INSTITUTE OF COMPUTER SCIENCE ANNUAL REPORT 2015

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1 WARSAW UNIVERSITY OF TECHNOLOGY FACULTY OF ELECTRONICS AND INFORMATION TECHNOLOGY INSTITUTE OF COMPUTER SCIENCE ANNUAL REPORT 2015 Institute of Computer Science ul. Nowowiejska 15/19, Warsaw, Poland phone: (+48 22) , fax: (+48 22) Internet Information:

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3 From the Director The Institute of Computer Science is one of the very few academic institutions in Poland with the longest tradition in computer research & development, as well as in education. The history of the Institute goes back to the year 1953 when the Division of Communications and Radio Equipment was established at the Faculty of Communications (was so called then). In 1960, the Division has designed and built one of the first industrially produced electronic computers in Poland, called UMC1. Teaching in the field of computing and computers has started early in 60's, so that the first few M.Sc. degrees in Computer Science were granted in From then on, the regular curricula in the field have been proposed. The main activities of the Institute of Computer Science concentrate around teaching of undergraduate and graduate computer science students, as well as, doing research in the field of computer science. The Institute s main areas for both, i.e. the teaching and research activities, concentrate around computer graphics, information systems, data and text mining, artificial intelligence, computer systems architectures, dependable computing and software engineering. This Annual Report summarizes both types of the activities of the Institute in the academic year 2014/2015. Now, each year some 80 students receive their BSc degrees and about 80 students are awarded with MSc degrees. Additionally, we are proud of our PhD students. In 2015, three PhD students have completed their theses and have been awarded with PhD degrees, one with honours. The last year was for the Institute very successful in all the fields of our activities. Two of our staff have been awarded with the habilitation title. In the research area, in 2014/2015 we worked on 16 projects. In particular, we have been involved in 3 projects funded by the National Scientific Center (NCN), 1 project funded by National Center for Research and Development, and 10 projects funded by the commercial partners. Our cooperation with industry involves not only the Institute s academic staff but also our PhD and MSc students, who participate in the research projects. We have continued research on intelligent tools for the University Knowledge Base, which is now in regular use by all the faculties of the University, and in addition has been deployed by other 7 universities. In 2014/2015 we were involved in organizing two important international conferences, namely PREMI in Warsaw and ISMIS in Lyon. Both events have been given very positive opinions in the international scientific community The outcome of the research run by the Institute staff is well reflected in our publication record. In 2015 our staff have authored and co-authored 95 publications, (two co-edited books, and 93 papers in international scientific journals, and conference proceedings, as well as chapters in the books). Additionally, 4 Institute s reports have been issued. The research achievements of the Institute s staff are well recognized in the academic community. Our colleagues are invited to the programme and organizing committees of international conferences. They are also often invited for reviewing papers for renowned international journals. It is my pleasure to express my appreciation to the Institute s staff for their efforts and contributions in the Institute s achievements in teaching and research. Warsaw, January 2016 Henryk Rybiński

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5 CONTENTS 1 GENERAL INFORMATION Mission of the Institute Noteworthy events in ' Board of Directors Organisation of the Institute Division of Computer Graphics Division of Information Systems Division of Computer Architectures and Software Engineering Computer Laboratory STAFF Senior academic staff Junior academic staff Technical and engineering staff Administrative staff TEACHING ACTIVITIES Basic courses offered by the Institute English language Computer Science Courses Special courses RESEARCH AND EDUCATION PROJECTS Projects granted by the University (Research) Projects granted by the National Science Centre NCN (Research) Other projects International co-operation TITLES AND DEGREES AWARDED DSc Degrees PhD Degrees MSc and BSc Degrees PUBLICATIONS Scientific and technical books, chapters in books, editorships Scientific and technical papers in Journals Scientific and technical papers published in journals listed in the Journal Citation Reports JCR. List A Ministry of Science and Higher Education Scientific and technical papers published in journals listed in the Journal Citation Reports. List B Ministry of Science and Higher Education Other Journals Scientific and technical papers in conference proceedings Scientific reports AWARDS CONFERENCES, SEMINARS AND MEETINGS Organisation of international conferences Participation in international conferences Local conferences and workshops LIBRARY OF THE INSTITUTE... 68

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7 Annual Report 2015 of the Institute of Computer Science 7 1 GENERAL INFORMATION 1.1 Mission of the Institute The Institute of Computer Science is one of the six institutes at the Faculty of Electronics and Information Technology, Warsaw University of Technology. The main activities of the Institute are teaching of undergraduate and graduate students in computer science, as well as performing research projects in the field of computer science. The main Institute s research areas include computer graphics, information systems, artificial intelligence, data mining, computer systems architectures, dependable computing and software engineering. Both, the research and teaching areas have influenced the organisation of the Institute: its staff is subdivided into three divisions, namely Computer Graphics, Information Systems, and Computer Architecture and Software Engineering. Each division has a dedicated set of computer facilities used for research by the Institute staff, and by students in performing their advanced projects, including the diploma projects. In addition to these three research divisions and their specialised equipment and software, the Institute also has a common Computer Laboratory, which provides system resources, know-how and the organisational framework for the teaching process. At the Faculty of Electronics and Information Technology the Institute is responsible for the teaching tracks in the field of computer science, including the track Electrical and Computer Engineering, which is provided in English. Our staff members are involved in supervising the BSc, MSc, and PhD projects. In 2015 we have awarded 81 students with BSc degree, 65 students with MSc degree, and 3 PhD students with PhD degree. In 2015, 65 staffers were employed in the Institute of Computer Science, including 54 scholars: 11 professors, 1 associate professor, 28 assistant professors with a PhD degree, 1 assistant and 13 senior lecturers. The remaining employees are the engineers, laboratory and office staff. 1.2 Noteworthy events in '15 The PhD thesis of Konrad Ciecierski has won the main prize in the category of applied thesesin the competition of Polish Artificial Intelligence Society (PSSI). In October 2015, two new postgraduate studies started at the Institute of Computer Science. The names of these studies are Computer and Information Technology Applications and Java EE Software Production. The programs of both studies take two semesters and consist of the following main topics: For Computer and Information Technology Applications : 1. Introduction to Computer Science. 2. Computer Architecture. 3. Windows Operating System. 4. Mobile Technologies. 5. Word Processing and Desk Top Publishing. 6. Computer Graphics. 7. Internet. 8. Information Technologies in Business. 9. Multimedia. 10. Edition of Internet Portals. 11. Administration of Local Networks. 12. Spreadsheets. For Java EE Software Production : 1. Basics of Programming in Java. 2. Object- Oriented Programming. 3. Event-Driven Programming. 4. User Interface. 5. Production and Testing. 6. Data Structures. 7. Enterprise Java EE Applications. 8. Selected Elements of Java Technology. 9. Database Support.

8 8 General Information Warsaw University of Technology has launched polytechnic version for children, called PW Junior. Young students come from primary school grades 5 and 6 and from middle school. Almost like the real university students, children attend regular lectures, auditory and laboratory exercises and workshops. Each participant has also real student's index. Institute of Computer Science taught laboratory and in the field of computer science classrooms. Classes with students of primary schools were led by Krzysztof Chabko, Krzysztof Gracki and Rajmund Kożuszek. These included the basics of algorithms, binary representation of numbers and operations on them, as well as the design and implementation of one-bit adder. Classes with students of middle schools were led by Krzysztof Chabko, Krzysztof Gracki, Henryk Kowalski and Marek Pawłowski. Throughout the year, students develop more and more complex projects. Classes had different themes: development kit C2000 Piccolo LaunchPad, software environment Code Composer Studio v5, generating a PWM control signal, a data collection channel for time dependency of digital signals, colour measurement system with high resolution circuit, handling of Piccolo processor series I2C module, a weather station with Tiva processor measuring temperature, humidity and atmospheric pressure. In 2015 Waldemar Grabski was a faculty coordinator of the co-operation with the secondary schools and a member of the Curriculum Council of the Open School of the Faculty of Electronics and Information Technology. Within the frames the Open School programme Professor Piotr Gawrysiak gave lecture Is it possible to be anonymous online?, 22 April 2015.

9 Annual Report 2015 of the Institute of Computer Science Board of Directors Director Henryk Rybiński, Tenured Professor Room: 204 Phone: (+48-22) Fax: (+48-22) H. Deputy Director for Research Mieczysław Muraszkiewicz, Tenured Professor Room: 204 Phone: (+48-22) Fax: (+48-22) M. Deputy Director for Academic Affairs Rajmund Kożuszek, MSc Room: 205 Phone: (+48-22) Fax: (+48-22) R.

10 10 General Information 1.4 Organisation of the Institute Division of Computer Graphics Head of Division: Przemysław Rokita, Tenured Professor Room: 322 Phone: (+48 22) Jan Zabrodzki, Tenured Professor Tomasz Martyn, PhD, DSc, Associate Professor Jerzy R. Chrząszcz, PhD, Assistant Professor Kamil Kompa, PhD, Assistant Professor Jacek Raczkowski, PhD, Assistant Professor Michał Rudowski, PhD, Assistant Professor Janusz Rzeszut, PhD, Assistant Professor Jerzy Stachera, PhD, Assistant Professor Cezary Stępień, PhD, Assistant Professor Tomasz Trzciński, PhD, Assistant Professor Krzysztof Chabko, MSc, Senior Lecturer Krzysztof Gracki, MSc, Senior Lecturer Henryk A. Kowalski, MSc, Senior Lecturer Rajmund Kożuszek MSc, Senior Lecturer Grzegorz Mazur, MSc, Senior Lecturer Julian Myrcha, MSc, Senior Lecturer Marek Pawłowski, MSc, Senior Lecturer Paweł Radziszewski, MSc, Senior Lecturer Zbigniew Szymański, MSc, Senior Lecturer Research profile: computer image generation and digital image processing: high quality modelling and rendering, scientific visualisation, colour in computer graphics, modelling of natural phenomena and objects, real-time image generation and processing (algorithms, hardware and software), virtual reality systems, biometry, digital image analysis and recognition. Current research projects include: Stereoscopic high-quality 3D visualization, Optimized rendering algorithms for mobile devices, Application of advanced artificial intelligence in computer games, Multiplatform game engines, Applications of image processing methods in computer graphics, Interaction in virtual reality systems, Data visualisation, Biometry based on 3D face recognition algorithms, 3D scene reconstruction, Soft body dynamics and interaction simulation, Modelling and rendering of plants and their growth, Colour spaces,

11 Annual Report 2015 of the Institute of Computer Science 11 Document processing and handwriting recognition, Fractal rendering, Compositing computer generated and real images, Advanced programming of high-performance GPU architectures. Facilities: The computer facilities provided for the Computer Graphics Davison members and their students are mostly based on PC computers equipped with high-performance CPUs and GPUs connected to the Institute s network. Computer graphics laboratory resources include: passive and active stereoscopic viewing systems, VR equipment, various I/O devices digitizer tablet, 3D scanner, 3D printer, professional grade thermal printer, frame grabbers, video cameras. Several professional software systems are available on the laboratory computers, including: Autodesk 3DStudio Max, Adobe Photoshop and Corel DRAW Graphics Suite. Computer Graphics Division is organizing seminars covering a broad range of imagerelated topics, ranging from research and applications to technology and art, focusing on computer graphics, digital image processing and pattern recognition. Lectures are given by invited speakers, Computer Graphics Davison members and their students. Seminar schedules and themes are available on the division s website Division of Information Systems Head of Division: Marzena Kryszkiewicz, Tenured Professor Room: 318 Phone: (+48 22) Mieczysław Muraszkiewicz, Tenured Professor Henryk Rybiński, Tenured Professor Zbigniew Raś, Tenured Professor Krzysztof Walczak, Tenured Professor Piotr Gawrysiak, PhD, DSc, Professor Piotr Andruszkiewicz, PhD, Assistant Professor Robert Bembenik, PhD, Assistant Professor Jarosław Chudziak, PhD, Assistant Professor Konrad Ciecierski, PhD, Assistant Professor Tomasz Gambin, PhD, Assistant Professor Jakub Koperwas, PhD, Assistant Professor Marek Kozłowski, PhD, Assistant Professor Jacek Lewandowski, PhD, Assistant Professor Grzegorz Protaziuk, PhD, Assistant Professor Dominik Ryżko, PhD, Assistant Professor Łukasz Skonieczny, PhD, Assistant Professor Andrzej Ciemski, PhD, Senior Lecturer Piotr Parewicz, MSc, Senior Lecturer Piotr Salata, MSc, Senior Lecturer

12 12 General Information Research profile: practice and theory of information, database and knowledge systems as well as knowledge representation and discovery, data, text, spatial and Web mining, privacy preserving data mining, reasoning about knowledge, machine learning, natural language processing, rough sets, bioinformatics, multi-agent systems, mobile technology. Current research projects include: Tools for semantic Web and databases, Knowledge discovery, data, text, space, multimedia and Web mining, Information retrieval and extraction, Knowledge extracting to automate innovation, Analysis of genome data, Application of cloud technologies to analysis of genomic data Distributed default logics for reasoning in multi-agent systems, Building and maintenance of ontologies, Creation and maintenance of knowledge bases, Modelling of scalable digital data repositories, Implementation of decision support systems. Facilities: the computer facilities provided for ISD staff members and their students consist of computers and servers integrated into the Institute s network: PC computers, notebooks (Dell, Lenovo ThinkPad), tablets (HP), accelerator Java Zing, servers Windows 2008, servers Linux and server AIX. In 2015, a series of seminars was organized. The lectures were given both by the staff and PhD students of Division of Information Systems, as well as guests from other academic institutions. In addition, the division staff organized the 6th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2015) in cooperation with Machine Intelligence Unit of Indian Statistical Institute. The conference took place at the Faculty of Electronics and Information Technology of WUT. The division staff was also involved in organizing the ISMIS 2015 international symposium and organized the Special Session on Multi-Agent Systems for Big Data at the WI-IAT 2015 conference Division of Computer Architectures and Software Engineering Head of Division: Janusz Sosnowski, Tenured Professor Room: 141 Phone: (+48 22) Ilona Bluemke, PhD, DSc, Assistant Professor Roman Podraza, PhD, Associate Professor Grzegorz Blinowski, PhD, Assistant Professor Krzysztof Cabaj, PhD, Assistant Professor Wiktor Daszczuk, PhD, Assistant Professor Anna Derezińska, PhD, Assistant Professor Henryk Dobrowolski, PhD, Assistant Professor Piotr Gawkowski, PhD, Assistant Professor

13 Annual Report 2015 of the Institute of Computer Science 13 Artur Krystosik, PhD, Assistant Professor Dariusz Turlej, PhD, Assistant Professor Jacek Wytrębowicz, PhD, Assistant Professor Waldemar Grabski, MSc, Senior Lecturer Konrad Grochowski, MSc, Assistant Research profile: system dependability (reliability, availability, performance, fault diagnostics and fault tolerance, system backups and recovery), advanced software engineering problems, software quality issues, advanced system and logical synthesis, formal methods and tools for system design and verification, parallel processing architectures, distributed systems, communication protocols, embedded and real-time systems. Current research projects include: Testing and analysis of fault effects in computer systems (hardware and software), fault injection techniques, error detection and fault handling techniques, monitoring/analysing event and performance logs, security issues, Simulation techniques, modelling and formal methods for specification, design and verification of software, communication protocols, etc., Modern technologies of software design and development, system life cycle, project management, development and maintenance monitoring, model driven engineering, component based and aspect programming, data analysis tools, data mining applications, Embedded systems, intelligent measurement devices, multi-agent systems, remote reconfiguration, Computer networks, security engineering, software defined networks, dependability issues in distributed systems. Facilities: The computer facilities provided for CASED members and students consist of many PC machines connected to the Institute s network. Moreover, the division laboratory is equipped with six servers (with virtualization based on Vmware, HyperV and Zen), multiprocessor workstations with RAID disk arrays (comprising SSD and HDD discs) and PCs connected to local and faculty network. This equipment is dedicated for research purposes and students projects as well. In addition to this there is a special stand for experiments with multi-agent systems (embodied agents represented by small mobile robots), real time systems and sophisticated simulation platforms for tracing fault effects in computer systems. Various specialized software packages are available (locally and remotely) for research and educational purposes. In 2015 series of seminars devoted to dependable computing problems, embedded systems and software engineering have been organized. Members of CASED co-operate with other scientific groups (Institute of Control and Computation Engineering, Faculty of Transport, Institute of Telecommunication, Florida Gulf Coast University) and industry within various projects.

14 14 General Information Computer Laboratory Head: Mariola Jamiołkowska, BSc Room:140a Phone: (+48 22) Activity profile: The Computer Laboratory provides computational facilities and services for both teaching and research carried out in the Institute. It consists of several laboratories dedicated to programming, hardware design, performing different software and hardware projects (i.e. diploma theses). Facilities: The resources of the Computer Laboratory are closely integrated with other computer resources of the Institute (the research laboratories, staff-members personal computers) into one, multiprotocol, heterogeneous network. This LAN consists of several main servers (IBM pseries, IBM x3650m3, IBM x3755m3, SUN X4600M2, Agilent N2X, LINUX, Windows Advanced Servers), common disk matrices (Hitachi), and a large number of PCs and workstations. All the computers at the Institute have full access to the University's campus network and to the Internet. In 2015 our Institute gained five laboratories in a new building being part of the Faculty of Electronics and Information Technology. Two of the new laboratories are used to perform classes for a wide range of subjects concerning Computer Science, one hosts all specialized hardware needed to perform projects on designing and development of Digital Electronic Systems, one hosts the Embedded Systems Laboratory and the fifth one specializes in Virtual Reality. All newly created laboratories are equipped with new computers and multipurpose hardware. Our Hardware Group of the Computer Laboratory has also gained in 2015 new computers, oscilloscopes and generators. The Software Group of the Computer Laboratory supports various operating systems (AIX, LINUX, Windows) and various applications (compilers, simulators, CASE tools, office programs, etc.), including advanced software packages such as Visual.Net Studio, ORACLE RDBMS, IBM DB2, IBM Rational, Eclipse, SQL Server, and many others. The Hardware Group of the Computer Laboratory is equipped with specialized hardware development workstations, each consisting of a modular microprocessor/hardware assembly system (SML3), linked to a personal computer. Oscilloscopes and development systems for several types of microprocessors are provided as additional equipment. As a result of a long term cooperation with Texas Instruments, the Hardware Group is equipped with 10 2-core DSP/ARM processors development kits (H52C1 Concerto control Card), and floating licences for the Code Composer Studio v5 have been obtained. There are ezdsp6713 Kit, TMS320VC5505 DSP Evaluation Module, MSP430 USB Debugging Interface, MSP430F55xx USB 80-Pin Target board, F28035 Piccolo Experimenter s Kit, Define C28343 Experimenter s Kit, Define C28346 DIM168 Experimenter s Kit, C2000 Peripheral Explorer Kit, Dual Motor Control and PFC Developer s Kit and C2000 Renewable Energy Developer s Kit in laboratory linked to the computers with Code Composer Studio v5 software. This equipment is used for digital signal processor architecture and programming courses, preparation of BSc and MSc projects, research and scientific work in the field of real time systems and ECG signal analysis.

15 Annual Report 2015 of the Institute of Computer Science 15 Our Embedded Computing Lab, created together with Freescale Semiconductor Inc., is equipped with the following modules: TWR-K70F120M kits (includes elevator and serial modules), TWR-LCD graphical LCD modules, TWR-PROTO modules, TWR-WIFI- G1011MI Wi-Fi modules, TWR-K53N512 kit (it includes elevator and serial modules), MED-EKG kit for the Tower system, TWR-MEM-PISMO memory module, TWR-WIFI- RS2101 Wi-Fi module, and a 100 seat floating license for CodeWarrior Academic version for MCUs.

16 16 Staff 2 STAFF 2.1 Senior academic staff Piotr ANDRUSZKIEWICZ, MSc (2005); PhD (2012); Computer Science, Assistant Professor, Information Systems Division; Data- and Web-Mining; Privacy Preserving Data Mining; Machine Learning; Databases; Mobile Phone Technologies; [Edu40]; [BSc16], [BSc43], [BSc60]; [Pub44], [Pub76]. Room: 302/304 phone: Robert BEMBENIK, MSc (2001), PhD (2007); Computer Science, Databases, Spatial Databases, Spatial Data Mining, Data Mining, Assistant Professor, Information Systems Division; Director of Postgraduate Studies Business Analytics (2014-); [Edu40]; [MSc21]; [BSc28], [BSc52], [BSc67], [BSc73]; [Pub16]. Grzegorz BLINOWSKI, MSc (1993), PhD (2001); Assistant Professor; Computer Science, Division for Computer Architecture and Software Engineering; operating systems and distributed systems, with special emphasis on large scale distributed systems: P2P and grid computing. Other research interests include computer network security; Rector s Award in Education (2013); Rector s Award (2014); [Edu14], [Edu30], [Edu115]; [Pub41]. Ilona E. BLUEMKE, MSc (1978), PhD (1989), DSc (2015) Assistant Professor; Computer Science; Division for Computer Architectures and Software Engineering; Member of the Polish Computer Society (1980-); Member of Technical Committee on Software Engineering IASTED (2001); Rector's Award in Education (2005); Rector s Award in Science (2008); [Edu6], [Edu32], [Edu50], [Edu58], [Edu61]; [MSc47]; [BSc10]; [Pub22], [Pub46], [Pub47]. Krzysztof CABAJ, MSc (2004), PhD (2009); Computer Science, Assistant Professor, Division for Computer Architecture and Software Engineering; Computer Networks, Security, Data-Mining; Cisco Certified Instructor of CCNA, NS, CCNP courses; Rector s Award (2014); [Edu20]; [MSc8]; [BSc70]; [Pub23], [Pub24], [Pub25], [Pub48]. room #302 phone: Room: 206 Phone: Room: 206 Phone: Room: 134 phone: Krzysztof CHABKO, MSc (1993); Senior R&D Engineer ( ); Computer Graphics Division; Lecturer ( ); Senior Lecturer (2013-); Rector s Award in Education (2012); [Edu65], [Edu71], [Edu78], [Edu87], [Edu99], [Edu100]; [MSc63]; [BSc46], [BSc47], [BSc78]. Room: 309 Phone:

17 Annual Report 2015 of the Institute of Computer Science 17 Jerzy R. CHRZĄSZCZ, MSc (1986), PhD (1994); Assistant Professor; Microprocessor Systems and Programmable Logic, Computer Graphics Division; Member of the Curriculum Committee ( ); Secretary of Seminar on Computer Graphics, Image Processing and Pattern Recognition (1993-); Member of the Polish Information Processing Society (1986-); Rector's Award in Education (1992), (2002); Minister of Education Award (1995); [Edu16]; [BSc9], [BSc22], [BSc27], [BSc44]. Jarosław CHUDZIAK, MSc (1988), PhD (1990); Assistant Professor; Information Systems, Databases, Decision Support Systems; Information Systems Division; [MSc56]; [Pub3]. Room: 310 Phone: Room: 316 Phone: Konrad CIECIERSKI, MSc (2007), PhD (2014), Assistant Professor; Information Systems Division; Neuroinformatics; Data Mining and Statistical Methods in Neurosurgery and Medical Sciences; Rector s Award (2015); [Pub17], [Pub50]. Room: Phone: Andrzej CIEMSKI, MSc (1995), PhD (2000); Assistant Professor ( ); Senior Lecturer (2012-); predictive modelling with special emphasis on business applications; business information systems in theory and practice. Over 15 years experience in professional services for business solutions including IT; Information Systems Division; [Edu7], [Edu23], [Edu114]; [MSc53], [MSc64]; [BSc11]; [Pub3]. Wiktor DASZCZUK, MSc (1982); PhD (2003); Assistant Professor; Computer Science; Specification and verification of concurrent systems; Division for Computer Architecture and Software Engineering; Member of the Polish Information Processing Society (1981); Siemens Award in R&D Projects (1996); Rector s Award in Science (2014), [Edu15], [Edu18]; [Pub4], [Pub5], [Pub6], [Pub7], [Pub26]. Anna DEREZIŃSKA, MSc (1984); PhD (2002); Assistant Professor; Computer Science; Research interests: software engineering, especially different aspects of model driven development, software testing - including mutation testing, system dependability evaluation and improvement. Division for Computer Architectures and Software Engineering; Rector s Award in Education (2005); Rector s Award in Science (1993), (1998), (2003), (2008); [Edu32], [Edu61], [Edu106], [Edu110]; [Pub28], [Pub53], [Pub54], [Pub55], [Pub56]. Room: 316 Phone: Room: 319 Phone: Room: 321 Phone:

18 18 Staff Henryk DOBROWOLSKI, MSc (1975), PhD (1986); Assistant Professor; Computer Science, Division for Computer Architectures and Software Engineering; Rector s Award in Science (1996), (1999), (2003); Siemens Award in R&D Projects (1996); Deputy Director for Research ( ); Rector's Award in Education (2002); Member of ACM (2006-); Minister of Education Award (2011); [Edu3], [Edu25]. Tomasz GAMBIN, MSc (2007); PhD (2012); Computer Science, Assistant Professor, Information Systems Division; Bioinformatics, Genomics; Data Mining and Statistical Methods in Molecular Biology and Medicine; Rector s Award in Science (2013); [Pub8], [Pub9], [Pub11], [Pub18]. Room: 415A Phone: Room: 304/302 phone: Piotr GAWKOWSKI, MSc (1998); PhD (2005); Computer Science, Assistant Professor; Division for Computer Architecture and Software Engineering; Rector s Award (2003), (2006), (2008), (2009), (2011); Member of IEICE ( ); [Edu6]; [MSc23]; [BSc30], [BSc32]; [Pub23], [Pub24], [Pub48]. Room: 134 Phone: Piotr GAWRYSIAK, MSc (1998), MA (2001), PhD (2002), DSc (2010), DSc (2015); Professor; Information Systems Division; text and web mining, with special emphasis on natural language processing related methods and document structure analysis. Other research interests include data mining, mobile and embedded systems and user interfaces. Deputy Director for Research ( ); Top 500 Innovators member (40.2 Stanford University, 2012); IFIP TC14 representative for Poland (from 2011); Rector s Award (2014); [Edu41], [Edu118]; [MSc24], [MSc25], [MSc29], [MSc31], [MSc52], [MSc62]; [BSc41], [BSc66]. Waldemar GRABSKI, MSc (1994); Computer Science, Senior Lecturer, Division for Computer Architecture and Software Engineering; Siemens Award in R&D Projects (1996); Coordinator of co-operation with secondary schools and Member of the Curriculum Council of the Open School of the Faculty of Electronics and Information Technology (2009-); Rector s Award (2014); [Edu13]; [BSc72]; [Pub5], [Pub7], [Pub79]. Krzysztof GRACKI, MSc (1992); Senior R&D Engineer ( ); Lecturer ( ); Senior Lecturer (2013-) Computer Graphics Division; Rector s Award in Education (2012); [Edu17], [Edu82], [Edu89], [Edu97]; [MSc4], [MSc37]; [BSc18], [BSc76]; [Pub21], [Pub35], [Pub36]. Room: 317 Phone: Room: 320 Phone: Room: 312 Phone:

19 Annual Report 2015 of the Institute of Computer Science 19 Kamil KOMPA, MSc (2006), PhD (2010); Information Technology, Industrial Electronics, Renewable Power Systems; Laureate of Georgius Agricola scholarship (2008), (2009); Laureate of Mazovia scholarship with special award for achievements in research on modern electrical power systems (2009); PhD project realized in cooperation of Warsaw University of Technology (Poland) with Zentrum für Angewandte Forschung und Technologie Dresden (Germany), Technische Universität Dresden (Germany) and Hochschule für Technik und Wirtschaft Dresden (Germany); [MSc27], [MSc35], [MSc46]; [BSc14]; [Pub77]. Jakub Janusz KOPERWAS, MSc (2004), PhD (2010); Computer Science, Assistant Professor, Information Systems Division; Software Engineering; Data-Mining; Bioinformatics Sun Certified Java Programmer, Sun Certified Web Component Developer, Sun Certified Business Component Developer; Rector s Award (2015); [Edu31]; [MSc1], [MSc17]; [BSc1], [BSc48]. Henryk A. KOWALSKI, MSc (1987); Senior Lecturer; Computer Science, Computer Graphics Division; Digital Signal Processing, DSP Processor Architecture and Programming, Computers in Cardiology; Rector s Award in Education (1998), (2007), (2012), (2013); [Edu24], [Edu54]; [MSc39], [BSc55]. Room: 308 Phone: Room: 316 phone: Room: 308 Phone: Marek KOZŁOWSKI, MSc (2008); MSc in economy (2011); PhD (2014); Computer Science, Assistant ( ); Assistant Professor (2015-), Information Systems Division; Research Interests: Text Mining, Words Sense Discovery, Natural Language Processing; [Pub12], [Pub66]; [Rep1]. Room: 302 phone: Rajmund KOŻUSZEK, MSc (1988); Senior Lecturer; Computer Science, Computer Graphics Division; Minister of Education Award (1995); Member of ACM (2005-), Member of IEEE computer Society (2003-); Deputy Director for Academic Affairs Institute of Computer Science (2008-); Rector s Award in Education (2012); Laureate of the Golden Chalk Distinction for the Pattern Recognition Laboratory (2012); Rector s Award (2014); [Edu43], [Edu62], [Edu63], [Edu76], [Edu95]; [MSc2], [MSc7], [MSc12], [MSc61]. Artur KRYSTOSIK, MSc (1994), PhD (2008); Computer Science, Assistant Professor, Laboratory for Computer Architecture and Software Engineering; Siemens Award in R&D Projects (1996); [Edu29], [Edu37]; [BSc8]. Room: 205 Phone: Room: 320 Phone:

20 20 Staff Marzena KRYSZKIEWICZ, MSc (1988); PhD (1995); DSc (2003); Tenured Professor (2013), Professor; Computer Science, Data Mining and Knowledge Discovery, Intelligent Information Systems, Machine Learning, Approximate Classification and Concept Learning, Information Systems Division; Member of the Faculty Council Committee for Scientific Research ( ); Member of the Faculty Council (2003-); Member of the Dean s Committee for Quality of Education (2005); Member of the Faculty Council Committee for Education (2008-); WUT co-ordinator of the field specialization Computer Information System Engineering (2008-); Member of the Faculty Council Committee for Accreditation of Courses ( ); Vice-chief of the Faculty Council Committee for Elections (2004); WUT co-ordinator of EU Canada Student Mobility Program International Distributed Computer Science Degree ( ); Faculty co-ordinator of EU Canada Cooperation programme in the field of higher education and vocational training Building Internationally Distributed Computer Science Joint Degree Programs ( ); Faculty co-ordinator of the Agreement on Dual Degree Master Program in Computer Science between Warsaw University of Technology, Faculty of Electronics and Information Technology and Technische Universität Berlin, School of Electrical Engineering and Computer Science (2008); Member of the Committee for Invited Visiting Lecturers of Development Programme of Warsaw University of Technology (2009-); Member of Program Committees and reviewer for several international conferences and journals; Award of Foundation for Polish Science (1995); Award of the Dean of the E&IT Faculty (1996); Rector s Award in Science (1999), (2001), (2005); Rector s Award in Education (2002); Minister of Education Award (2004); Associate Dean for Academic Affairs ( ); Head of the Group of the E&IT Faculty Council Committee for Education for Creating Master Program in Computer Science ( ); Head of the Group of the E&IT Faculty Council Committee for Education for Creating Master and BSc Education Programs in Computer Science (2011-); Member of Scientific Council of IPI PAN ( ); Head of Division of Information Systems (2009-); [Edu35], [Edu52], [Edu74], [Edu85], [Edu117]; [MSc28]; [BSc38], [BSc62]; [Pub2], [Pub67]. Jacek LEWANDOWSKI, MSc (2006); PhD (2013); Computer Science, Assistant, Information Systems Division; Semantic Web, Neural Networks, Multi-Agent Systems, Ontologies, Databases. Rector s Award (2014); [MSc26]; [Pub16]. Room: 318 Phone: Room: 302 phone: Tomasz MARTYN, MSc (1995), PhD (1999), DSc (2012); Associate Professor; Computer Graphics Division; Author and co-author of 4 books as well as many research papers and articles published in various peer-reviewed international journals and conferences; Research: fractal geometry, scientific visualization, real-time rendering techniques, and game engine programming; Member of the IEEE; Rector s Award in Education (2012); Rector s Award in Science (2013); [Pub29]. Room: 312 Phone:

21 Annual Report 2015 of the Institute of Computer Science 21 Grzegorz MAZUR, MSc (1987); Computer Science, Senior Lecturer; Computer Graphics Division; Member of IEEE Computer Society (1987); Minister of Education Award (1995); Rector s Award (1998), (2007); [Edu47], [Edu64], [Edu77]; [BSc50], [BSc75]; [Pub42]. Mieczysław MURASZKIEWICZ, MSc (1972), PhD (1978), DSc (1984), Computer Science, State Professor (1993); Information Systems Division; Specialization: information and knowledge systems, databases, networking; Research: semantic databases, knowledge representation and discovery, data mining, mobile technology, parallel computer architecture, and related topics; Thesis supervision: 15 PhD and some 160 MSc theses; Author and co-author of over 115 scientific papers and monographs; Leader of some 55 ICT projects carried out in 45 countries; Member of several professional associations and scientific boards abroad and in Poland, including European emobility Platform and Polish emobility Platform. Expert and consultant to United Nations, World Bank and European Commission; Laureate of the Golden Chalk Distinction for excellence in teaching (2008); Associate Dean for Research & Int. Cooperation ( ); Member of Informatics Committee at Polish Academy of Science (2011-); Deputy Director for Research (2012-); [Edu39], [Edu56]; [MSc42], [MSc45]. Julian MYRCHA, MSc (1991); Computer Science, Senior Lecturer, Computer Graphics Laboratory; Rector s Award (1998); [Edu28], [Edu96], [Edu109], [Edu105]; [MSc9]; [MSc15]; [BSc7], [BSc20], [BSc25], [BSc29], [BSc40], [BSc45], [Pub73]. Room: 310 phone: Room: 204 Phone: Room: 308 Phone: Piotr PAREWICZ, MSc (1975); Senior Lecturer; Database Systems, Information Systems, Artificial Intelligence Information Systems Division; Deputy Director for Academic Affairs Institute of Computer Science ( ); [Edu21]. Room: 321b Phone: Marek PAWŁOWSKI, MSc (1977); Senior R&D Engineer ( ); Head of Comp. Lab. ( ); Rector s Award in Education (2007), (2011), (2012). Lecturer ( ); Senior Lecturer (2012-); Computer Science, Computer Graphics Division (2011-); [Edu10]; [Pub35], [Pub36]. Roman PODRAZA, MSc (1981), PhD (1986); Associate Professor; Computer Science; Division for Computer Architectures and Software Engineering; Faculty Coordinator for English-Medium Studies (1995-), Member of Joint Undergraduate and Graduate Admission Committee for English-medium Studies (1994-), Member of FEIT Committee on Faculty Organisation ( ), Member of EAIE ( ); Member of Education Committee ( ); Rector s Award Room: 415 Phone: Room: 206a, Phone:

22 22 Staff (2010); Faculty co-ordinator of EU Canada Cooperation programme in the field of higher education and vocational training Building Internationally Distributed Computer Science Joint Degree Programs (2012-); Academic Coordinator of KEUDOS (Korea + EU Degree Opportunities for Students) Program (2013 -); Member of Expert Team for Diagnosis of Internationalization in Units of Warsaw University of Technology end for Developing Internationalization Level Indicators (2013-); [Edu2], [Edu11], [Edu46], [Edu53], [Edu59], [Edu60], [Edu103], [Edu104], [Edu112]; [BSc12]. Grzegorz PROTAZIUK, MSc (2001); PhD (2006); Computer Science, Assistant Professor, in Information Systems Division; Interest in: Knowledge and Data Discovery, Data and Text Mining, Management Information Systems; [Edu44]; [Pub16]. Room: 302 Phone: Jacek RACZKOWSKI, MSc (1986), PhD (1996); Assistant Professor; Computer Graphics; Computer Graphics Division; Member of the Rector s Committee for Computer Infrastructure ( ); Minister of Education Award (1995); Rector s Award in Education (1998), (2012); Member of Interklasa Task Force (2001-); [BSc2], [BSc57]. Paweł RADZISZEWSKI, MSc (1993); Senior R&D Engineer ( ); Lecturer ( ); Senior Lecturer (2013-); Computer Graphics Division; Rector's Award in Education (1992), (2005); [Edu69], [Edu73], [Edu86], [Edu91]; [BSc39]. Room: 311 Phone: Room: 309 Phone: Zbigniew W. RAŚ, MSc (1970), PhD (1973), DSc (2004); Tenured Professor (2012); Professor; Division of Information Systems; Professor with tenure in the Department of Computer Science at the University of North Carolina, Charlotte (1987-); Previously affiliated at: University of Warsaw, Polish Academy of Sciences, Jagiellonian University, University of Florida (Gainesville), Columbia University (New York), University of Tennessee (Knoxville), and Lockheed Research Lab (Palo Alto); Editor-in-Chief of the Journal of Intelligent Information Systems (Springer) and the Editor-in-Chief of the International Journal of Social Network Mining (InderScience Publishers); Deputy Editor-in-Chief of Fundamenta Informaticae Journal ( ); Member of the Editorial Board of many international journals, the editor/co-editor of 38 books and the author of more than 230 papers in the area of Intelligent Information Systems, Soft Computing, Knowledge Discovery and Data Mining, and Music Information Retrieval; He has received a number of competitive research grants and contracts (NSF, DOE, DOD/US Army, ORNL, ONR, IBM), and he is the recipient of the Harshini V. de Silva Graduate Mentor Award (UNC-Charlotte, 2009), the recipient of COIT Graduate Faculty Excellence in Teaching Award (UNC-Charlotte, 2003), and the recipient of the Alcoa Foundation Outstanding Faculty Award (in 2000); Finalist of the Bank of America Award for Teaching Excellence (2008); Rector s Award in Education (2013); [Edu57]; [MSc55]; [Pub1], [Pub50], [Pub57], [Pub68], [Pub69]. Room: 317 Phone:

23 Annual Report 2015 of the Institute of Computer Science 23 Przemysław ROKITA, MSc (1985), PhD (1993), DSc (2000), Tenured Professor (2014); Professor; Computer Science, Computer Graphics and Image Processing, Computer Graphics Division; Member of SPIE, ACM, IEEE; Minister of Education Award (1995); Rector s Award in Science (2001); Laureate of the Golden Chalk Distinction for excellence in teaching WUT (2005), (2006); Head of Computer Graphics Division (2013-); Member of the Faculty Council (2000-); Member of the Faculty Council Committee for Scientific Research (2008-); Research interests: computer science & information technology, digital image processing, computer graphics, image perception; Previously affiliated as visiting scientist and professor at: Max-Planck-Institut für Informatik - Computer Graphics Department (Germany), The University of Aizu (Japan), Hiroshima Institute of Technology (Japan), Hiroshima Prefectural University (Japan), Imperial College of Science, Technology and Medicine (United Kingdom); Member of Program Committees and reviewer for many international conferences and journals, including: IEEE Computer Graphics & Applications, The Visual Computer, Real- Time Imaging, Opto-Electronics Review, Journal of Imaging Science and Technology, IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Multimedia, ACM Siggraph, Eurographics, High Performance Graphics; Expert and consultant at National Centre for Research and Development, National Science Centre, Ministry of Science and Higher Education; [Edu36]; [MSc34], [MSc36], [MSc49]; [BSc17], [BSc61], [BSc69]; [Pub20], [Pub45], [Pub51], [Pub73]. Room: 322 Phone: Michał RUDOWSKI, MSc (1980), PhD (1986); Assistant Professor; Computer Science and Computer Engineering; Database Systems, Information Systems, Computer Graphics; Computer Graphics Division; [Edu27]; [BSc21]; [Pub37], [Pub38], [Pub81]. Room: 321a Phone: Henryk RYBIŃSKI, MSc (1970), PhD (1974), DSc (1988), Tenured Professor (2001); Specialization: information systems, knowledge representation, data and text mining, databases, Professor, Director of the Institute (2008-), Head of Division of Information Systems ( ), Co-ordinator of the Curriculum on Software Engineering and Information Systems ( ), Co-ordinator of the Subject Class Databases and Information Systems ( ), voting member of ACM and SIGMOD (1989-), Affiliate Member of IEEE ( ); Member of several programme committees of international conferences and workshops, among others: IIS, ISMIS, IIPWM, AM, ISWC, RSFDGRC, RSKT, TKE, PKDD, PAKDD, MCD; member of CREST Working Group; expert and consultant of many UN agencies and European Commission; Member of Informatics Committee at Polish Academy of Science (2011-); Editorial Board Member of the Journal of Intelligent Information Systems (2012-); Editorial Board Member of the International Journal of Social Network Mining (2012-); Chair of the Rector s Committee for the strategy of developing ICT infrastructure for WUT in ; Rector s Award (2015); [Edu33], [Edu51]; [Pub2], [Pub12], [Pub78]; [Rep1]. Room: 204 Phone:

24 24 Staff Dominik RYŻKO, MSc (2001), PhD (2007), Assistant Professor; Division of Information Systems; Scientific interests: Multi-Agent Systems, Emergence, Machine Learning, Database Systems, Logical Programming; Rector s Award (2014); [Edu42], [Edu116]; [Pub90]. Room: 317 Phone: Janusz RZESZUT, MSc (1978), PhD (1989); Assistant Professor; Computer Science, Computer Graphics, Division Graphics Laboratory; Member of the Faculty Council ( ); Association of Polish Electrical Engineers (1982-) Association for Image Processing (1993-); Minister of Education Award (1995); Rector s Award (1998); Deputy Director for Academic Affairs Institute of Computer Science ( ); Director of Postgraduate Studies for Teachers in Computer Science ( ); [Edu9], [Edu48]; [BSc64]. Piotr SALATA, MSc (1987); Computer Science, Senior Lecturer; Information Systems Division; [Edu8], [Edu34]; [MSc65]. Room: 311 phone: Room: 318 Phone: Łukasz SKONIECZNY, MSc (2004), PhD (2010); Computer Science, Assistant Professor, Information Systems Division; Data Mining, Graph Mining, Graph Theory; Digital Libraries and Repositories. Rector's Award (2011), (2014); (2015); [Edu1]; [MSc19], [MSc32], [MSc33], [MSc57]; [BSc6], [BSc31], [BSc33], [BSc35], [BSc53], [BSc63], [BSc79]; [Pub89]. Janusz SOSNOWSKI, MSc (1969). PhD (1976), DSc (1993); Tenured Professor (2006); Computer Science and Computer Engineering, Professor, Director of the Institute ( ), Deputy Director of the Institute ( ), Head of the Division for Computer Architectures and Software Engineering (1994-), Head of FEIT Council Committee on Faculty Organisation ( ); Member of the Faculty Council Committee for Scientific Staff Promotion (2013-) and Rewards (2015), Co-ordinator of the Subject Class Computer Systems (1995-); Member of the German Fault Tolerant Interest Group VDI/VDE GMA ITG, ( ), Member of IEEE Computer Society and Reliability Society; Test Technology Technical Council (1998-); Member of Euromicro board of directors (1998-); Euromicro correspondent (2010-) Member of IFAC and POLSPAR (2008-), Steering Committee member of EDCC (2000-), Program Committee member of many international conferences, reviewer for many int. conferences and journals, including: IEEE Trans. on Computers, IEEE Trans. on Reliability, Journal of Microprocessors and Microsystems, Journal of Electronic Testing and Applications, CRC books; Minister of Education Award (1983), (1987), (1994), (2006); Rector's Award (1998), (2003), (2008), (2009), (2011); (2015); Member of Informatics Committee Polish Academy of Science ( ); Expert at National Science Centre; [Edu19], [Edu45]; [MSc10]; [BSc53]; [Pub10], [Pub30], [Pub70], [Pub71], [Pub82]. Room: 316 phone: Room: 141 Phone:

25 Annual Report 2015 of the Institute of Computer Science 25 Jerzy STACHERA, MSc (2003), PhD (2008); Assistant Professor; Computer Graphics, Computer Graphics Division. Room: 321 Phone: Cezary STĘPIEŃ, MSc (1974), PhD (1983); Assistant Professor; Computer Graphics, Computer Graphics Division; Minister of Education Award (1995); Rector s Award in Education (1998), (2002), (2012); Director of Postgraduate Studies for Teachers in Computer Science ( ), (2014-); Member of the Advisory Board, Machine Graphics & Vision (1999-); [Edu26], [Edu67], [Edu68], [Edu80], [Edu81], [Edu98], [Edu101]. Zbigniew SZYMAŃSKI, MSc (1998); Computer Science, Assistant ( ), Senior R&D Engineer ( ), Senior Lecturer (2013-); Computer Graphics Division; Administrator of Linux server in the computer laboratory of the institute. Co-organizer of the faculty programming contest. Lecturer at Postgraduate Studies Computer Science. Research interests: machine learning optimization of statistical classifiers, digital processing and analysis of biomedical signals; Rector s Award in Education (2012); [Edu66], [Edu72], [Edu79], [Edu92], [Edu105], [Edu107]; [BSc15], [BSc23], [BSc34], [BSc81]; [Pub36], [Pub58], [Pub59]. Tomasz TRZCIŃSKI, MSc (2010); PhD (2014) in Computer Vision from École Polytechnique Fédérale de Lausanne (Lausanne, Switzerland) in the field of binary local feature descriptors and their application under the supervision of Professor Pascal Fua and Dr. Vincent Lepetit. He received his MSc degree in Research on Information and Communication Technologies from Universitat Politècnica de Catalunya (Barcelona, Spain) and M.Sc. degree in Electronics Engineering from Politecnico di Torino (Turin, Italy) in His research interests include Visual Search, Augmented Reality and Machine Learning. He worked in Google (Zürich, Switzerland) in 2013, Qualcomm Corporate R&D (San Diego, USA) in 2012 and in Telefónica R&D (Barcelona, Spain) in He has also served as a VP R&D in PlayfulVision, a Swiss-based startup that provides video-based sport analytics. Assistant Professor; Computer Graphics, Computer Graphics Division; Dariusz TURLEJ, MSc (1981), PhD (1990); Assistant Professor; Computer Science, Division for Computer Architecture and Software Engineering; Director of Postgraduate Studies for Teachers in Computer Science ( ), ( ); Microsoft Certified Trainer (1996-); Siemens Award in R&D Projects (1996); Associate Dean for Academic Affairs ( ), ( ), (2012-); Rector s Award (2000), (2002), (2005); Faculty Coordinator for International Student Mobility ( ); Member of the University Senate ( ), (2008-); Rector s Award in Education (2013); [Edu4]. Room: 308 Phone: Room: 415 Phone: Room: 415A Phone: Room: 206a Phone:

26 26 Staff Krzysztof WALCZAK, MSc (1972), PhD (1976), DSc (1988); Tenured Professor (2013); Data Mining and Knowledge Discovery, Intelligent Information Systems, Bioinformatics; Information Systems Division; Polish Academy of Sciences Award (1981, for research), Minister of Education Award (1981); Rector s Awards (2002); (2008); (2015); Medal of Committee of National Education (2006); [Edu38], [BSc51], [BSc58]. Jacek WYTRĘBOWICZ, MSc (1982), PhD (1995); Assistant Professor; Computer Science, Division for Computer Architecture and Software Engineering; Deputy Director for Research ( ); Member of program committees and reviewer for several int. Conferences and journals; Member of The International Association for Computer and Information Science ACIS ( ); Minister of Education Award (1987); Rector s Award (1996), (2008); Co-author of 4 books, author or co-author of 39 papers in technical journals and conference proceedings; [Edu22], [Edu49]; [MSc41]; [BSc68], [BSc77]. Jan ZABRODZKI, MSc (1965), PhD (1971), DSc (1979), Tenured Professor (1989); Informatics, Computer Graphics, Computer Hardware; Head of Computer Graphics Division ( ); Deputy Dean of the Faculty of Electronics, WUT ( ); Deputy Director ( ) and Director ( ) of the Institute of Computer Science, WUT; Member of IFIP WG3.2 ( ) (Computer Education at the University Level); member of IEEE Computer Society (1990-); member of Committee for Informatics, the Polish Academy of Sciences (1989-); member of program committees and reviewer for several conferences, member of State Committee for Scientific Research (KBN ); member of Scientific Councils in several Institutes; member of the State Board for Scientific Degrees and Titles ( ); Managing Director of Evening Studies in Comp. Eng. (1995-); Rector s Award (1998), (2012); [Edu5], [Edu75], [Edu93], [Edu94], [Edu101]; [MSc59], [MSc60]; [BSc5], [BSc13], [BSc74]. Room: 321b Phone: Room: 319 Phone: Room: 306 Phone: Junior academic staff Konrad GROCHOWSKI, BSc (2008); MSc (2010); Computer Science, Assistant, Computer Architecture and Software Engineering Division; Software dependability, Security, Code quality. [Edu111]; [Pub24], [Pub48], [Pub80]. Room: 134 phone: PhD students: Izabella ANTONIUK, MSc; [Pub20], [Pub45]. Tutor Professor Przemysław Rokita Room: 304 Phone: Łukasz DĄBAŁA, MSc; [Pub51]. Professor Przemysław Rokita Room: 304 Phone:

27 Annual Report 2015 of the Institute of Computer Science 27 Jakub DOMARADZKI, MSc; Tomasz Martyn, PhD, DSc Room: 304 Phone: Bartłomiej GAJEWSKI, MSc; [Pub29]. Tomasz Martyn, PhD, DSc Room: 304 Phone: Piotr Zbigniew GRASZKA, MSc; Professor Jan Zabrodzki Room: 304 Phone: Szymon JABŁOŃSKI, MSc; Tomasz Martyn, PhD, DSc Room: 304 Phone: Łukasz JASIŃSKI, MSc; Professor Przemysław Rokita Room: 304 Phone: Joanna KONOPKO, MSc; [Pub32], [Pub62], [Pub63], [Pub64], [Pub65]. Professor Mieczysław Muraszkiewicz Room: 304 Phone: Kazimierz KROSMAN, MSc; Professor Janusz Sosnowski Room: 304 Phone: Marcin Łukasz KUBACKI, MSc; [Pub70], [Pub71]. Paweł Tomasz ŁACIŃSKI, MSc; Professor Janusz Sosnowski Room: 304 Phone: Piotr Gawrysiak, PhD, DSc, Professor Room: 304 Phone: Piotr MACIĄG, MSc; Professor Marzena Kryszkiewicz Room: 304 Phone: Adam MUSIAŁ, MSc; Professor Henryk Rybiński Room: 304 Phone: Stanisław Jerzy NIEPOSTYN, MSc; [Pub34], [Pub75]. Professor Janusz Sosnowski Room: 304 Phone: Sławomir NIESPODZIANY, MSc; Professor Przemysław Rokita Room: 304 Phone: Przemysław PODSIADŁY, MSc; Professor Marzena Kryszkiewicz Room: 302 Phone: Remigiusz PROKOPIAK, MSc; Professor Mieczysław Muraszkiewicz Room: 304 Phone: Marek PUŚCIAN, MSc; [Pub79]. Professor Janusz Sosnowski Room: 304 Phone: Monika SZCZERBA, MSc; Professor Henryk Rybiński Room: 304 Phone:

28 28 Staff Leszek ŚLIWA, MSc; [Pub87], [Pub88]. Professor Jan Zabrodzki Room: 304 Phone: Kamil TRZCIŃSKI, MSc; Professor Przemysław Rokita Room: 304 Phone: Bartłomiej TWARDOWSKI, MSc; [Pub 90]. Professor Mieczysław Muraszkiewicz Room: 304 Phone: Dmytro VODIANYK, MSc; Professor Przemysław Rokita Room: 304 Phone: Marek WIEWIÓRKA, MSc; [Pub91]. Professor Henryk Rybiński Room: 304 Phone: Maciej ZBIERSKI, MSc; [Pub92], [Pub93], [Pub94]. Professor Janusz Sosnowski Room: 304 Phone: Mariusz ZUBRZYCKI, MSc; [Pub40]. Professor Jan Zabrodzki Room: 304 Phone: Kamil P. ŻBIKOWSKI, MSc; [Edu120]; [Pub19]. Professor Mieczysław Muraszkiewicz Room: 304 Phone: Technical and engineering staff Rafał BAJOREK, MSc (1991); System Engineer. He works in Institute of Computer Science since UNIX servers and TCP/IP network administration. Room: 140a Phone: , Mariola JAMIOŁKOWSKA, BSc (2010); System Engineer. She works in the Institute of Computer Science since Windows servers and CASE tools administration. Head of Comp. Lab. (2011-). Room: 140a Phone: , Henryk JEŻ, MSc (1987); Senior R&D Engineer. He works in the Institute of Computer Science since He is involved in the maintenance of laboratory equipments and computers. Room: 314 Phone:

29 Annual Report 2015 of the Institute of Computer Science 29 Piotr SMAŻYŃSKI, MSc (1984), System Engineer. He works in the Institute of Computer Science since 1984 (with a break from 1997 to 2012). Deputy Head of Computer Laboratory ( ). Interests: networking technology, information security, Windows servers and hardware support. Rector s Award in Science (1992). Rector s Award in Education (2002). Member (1987) and expert (1993) of Polish Electrical Association (SEP). Member (1988) of Polish Information Processing Society (PTI). Krzysztof WACŁAWSKI, Technician; He works in Warsaw University o Technology since He is involved in assembly and maintenance of laboratory equipments. Room: 140 Phone: , Room: 314 Phone: , Administrative staff Anna FILIPOWSKA-CHLEBEK, MSc (1979); Accountant; She works in the Institute of Computer Science since 2011, where she leads Financial Office. Coordinator of Public Procurement (2012-). Room: 142 Phone: Wiesława DUSZYŃSKA, Didactic Process Specialist; She works in the Institute of Computer Science since 1976, where she leads the Office for Student's Affairs. Gold Medal for long duty service (2011). Room:205 Phone: Joanna KONCZAK, MSc (1983); Senior Accountant; She works in the Institute of Computer Science since 1991, where she leads Financial Office. Room: 142 Phone: Bożenna SKALSKA, Administration Affairs Specialist; She works in the Institute of Computer Science since 1984, where she leads Office of the Institute. Room: 204 Phone:

30 30 Staff Ewa SZTYBER, Secretary; She works in the Warsaw University of Technology since Room: 204 Phone: Krystyna SOSNOWSKA, MA (1980); Librarian; She works in the Institute of Computer Science since Leads Library of the Institute. Room: 135 Phone:

31 Annual Report 2015 of the Institute of Computer Science 31 3 TEACHING ACTIVITIES 3.1 Basic courses offered by the Institute Each item listed below specifies the course title (e.g., Computer Architecture), its acronym or code (e.g., ARKO), number of hours per week (lecture, classes, laboratory, project hours respectively, e.g., 3-1- means three hours of lecture per week, no classes, one hour of lab, and no project), its placement in the curriculum (e.g., undergraduate course for CSE students ) and the name of the person(s) responsible for the course. Persons marked with an asterisk (*) are not employed in the Institute. [Edu1] [Edu2] [Edu3] [Edu4] [Edu5] [Edu6] [Edu7] [Edu8] [Edu9] [Edu10] [Edu11] [Edu12] [Edu13] [Edu14] [Edu15] [Edu16] [Edu17] [Edu18] [Edu19] [Edu20] [Edu21] [Edu22] [Edu23] [Edu24] [Edu25] Undergraduate courses for CSE students Analysis of Algorithms (AAL, 2--2); Łukasz Sonieczny, PhD Algorithms and Data Structures (AISDI, 211-); Roman Podraza, PhD Basics of Computer Programming (PRI, 212-); Henryk Dobrowolski, PhD Computer Architecture (ARKO, 3-1-); Grzegorz Mazur MSc, Dariusz Turlej, PhD Computer Graphics (GKOM, 2-2-); Tenured Professor Jan Zabrodzki Compiling Techniques (TKOM, 2--2); Piotr Gawkowski, PhD, Iona Bluemke, PhD, DSc Database Systems (BD, 2-2-); Andrzej Ciemski, PhD Database Systems (BD2, 2--1); Piotr Salata, MSc Digital Electronics (ECY, 211-); Janusz Rzeszut, PhD Digital Systems Design (PUCY, 2--1); Marek Pawłowski, MSc Event-Driven Programming (PROZ, 2--2); Roman Podraza, PhD Fundamentals of Digital Systems (PTCY, 2-2-); Andrzej Skorupski, PhD* Interactive Applications Programming (PAIN, 2-1-);Waldemar Grabski, MSc Internet Techniques (TIN, 2--1); Grzegorz Blinowski, PhD Introduction to Computer Science (WI, 31--); Wiktor Daszczuk, PhD Microprocessor Systems (TM, 2-2-); Jerzy Chrząszcz, PhD Object Oriented Programming (PROI, 2-2-); Krzysztof Gracki, MSc Operating Systems (SOI, 2-2-); Wiktor Daszczuk, PhD Peripheral Devices and Interfaces (UZINT, 2-1-); Tenured Professor Janusz Sosnowski Systems and Networks Security (BSS, 2-1-); Krzysztof Cabaj, PhD Symbolic Data Processing Languages (JPS, 2--1); Piotr Parewicz, MSc Elective courses for CSE students Computer Networks 2 (SKM2, 2-11); Jacek Wytrębowicz, PhD Data Warehouses (ZBD, 2--1); Andrzej Ciemski, PhD DSP Processors (PS, 2-11); Henryk Kowalski, MSc Embedded Systems (SWB, 2-11); Henryk Dobrowolski, PhD

32 32 Teaching Activities [Edu26] Object Modelling for Computer Animation (MOA, 2-2-): Cezary Stępień, PhD [Edu27] ORACLE System Architecture and Database Administration (ORACL, 2-1-); Michał Rudowski, PhD [Edu28] [Edu29] [Edu30] [Edu31] Rapid Application Prototyping Tools (NTR, 2-2-); Julian Myrcha, MSc System's Programming in Windows NT (PWNT, 2--1); Artur Krystosik, PhD UNIX System Architecture, Programming and Administration (UXP1A,2--1,); Grzegorz Blinowski, PhD Design and Implementation of Modern Web and Enterprise Applications (PIK,2--2); Jakub Koperwas, PhD [Edu32] [Edu33] [Edu34] [Edu35] [Edu36] [Edu37] [Edu38] [Edu39] [Edu40] [Edu41] [Edu42] [Edu43] [Edu44] [Edu45] Advanced courses (graduate level) Advanced Methods of Software Development (ZMWO, 2-1-); Ilona Bluemke, PhD, DSc, Anna Derezińska, PhD Advanced Topics in Data Base Systems (ZPBD, 2--1); Tenured Professor Henryk Rybiński Analysis and Design of Information Systems (APSI, 2--2); Piotr Salata, MSc Data Mining Methods (MED, 2-11); Tenured Professor Marzena Kryszkiewicz Digital Image Processing (POBR, 2-11); Tenured Professor Przemysław Rokita Distributed Systems (SR, 2--1); Artur Krystosik, PhD Fundamentals of Theoretical Computer Science (PTI, 21--); Professor Paweł Kerntopf, Tenured Professor Krzysztof Walczak Intelligent Information Systems (ISI, 2--1); Tenured Professor Mieczysław Muraszkiewicz Introduction to Data and Text Exploration in WWW (WEDT, 2--1); Piotr Andruszkiewicz, PhD Introduction to Mobile Applications Programming (WPAM, 2--1); Professor Piotr Gawrysiak Multi-Agent Systems (SAG, 2--1); Dominik Ryżko, PhD Pattern Recognition (ROB, 2-2-); Rajmund Kożuszek, MSc Spatial Databases (SPDB, 2--1); Robert Bembenik, PhD, Grzegorz Protaziuk, PhD System Dependability (DSK, 2--1); Tenured Professor Janusz Sosnowski 3.2 English language Computer Science Courses The Institute of Computer Science provides the following courses to the students of English-language Electrical and Computer Engineering Studies. The course title, its code, the number of credit points and the name of the person responsible is given for each item. [Edu46] [Edu47] [Edu48] [Edu49] [Edu50] Algorithms and Data Structures (EADS, 211-); Roman Podraza, PhD Computer Architecture (ECOAR, 211-); Grzegorz Mazur, MSc Computer Graphics (ECOGR, 22--); Janusz Rzeszut, PhD Computer Networks (ECONE, 2-2-); Jacek Wytrębowicz, PhD Compiling Techniques (ECOTE 211-); Ilona Bluemke, PhD, DSc

33 [Edu51] [Edu52] [Edu53] Annual Report 2015 of the Institute of Computer Science 33 Data Bases (EDABA, 211-); Tenured Professor Henryk Rybiński Data Mining (EDAMI, 2-11); Tenured Professor Marzena Kryszkiewicz Diploma Seminar (EDISE, -2--); Roman Podraza, PhD [Edu54] Digital Signal Processor Architecture and Programming (EDSPA, 2-11); Henryk Kowalski, MSc [Edu55] [Edu56] [Edu57] [Edu58] [Edu59] [Edu60] [Edu61] [Edu62] Graphical User Interface (EGUI, 2--2); Michał Nowacki, MSc* Intelligent Information Systems (EINIS, 2--2); Tenured Professor Mieczysław Muraszkiewicz 3.3 Special courses Knowledge Systems (EKNOS, 2--1); Tenured Professor Zbigniew Raś Languages, automata and Computation (ELAC, 21-1); Ilona Bluemke, PhD, DSc MSc Diploma Seminar (EMDS, ---2); Roman Podraza, PhD Object-Oriented Programming (EOOP, 2-2-); Roman Podraza, PhD Software Engineering (ESOEN, 211-); Iona Bluemke, PhD, Anna Derezińska, PhD Pattern Recognition (EPART, 2-11); Rajmund Kożuszek, MSc Postgraduate Studies Computer and Information Technology Applications [Edu63] [Edu64] [Edu65] [Edu66] [Edu67] [Edu68] [Edu69] [Edu70] [Edu71] [Edu72] [Edu73] [Edu74] [Edu75] Introduction to Computer Science (WDI,16h); Rajmund Kożuszek, MSc Computer Architecture (BK, 16h); Grzegorz Mazur, MSc Windows Operating System (WIN, 16h); Krzysztof Chabko, MSc Mobile Technologies (TMB, 16h); Zbigniew Szymański, MSc Word Processing and Desktop Publishing (ETS, 16h); Cezary Stępień, PhD Computer Graphics (GKM, 16h); Cezary Stępień, PhD Internet (INT, 16h); Paweł Radziszewski, MSc Information Technologies in Business (TIF, 16h); Zdzisław Nowakowski, MSc(*) Multimedia (ML, 16h); Krzysztof Chabko, MSc Edition of Internet Portals (EWI, 16h); Zbigniew Szymański, MSc Administration of Local Network (ALS, 16h); Paweł Radziszewski, MSc Spreadsheets (AK, 16h); Tenured Professor Marzena Kryszkiewicz Final Project (PROJ, 48h); Tenured Professor Jan Zabrodzki Postgraduate Studies for Teachers in Teaching Computer Science and Computer Classes [Edu76] [Edu77] [Edu78] [Edu79] [Edu80] [Edu81] [Edu82] Foundations of Computer Science (PI, 32h); Rajmund Kożuszek, MSc Computer Hardware (BK, 16h); Grzegorz Mazur, MSc Windows Operating System (WIN, 16h); Krzysztof Chabko, MSc Linux Operating System (LIN, 16h); Zbigniew Szymański, MSc Word Processing and Desktop Publishing(ETS,16h); Cezary Stępień, PhD Computer Graphics (GKM, 16h); Cezary Stępień, PhD Visual Programming at School (PWI, 16h); Krzysztof Gracki, MSc

34 34 Teaching Activities [Edu83] [Edu84] [Edu85] [Edu86] [Edu87] Introduction to C++ Programming( WDC, 16h); Andrzej Pająk, PhD Algorithmic Problems and Programming in C++ (PRAL,16h); Andrzej Pająk, PhD Spreadsheets (AK, 16h); Tenured Professor Marzena Kryszkiewicz Internet (INT, 16h); Paweł Radziszewski, MSc Multimedia (ML, 16h); Krzysztof Chabko, MSc [Edu88] Teaching Computer Science (DI, 16h); Zdzisław Nowakowski, MSc (*) [Edu89] Event-Driven Programming (PZD, 16h); Krzysztof Gracki, MSc [Edu90] Data Bases (BD, 16h); Wojciech Kamiński, MSc (*) [Edu91] [Edu92] [Edu93] [Edu94] [Edu95] [Edu96] [Edu97] [Edu98] [Edu99] School Computer Network Administration (ASS, 16h); Paweł Radziszewski, MSc Edition of School Internet Portals (EWI,16h); Zbigniew Szymański, MSc Teaching Computer Science a Final Project (PROJ, 48h); Tenured Professor Jan Zabrodzki Postgraduate Studies Computer Graphics Methods and Tools Methods of Computer Graphics [EGZ.], (MGK, 16h); Tenured Professor Jan Zabrodzki 2D Graphics (G2D, 32h); Rajmund Kożuszek, MSc Computer Image Processing (POB, 32h); Julian Myrcha, MSc 3D Graphics (G3D, 32h); Krzysztof Gracki, MSc Animation ( ANI, 32h); Cezary Stępień, PhD Multimedia (ML, 16h); Krzysztof Chabko, MSc [Edu100] Computer Graphics Tools (NGK, 32h); Krzysztof Chabko, MSc [Edu101] Final Project (PRK 48h); Cezary Stępień, PhD / Tenured Professor Jan Zabrodzki Postgraduate Studies Java EE Production Software [Edu102] Basics of Programming in Java (PPI, 16h); Andrzej Pająk, PhD [Edu103] Object-Oriented Programming (OBI, 32h); Roman Podraza, PhD [Edu104] Event-Driven Programming (ZDA, 16h); Roman Podraza, PhD [Edu105] User Interface (INU, 32h); Zbigniew Szymański, MSc / Julian Myrcha, MSc [Edu106] Production and Testing (PTE, 16h); Anna Derezińska, PhD [Edu107] Transition Project ( PRP, 16h); Zbigniew Szymański, MSc [Edu108] Data Structures (STD, 16h); Andrzej Pająk, PhD [Edu109] Enterprise Java EE Applications (ATJ, 32h); Julian Myrcha, MSc [Edu110] Selected Elements of Java Technology ( WET, 16h); Anna Derezińska, PhD [Edu111] Database Support (OBD, 16h); Konrad Grochowski, MSc [Edu112] Final Project (PRK, 32h); Roman Podraza, PhD Postgraduate Studies Business Analytics [Edu113] Fundamentals of Probability, Statistics and Stochastic Processes (PPS, 48h); Przemysław Grzegorzewski, Professor [Edu114] Engineering and Visualization of Data Warehouses (IHD, 32h); Andrzej Ciemski, PhD

35 Annual Report 2015 of the Institute of Computer Science 35 [Edu115] Algebraic and Logical Aspects of Data Tables (ALS, 24h); Robert Bembenik, PhD [Edu116] Metaheuristics and Multi-Agent Systems (MTWZ, 24h); Dominik Ryżko, PhD [Edu117] Knowledge Discovery from Structural Data Sets (OWSZ, 40h); Tenured Professor Marzena Kryszkiewicz [Edu118] Knowledge Discovery from Text Repositories ( OWTZ, 32h); Piotr Gawrysiak, Professor [Edu119] Psychology and Sociology of Decision-Making under Conditions of Incomplete Information (PSP, 32h); Joanna Sokołowska, Professor (*) [Edu120] Seminar: Predictive Models, Optimization and Engineering of Innovative Business Analytics Solutions (KMP, 48h); Kamil Żbikowski, MSc

36 36 Research and Education Projects 4 RESEARCH AND EDUCATION PROJECTS 4.1 Projects granted by the University (Research) [Pro1] [Pro2] [Pro3] Projects granted by the Dean of the Faculty of Electronics and Information Technology Development of new algorithms in the areas of software and computer architecture, artificial intelligence and information systems and computer graphics (Rozwój nowych algorytmów w obszarach: oprogramowania i architektury komputerów, sztucznej inteligencji i systemów informacyjnych oraz grafiki komputerowej). Head of the project: HENRYK RYBIŃSKI, Professor, 29 May November Development of new algorithms in the areas of software and computer architecture, artificial intelligence and information systems and computer graphics (Rozwój nowych algorytmów w obszarach: oprogramowania i architektury komputerów, sztucznej inteligencji i systemów informacyjnych oraz grafiki komputerowej). Head of the project: HENRYK RYBIŃSKI, Professor, 18 May November Application of artificial intelligence algorithms for the analysis of viral videos' phenomenon (Zastosowanie algorytmów sztucznej inteligencji do analizy zjawiska wirusowych filmów wideo). Head of the project: TOMASZ TRZCIŃSKI, PhD. Abstract: To answer the questions we pose, we plan to launch a study on the analysis of the correlation between the extracted video features and their popularity (linear analysis, Principal Component Analysis, Linear discriminant Analysis). We then intend to apply artificial intelligence algorithms (deep neural networks, cascade classifiers boosting, linear classifiers SVM) and their variants for the prediction purposes. For this purpose we intend to collect a database of videos from websites such as YouTube, Vimeo, Facebook and Twitter, and the corresponding popularity metadata (number of likes, shares, clicks). These materials will also be classified and grouped based on the associated tags. The final resulting algorithm will be able to predict a video popularity level even before the video is made public. 05 May 31 December [Pro4] Storage and analysis of next generation sequencing data (Przechowywanie i analiza danych genomowych z sekwencjonowania nowej generacji). Head of the project: TOMASZ GAMBIN, PhD. Abstract: Extended disk array will be used for the purpose of storage and processing of real sequencing data. Moreover, the distributed data warehouse based on the Apache Hbase will be developed to collect detailed information about DNA variants, depth of coverage and reads quality for all position in the genome. 05 May 16 February [Pro5] Word sense induction methods (Metody indukcji znaczeń słów). Head of the project: MAREK KOZŁOWSKI, MSc. Abstract: Word sense disambiguation methods are supervised methods, which quality is derived from the training set accessibility or dedicated knowledge bases. The response for those needs is a word sense induction method that enable to build automatically sense repositories. The proposed solutions give us possibility to induce senses from huge, dynamic data sets, or label corpora with previously induced senses. 04 November June 2015.

37 Annual Report 2015 of the Institute of Computer Science Projects granted by the National Science Centre NCN (Research) [Pro6] [Pro7] [Pro8] PerM-Cloud, ALgorithms and methods of processing big genomic data repositories in computing cloud environment towards the personalized medicine (PerM-Cloud, Algorytmy i metody przetwarzania dużych zbiorów danych genomicznych w środowiskach chmur obliczeniowych na potrzeby personalizowanej medycyny). Head of the project No. UOM- 2014/13/B/NZ2/01248 OPUS : MICHAŁ OKONIEWSKI, PhD. Abstract: The application of cloud computing brings in the additional benefit of scaling up the genomic calculations, that have been recently a bottleneck over the huge amount of short-read data from the next-generation sequencers (NGS). Some of the proof of concept of genomic cloud computing have been already done and published also by the members of the project team. The SparkSeq software can process the genomic data on average 8 times faster than the academic competitors, who published their solutions in the beginning of The genomic cloud computing will require also a new set of standards for data storage, genome alignment description and processing. Probably the main initiative in this area is ADAM, a consortium of University of California Berkeley, Broad Institute and Mount Sinai School of Medicine. Those efforts will be closely monitored within the project in order to propose the compatible solutions on the level of primary (alignment) and secondary (statistical) data analysis. The scope of PerM-Cloud will focus on the three areas of genomics, which are also addressed in the research of the Medical Genomics group, led by Professor Płoski. Those areas are: *cloud-based optimization of the variant calling in DNA genotyping, *complete and efficient cloud-based data processing pipelines for RNA sequencing, *cloud-based statistical algorithms and methods for DNA methylation studies with the NGS. 04 March 03 March Collective project. Methods and algorithms of discovering novel phenomena in genomes and transcriptomes with the statistical analysis of nucleotide precision data from next generation sequencers (Metody i algorytmy odkrywania nowych zjawisk w genomach i transkryptomach za pomocą statystycznej analizy danych z nukleotydową precyzją pochodzących z sekwencerów nowej generacji). Head of the project No. UMO-2014/13/N/ST6/01843 PRELUDIUM : MAREK WIEWIÓRKA, MSc. Abstract: My research hypothesis states that such novel statistics can be defined and applied successfully to finding novel expression and differential expression regions within the groups of treatments in an RNA sequencing experiment. This will be achieved by calculating the various nucleotide-level statistics of the expression level, described as the coverage of reads function defined over all the nucleotides in the reference genome. The coverage function may be calculated by a pileup or similar operation over a set of read alignments, that come typically from a mapping software. 04 March March Game theoretical approach to determining a crucial nodes in the networks (Teoriogrowe podejście do wykrywania kluczowych wierzchołków w sieciach). Head of the project No. UMO-2013/09/N/ST6/04095 PRELUDIUM : PIOTR L. SZCZEPAŃSKI, MSc. Abstract: In this project we want to create a new model based on coalitional game theory, where each coalition of nodes has individual occurrence probability. This new approach will for example

38 38 Research and Education Projects allow to examine different probability distribution of nodes failures. Additionally, we want to define a new family of centralities based on the generalized coalitional games. While the models based on coalitional games can capture simultaneous incidents occurring within networks, the generalized model will allow to capture cascading incidents. Another topic studded in this project is Owen value and its application in analysing social networks with community structure. 21 March March Other projects R & D Projects [Pro9] Installation and configuration of the software OMEGA-PSIR for the needs of Silesian University of Technology (Instalacja i skonfigurowanie oprogramowania OMEGA-PSIR na potrzeby Politechniki Śląskiej). Head of the project: HENRYK RYBIŃSKI, Professor. Project for Silesian University of Technology. Abstract: The main goal of the project is to design and implement the institutional research knowledge base for the Silesian University of Technology. The system functionality should cover the repository functions, as well as the reporting functions for internal needs of the Institute scientific management, and for the external authorities for the needs of evaluation of research activities of the University. 01 October December Collective project. [Pro10] Deployment and implementation of the system OMEGA-PSIR for the needs of the University (Wdrożenie oprogramowania OMEGA-PSIR na potrzeby uczelni). Head of the project: HENRYK RYBIŃSKI, Professor. Project for SWPS Uniwersytet Humanistycznospołeczny. Abstract: The main goal of the project is to design and implement the institutional research knowledge base for SWPS. The system functionality should cover the repository functions, as well as the reporting functions for internal needs of the Institute scientific management, and for the external authorities for the needs of evaluation of research activities of the Institute. 16 July November Collective project. [Pro11] Implementation of the Scientific Research Office System with the software OMEGA PSIR (Wdrożenie rozwiązania Sekretariat Naukowy z wykorzystaniem oprogramowania OMEGA PSIR). Head of the project: HENRYK RYBIŃSKI, Professor. Project for S&T Services Polska Sp. z o.o. Abstract: The main goal of the project is to design and implement the institutional research knowledge base for the Cancer Research Institute. The system functionality should cover the repository functions, as well as the reporting functions for internal needs of the Institute scientific management, and for the external authorities for the needs of evaluation of research activities of the Institute. 31 July November Collective project. [Pro12] Modernization of a software application for processing of pipeline In- Line-Inspection data and generating comparative reports (stage I) (Modernizacja oprogramowania do przetwarzania danych pomiarowych pochodzących z inspekcji rurociągów i generowania raportów porównawczych (etap I)). Head of the project: JERZY CHRZĄSZCZ, PhD. Project for Centrum Diagnostyki Rurociągów i Aparatury Sp. z o.o. Abstract: The application supports forecasting changes of internal and external defects of

39 Annual Report 2015 of the Institute of Computer Science 39 a pipeline and determining period of its safe operation in the future. The order covers the first stage of software modernization. 15 May July Collective project. [Pro13] Implementation of prototype version of antimalware system modules (Wykonanie prototypowej wersji modułów systemu wykrywania i przeciwdziałania złośliwemu oprogramowania). Head of the project: RAJMUND KOŻUSZEK, MSc. Project STM Solutions. Abstract: The aim of the project is implementation of prototype versions of selected modules consisting a part of complex antimalware system protecting web applications from client-side malware activity. 01 August November Collective project. [Pro14] Test execution as stated in the Entry Point EMV specification of the contactless technology using payment terminal (emulator/device) (Wykonanie testów zgodnie ze specyfikacją Entry Point EMV w technologii bezstykowej z wykorzystaniem prototypu terminala płatniczego (emulatora/urządzenia)). Head of the project: MIECZYSŁAW MURASZKIEWICZ, Professor. Project for Fundacja na rzecz Zaawansowanych Studiów Komputerowych. Abstract: The report contains the tests description, the process of test execution and advice for further application implementation. 02 March July Collective project. [Pro15] Expert s opinion on the innovativeness of technologies acquired and implemented at TFI Union Investment over the period (Opinia na temat innowacyjności nowych technologii zakupionych i wdrożonych w TFI Union Investment w latach ). Head of the project: MIECZYSŁAW MURASZKIEWICZ, Professor. Project for Union Investment Towarzystwo Funduszy Inwestycyjnych S.A. Abstract: Examination and issuing opinion on the innovativeness of technologies acquired and implemented at TFI Union Investment over the period November 16 December Collective project. [Pro16] Improvement of the clustering method in order to prepare better training set, and classification models. Head of the project: HENRYK RYBIŃSKI, Professor. Project for Semantic Grouping Company. Abstract: The main objective is to improve the clustering method in order to prepare better training set, what influences on the classification models (its final quality). 21 July January Collective project. [Pro17] The development of the industrial research reports for needs of the "UNIVerse" project (Opracowanie raportów z badań przemysłowych na potrzeby realizacji projektu UNIVerse ). Head of the project: GRZEGORZ PROTAZIUK, PhD. Project for Boraston Consultants Limited. Abstract: The project concerns the development of the industrial research reports about the following issues: technologies for creation of Internet portals; algorithms for encryption, compression multimedia and methods of integration of different formats, classification and categorization of texts; software solutions for the "big data" storage. The analysis took into account mainly "open source" solutions. The evaluation of methods and tools was focused on the possibility of the usage of the presented solutions to build a web platform for multimedia content distribution. 2 November December Collective project.

40 40 Research and Education Projects [Pro18] On-Line Advertisement Detection in Network Traffic (Wykrywanie reklam w trybie on-line w ruchu sieciowym). Head of the project: MIECZYSŁAW MURASZKIEWICZ, Professor. Project for Deutsche Telekom AG. Abstract: The report contains the algorithms and the tests description process as well as advice for the further application implementation. 8 December December Collective project. [Pro19] Project of NCBIR New perspectives in dialogue: a model of deliberation and IT tools for social inclusion in decision-making (Nowe perspektywy dialogu: model deliberacji i narzędzia IT na rzecz włączenia społecznego w procesy decyzyjne). Head of the project: PIOTR ANDRUSZKIEWICZ, PhD. Abstract: During the course of the project an innovative IT platform will be implemented which will allow inclusion of citizens in discussion related to socio-economic development of the municipality. Thanks to the tools developed public administration institutions will be able to gather knowledge about opinions and social preference in deep and focused manner. 16 July August Collective project. [Pro20] Design and fabrication of electronic control system for optical emission spectrometer s fast monochromator including detection of measurement signals and firmware (Opracowanie i wykonanie systemu elektronicznego do sterowania szybkim monochromatorem optycznego spektrometru emisyjnego wraz z detekcją sygnałów pomiarowych a także opracowanie i wykonanie oprogramowania sterującego, pomiarowego i komunikacyjnego). Head of the project: JANUSZ RZESZUT, PhD. Project for Instytut Optyki Stosowanej imienia prof. Maksymiliana Pluty. Abstract: The goal of the project is to design and fabricate control system and signal detection circuitry for fast monochromator, which is a main part of optical emission spectrometer for measurement of spectral lines of chemical elements excitated in helium plasma. 28 February March Collective project. [Pro21] Programming in C++ [Training on Request from Samsung R&D Institute Poland] (Programowanie w języku C++ (Szkolenie na zamówienie Samsung R&D Institute Poland)). Head of the project: HENRYK RYBIŃSKI, Professor. Project for Samsung Electronics Polska Sp. z o.o. Abstract: The course should present the object-oriented programming in C++ language and make students familiar with the object-oriented design and data abstraction, interfaces and implementations. Inheritance, polymorphism, virtual and abstract functions are introduced as top-down design methodology. Operator overloading and templates support uniformity in designing and exception handling is contemporary technique for dealing with errors. Standard library overview should result in improvement of software productivity. 05 November January Collective project. [Pro22] Developing algorithms and software testing methodology for IT projects of gas metrology embedded systems (Opracowanie algorytmów i metodyki testowania oprogramowania w projektach informatycznych wykorzystywanych w metrologii w sieciach gazu ziemnego). Head of the project No. 1/15/2013: JANUSZ SOSNOWSKI, Professor. Project for Plum: Abstract: Research on software layer of a battery powered gas-flow computer project as well as

41 Annual Report 2015 of the Institute of Computer Science 41 development of algorithms and software testing methodology for IT projects of gas metrology embedded systems. 21 October April Collective project. Research groups from the Institute of Computer Science participate also in the following research projects led by persons from other institutes of WUT: [Pro23] A team: Waldemar Grabski, leaded by Wiktor Daszczuk, participate in Eco- Mobility Project. The project is run at the Faculty of Transport, WUT, and in cooperation with several other faculties. The aim of the team from the Institute of Computer Science is to build a simulation environment for analysis of traffic in Personal Rapid Transit systems, modelling and simulation experiments on Personal Rapid Transit systems. [Pro24] Project Cognitive Software Defined Network (CoSDN) (CoSDN: Kognitywne sieci SDN), Partner: Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, supervisor from Institute of Telecommunication: Sławomir Kukliński, participant from Institute of Computer Science: Jacek Wytrębowicz. 1 January December Education Project [Pro25] Norweski Mechanizm Finansowy Innovative Polish and English Graduate Studies Programmes in Computer Science (Innowacyjne, polskoi anglojęzyczne programy studiów drugiego stopnia w zakresie informatyki). Head of the project No. FSS/2013/HEI/W/0094/U/0057 HENRYK RYBIŃSKI, Professor. Abstract: The decrease in the number of students studying in English is a fact that greatly hampers the implementation of international student exchange programs. This semester we conducted an experiment, in which we opened two courses in English only. It confirms that such courses are interesting for Polish studies students (in both cases, the number of listeners reached a number of sites on the course). The introduction of courses in English into Polish studies program can solve the problem of too small a number of listeners in the English courses, while integrating students in English and Polish programs. The introduction of new courses is an obvious element of constant adaptation of teaching program to changing market needs. The first of the proposed courses: Internet of Things is a response to clearly visible for some time trend for miniaturization, simplification and specialization of digital devices. This proposal is unique, because it combines areas traditionally distant from one another: hardware and low-level software design and possibilities and resources of a global network. The second proposal, seminar Innovativeness in ICT connects directly to the third objective, which should increase student involvement in projects development and the acquisition of knowledge. Observations (e.g. theses solving a specific problem, participants in the different competitions) indicate that the possibility of implementing a complete design that can be used immediately, significantly increases the willingness of students to work. 05 May March Collective project. 4.4 International co-operation [IC1] KEUDOS Korea EU Degree Opportunities for Students, visit of dr Roman Podraza to Kyungpook National University, Daegu, and Chonnam National University, Gwangju, Korea, for a consortium meeting within the faculty exchange component of KEUDOS program, March 29 April 3, 2015.

42 42 [IC2] [IC3] [IC4] [IC5] [IC6] [IC7] [IC8] [IC9] [IC10] [IC11] [IC12] [IC13] Research and Education Projects KEUDOS Korea EU Degree Opportunities for Students, visit of dr Dariusz Turlej to Kyungpook National University, Daegu, and Chonnam National University, Gwangju, Korea, for a consortium meeting within the faculty exchange component of KEUDOS program, March 29 April 3, KEUDOS Korea EU Degree Opportunities for Students, visit of dr Roman Podraza to Northumbria University, Newcastle upon Tyne, United Kingdom for KEUDOS Consortium Meeting, September 9 14, TEMPUS Project MIMI Modernisation of Institutional Management of Internationalization in South Neighboring Countries: towards an internationalisation Management Model, participation of dr Roman Podraza in the two gatherings at Warsaw University of Technology on April 21 23, 2015: Matching Exercise and Tuning Internationalisation Goals to Practices. TEMPUS Project IRIS Fostering Academic International Relations in Israeli Colleges to Promote Education, Research and Innovation, participation of dr Roman Podraza in the Mentoring Site Visits at 2 Israeli Colleges: Kaye College and Sapir Academic College, Israel, April 26 30, TEMPUS Project IRIS Fostering Academic International Relations in Israeli Colleges to Promote Education, Research and Innovation, participation of dr Roman Podraza in the 4th Consortium Meeting, European Association for International Education, Amsterdam, Netherlands, October 12 14, TEMPUS Project IRIS Fostering Academic International Relations in Israeli Colleges to Promote Education, Research and Innovation, participation of dr Roman Podraza in the final site visits, Kaye Academic College of Education, Beer Sheva, Beit Berl College, ORT Braude College of Engineering, Karmiel, Israel, December 8 10, ERASMUS+ Project IN2IT Internationalization by Innovative Technology, participation of dr Roman Podraza in the 1st Consortium Meeting, ORT Braude College of Engineering, Karmiel, Israel, November 3 5, ERASMUS+ Project Mastermind Master s Admission for a Diverse International Classroom, participation of dr Roman Podraza in the Focus Group meeting of the project, Politecnico di Milano, Campus Leonardo, Piazza Leonardo da Vinci 32, Milan, Italy, November 30 December 1, Visit of Professor Andrzej Papliński from Monash University, Invited lecture Modelling basic perceptual functions, 29 April Visit of Professor Janusz A. Starzyk from Ohio University, USA, Invited lecture Embodied Intelligence, 03 June Visit of Professor Jarek Gryz from York Univ., Toronto, Canada, Invited lecture Interactive Visualization of Large Data Sets, 14 October Visit of Professor Włodzimierz M. Zuberek from Department of Computer Science, Memorial University, St.John's, Canada, Invited lecture Analiza wydajności blokowej wielowątkowości jednoczesnej, 4 September 2015.

43 Annual Report 2015 of the Institute of Computer Science 43 5 TITLES AND DEGREES AWARDED 5.1 DSc Degrees [DSc1] Ilona Bluemke, Jakość oprogramowania w ujęciu wielokryterialnym (Multi criterial approach to software quality), Warsaw, October 27, [DSc2] Piotr Gawrysiak, Metody semantycznego przetwarzania i wizualizacji informacji (Methods of semantic processing and information visualization), Warsaw, October 27, PhD Degrees [PhD1] MICHAŁ KUROWSKI, Modelling of an evolving river network with meanders, oxbow lakes and river deltas (Modelowanie ewoluującej sieci rzecznej zawierającej meandry starorzecza i delty), supervisor: Professor, Jan Zabrodzki, Warsaw, March [PhD2] [PhD3] AGNIESZKA KOMOROWSKA, Methodology of analysis of results of fault simulations using knowledge discovery methods (in Polish Metodyka analizy wyników symulacji błędów z wykorzystaniem algorytmów odkrywania wiedzy), supervisor: Professor Janusz Sosnowski, Warsaw, March ARTUR OLSZAK "Optimization of efficiency and resilience to node failures of distributed hash tables". Professor Janusz Sosnowski, Warsaw, October MSc and BSc Degrees For each BSc and MSc thesis listed below, the name of the scientific supervisor and the final grade awarded by the reviewers follow the author s name and the title of the thesis. The notes are provided in parentheses. They range from (excellent) through 5 (very good), 4 (good), to 3 (acceptable), with possible values in between (e.g., 4.5). The theses are generally written in Polish and hard copies are available in the library of the Institute, whereas the electronic versions are available in the University Knowledge Base (http://repo.bg.pw.edu.pl/). The theses marked with an asterisk (*) are written in English. [MSc1] ANISEROWICZ MICHAŁ, CQRS-Architecture-Based Applications Design and Implementation Support (Wsparcie projektowania i implementacji aplikacji opartych o architekturę CQRS), 2015, supervisor: Jakub Koperwas, (5)

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