP and IDS Sheer is used within the scope of the laboratory classes). The fourth thematic group focuses on: SOA paradigm and patterns of integration integration platforms design methodologies methods of adapting an organization to the implementation of the integration platform methods, techniques and tools for design and implementation of integration platforms. The fifth thematic group includes subjects related to the design and implementation of quality management systems and information security management systems in corporations. Research and scientific works of the department are focused around the following areas: simulation of performance and efficiency analysis of complex business processes design and construction of integrated multistage systems for logistics design of IT solutions for economic diagnostics the use of data mining methods to extract knowledge about business processes as well as to search for complex data dependencies information security management Emploees: Tadeusz Nowicki, Ph.D., D.Sc., Associate Professor Romuald Hoffmann, Ph.D., Assistant Professor Maciej Kiedrowicz, Ph.D., Assistant Professor Gustaw Konopacki, Ph.D., Assistant Professor Jarosław Olejniczak, Ph.D., Assistant Professor Jerzy Stanik, Ph.D., Assistant Professor Wojciech Stecz, Ph.D., Assistant Professor Tomasz Protasowicki, M.Sc., Assistant Number of candidates for a doctor's degree assigned to the department: Department of Simulation Systems and Command Support Department Director Jarosław Koszela, Ph.D., Assistant Professor phone: jaroslaw.rulka@wat.edu.pl Department of Simulation Systems and Command Support is a newly established department of the Institute of Computer and Information Systems, based on the Decision of the Chancellor of the Military University of Technology dated 24 May 2011 Department of Simulation Systems and Command Support performs didactic activities and carries out research. Department of Simulation Systems and Command Support conducts trainings on: computer simulation basics modeling of conflicts and crises situations 10...

15 ... Basic information about the Institute... modeling and simulation of processes and combat systems constructing multiresolution battlefield simulation systems methods of command support systems design IT decision support in situations of conflict and crisis combat process visualization methods user interface design other military subjects. The department's employees conduct research in the following areas: modeling of conflicts and crisis situations modeling of decision-making processes in situations of conflict and crisis construction of simulation models of complex systems (technical, IT, economic, combat) distributed simulation and distributed interactive games methods of command support methods and tools for the analysis of decision-making in situations of conflict and crisis methods and tools for pattern recognition in situations of conflict and crisis construction and development of expert systems for decision suport methods of analysis and synthesis of spatial information. The department's employees, within the scope of their competence, also perform the following tasks: provide expert's opinions to the Defense Ministry in the field of simulation systems and command support provide expert's opinion in the field of decision support in crisis management co-organization of specialized courses and the implementation of specialized subjects during these courses conducting decision support systems Laboratory in crisis and conflict situations. Employees: Andrzej Najgebauer, Ph.D., D.Sc., Associate Professor Mariusz Chmielewski, Ph.D., Assistant Professor Rafał Kasprzyk, Ph.D., Assistant Professor Jarosław Koszela, Ph.D., Assistant Professor Jarosław Rulka, Ph.D., Assistant Professor (since 1 X 2014) Michał Dyk, M.Sc., Assistant Michał Kapałka, M.Sc., Assistant Marcin Pery, M.Sc., Assistant, 1/4 Number of candidates for a doctor's degree assigned to the department:

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17 2. Institute Employees 2.1. Full Professors Andrzej Ameljańczyk phone Marian Chudy phone M.Sc. ('73), Ph.D. ('75), Associate Professor ('79), Prof. ('87) Department of Operations Research and Decision Support; FC Council Member; In 2014 scientific Supervisor of one Ph.D. student. [Edu12], [Edu40], [Edu83], [Edu106] [Pro2] [Pub2], [Pub3], [Pub4], [Pub5], [Pub70], [Pub71], [Pub72], [Pub73], [Pub74], [Pb75], [Pub127], [Pub128], [Pub129] [Con1], [Con18], [Con19], [Con20]... M.Sc. ('68), Ph.D. ('75), Associate Professor ('87), Prof. ('02) Department of Operations Research and Decision Support; FC Council Member; Chief editor of Institute of Computer and Information Systems publications; Individual Rector s Award for lifetime achievements in 2014; Apart from being a WAT member of the State Accreditation Committee and member of the Scientific Council IBS PAN. [Edu3], [Edu57], [Edu82], [Edu107] [Pro2] [Pub67], [Pub78]... Andrzej Walczak phone andrzej.walczak@wat.edu.pl M.Sc. ('79), Ph.D. ('85), Associate Professor ('99), Prof. ('11) Director of the Department of Software Engineering; Chairman of the Committee for Development and Cooperation of the Senate of WAT; FC Council Member; WAT Editorial Board Member; Head of the Research Team of Numerical Analyses and Processing of Video Information in Decision Support Systems in Medicine; In 2014 a supervisor of two B.Sc. thesis; Scientific Supervisor of two Ph.D. students; Outside of WAT, member of the SPIE scientific association, member and founder of Centre of Excellence New Materials for Photonics, member of the Polish Photonic Association, member of the expert group NOT. [Edu2], [Edu61], [Edu67], [Edu102], [Edu108] [Pro10], [Pro19] [BSc2], [BSc5] [Pub39], [Pub102], [Pub103] [Con10]... 13

18 ... Institute Employees Associate Professors Ryszard Antkiewicz phone M.Sc. ('84), Ph.D. ('89), Associate Professor ('04) Director of the Department of Operations Research and Decision Support; WAT Senate Member; FC Council Member; Deputy Head of the Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations; Scientific Supervisor of five Ph.D. students; In 2014 a supervisor of one Ph.D. thesis and one M.Sc. thesis. [Edu19], [Edu36], [Edu37], [Edu49], [Edu59], [Edu60], [Edu100], [Edu101], [Edu108] [Pro1], [Pro7], [Pro8], [Pro9], [Pro14] [Phd1] [MSc47] [Pub54], [Pub58], [Pub76], [Pub86], [Pub87], [Pub88], [Pub104] [Con2], [Con19], [Con20], [Con21], [Con22], [Con23], [Con24]... M.Sc. ('70), Ph.D. ('77), Associate Professor ('87) Department of Operations Research and Decision Support; FC Council Member; Head of Doctoral Studies at WCY WAT. [Edu35], [Edu46], [Edu104], [Edu105], [Edu108] Andrzej Chojnacki phone andrzej.chojnacki@wat.edu.pl Piotr Kosiuczenko phone piotr.kosiuczenko@wat.edu.pl Andrzej Najgebauer phone andrzej.najgebauer@wat.edu.pl... M.Sc. ('90), Ph.D. ('95), Associate Professor ('10) Department of Systems Engineering; FC Council Member; Head of Seminars in ICIS; Scientific Supervisor of one Ph.D. student; In 2014 a supervisor of one M.Sc. thesis. [Edu32], [Edu67] [MSc39] [Pub61] [Con26]... M.Sc. ('81), Ph.D. ('88), Associate Professor ('99) Department of Simulation Systems and Command Support; FC Council Member; Polish representative of the NATO/RTA; Head of the Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations; Scientific Supervisor of three Ph.D. students; In 2014, Team Rector's Award for Development of Fire Control System (SKO) Simulator of the tower HITFIST 30P Rosomak (SKO - fighting module). [Edu26], [Edu38], [Edu58], [Edu78], [Edu110], [Edu112] [Pro1], [Pro7], [Pro8], [Pro9], [Pro14] [Pub54], [Pub57], [Pub76], [Pub82], [Pub86], [Pub87], [Pub88], [Pub104] [Con2], [Con7], [Con11], [Con19], [Con21], [Con22], [Con23], [Con24]... 14

19 ... Institute Employees... Tadeusz Nowicki phone Bolesław Szafrański phone M.Sc. ('80), Ph.D. ('84), Associate Professor ('92) Department of Management Information Systems; FC Deputy Dean of Science (term ); Deputy Chairman of the FC Council (term ); Scientific Supervisor of three Ph.D. students; In 2014 a supervisor of one Ph.D. thesis; Outside of WAT, expert of The State Accreditation Committee; president of PTSK, PTBOiS as well as International Federation of Operations Research Societies. [Edu50], [Edu71], [Edu108], [Edu109] [Pro2], [Pro10] [PhD3] [Pub1], [Pub22], [Pub23], [Pub72], [Pub73], [Pub74], [Pub89], [Pub90], [Pub91], [Pub92], [Pub93], [Pub130], [Pub131], [Pub132], [Pub133], [Pub134] [Con2], [Con4], [Con12], [Con13], [Con14], [Con15], [Con19], [Con25], [Con37]... M.Sc. ('71), Ph.D. ('79), Associate Professor ('87) Department of Systems Engineering; FC Council Member; Director of postgraduate studies in the field of design and architecture of IT systems for middle managers and other professional staff of the cells responsible for data technology in units of the central government administration. Science and Organization Director National Interacademic Seminar on State Computerization Research and Projects Problems; Scientific Supervisor of three Ph.D. students; In 2014 a supervisor of one M.Sc. thesis; Outside of MUT, vice president of a large IT company. [Edu9], [Edu23], [Edu28], [Edu29], [Edu67], [Edu72]g, [Edu108], [Edu111] [BSc18] [Pub36], [Pub55], [Pub100] [Con5], [Con25], [Con39] Zbigniew Tarapata phone zbigniew.tarapata@wat.edu.pl... M.Sc. ('95), Ph.D. ('98), Associate Professor ('12) Department of Operations Research and Decision Support; FC Council Member (term ); Director of the Institute of Computer and Information Systems (term ); Member of the Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations; Scientific Supervisor of four Ph.D. students; Outside of WAT, Member of PTSK, PTBOiS, European Association for Theoretical Computer Science and the Military Operations Research Society. [Edu46], [Edu52], [Edu60], [Edu79], [Edu84], [Edu94] [Pro1], [Pro6], [Pro7], [Pro8], [Pro9], [Pro13], [Pro14] [Pub54], [Pub76], [Pub86], [Pub87], [Pub88], [Pub101], [Pub104], [Pub130], [Pub131] [Con3], [Con11], [Con19], [Con20], [Con21], [Con22], [Con23], [Con24], [Con27]... 15

20 ... Institute Employees... Kazimierz Worwa phone M.Sc. ('78), Ph.D. ('84), Associate Professor ('05) Department of Software Engineering; FC Deputy Dean for Education (term ); FC Council Member (term ); Scientific Supervisor of five Ph.D. students; In 2014 a supervisor of two Ph.D. theses and one B.Sc. thesis. [Edu6], [Edu67], [Edu103], [Edu108], [Edu113] [Pro2], [Pro10] [PhD2], [PhD4] BSc16] [Pub17], [Pub46], [Pub47], [Pub48], [Pub93], [Pub123], [Pub124] [Con4], [Con37], [Con38] 2.3. Assistant Professors Wiesław Barcikowski phone wieslaw.barcikowski@wat.edu.pl Grzegorz Bliźniuk phone grzegorz.blizniuk@wat.edu.pl M.Sc. ('80), Ph.D. ('97) Didactic and research employee (1/2); Department of Systems Engineering; In 2014 a supervisor of three M.Sc. theses and two B.Sc. theses. [Edu67], [Edu68], [Edu97] [MSc2], [MSc6], [MSc25] [BSc4], [BSc20] [Con41]... M.Sc. ('92), Ph.D. ('00) Department of Systems Engineering; In 2014 a supervisor of one M.Sc. thesis and five B.Sc. theses. [Edu17], [Edu30], [Edu31], [Edu67] [Pro2], [Pro19] [MSc33] [BSc1], [BSc6], [BSc8], [BSc10], [BSc23] [Pub7], [Pub55], [Pub77] [Con22]... 16

21 ... Institute Employees... Mariusz Chmielewski phone Tomasz Górski phone M.Sc. ('04), Ph.D. ('12) Department of Simulation Systems and Command Support; Member of the Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations; In 2014 a supervisor of nine M.Sc. theses; Mentor of student research teams of WCY WAT, winners of second and third place in the national finals of the international competition Imagine Cup 2014; Co-creator of projects: SENSE, PATRON and TESLA awarded numerous medals at international exhibitions of inventions in Taipei, Seoul and Nuremberg in 2014; Distinguished with Rector s Awards: 1) for outstanding achievements in the development of student academic movement in the academic year 2013/2014; 2) for cooperation in the Development of Fire Control System (SKO) Simulator of the tower HITFIST 30P Rosomak (SKO fighting module). [Edu62], [Edu67], [Edu78], [Edu81], [Edu82], [Edu84], [Edu114] [Pro1], [Pro3], [Pro5], [Pro7], [Pro8], [Pro9], [Pro14], [Pro15] [MSc4], [MSc5], [MSc7], [MSc11], [MSc14], [MSc17], [MSc20], [MSc21], [MSc45] [Pub56], [Pub86], [Pub87], [Pub88], [Pub104] [Con19], [Con20], [Con21], [Con22], [Con23]... M.Sc. ('97), Ph.D. ('00) Director of Department of Systems Engineering; WAT Senate Member (term ); FC Council Member (term ); In 2014 a supervisor of one M.Sc. thesis and two B.Sc. theses; [Edu66], [Edu67], [Edu85] [Pro10], [Pro12] [MSc1] [BSc27], [BSc34] [Pub8], [Pub9], [Pub79] [Con20], [Con25]... Romuald Hoffmann phone rhoffmann@wat.edu.pl M.Sc. ('86), Ph.D. ('90) Department of Management Information Systems; In 2012 a supervisor of one M.Sc. and one B.Sc. thesis; Outside of WAT, the Director of the Department of IT and Telecommunications at the Ministry of Defence. [Edu11], [Edu13], [Edu21], [Edu67], [Edu74], [Edu75], [Edu77], [Edu99] [MSc3] [BSc28] [Pub81], [Pub] [Con26]... 17

22 ... Institute Employees... Rafał Kasprzyk phone M.Sc. ('05), Ph.D. ('12) Department of Operations Research and Decision Support; Member of the Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations; In 2014 a supervisor of six M.Sc. theses and two B.Sc. theses; Mentor of the student scientific team of WCY WAT, the winner of second place in the contest GIODO for the best privacy-friendly mobile application; Co-creator of the projects CARE and CART awarded medals at the international invention fair in Brussels and Paris in 2014; Chancellor s award for outstanding achievements in the development of the student scientific movement in the academic year 2013/2014. [Edu5], [Edu30], [Edu47], [Edu59], [Edu65], [Edu67], [Edu84], [Edu86] [Pro1], [Pro2], [Pro6], [Pro7], [Pro8], [Pro9], [Pro14], [Pro16] [MSc10], [MSc34], [MSc38], [MSc40], [MSc44], [MSc51] [BSc29], [BSc35] [Pub11], [Pub12], [Pub51], [Pub54], [Pub76], [Pub82], [Pub86], [Pub104] [Con7], [Con19], [Con20], [Con21], [Con22], [Con23], [Con27], [Con28], [Con29]... Maciej Kiedrowicz phone ; maciej.kiedrowicz@wat.edu.pl M.Sc. ('87), Ph.D. ('99) Deputy Director of the Institute of Computer and Information Systems (term ); In 2014 a supervisor of two M.Sc. theses and four B.Sc. theses. [Edu1], [Edu14], [Edu23], [Edu25], [Edu51], [Edu67], [Edu72], [Edu91] [Pro7], [Pro10], [Pro11] [MSc8], [MSc46] [BSc7], [BSc14], [BSc21], [BSc24] [Pub13], [Pub14], [Pub15], [Pub28], [Pub59], [Pub83], [Pub84], [Pub87], [Pub88] [Con3], [Con8], [Con9], [Con10], [Con20], [Con30], [Con31], [Con32], [Con33], [Con34], [Con35]... M.Sc. ('69), Ph.D. ('82) Department of Management Information Systems; In 2014 a supervisor of four B.Sc. theses. [Edu15], [Edu18], [Edu67], [Edu92], [Edu56], [Edu82] [BSc15], [BSc25], [BSc31], [BSc38] [Pub16], [Pub17], [Pub18], [Pub60], [Pub123], [Pb124] Gustaw Konopacki phone gustaw.konopacki@wat.edu.pl... 18

23 ... Institute Employees... Jarosław Koszela phone M.Sc. ('95), Ph.D. ('07) Director of the Department of Simulation Systems and Command Support; Member of the Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations; In 2012 a supervisor of two B.Sc. theses. In 2014, Team Rector's Award for Development of Fire Control System (SKO) Simulator of the tower HITFIST 30P Rosomak (SKO fighting module). [Edu1], [Edu14], [Edu44], [Edu64], [Edu67], [Edu72], [Edu76], [Edu91] [Pro1], [Pro7], [Pro8], [Pro9], [Pro10], [Pro11], [Pro12] [BSc3], [BSc32] [Pub62], [Pub85], [Pub86], [Pub87], [Pub88], [Pub104] [Con19], [Con20], [Con21], [Con22], [Con23] Wojciech Kulas phone wojciech.kulas@wat.edu.pl Marcin Mazurek phone marcin.mazurek@wat.edu.pl Jarosław Olejniczak phone jolej@onet.pl... M.Sc. ('86), Ph.D. ('01) Member of the Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations; In 2014 a supervisor of five M.Sc. theses; In 2014, Team Rector's Award for Development of Fire Control System (SKO) Simulator of the tower HITFIST 30P Rosomak (SKO fighting module). [Edu34], [Edu41], [Edu56], [Edu67], [Edu88] [Pro1], [Pro8], [Pro9], [Pro14] [MSc22], [MSc29], [MSc35], [MSc37], [MSc41] [Pub56], [Pub86], [Pub87], [Pub88], [Pub104] [Con19], [Con20], [Con21], [Con22], [Con23]... M.Sc. ('00), Ph.D. ('08) Department of Operations Research and Decision Support; In 2014 a supervisor of two M.Sc. theses and one B.Sc. thesis [Edu20], [Edu36], [Edu38], [Edu67] [MSc15], [MSc48] [BSc12] [Pub19], [Pub125] [Con25], [Con36]... M.Sc. ('96), Ph.D. ('01) Director of the Department of Management Information Systems; FC Council Member (term ); Outside of WAT secretary of PLAIS (Polish Chapter of Association of Information System), member of NTiE (Scientific Society of Economic Science), member of the Scientific Council of the College of Economic Analysis at the Warsaw School of Economics. [Edu22], [Edu38], [Edu70], [Edu73], [Edu78] [Pub94] [Con20]... 19

24 ... Institute Employees... Dariusz Pierzchała phone M.Sc. ('97), Ph.D. ('02) Department of Operations Research and Decision Support; Member of the Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations; In 2014 a supervisor of one M.Sc. thesis; Board Member of PTSK. [Edu33], [Edu58], [Edu59], [Edu63], [Edu67] [Pro1], [Pro2], [Pro6], [Pro8], [Pro9], [Pro14] [MSc36] [Pub54], [Pub57], [Pub63], [Pub76], [Pub86], [Pub87], [Pub88], [Pub89], [Pub90], [Pub95], [Pub104] [Con3], [Con7], [Con11], [Con16], [Con19], [Con20], [Con21], [Con22], [Con23], [Con24] Jarosław Rulka phone jaroslaw.rulka@wat.edu.pl Jerzy Stanik phone ; jerzy.stanik@wat.edu.pl Wojciech Stecz phone wojciech.stecz@wat.edu.pl... M.Sc. ('97), Ph.D. ('02) Department of Simulation Systems and Command Support; Member of the Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations; In 2014 a supervisor of three M.Sc. theses; Member of PTSK. [Edu58], [Edu61], [Edu63], [Edu67], [Edu87] [Pro1], [Pro8], [Pro9], [Pro14] [MSc12], [MSc27], [MSc31] [Pub86], [Pub87], [Pub88], [Pub104] [Con19], [Con20], [Con21], [Con23]... M.Sc. ('78), Ph.D. ('86) Department of Management Information Systems; Director of the Institute of Computer and Information Systems; (term ); In 2014 a supervisor of seven M.Sc. theses and five B.Sc. theses. [Edu10], [Edu16], [Edu27], [Edu53], [Edu54], [Edu66], [Edu67], [Edu90], [Edu95], [Edu98] [Pro7], [Pro10] [MSc9], [MSc16], [MSc19], [MSc23], [MSc24], [MSc28], [MSc42] [BSc9], [BSc22], [BSc30], [BSc33], [BSc37] [Pub13], [Pub26], [Pub28], [Pub29], [Pub30], [Pub59], [Pub64], [Pub65], [Pub97], [Pub98] [Con3], [Con20], [Con26], [Con35]... M.Sc. ('97), Ph.D. ('04) Department of Management Information Systems; In 2014 a supervisor of two M.Sc. theses. [Edu45], [Edu67], [Edu96] [MSc13], [MSc18] [Pro2] [Pub31], [Pub32], [Pub33], [Pub34], [Pub35], [Pub91], [Pub99]... 20

25 ... Institute Employees... Roman Wantoch-Rekowski phone M.Sc. ('92), Ph.D. ('98) Department of Operations Research and Decision Support; Member of the Research Team for Modeling, Simulation and Decision Support in Conflict and Crisis Situations; In 2014 a supervisor of one M.Sc. thesis; In 2014, Team Rector s Award for Development of Fire Control System (SKO) Simulator of the tower HITFIST 30P Rosomak (SKO fighting module). [Edu67], [Edu69], [Edu73] [Pro1], [Pro7], [Pro8], [Pro9], [Pro10], [Pro11] [MSc50] [Pub40], [Pub52], [Pub53], [Pub62], [Pub68], [Pub86], [Pub87], [Pub88], [Pub104] [Con19], [Con20], [Con21], [Con22], [Con23] Robert Waszkowski phone robert.waszkowski@wat.edu.pl Zbigniew Wesołowski phone zbigniew.wesolowski@wat.edu.pl Joanna Wiśniewska phone joanna.wisniewska@wat.edu.pl... M.Sc. ('98), Ph.D. ('12) Department of Systems Engineering; In 2014 a supervisor of two M.Sc. theses.. [Edu7], [Edu14], [Edu67], [Edu91] [Pro10] [MSc26], [MSc30] [Pub22], [Pub23], [Pub30], [Pub41], [Pub74], [Pub92], [Pub105], [Pub106], [Pub107], [Pub108], [Pub109], [Pub110], [Pub111], [Pub112], [Pub113], [Pub114], [Pub115], [Pub116], [Pub117], [Pub118], [Pub119], [Pub120], [Pub121], [Pub123], [Pub124], [Pub133], [Pub134] [Con14], [Con15], [Con19], [Con25], [Con37]... M.Sc. ('81), Ph.D. ('01) Department of Software Engineering; In 2014 a supervisor of one B.Sc. thesis. [Edu67], [Edu89] [Inż11] [Pro10] [Pub42], [Pub43], [Pub44], [Pub69], [Pub93] [Con43]... M.Sc. ('04), Ph.D. ('12) Department of Operations Research and Decision Support; In 2014 a supervisor of one M.Sc. thesis and one B.Sc. thesis. [Edu3], [Edu4], [Edu24], [Edu55], [Edu67], [Edu82] [Pro17] [MSc32] [BSc39] [Pub66], [Pub74], [Pub75], [Pub122], [Pub126] [Con17], [Con19], [Con20], [Con40], [Con44]... 21

26 ... Institute Employees Junior Member of Teaching/ Research Staff M.Sc. ('10) (since 1 X 2014) Department of Operations Research and Decision Support; [Edu26], [Edu61] [Pro1], [Pro8], [Pro9], [Pro14] [Pub54], [Pub57], [Pub76] [Con19], [Con21], [Con22] Michał Dyk phone michal.dyk@wat.edu.pl Andrzej Gaj phone andrzej.gaj@wat.edu.pl Tomasz Gzik phone tomasz.gzik@wat.edu.pl... M.Sc. ('93) (Till 30 IX 2014) Didactic and research employee (1/2); Department of Software Engineering; Member of the Research Team of Numerical Analyses and Processing of Video Information in Decision Support Systems in Medicine. [Edu2], [Edu30] [Pro10]... M.Sc. ('07) Didactic and research employee (1/2); Department of Systems Engineering; Member of the Research Team of Numerical Analyses and Processing of Video Information in Decision Support Systems in Medicine. [Edu9], [Edu17], [Edu72], [Edu76] [Pub10], [Pub80] [Con25]... M.Sc. ('08) Department of Operations Research and Decision Support. [Edu8], [Edu43], [Edu46], [Edu52], [Edu58], [Edu71] [Pub50] [Con6], [Con27] Michał Kapałka phone michal.kapalka@wat.edu.pl... 22

27 ... Institute Employees... M.Sc. ('08) Didactic and research employee (1/2); Department of Software Engineering; Member of the Research Team of Numerical Analyses and Processing of Video Information in Decision Support Systems in Medicine. [Edu2], [Edu72] Piotr Kędzierski phone Piotr Marciniak phone M.Sc. ('98), Dr ('05) Department of Software Engineering; Member of the Research Team of Numerical Analyses and Processing of Video Information in Decision Support Systems in Medicine. [Edu39], [Edu93] [Pro10] Paweł Moszczyński phone M.Sc. ('08) Department of Software Engineering nia; Member of the Research Team of Numerical Analyses and Processing of Video Information in Decision Support Systems in Medicine. [Edu2], [Edu39], [Edu55], [Edu57], [Edu61] [Pro4], [Pro10] [Pub103]... M.Sc. ('98) Didactic and research employee (1/4); Department of Software Engineering. In 2014 holiday. Marcin Pery phone Tomasz Protasowicki phone M.Sc. ('07) Department of Management Information Systems. [Edu11], [Edu13], [Edu21], [Edu27], [Edu74], [Edu75], [Edu77], [Edu99] [Pub25], [Pub26], [Pub28], [Pub29], [Pub30], [Pub64], [Pub65], [Pub81], [Pub96], [Pub98] [Con19], [Con26], [Con35]... 23

28 ... Institute Employees Senior Lecturers M.Sc. ('86) Didactic employee; Department of Systems Engineering. [Edu2], [Edu30], [Edu34], [Edu41], [Edu42], [Edu48], [Edu88] Tomasz Gumowski phone M.Sc. ('84) Didactic employee (1/2); Department of Systems Engineering. [Edu2], [Edu20], [Edu24], [Edu32], [Edu80], [Edu91] Arkadiusz Kowalski phone M.Sc. ('78), Dr ('94) Didactic employee (1/2); Department of Systems Engineering. [Edu7], [Edu20], [Edu42], [Edu97] [Pub27] Stefan Rozmus phone M.Sc. ('80), Dr ('87) Didactic employee; Department of Software Engineering. [Edu24], [Edu80] Irena Skórska phone Lecturers M.Sc. ('97) Didactic employee (1/2); Department of Software Engineering. [Edu2], [Edu24], [Edu89] Sławomir Wysocki phone

29 ... Institute Employees Instructors M.Sc. ('99) Didactic employee (1/3); Department of Systems Engineering; Member of the Research Team of Numerical Analyses and Processing of Video Information in Decision Support Systems in Medicine. [Edu2], [Edu10], [Edu41] Jarosław Napiórkowski phone Other Employees Barbara Fedyna phone Administration Department Manager Bogumiła Fronczak phone Technical Department Manager M.Sc. Ewa Skowrońska phone Administration Department Manager Agnieszka Kacprzak phone Senior Administrative Assistant Jan Staruch phone Senior Technician... 25

30

31 3. Didactic activity 3.1. Courses carried out in the scope of I and II degree studies [Edu1] Administrowanie i konfigurowanie baz danych (Administration and Configuration of Databases) M. Kiedrowicz, J. Koszela [Edu2] Algorytmy i struktury danych (Algorithms and Data Structures) A. Gaj, T. Gumowski, P. Kędzierski, P. Moszczyński, J. Napiórkowski, A. Walczak, S. Wysocki [Edu3] Algorytmy kwantowe (Quantum algorithms) M. Chudy, J. Wiśniewska [Edu4] Algorytmy optymalizacji (Optimization Algorithms) J. Wiśniewska [Edu5] Analiza algorytmów grafowo-sieciowych (Analysis of Graph and Network Algorithms) R. Kasprzyk [Edu6] Analiza matematyczna (Mathematical Modeling) K. Worwa [Edu7] Analiza strukturalna systemów informatycznych (Structured Analysis of Information Systems) S. Rozmus, R. Waszkowski [Edu8] Aplikacje internetowe (Internet Application) M. Kapałka [Edu9] Architektura korporacyjna (Enterprise architecture) T. Gzik, B. Szafrański [Edu10] Audyt informatyczny (IT audit) J. Napiórkowski, J. Stanik [Edu11] Badania operacyjne (Operational Research) R. Hoffmann, T. Protasowicki [Edu12] Badania operacyjne i teoria optymalizacji (Operational Research and the Theory of Optimization) A. Ameljańczyk [Edu13] Badania operacyjne w bezpieczeństwie (Operational research in safety) R. Hoffmann, T. Protasowicki [Edu14] Bazy danych (Databases) M. Kiedrowicz, J. Koszela, R. Waszkowski [Edu15] Bezpieczeństwo i ochrona obiektów (Security and safety of objects) G. Konopacki [Edu16] Bezpieczeństwo systemów informatycznych (Security of Information Systems) J. Stanik [Edu17] Dokumentacja elektroniczna (Electronic Documentation) G. Bliźniuk, T. Gzik [Edu18] E-biznes (E-biznes) G. Konopacki [Edu19] Efektywność systemów informatycznych (Effectiveness in Information Systems) R. Antkiewicz [Edu20] Hurtownie danych (Data Warehouses) A. Kowalski, M. Mazurek, S. Rozmus [Edu21] Informatyczne aspekty zarządzania efektywnością organizacji (IT Aspects of Efficiency Management in an Organization) R. Hoffmann, T. Protasowicki [Edu22] Informatyczne podstawy projektowania i wdrażania strategii organizacji (IT Designing Basics and Organization Strategy Implementation) J. Olejniczak [Edu23] Informatyczne wspomaganie zarządzania kadrami (IT Supported Management in Human Resources) M. Kiedrowicz, B. Szafrański [Edu24] Informatyka (Computer Science) A. Kowalski, I. Skórska, J. Wiśniewska, S. Wysocki [Edu25] Informatyka w administracji publicznej (Information Technology in the Public Administration) M. Kiedrowicz... 27

32 ... Didactic Activity... [Edu26] Informatyka w systemach bezpieczeństwa (IT In Security Management Systems) M. Dyk, A. Najgebauer [Edu27] Informatyka w zarządzaniu (Computer Science in Management) T. Protasowicki, J. Stanik [Edu28] Informatyka w zarządzaniu kadrami (Computer Science in Human Resources) B. Szafrański [Edu29] Infrastruktura informacyjna państwa (State IT infrastructure) B. Szafrański [Edu30] Inżynieria oprogramowania (Software Engineering) G. Bliźniuk, A. Gaj, T. Gumowski, R. Kasprzyk [Edu31] Inżynieria systemów informatycznych (IT systems engineering) G. Bliźniuk [Edu39] Metody numeryczne (Numeration Methods) P. Marciniak, P. Moszczyński [Edu40] Metody optymalizacji (Methods of Optimization) A. Ameljańczyk [Edu41] Metodyki obiektowe (Object-Oriented Methodology) T. Gumowski, W. Kulas, J. Napiórkowski [Edu42] Metodyki wytwarzania SI (Metodyki wytwarzania SI) T. Gumowski, S. Rozmus [Edu43] Metody i techniki symulacji komputerowej (Methods and techniques of computer simulation) M. Kapałka [Edu44] Metody wizualizacji pola walki (Visualization Methods of Battlefield) J. Koszela [Edu32] Języki i techniki programowania (Programming Languages) P. Kosiuczenko, A. Kowalski [Edu33] Języki i techniki symulacji (Simulation languages and techniques) D. Pierzchała [Edu34] Komputerowe wsparcie wytwarzania oprogramowania (Computer support of software development) T. Gumowski, W. Kulas [Edu35] Matematyka dyskretna (Discrete mathematics) A. Chojnacki [Edu36] Metody eksploracji danych (Data Mining Methods) R. Antkiewicz, M. Mazurek [Edu37] Metody i narzędzia wspomagania dowodzenia i szkolenia (Methods and tools for supporting command and training) R. Antkiewicz [Edu38] Metody i narzędzia informatycznego wspomagania decyzji (Methods and Tools for Decision- -Making Support) M. Mazurek, A. Najgebauer, J. Olejniczak 28 [Edu45] Modelowanie i analiza procesów biznesowych (Modeling and Analysis of Business Processes) W. Stecz [Edu46] Modelowanie matematyczne (Mathematical Modeling) A. Chojnacki, M. Kapałka, Z. Tarapata [Edu47] Modele ewolucji sieci złożonych (Models of the evolution of complex networks) R. Kasprzyk [Edu48] Narzędzia wspierające proces wytwarzania SI (Process Suporting Tool for Creating Information Systems) T. Gumowski [Edu49] Niezawodność oprogramowania (Software reliability) R. Antkiewicz [Edu50] Niezawodność systemów komputerowych (Reliability of Computer Systems) T. Nowicki [Edu51] Obiektowe języki zapytań (Object-oriented query languages) J. Koszela [Edu52] Obliczenia równoległe i rozproszone (Parallel and Distributed Computing) M. Kapałka, Z. Tarapata...

33 ... Didactic Activity... [Edu53] Ochrona i bezpieczeństwo danych (Data Protection and Security in Information Systems) J. Stanik [Edu54] Podstawy analizy ryzyka (Fundamentals of risk analysis) J. Stanik [Edu55] Podstawy badań operacyjnych (Research Operation Basics) P. Moszczyński, J. Wiśniewska [Edu56] Podstawy metodyk obiektowych (Fundamentals of Object Methodologies) W. Kulas [Edu57] Podstawy optymalizacji (Basics of Optimization) M. Chudy, T. Drozdowski, P. Moszczyński [Edu58] Podstawy symulacji (Basics of Simulation) M. Kapałka, D. Pierzchała, A. Najgebauer, J. Rulka [Edu59] Prognozowanie i symulacja w sytuacjach kryzysowych (Forecasting and simulation in crisis situations) R. Antkiewicz, R. Kasprzyk, D. Pierzchała [Edu60] Prognozowanie i symulacja zagrożeń (Forecasting and simulation of threats) R. Antkiewicz, Z. Tarapata [Edu61] Programowanie obiektowe (Object-Oriented Programming) M. Dyk, P. Moszczyński, J. Rulka A. Walczak [Edu62] Programowanie zdarzeniowe (Event-driven programming) M. Chmielewski [Edu63] Programowanie współbieżne (Concurrent Programming) D. Pierzchała, J. Rulka [Edu64] Projektowanie obiektowych baz danych (Designing object-oriented databases) J. Koszela [Edu65] Projektowanie informatycznych systemów wspomagania decyzji (Designing IT systems to support decisions) R. Kasprzyk [Edu66] Projekt zespołowy (Team Project) T. Górski, J. Stanik [Edu67] Seminarium dyplomowe (Diploma Seminars) W. Barcikowski, G. Bliźniuk, M. Chmielewski, T. Górski, R. Hoffmann, R. Kasprzyk, M. Kiedrowicz, G. Konopacki, J. Koszela, P. Kosiuczenko, W. Kulas, M. Mazurek, D. Pierzchała, J. Rulka, J. Skórska, J. Stanik, W. Stecz, B. Szafrański, A. Walczak, R. Waszkowski, R. Wantoch- -Rekowski, Z. Wesołowski, J. Wiśniewska, K. Worwa [Edu68] Seminarium przeddyplomowe (Pre-diploma Seminars) W. Barcikowski [Edu69] Sieci neuronowe (Neural Network) R. Wantoch-Rekowski [Edu70] Strategiczna karta wyników (Strategic scorecard) J. Olejniczak [Edu71] Stochastyczne modele eksploatacji SK (Stochastic models of computer network exploitation) M. Kapałka, T. Nowicki [Edu72] Systemy baz danych (Database Systems) T. Gzik, P. Kędzierski, M. Kiedrowicz, J. Koszela, J. Napiórkowski, B. Szafrański [Edu73] Systemy eksperckie (Expert Systems) J. Olejniczak, R. Wantoch-Rekowski [Edu74] Systemy informatyczne w zarządzaniu (Information Systems in Management) R. Hoffmann, T. Protasowicki [Edu75] Systemy MRP i ERP (MRP i ERP Systems) R. Hoffmann, T. Protasowicki [Edu76] Systemy pracy grupowej (Groupware Systems) T. Gzik, J. Koszela [Edu77] Systemy wspomagania relacji z klientami CRM (Customer Relationship Management System) R. Hoffmann, T. Protasowicki... 29

34 ... Didactic Activity... [Edu78] Sztuczna inteligencja (Artificial Intelligence) M. Chmielewski, A. Najgebauer, J. Olejniczak [Edu79] Techniki algorytmiczne (Algorithmic Techniques) T. Drozdowski, Z. Tarapata [Edu80] Technologia informacyjna (Information Technologies) A. Kowalski, I. Skórska [Edu81] Technologie internetowe i mobilne (Mobile and Internet Technologies) M. Chmielewski [Edu82] Teoretyczne podstawy informatyki (Theoretical Basics of Computer Science) M. Chudy, M. Chmielewski, J. Wiśniewska [Edu83] Teoria gier (Game Theory) A. Ameljańczyk [Edu84] Teoria grafów i sieci (Graph and Network Theory) M. Chmielewski, R. Kasprzyk, Z. Tarapata [Edu85] Wdrażanie metodyk obiektowych (Implementation of object-oriented methodologies) T. Górski [Edu86] Web 2.0 w zarządzaniu (Web 2.0 in management) R. Kasprzyk [Edu87] Wielokryterialne metody oceny i optymalizacji (Multicriteria Methods of Evaluation and Optimization) J. Rulka [Edu88] Wprowadzenie do metod wytwarzania SI (Introduction to Methods of Creating Information Systems) T. Gumowski, W. Kulas [Edu89] Wprowadzenie do programowania (Introduction to Programming) Z. Wesołowski, S. Wysocki [Edu90] Współczesne metodyki projektowania i wdrażania (Modern Methods of Designing and Implementing Information Systems) J. Stanik [Edu91] Wstęp do baz danych (Introduction to Databases) M. Kiedrowicz, J. Koszela, A. Kowalski, R. Waszkowski [Edu92] Wstęp do ekonometrii i prognozowania (Introduction to Econometrics and Projection) G. Konopacki [Edu93] Wstęp do programowania (Introduction to programming) P. Marciniak [Edu94] Wybrane zagadnienia badań operacyjnych (Selected aspects of operations research) Z. Tarapata [Edu95] Zarządzanie bezpieczeństwem informacji (Information security management) J. Stanik [Edu96] [Edu97] Zarządzanie łańcuchem dostaw (Supply chain management) W. Stecz Zarządzanie infrastrukturą informatyczną instytucji (Management of institutional IT) W. Barcikowski, S. Rozmus [Edu98] Zarządzanie projektami (Project Management) J. Stanik [Edu99] Zintegrowane informatyczne systemy zarządzania (Integrated Information Management) R. Hoffmann, T. Protasowicki 3.2. Courses carried out in the scope of doctor al studies [Edu100] Efektywność systemów teleinformatycznych III (Effectiveness of ICT systems III) R. Antkiewicz [Edu101] Elementy teorii prognozy III (Elements of forecasting theory III) R. Antkiewicz [Edu102] Fizyczne podstawy informatyki kwantowej (Physical fundamentals of quantum IT) A. Walczak [Edu103] Inżynieria jakości oprogramowania (Software quality engineering) K. Worwa 30...

35 ... Didactic Activity... [Edu104] Matematyka dyskretna (Discrete mathematics) A. Chojnacki [Edu105] Modelowanie matematyczne III (Mathematical modeling III) A. Chojnacki [Edu106] Modelowanie sytuacji konfliktowych III (Modeling of conflict situations III) A. Ameljańczyk [Edu107] Optymalizacja III (Optimization III) M. Chudy [Edu108] Seminaria doktoranckie (Doctoral Seminars) R. Antkiewicz, A. Chojnacki, T. Nowicki, B. Szafrański, A. Walczak, K. Worwa [Edu109] Stochastyczne modele eksploatacji III (Stochastic models of exploitation III) T. Nowicki [Edu110] Symulacja komputerowa III (Computer simulation III) A. Najgebauer [Edu111] Systemy baz danych III (Database systems III) B. Szafrański [Edu112] Sztuczna Inteligencja III (Artificial Intelligence III) A. Najgebauer [Edu113] Złożone struktury danych (Complex Data Structures) K. Worwa 3.3. Courses carried out in the scope of specialized (for MND) [Edu114] Metody wizualizacji pola walki; Budowa COP i CTP (Methods for visualizing the battlefield; Construction of COP and CTP) M. Chmielewski... 31

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37 4. Research and Scientific Activities 4.1. Participation in the implementation of Project and research Complited Project and research work [Pro1] Project No. PBR-K 047/2011 entitled Modern technologies for/in the criminal proceedings and their use technical, forensic science, criminology and legal aspects (Nowoczesne technologie dla/w procesie karnym i ich wykorzystanie aspekty techniczne, kryminalistyczne, kryminologiczne i prawne) The project is realized by a scientific consortium composed of: University of Bialystok Faculty of Law Military University of Technology - Faculty of Cybernetics and Institute of Optoelectronics University of Mining and Metallurgy in Krakow PPBW Sp. z o. o. in Bialystok Contributors from WAT/WCY included researchers from the Institute of Computer and Information Systems: D. Pierzchała (manager), A. Najgebauer, R. Antkiewicz, Z. Tarapata, R. Wantoch-Rekowski, J. Rulka, J. Koszela, W. Kulas, R. Kasprzyk, M. Chmielewski, M. Dyk, K. Chlebicki (doctoral student). The project is funded by the National Centre for Research and Development.. Realization period: The project's aim are law, forensic and information technology research in the field of technological solutions improving the safety of citizens. The results shall be supported, in particular, by law enforcement agencies and judicial authorities in carrying out the tasks in the area of investigative as well as process operations. [Pro2] Project No. PBST269/2012 entitled System for simulation activities support and improving procedures in the activities of the sanitary supervision authorities in cases of poisoning and infectious diseases transmitted orally (System wspomagania ćwiczeń symulacyjnych oraz doskonalenia procedur w działaniach organów nadzoru sanitarnego w przypadkach zatruć i chorób zakaźnych przenoszonych drogą pokarmową) The project is realized by a consortium composed of: Warsaw University of Technology, Faculty of Mechatronics Tecna Sp. z o.o. Military Institute of Hygiene and Epidemiology Contributors from WAT include researchers from the Institute of Computer and Information Systems: T. Nowicki (works manager), K. Worwa, A. Ameljańczyk, M. Chudy, W. Stecz, D. Pierzchała, R. Kasprzyk, G. Bliźniuk, A. Bryzek (doctoral student). Realization period: The project is funded by the National Centre for Research and Development. The aim of the project is to develop an information system supporting simulation activities and improving procedures in the activities of sanitary supervisors in cases of poisoning and foodborne infectious diseases. A system software will be developed within the project underlying the organization of simulation exercises for sanitary inspection authorities resulting in better preparation of sanitary inspectors to combat poisoning or epidemic concerning food-borne diseases, improvement of procedures used by sanitary inspection authorities. Dynamic models describing the processes of creation and spread of an epidemic and the operation processes of sanitary inspection authorities will be extended within the project. A simulator of the spread of an epidemic diseases concerning the gastrointestinal tract will be extended. Data model will be constructed concerning population, area and the food-borne diseases in question. [Pro3] PUM 253/2012 EU NEC DEMO pt. EU Network Enabled Capability Demonstration, Shared situational awareness in EU-led CMO Project of the European Defence Agency EDA was carried out by a consortium composed of: ASSECO (leader) Military Communication Institute Military University of Technology ITTI FILBICO. Team manager (on the WAT side) and the main executor was M. Chmielewski. Realization period: Military University of Technology, Faculty of The project involved the preparation and Cybernetics leader execution of demonstration of the network

38 ... Research and Scientific Activities... centric abilities of the Polish Armed Forces. A key aspect of the project was to present interoperability of the state forces and departments and civil organizations carrying out assigned tasks during a hypothetical crisis situation. The recipient of the demonstration was a working group of European Defence Agency EU NEC. The aim of the consortium was to: develop a scenario for operations involving various aspects of crisis management; develop an IT system allowing to organize co-operation of military, state and civil organizations in the network-centric environment integrating various information systems and standards for the transmission of information. [Pro4] Work No. RMN 697/2012 entitled Numerical models of electromagnetic propagation in hyperspectral photonic hitchers (Modele numeryczne propagacji elektromagnetycznej w hiperspektralnych sprzęgaczach fotonicznych) Work manager P. Moszczyński. Realization period: The scientific goal is to build a working model of a hybrid liquid crystal cell illuminated by a laser beam. For explaining the observed phenomena: photoinduced net, waveguide. Cell hybridity is understood as a system of photoconductive semiconductor/ liquid crystal. [Pro5] Work No. RMN 880/2013 entitled Semantic indirect association identification using graph and logic reasoning methods for crisis situation assessment Work manager M. Chmielewski. Realization period: construction of mobile software implementing selected elements of inference based on ontological models (extension of systems SENSE, SAPER, HELP); design and development of hardware (sensors) used to obtain medical signals and signals of magnetic signatures of objects used in the mechanisms of inference (sensory data fusion). One of the anticipated work aims was to expand research on sensory data fusion towards the use of association analysis and application of semantic models. It is assumed that the research will allow to develop methods and technologies of information fusion supporting stages of extraction of features and classifications in the field of medicine and selected classes of military actions. The indirect aim of the study was also to construct new methods of analyzing semantic similarity of data sets based on the methods of examining the similarity of graphs, networks and collections. [Pro6] Work No. RMN 883/2013 entitled Models of the evolution of complex systems and methods of testing of characteristics for the needs of computer identification of crisis situations (Modele ewolucji systemów złożonych i metody badania charakterystyk dla potrzeb komputerowej identyfikacji sytuacji kryzysowych) The executors of the project were: R. Kasprzyk work manager, Z. Tarapata, D. Pierzchała, C. Bartosiak (PhD student). Realization period: The study attempted to: examine existing models of complex networks in terms of the possibility of their use to model real networks, analyze the impact of network structure and the way of its evolution on the dynamics of the phenomena occurring on/in network systems, develop methods of identification of set of relevant nodes in graphs and networks. The aim of the study was to develop methods of structural analysis of semantic models and searching for semantic associations in ontologies and knowledge bases. Research and Projects and research work in progress development included: constructing a semantic description of the [Pro7] Project No. PBR 283/2012 analyzed disciplines (medicine, the abilities of entitled Advanced information the armed forces, military actions); technologies supporting data analysis constructing the architecture of analytical processes (mainly financial) in the area tools for the analysis of semantic of financial crime associations; (Zaawansowane technologie constructing extensions of ontology modeling informatyczne wspierające procesy tools for structural analysis; analizy danych (gł. finansowych) constructing analytical tools for the w obszarze przestępczości finansowej) development of research results; 34...

39 ... Research and Scientific Activities... The composition of the consortium: Military University of Technology leader Law office SD & Partners, based in Warsaw. Contributors from WAT include researchers from the Institute of Computer and Information Systems: M. Kiedrowicz (project manager), R. Antkiewicz, J. Koszela, A. Najgebauer, D. Pierzchała, Z. Tarapata, R. Kasprzyk, R. Wantoch-Rekowski, M. Chmielewski, J. Stanik. Realization period: The project is funded by the National Centre for Research and Development. The project will include the development of autonomous information technology tools that support prevention of financial crimes. These will be used to assist law enforcement agencies in the analysis, detection and prevention of crimes in the area of finance. They can be used to analyze archived data, detect financial crimes symptoms and to predict possible future financial crimes. Designed mechanisms will support authorities, state agencies and financial institutions. Advanced formal models and patterns will be used including: cash flows, financial crimes, incidents, and the entities operating in this area. The models and patterns developed will be used for the construction of an ontological model constituting the basis for further analyses. [Pro8] Project No. PBR 303/2012 entitled The IT support system for capacity development and identification of operational needs of the Armed Forces of the Republic of Poland (System informatycznego wsparcia rozwoju zdolności oraz identyfikacji potrzeb operacyjnych Sił Zbrojnych RP) The project realization required establishing a consortium composed of: Military University of Technology, Department of Cybernetics leader Asseco Poland Sp. z o.o. National Defense Academy Contributors from WAT include researchers from the Institute of Computer and Information Systems: R. Antkiewicz, M. Chmielewski, M. Dyk, R. Kasprzyk, J. Koszela, W. Kulas, A. Najgebauer (project manager), D. Pierzchała, J. Rulka, Z. Tarapata, R. Wantoch-Rekowski. Realization period: The project is funded by the National Centre for Research and Development. The main objective of the project is to develop an information system to support the development capabilities and identify operational needs (SIWRZIPO) of Armed Forces of the Republic of Poland at a level enabling technology demonstration in operating conditions or close to them: algorithms of analysis of selected security threats, simulation of selected crises and armed conflicts for various levels of command and the analysis of the functional systems of Armed Forces and the use of the methodology of planning, budgeting and forecasting the development of Armed Forces. The result of the project will be a SIWRZIPO SZ prototype and a set of services supporting the development of capacity at the 8th or 9th technology readiness level. The project will be realised in two phases: research and development. In the first a conceptual design will be developed in the form of a laboratory model system at the 6th readiness level, which will be subject to verification tests in conditions close to the operational ones. On the development stage a prototype system will be developed and then as a validation in the operational conditions. During the tests re-engineering will be carried out of the planning and programming processes of SZ development and an improved methodology for planning, budgeting and forecasting capability development SZ RP with the use of SIWRZIPO will be created. [Pro9] Project No. PBR 476/2013 entitled Virtual system of improving the tactics of the state border protection and border traffic control (Wirtualny system doskonalenia taktyki ochrony granicy państwowej oraz kontroli ruchu granicznego) For the realization of the project a consortium was established, in which WAT is the leader. Executors on the WAT side include researchers from the Institute of IT Systems: M. Chmielewski (project manager on the WAT side), R. Antkiewicz, M. Dyk, R. Kasprzyk, J. Koszela, W. Kulas, A. Najgebauer, D. Pierzchała, J. Rulka, Z. Tarapata, R. Wantoch-Rekowski. Realization period: The main aim of the project is to develop and implement simulation training system of officers and commanders of the Border Guard and the methodology for conducting CAX type exercises using this system. The developed software is intended to assist the practical preparation of the operation of officers and commanders of the Border Guard at various levels of command and responsibility: from a single control, through the border pass, to the terrain and urban areas

40 ... Research and Scientific Activities... [Pro10] Project No. PBR 080/2013 entitled Electronic system of management of the lifecycle of documents with different levels of sensitivity (Elektroniczny system zarządzania cyklem życia dokumentów o różnych poziomach wrażliwości) active in the network of PKP S.A. in the visualization system of the simulator. This methodology will not only enable the development of a training system using simulators, but also allow to update the database of visualization of railway lines in case of their reconstruction, modernization, changes in traffic control system, etc. The executors of the project are: M. Kiedrowicz project manager, A. Gaj, T. Górski, J. Koszela, P. Marciniak, P. Moszczyński, T. Nowicki, J. Stanik, A. Walczak, R. Wantoch-Rekowski, R. Waszkowski, Z. Wesołowski, K. Worwa. Realization period: The project includes the use of modern information and communication technologies associated with the use of RFID and biometrics. The effect of the realization of this task will be a project and implementation of modern office adapted to handle documents with different levels of sensitivity. The project will cover all the processes occurring in the office and use devices equipped with RFID transmitters/ receivers. This applies both to documents and data carriers, as well as office equipment (cabinets/shelves, desks, copiers and input/ output control devices). The integration of all components in one system, managed using a dedicated computer system will allow for raising the level of security and control associated with information having different confidentiality clauses. [Pro11] Project No. PBR 082/2013 entitled Modern demonstrator of simulator for operators of rail vehicles increasing the efficiency and safety of their operations (Nowoczesny demonstrator symulatora dla operatorów pojazdów szynowych zwiększający efektywność i bezpieczeństwo ich działania) The executors of the project are: J. Stanik project manager, T. Drozdowski, M. Kiedrowicz, J. Koszela, R. Wantoch-Rekowski. Realization period: The main aims of the project: Development of a demonstrator of a training post for drivers of traction vehicles, which will optimally take into account traffic conditions and procedures on railway lines managed by PKP S.A. (Polish State Railways), while taking into account the specificities of traffic and the types of trains operated by the railway carriers (currently approx. 70 entities). Development of methodology, followed by relevant software, mapping railway lines [Pro12] POIS /12 entitled Reconstruction of the building No. 65 for the purpose of the Center for WAT Advanced Studies of Systems Engineering in Warsaw (Przebudowa budynku nr 65 na cele Centrum Studiów Zaawansowanych Inżynierii Systemów WAT w Warszawie) The project is funded by the European Regional Development Fund within the Infrastructure and Environment Operational Programme. The project is realized by: T. Górski (project manager), J. Koszela (main performer). Realization period: The main result of the project will be the creation at the Department of Cybernetics of WAT of a comprehensive teaching and research center, equipped with high-standard modern ICT infrastructure. This will allow for educating students at schools of higher education (1st, 2nd and 3rd degree) at the highest level, according to the system of national qualifications frameworks. Particular emphasis will be put on issues such as: design of management systems with distributed generation of renewable energy (Smart Grid) inteligent cities management integration of information systems enterprise architecture process simulation and optimization encoding and security of mobile systems for the public sector (including Fire Service and Ambulance Service) design of systems for proactive incident anticipation and crisis situations prevention (e.g. in the mining sector). On the basis of modern ICT infrastructure in the newly created specialized laboratories (including embedded systems, biometrics and ergonomics, power, multimedia, robotics, telemetrics, cryptographics, multiformat imaging and extended simulation) research works will be conducted aimed at solving real problems that exist in commercial enterprises and public sector institutions

41 ... Research and Scientific Activities... [Pro13] Work PBS /2014/WAT entitled Problems of modeling and designing knowledge-based information systems for the needs of national security and public administration (Problemy modelowania i projektowania opartych na wiedzy systemów informatycznych na potrzeby bezpieczeństwa narodowego oraz administracji publicznej) Work manager Z. Tarapata. Realization period: Within the framework of the project, the following tasks are planned: Modeling and optimization of processes (including decision processes) for the purposes of national security and public administration; Algorithmization of processes (including decision processes) for the purposes of national security and public administration; Calibration and validation of models and algorithms of decision support for the needs of national security and public administration; Development of elements of methodology of constructing IT systems to support decisions and trainings for the needs of national security and public administration of the state; Development of elements of methodology of integrating IT systems to support decisions and trainings for the needs of national security and public administration of the state; Development of measurements and methods for testing the efficiency and reliability of decision support systems and trainings for the needs of national security and public administration; Development of measurements and methods for testing the reliability of software of decision support systems and trainings for the needs of national security and public administration. [Pro14] Research project entitled Exploration and development of the system of simulation of military operations in cyberspace for the purposes of decision support (BOEING) (Badanie i rozwój systemu symulacji działań wojennych w cyberprzestrzeni dla celów wsparcia decyzji (BOEING)) Executors on the WAT side include researchers from the Institute of IT Systems: R. Antkiewicz, M. Chmielewski, M. Dyk, R. Kasprzyk, W. Kulas, A. Najgebauer (project manager), D. Pierzchała, J. Rulka, Z. Tarapata. Realization period: The main aim of the project is to establish cooperation between the Military University of Technology and the BOEING company in the scope of research and development of applications of simulation of military operations in cyberspace for the purposes of decision support. [Pro15] Work No. RMN 948/2014 entitled Method of sensory data fusion using semantic models and artificial intelligence (Metoda fuzji danych sensorycznych z wykorzystaniem modeli semantycznych oraz metod sztucznej inteligencji) Work manager M. Chmielewski. Realization period: The aim of the study is to develop a set of methods and IT tools that will allow for synergy of data obtained from heterogeneous data sources, including sensory networks. Therefore, the essence of the research is theoretical work in the field of construction of methods for filtering, interpretation, standardization, integration of data, which allows for obtaining measurable benefits of combining multiple data sources, especially in situations of conflict and crisis. Theoretical considerations will be applied to the selected research problems, including, among others: the problem of identification and assessment of the significance of data, suspicious (hidden) financial operations indicating the processes of tax and financial fraud; the problem of assessing the significance of data obtained from reconnaissance and command systems used for the development of CTP ( Common Tactical Picture) and COP ( Common Operational Picture) products; the problem of building the commander s perception based on environmental data and a decision-making situation by using methods of constructing situational awareness and application of expanded reality techniques; the problem of improving the quality, deconflicting, integration of data (including data obtained from sensory sources) at multiple levels of the JDL/DFIG model. This work assumes the construction of software for experimental verification of developed methods. The software is designed to provide the ability to carry out simulated activities in the environment of the distributed telecommunications network, reflecting... 37

42 ... Research and Scientific Activities... the structure of the network, its characteristics, and particularly vulnerability. Under the conducted studies, it is also assumed to carry out works related to developing algorithms for medical signal processing in terms of identifying selected classes of diseases or health conditions significant from the point of view e.g. of medical procedures or human life. In this regard, enhancements of the existing SENSE and PATRON systems will be developed towards more efficient and reliable processing of miographic signals and inertial sensors. An intermediate product of the research will be to prepare proposals on the usefulness of particular mobile platforms and their vulnerability, particularly in applying a given platform for cooperation with sensory crisis management systems, battlefields and medical multisensors. [Pro16] Work No. RMN 949/2014 entitled Modeling, simulation and analysis of botnet threats (Modelowanie, symulacja i analiza zagrożeń typu botnet) 38 Work manager R. Kasprzyk. Realization period: The main objective of the project is Development of a simulator of selected cyber threats, in particular botnet, which directly translates into increased efficiency of detecting, preventing and neutralizing the effects of cyber threats. The need to develop these types of methods and tools is due to the growing dependence of government, private institutions and the general public on the proper functioning of communications networks and IT systems. An example is the Internet, increasingly seen as an extremely sensitive infrastructure, on which the security of the state depends. To launch a successful attack on that infrastructure, there is no need to mobilize the armed forces. A man equipped with standard computer technologies with the necessary knowledge, can carry out a cyber attack of catastrophic consequences even for the contemporary political and economic system. As a result of the project, requirements for the simulator will be developed, and then the project and implementation of its selected components will be executed. Using the simulator will allow to assess the impact of cyber threats on the functioning of security systems, as well as identification of susceptibility of the tested systems. It is also assumed that it will be possible to carry out a simulation game between blue and red side, respectively playing the role of defending and attacking the IT system. The developed concept of the simulator will be an original idea to support all kinds of state services and the organizations of CERT character. [Pro17] Work No. RMN 950/2014 entitled High-performance implementations of generators of pseudo-random numbers for the needs of simulation of quantum computing (Wysokowydajne implementacje generatorów liczb pseudolosowych dla potrzeb symulacji obliczeń kwantowych) Work manager J. Wiśniewska. Realization period: The aim of the study is to develop methods for implementation of the pseudo-random or even random numbers using the equipment Quantis-USB-4M Module, so that the delivered solutions can support, among others, ready simulators of physical phenomena at the quantum level (e.g. QuTIP, C++QED, QCS). The planned implementations are supposed to have high quality of the supplied pseudorandom values and provide an appropriate synchronization of number generation with the process simulation. Often simulation, because of its complexity, is performed in parallel computing systems using processors of graphics cards, which aims to speed up the calculations, but also places high demands on the process of pseudo-random numbers generation, which should prepare enough data in time, so as not to delay the key themes of the simulation. [Pro18] Work No. RMN 954/2014 entitled Models and methods of computer analysis of the evolution of real networks (Modele i metody komputerowej analizy ewolucji sieci rzeczywistych) Work manager C. Bartosiak. Realization period: The aim of the work is to develop models, methods, algorithms and their implementations to simulate the diffusion of phenomena in evolving networks and the evolution of network. The implementation will rely on a structure of independent software of evolution simulator and diffusion of phenomena. This shall allow among others to: examination of network creation processes; examination of diffusion processes in evolving networks; real network analysis, e.g. in order to early detect threats such as computer viruses, activities of criminal organizations;...

43 ... Research and Scientific Activities... build effective marketing strategies, organizational and/or commanding structures Participation of employees in external projects [Pro19] POKL /12-00 entitled Science is fascinating with the Military University of Technology (Z Wojskową Akademią Techniczną nauka jest fascynująca) the capacity of transport infrastructure and the liquidity of traffic in urban agglomerations. Thanks to innovative solutions combining modern IT technologies and achievements in the field of graph and network theory, the system is able to contribute to the improvement of current conditions on the roads. The system is designed both for organizations responsible for traffic management in the city, as well as for road users. Authors of the project: team from the Institute of IT Systems under the management of R. Kasprzyk. The project is funded by the European Social Fund under the Human Capital Operational Programme. Among the executors of the project are employees of the Institute of IT Systems: A. Walczak and G. Bliźniuk project coordinator. Realization period: Special achievements 1. Gold medal at the Fair CONCOURS LEPINE in Paris in Winning project: CARE. CARE Project (Creative Application to Remedy Epidemics) is the result of interdisciplinary research of complex networks. The presented solution enables simulation of the spread of the outbreak of infectious diseases, which allows to predict the dynamics and range of infectious disease, as well as indicate effective procedures to address the epidemic. Authors of the project: team from the Institute of IT Systems under the management of R. Kasprzyk. 3. Silver medal at the international exhibition of inventions International Invention Show & Technomart INST 2014 in Taipei. Winning project: SENSE. SENSE Project (Sensor Engineered Neurological Seizure Environment) is a system of rescuing people suffering from epilepsy. The use of electronic EMG sensors, accelerometers, can accurately identify seizures. The synergy of mobile platform and biomedical sensors supports immediate and reliable calling for assistance in cases of acute attacks of this disease. Authors of the project: team of young scientists from WAT under the management of M. Chmielewski. 2. Gold medal at 63. Innovation, Research and New Technologies Fair BRUSSELS INNOVA Winning project: CART. CART Project (Creative Application to Remedy Traffics) is a simulation system for decision support, which aimed to improve... 39

44 ... Research and Scientific Activities Bronze medal at the international exhibition of inventions International Invention Show & Technomart INST 2014 in Taipei. Winning project: PATRON. PATRON Project (Parkinson s Analytics for Tremors Recognition and Observation of Neuro-errors) a multi-sensory system for analyzing symptoms of Parkinson s disease, supporting the process of diagnostics and the process of clinical tests of neurological drugs. Authors of the project: team of young scientists from WAT under the management of M. Chmielewski. 6. Two gold medals at the exhibition of inventions IWIS Gold medal with distinction and special prize of the Minister of Science and Higher Education for the best invention. Winning project: PATRON. Authors of the project: team of young scientists from WAT under the management of M. Chmielewski. 5. Gold medal and special prize at the exhibition of inventions SIIF Winning project: TESLA TESLA Project (Teachable Environment for Sign Language Assistance) is a sensory system of analysis of sign language and gestures using miography and inertial sensors. Authors of the project: team of young scientists from WAT under the management of M. Chmielewski. Gold medal Winning project: TESLA. Authors of the project: team of young scientists from WAT under the management of M. Chmielewski. 7. Silver medal at the exhibition of inventions SIIF Winning project: PATRON Authors of the project: team of young scientists from WAT under the management of M. Chmielewski

45 ...Działalność naukowo-badawcza Bronze medal at the exhibition of inventions iena Winning project: PATRON. Authors of the project: team of young scientists from the Military University of Technology under the management of M. Chmielewski. 9. Second and third place in the national finals of the international competition Imagine Cup Second place in the category WorldCitizenship for the team CyberMeds (under the management of M. Chmielewski). The team presented the project PATRON (Parkinson s Assistance Toolkit Rapidly Obviating Neuroerrors), which is a data communications system comprehensively supporting conducting clinical tests of neurological drugs for Parkinson's disease. Third place in the category Innovation for the team ScienceSeargents (under the management of M. Chmielewski). The team presented a mobile application and TESLA sensor (Teachable Environment for Sign Language Assistance). TESLA is an innovative application for smartphones for the deaf, enabling recognition of gestures and sign language using data fusion from multi-channel surface electromyography and inertial sensors. The analysis of the activity of the forearm muscles controlling the fingers and hand, and its location in space allows for recognition in a short time, complex characters of sign language, and even own gestures to help the deaf communicate with the environment

46 ... Research and Scientific Activities Second place in the contest GIODO for the best privacy-friendly mobile application. Competition for the best privacy-friendly mobile application, jointly organized by the Ministry of Administration and Digitization and the General Inspector for Personal Data Protection. Patron of the competition was the Foundation Secure Cyberspace. The competition was, among others, to encourage young mobile application developers to comply with data protection principles and to construct privacy-friendly application. Winning project: SecureWallet. Authors of the project team of students of WCY composed of: M. Strzelczyk, P. Stec, P. Augustynowicz, M. Pachnik, R. Kasprzyk (team mentor). SecureWallet is a system aiming to be a digital wallet, which eventually could replace traditional solutions such as authentication with an identity document, gathering medical information (e.g. blood type, medical history, susceptibility to allergens), documentation of contracts and servicing of equipment (e.g. electronics equipment guarantees, history of technical reviews of the vehicle) and non-cash transactions using the latest encryption techniques ensuring anonymity and security. 11. Statuettes and diplomas of the Minister of Science and Higher Education for the projects COPE and SENSE at the 11th Exhibition of Polish Inventions 2014 held in Warsaw. The Exhibition of Polish Inventions is organized to present and promote the best Polish inventions entered and distinguished at world fairs of inventiveness in the previous year. Diplomas and statuettes are awarded to science and research entities and businesses who presented the most solutions (awarded) and to those inventors who won gold medals with distinction. In 2013, the SENSE project won two gold and one bronze medal and special award, and the project COPE a silver medal. 12. Successes of D. Bugajewski individual student mjr. PhD, Msc. M. Chmielewski from the Institute for IT Systems WCY WAT: First place in the national competition of the company Huawei Poland entitled Telecom Seeds for the Future. Awarded work mcop (Mobile Common Operational Picture Toolkit); victory in the October stage of the international competition Code Hunt Challenge, where D. Bugajewski obtained the title of the world s best programmer. Code Hunt Challenge is a series of international programming events related to the world s largest technology competition for students organized by Microsoft Imagine Cup. 13. Commemorative medals from the Rector of WAT for A. Najgebauer and D. Pierzchała (representing Poland in NATO Science and Technology Organization) for their contribution and commitment in the development of the Academy, personal participation in consolidating alliance ties and outstanding achievements in scientific works for NATO