LEADING RESEARCH TEAM
Current position: Vice-rector for Academic and Research, Associated professor and leading researcher of the Engineering Faculty, Director of the MSc study program “Computer Science” and MSc study program “Management of Information Systems”, head of the “Laboratory of Applied Modelling (SimLab)”, head of research cluster “Modelling-Based Systems Analysis and Design (MADSYS)”.
Experience: more than 17 years of academic and research experience, more than 10 years in academic and research administration positions: Dean of the faculty, head of Research and development department. Microsoft Certified professional in Microsoft SQL Server; Certified specialist in using PTV VISION software (traffic flow simulation); Coursera certificates in Creating Dashboards and Storytelling with Tableau, Essential Design Principles for Tableau, Fundamentals of Visualization with Tableau, Visual Analytics with Tableau, Enterprise Systems, Innovation Product Management, Building Conversational Experiences with Dialogflow; IBM Cognitive classes certificates in Big Data Foundations – Level 2, Applied Data Science with Python – Level 2, Deep Learning.
Membership: Member of the Latvian Simulation and Modelling Society, member of Latvian Transport Development and Education Association (LaTDEA), Expert of Latvian Council for Science in Engineering Field, programme committee member of International Multi-Conference Reliability and Statistics in Transportation and Communication (2017-2020), programme committee member of Conference on sustainable urban mobility (2016, 2018, 2020), Programme committee member, member of editorial board Transport and Telecommunication Journal.
Teaching activity: Enterprise Information Systems (6ECTS, master level), Research Seminar 2 (3ECTS, master level), Simulation in Logistics (3ECTS, bachelor level), System Modelling (6ECTS, bachelor level), Chatbot Design and Development (3ECTS, bachelor level).
Publication activity: Author/co-author of more than 30 research publications in journals and conference proceedings (indexed in SCOPUS/WoS). Co-author of several methodological books for students, co-author of the monography “Sensor Network Technology Applications in the Water Supply and Transport Systems” .
Projects: for the last years participated in more than 8 international projects (Horizon2020, FP7, Erasmus+, IEE, COST) and more than 10 contract research projects with the industry.
Supervised theses: 23 master level and 16 bachelor thesis supervision with successful defence; supervision of PhD thesis in a topic “Cargo hubs management based on advanced technologies”; the official reviewer of 4 PhD thesis.
Research fields/domains: simulation modelling, information systems, AI application.
Awards: Award in competition „For the best bachelor, master and PhD work related with transport issues in Riga city” (2010, 2009, 2008, 2007), Khaim Kardonsky memory foundation award for research in statistics and reliability (2007), K. Irbīša award (2004).
Motto: “Do not be afraid of new things”.
Hobby: Carpentering, numismatics.
Academic degree and current position in TSI: professor, leading researcher of the Engineering Faculty, Director of MSc Program “Transport and Logistics”
Previous experience: more than 10 years was Vice-rector for Research and Development, Transport and Telecommunication Institute (TSI), founder of the Laboratory of Applied Systems and chair of Mathematical Methods and Modelling Department in TSI
Membership: From 01.2017 member of ECTRI Board and from 2019 – vice-president of ECTRI; an external scientific expert in Association of Paneuropa Coach Terminals from 2009; has been chair or member of the organizing and the programme committees of the International Conference on Applied Statistics (6 events), Transportation Research (15 events), Complex Systems (4 events), etc. and reviewer in transportation journals and conference proceedings. Member of Editorial Board of Journals: Transport (WoS, SCOPUS); Maintenance and Reliability (SCOPUS), Transport and Telecommunication (WoS, SCOPUS), etc. Guest redactor of Volumes of Lecture Notes in Networks and Systems and Lecture Notes in Intelligent Transportation and Infrastructure in Springer; Procedia Engineering published by Elsevier etc.
Academic experience: Author more than 170 publications, incl. 9 books and textbooks, chapters in the books “From Transit Systems to Models: Purpose of Modelling” in book: “Modelling Public Transport Passenger Flows in the Era of Intelligent Transport Systems” (Springer Verlag, 2016), “3D City Models and urban information: Current issues and perspectives” (edpsciences, 2014), papers in International Journal of Transport, Transport and Telecommunication, Advances in Intelligent Systems and Computing, etc. Guest redactor of Volumes of Lecture Notes in Networks and Systems and Lecture Notes in Intelligent Transportation and Infrastructure in Springer; Procedia Engineering published by Elsevier etc. An Expert in Transport and Logistics (2008-2021) and Civil Engineering (from 2021) at the Latvian Council for Science; member of the PhD promotion committee
Teaching at post- and graduate levels: Data Analysis (PhD in Business Management, RSEBAA-BA); Multivariate Statistical Analysis, Transport Modelling, Scientific Seminar (Dr. Ing. in Telematics and Logistics, TSI); Data Mining (MSc in Computers Science, MIS, TSI); Research Seminar; Methods of Data Analysis and Business Forecasting (MSc in Transport and Logistics, TSI); etc.
Participation in projects: as leading researcher has participated in more than 20 European and Latvian research projects and more than 14 national transportation studies, and was scientific coordinator in 8 of them. Is/was national representative and management committee member of COST Actions CA16222 (WISE-ACT), TU1306 (CYBERPARKS), TU1004, TU0903, TU0804 and TU0801. Has great experience in coordinating different kind of projects in frame of Horizon 2020, FP, INTERREG, BSR programmes, she was coordinator of Horizon 2020 project “Enhancing excellence and innovation capacity in sustainable transport interchanges” (ALLIANCE)
Research interest: Data analysis, data mining, statistical analysis, mathematical modelling and simulation with application in different fields (transportation sphere, business, economics, networks, logistics and others)
Supervised Doctoral, Master and Bachelor Theses: Promoted 6 Doctoral, more than 90 Master theses and 70 Bachelor theses an official reviewer of 7 PhD theses
Awards: (2019) by Ministry of Education and Science; (2017, 2010, 2008) Latvian Education Funds; (2011, 2010, 2008) Riga Municipality
Academic degree and current position in TSI: Professor, Dr.sc.ing. Dr.hab.sc.ing, leading researcher of the Engineering Faculty, Director of PhD Programme “Telematics and Logistics”.
Previous Experience: Founder and President of Transport and Telecommunication Institute for over 15 years, Vice-rector for Research and Development Affairs for more than 10 years
Membership: Member of the Joint OECD/ITF Transport Research Committee (OECD – Organization for Economic Co-operation and Development, ITF – International Transport Forum), Member of Institute of Electrical and Electronics Engineers (IEEE), Corresponding Member of Latvian Academy of Science, President of Latvian Transport Development and Education Association, President of Latvian Operations Research Society, Editor-in-Chief of the Journal “Transport and Telecommunication”, Member of the board of the Journals “Transport”, “Technological and Economic Development”, “Journal of Aviation Technology and Engineering” etc.
Academic experience: Author of more than 600 academic and research publications, author of 68 patents. Expert of the Latvian Council of Science in Civil and Transport Engineering, Chairman of promotion council for PhD degree in Civil and Transport Engineering, Chairman of Professor Council in Telematics and Logistics.
Teaching at post- and graduate level: 45 years of pedagogical experience in university; courses: Research Methodology (PhD programme); New Trends of Telematics and Logistics Development (PhD programme), Research Methodology (MSc programme), Theory of Systems and System Analysis (MSc programme), Transport Policy (MSc programme), Intelligent Transport Systems (MSc programme), Reliability Engineering (BSc programme) etc.
Participation in projects: has participated in 37 international projects (in 26 projects as national coordinator of the projects) and 26 Latvian research projects and programs (in 23 as head of the projects) within the frame of COST Activities, Horizon 2020, Framework Programs, INTERREG etc.
Research Interests: Transport Telematics and Logistics, Smart Cities, Analysis and Modelling of Transport Systems, Intelligent Transport Systems, Reliability of Electronics Systems, Internet of Things, Cyber-Physical Systems, Information Technology Applications, Electronics and Telecommunication, Decision Support Systems, Avionics, Air Traffic Control Systems and others.
Supervised Doctoral, Master and Bachelor Theses: Supervisor of 9 PhD theses and more than 200 Master and Bachelor theses.
Awards: 2 Gold and 5 Silver Medals of International Research and Innovation Exhibition of Innovators (1985-1990); Honorary title “Latvian Honored Inventor”, Latvian Parliament (1989); Award for Innovative Excellence in Teaching, Learning and Technology, USA (1998); Award and memorial medal for outstanding research in computer science and informatics, Latvian Academy of Sciences (2001); Award and memorial medal for outstanding performance of research in air navigation, communication and radar technology, Latvian Academy of Sciences (2002); Certificate of Recognition as a significant contribution to the research and educational work in the transport, logistics and information technology, as well as on the international success in science, Cabinet of Ministers of the Republic of Latvia (2014); Certificate of Honor of the Latvian Academy of Sciences for research in the field of transport and logistics (2019).
Academic degree and current position in TSI: professor, leading researcher of the Engineering Faculty, Director of Bachelor in Computer Science programme.
Previous experience: Rector and more than 10 years a Vice-rector for Education Affairs for Transport and Telecommunication Institute (TSI), Software Engineering team lead and Quality Manager at SWH Technology (later Exigen Latvia).
Membership: LZP expert, AIC expert; Reviewer (member of the committee) in several international conferences (IADIS ML 2009-2019, ICALT 2009, ICEE/ICIT-2014 etc.); Member of the Editorial Board of the International Women’s On-line Distance Learning Journal (WOJDE, ISSN:2147-0367); TSI Representative for Europe Informatics (Informatics Latvia); TSI Member of the Senate; MIP-2006-2018 Chairman and member of the Organizing Committee (TSI, Riga, Latvia); Member of the Latvian Operations Research Society; Member of the Latvian Association of University Professors.
- university lecturer with 40 years of experience (all types of teaching, including distance learning)
- expert in the development and evaluation of university programs.
- good knowledge of education and software development quality control processes (currently conducting quality audits at international level)
- scientist in the software development industry
- experienced university education process administrator
- academic internship and lecturing abroad (University of Manchester, UK -1994, Ottawa University, Canada – 1995, University of Hagen, Germany – 1999, University of Florence, Italy – 2008, University of Murcia – 2014, European Humanitarian University, Lithuania – 2018, Vilnius Tech University, Lithuania – 2021).
Author of more than 50 scientific and academic publications, 3 textbooks.
Teaching at post- and graduate level: Information and Software Systems Quality Models, Scientific Seminar (MSc in Computers Science, MIS, TSI); Object-Oriented Programming, Software Engineering, Transport Modelling, Introduction into Computer Science (Bachelor in Computers Science, TSI); etc.
Participation in projects (2013-2020):
- ERAF Project “Strengthening the academic staff of the Transport and Telecommunication Institute in the areas of strategic specialization” Nr. 126.96.36.199/18/A/011″ Nr. 188.8.131.52/18/A/011, Supervisor (2018-2020).
- INTERREG CB 2010-2020 Project “Harmonised and Modernised Multidisciplinary Railway Education” (EDU-RAIL), Leading Researcher (2015 – 2018).
- ERASMUS+ project iSECRET “Implementation of Software Engineering Competence Remote Evaluation for Master Program Graduates”, ID – 2015-1-LV01-KA203-013439, 2015-2017, Project Manager (2015-2017).
- FP7: Enhancing transfering of Intelligent Transportation System innovations to the market (TTRANS), 2012-2015, Leading Researcher (2013).
Research Interests: Object-Oriented Programming, Software Engineering, Process Maturity, Artificial Intelligence, Digital Forensic, Quality Management Systems, Online Pedagogy and E-learning.
Supervised Doctoral, Master and Bachelor Theses (number): Promoted 1 Doctoral, more than 30 Master theses and more than 50 Bachelor theses and was official reviewers of 3 PhD theses.
Awards: (2017) Nomination for King Hamad Bin Isa Al Khalifa UNESCO Award for the use of ICT in Education by the Ministry of Education and Science of Latvia.(2019); acknowledgments by Ministry of Education and Science (2005);acknowledgments by Latvian Education Fund.
Academic degree and current position in TSI: professor, leading researcher of the Engineering Faculty, Director of BSc Program “Telecommunication Systems and Computer Networks” and MSc Program “Master of Engineering Sciences in Electronics”.
Previous experience: for more than 6 years was Dean of Computer Science and Telecommunication Faculty, Head of Telecommunication Department in Transport and Telecommunication Institute (TSI), founder of the Laboratory of Image Processing, Biometry & Automated Border Control Systems in TSI.
Membership: Member of ECTRI (since 2017), Latvian Operations Research Society, Latvian Higher School Professors Association; member of European Engineering Deans Council (2012-2013); has been a member of the steering and programme committee of the International Conference on Innovative Vocational Education and Training in Transport Area (IVETTA), 2005; programme committees of the International Conference Reliability and Statistics in Transportation and Communication (RelStat), Latvia, (9 events), Dependability of Computer Systems (DepCoS-RelMex), Poland (2 events), etc., and reviewer in transportation journals and conference proceedings. Member of Editorial Board of Journals: Transport and Telecommunication (WoS, SCOPUS), Computer Modeling and New Technologies (2012), etc.
Academic experience: Author of more than 90 publications, incl. 14 books and textbooks, chapters in the book “Sensor Network Technology Applications in the Water Supply and Transport Systems”, Ribickis, L., et al. (Scientific Monograph, Riga, RTU Press, 2017, in Latvian), papers in International Journal of Transport, Transport and Telecommunication, Mathematical Modelling and Analysis. An Expert in Transport and Logistics (2008-2021) and Civil Engineering (since 2021) at the Latvian Council for Science; member of the PhD promotion committee. Member of the expert working group of the Electronic Communications Sector Council of the Ministry of Transport of the Republic of Latvia (since 2010).
Teaching at post- and graduate level: System Theory (Dr. ing. in Telematics and Logistics, TSI); Computer Vision and Image Processing (MSc in Computers Science, TSI); Laboratory Research Workshop (MSc in Electronics, TSI); etc.
Participation in projects: as a leading researcher has participated in more than 15 European and Latvian research projects and 2 national transportation studies, has been a scientific coordinator in 4 of them, has participated in COST Action TU0804, Horizon 2020, FP, INTERREG, BSR programme’ s projects.
Research Interests: Mathematical modelling, numerical methods, dynamics of chaotic systems, signal and image processing in different fields (transportation sphere, biometry, networks, logistics and others).
Supervised Doctoral, Master and Bachelor Theses: Promoted 1 Doctoral, more than 50 Master theses and 60 Bachelor theses, anofficial reviewer of 7 PhD theses.
Awards: by Latvian Education Fund in Computer Science (2017), IT industry (X-Infotech, 2016-2017), Riga Municipality (2010).
Academic degree and current position in TSI: associated professor, leading researcher of the Engineering Faculty, the head of the Telecommunications, Electronics and Robotics Center, Director of Professional Bachelor Program “Robotics” and Director of Electronics professional programme.
Previous experience: for more than 15 years used to be an assistant professor (docent) and lecturer for Computer Science and Telecommunication Faculty in TSI.
Academic experience: Author of more than 75 publications, incl. five teaching books in Transport and Telecommunication, and Springer book: “Reliability and Statistics in Transportation and Communication”.
Teaching at the graduate level: Embedded system based on modern microcontrollers (MESc in Electronics, TSI); Microwaves Circuits Design (MESc in Electronics, TSI).
Participation in projects: has participated in 6 European and Latvian research projects, including as leading researcher in research project ‘Research on dynamic wireless charging of electric vehicles and development of experimental model’ and researcher in LZP 1 project “Development of technologies for the creation of multi-component nanostructured protective coatings for industrial products”.
Research Interests: Signal Processing of Subsurface Radar Sounding, Radar Simulation, Decision of reverse tasks of the subsurface sounding, Embedded Electronic Devices.
Supervised Doctoral, Master and Bachelor Theses and Diploma Projects: Promoted 13 Master theses, 74 Bachelor theses, and 14 Diploma Projects.
Academic degree: doctoral degree in Economics (2005) and Engineering (2015).
Current position at TSI: professor (since 2019), pro-dean of the Engineering Faculty (since 2021), researcher and head of Data Analytics and Artificial Intelligence research cluster at Transport and Telecommunication Institute, TSI (since 2020).
Experience: academic career from an assistant position at Saratov State University, Russia, in 2002 to an associate professor at TSI. Chair of TSI Mathematical Methods and Modelling Department (2014-2020).
Academic experience: Nineteen years of teaching experience in higher education, development and presenting study courses: Probability Theory and Mathematical Statistics; Econometrics; Operation Research; Optimisation Theory; Discrete Mathematics; Introduction to Stochastic Processes; Data Analysis and Business Forecasting. Member of TSI final attestation commissions on MSc in Computer Science and Management of Information Systems. Dr Dmitry Pavlyuk has supervised 15 successfully promoted MSc and 10 BSc theses. Teaching mobility to Higher School of Transport, Bulgaria (2013), Vilnius Gediminas Technical University, Lithuania (2017).
Research experience: Author of more than 50 publications, including 22 journal articles in Sensors (ISSN: 1424-8220), European Transport Research Review (ISSN: 1867-0717), Algorithms (ISSN: 1999-4893), Transport and Telecommunication (ISSN: 1407-6179), Research in Transportation Economics (ISSN: 0739-8859), Transport (ISSN: 1648-4142) and 12 book chapters in Springer’s Lecture Notes in Networks and Advances in Intelligent Systems and Computing book series. Postdoctoral researcher at TSI (2017-2020) for spatiotemporal urban traffic modelling; presenter at more than 30 international conferences in Latvia, Austria, Cyprus, France, Greece, Germany, Poland, Russia, Spain. The reviewer at many top scientific journals, including Transportation Research, Parts A, C, E, Transport Reviews, IEEE Access, Transportmetrica B. Guest editor at Information (ISSN: 2078-2489); member of programme committees of Reliability and Statistics in Transportation and Communication (RelStat-2017-2020), Latvia, and Computer Modelling in Decision Making (CMDM 2017-2020), Russia. Member of PhD promotion committee, expert of the Latvian Council of Science (since 2017) in Civil Engineering.
Participation in research projects: Dr Pavlyuk has successfully completed the postdoc research project 184.108.40.206/VIAA/1/16/112 “Spatiotemporal urban traffic modelling using big data” (2017-2020); researcher in “Enhancing excellence and innovation capacity in sustainable transport interchanges” (Horizon 2020 Nr. 692426, 2016-2018), “Learning with ICT use” (Erasmus+, 2014-2017) and several commercial research projects.
Research Interests: Research interests include: spatial and spatiotemporal statistical modelling, multivariate time series analysis, econometric models and statistical estimators, stochastic frontier models and machine learning in applied domains of banking, airport industry, urban road traffic, public transport, venture markets, and environmental management.
Academic degree and current position in TSI: associate professor, Vice-dean of the Engineering Faculty, senior researcher, chair of Laboratory of Software and Information Systems Development Laboratory”, PhD thesis: Urban Public Transport Quality Estimation” (2015).
Previous experience: Dr.sc.ing. Irina Pticina has been the chair of Department of Software Engineering Transport and Telecommunication Institute (TSI) for five years.
Membership: National representative in some COST Actions: TU0903 „Methods and tools for supporting the use, calibration and validation of traffic simulation models (MULTITUDE)”, TU0804 “Survey harmonization with New Technologies Improvement”
Academic experience: Author of more than 11 publications cited in scientific journals. The conference “Research and technology – step into the future”, Member of the programming committee.
Teaching at post- and graduate level: Image Processing (MSc in Computers Science, TSI), Programming, System Programming (Bachelor in Computer Science, TSI), Algorithms of Computer Graphics (Bachelor in Computer Science, TSI), Development in Net (Bachelor in Computer Science, TSI); etc.
Participation in projects: has participated in 6 European and Latvian research projects and 8 national transportation studies as researcher. National representative of COST Actions TU0903 „Methods and tools for supporting the use, calibration and validation of traffic simulation models (MULTITUDE)”, WG3: “Continuous National Travel Surveys”, European committee COST355; TU0804 “Survey harmonization with New Technologies Improvement”
Research Interests: Software Engineering, Programming, Computer Graphics, Transportation, Transport surveys.
Supervised Doctoral, Master and Bachelor Theses (number): Promoted 7 Master theses and 79 Bachelor theses, supervised the PhD student in the Doctoral program Telematic and Logistics.
Awards: Competition for the bachelor’s theses in IT in Latvia, as a supervisor (2017, 2020). Open international competition for the best doctoral, masters, students and student research work related to the Riga city traffic problems winner of the research activity „ “Development of an urban transport system quality indicator for passenger transport””(2010).
Current position – Emeritus Professor of the Engineering Faculty, Director of the study direction “Transport and Business Logistics”.
Experience – More than 50 years of academic and research experience; Professor at Transport and Telecommunication Institute (2004-2020); Privatdocent at Otto-von-Guericke University (Germany) (2001-2014); Project manager at Fraunhofer Institute for Factory Operation and Automation (Germany) (2001-2020); Docent at Riga Technical University (1971-2001).
Membership – Member of the Latvian Simulation Society (since 1994); Member of the ASIM Simulation Society (Germany)(since 1989); Expert of Latvian Council for Science in Engineering Field (2017-2023); Member of Program Committee of International Winter Simulation Conference (USA) (since 2012); Member of Programme Committee of International Multi-Conference Reliability and Statistics in Transportation and Communication (since 2015); Member of editorial board “Transport and Telecommunication” journal.
Teaching activity – Modelling of systems (2ECTS, doctor level); Business process modelling (2ECTS, doctor level); Mathematical methods and models in logistics research (2ECTS, doctor level); Supply chain risk management (4ECTS, master level); Modelling of logistics and transport processes (4ECTS, master level); Modelling of systems (6ECTS, bachelor level); Simulation modelling in logistics (4ECTS, bachelor level).
Publication activity – Author/co-author of more than 160 research publications in journals and conference proceedings; ca. 30 publications are indexed by SCOPUS/WoS.
Projects – More than 35 contract research projects with the industry by working at Fraunhofer Institute for Factory Operation and Automation (Germany) (2001-2020).
Supervised theses (TSI) – 10 master level and 4 doctoral thesis supervision with successful defence.
Research fields/domains – Analysis, modelling and simulation of production and logistics systems.
Awards – Honorary Order of the Transport and Telecommunication Institute (2014).
Motto – “If you can’t explain it to a six year old, you don’t understand it yourself” (Albert Einstein).
COST Action TU1306: Fostering knowledge about the relationship between Information and Communication Technologies and Public Spaces supported by strategies to improve their use and attractiveness (CYBERPARKS)
RESEARCH TO BUSINESS:
Saules bateriju simulēšanas modeļa izstrāde (Development of solar battery simulation models)
16.07.2019 – 21.09.2019
Klienta uzvedības modeļa un intelektuālā čatbota izstrāde
Ltd. “Ministri”, LIAA
23.07.2018 – 30.09.2018
SELECTED RESEARCH OUTPUTS
|Smart Cyber-Physical Systems||Kabashkin, I., Kundler, J. (2017) Reliability of Sensor Nodes in Wireless Sensor Networks of Cyber Physical Systems. Procedia Computer Science, Vol. 104, pp. 380-384.||
|Igor Kabashkin. (2017) Risk Modelling of Blockchain Ecosystem. In: Yan Z., Molva R., Mazurczyk W., Kantola R. (eds) Network and System Security. Lecture Notes in Computer Science, Vol. 10394. Springer, Cham, pp. 59-70. DOI: 10.1007/978-3-319-64701-2_5.||
|Orlov, S., Vishnyakov, A. (2017) Hierarchical Criterion Approach for Architecture Structure Selection of Transportation Software. Procedia Engineering, Vol. 178, pp. 233-242.||Scopus WoS|
|Software applications||Orlov, S. and Vishnyakov, A. (2015) Software Architecture and Detailed Design Evaluation. Procedia Computer Science, Vol. 43, pp.41–52.||Scopus|
|Igor Kabashkin. (2017) Channel Dependability of the ATM Communication Network Based on the Multilevel Distributed Cloud Technology. In: Information and Software Technologies. ICIST 2017. Communications in Computer and Information Science, Vol. 756. Springer, Cham, pp 589-600. DOI 10.1007/978-3-319-67642-5_49. https://link.springer.com/chapter/10.1007/978-3-319-67642-5_49#citeas||Scopus WoS|
|Internet of Things and Platforms for Connected Smart Objects||Grakovski, A., Pilipovecs, A. (2018) Weigh-in-Motion by Fibre-Optic Sensors: Problem of Measurement Errors Compensation for Longitudinal Oscillations of a Truck. Reliability and statistics in transportation and communication. Lecture Notes in Networks and Systems, Vol. 36, pp. 371-380. Doi.: 10.1007/978-3-319-74454-4_36||Scopus WoS SI|
|Kabashkin, I. (2017) Design of Embedded Architecture for Integrated Diagnostics in Avionics Domain. Procedia Engineering, Vol. 178, pp. 419-426.||Scopus WoS|
|Big Data and Data Mining||Spiridovska, N. (2018) Markov-Modulated Linear Regression: Tasks and Challenges in Transport Modelling. Reliability and statistics in transportation and communication. Lecture Notes in Networks and Systems, Vol. 36, pp. 223-231. Doi.: 10.1007/978-3-319-74454-4 21||Scopus WoS|
|Pavlyuk, D. (2018) Spatiotemporal Big Data Challenges for Traffic Flow Analysis. Reliability and statistics in transportation and communication. Lecture Notes in Networks and Systems, Vol. 36, pp. 232-240. DOI.: 10.1007/978-3-319-74454-4_22||Scopus WoS|
|Hismutova, A., Yatskiv (Jackiva), I. (2019) Impact Clutter Reduction in Parallel Coordinates Using Aesthetic Criteria. Frontiers in Artificial Intelligence and Applications, Vol. 312, pp.81-100. DOI: 10.3233/978-1-61499-933-1-81||Scopus WoS SI|
|Spiridovska, N. (2018) A quasi-alternating Markov-modulated linear regression: Model implementation using data about coaches' delay time. International Journal of Circuits, Systems and Signal Processing, Vol. 12, pp.617-628.||Scopus WoS|
|Robotics||Lancovs, D. (2017) Broadcast transponders for low flying unmanned aerial vehicles. Transportation Research Procedia, 24, Vol., pp. 370-376. DOI: 10.1016/j.trpro.2017.05.098||
|Virtual Reality Applications||Hofmann, W., Ulrich, J.H., Lang, S., Reggelin, T., Tolujew, J. (2018) Simulation and Virtual Commis-sioning of Modules for a Plug-and-Play Conveying System "IFAC-Papers OnLine, Vol. 51(11), pp. 649-654.||Scopus|