Rafał Dreżewski

Rafał Dreżewski


Academic Degrees and Professional Titles

2019
D.Sc. (Habilitation) in the discipline of Information and Communication Technology.
Faculty of Computer Science, Electronics and Telecommunications.
AGH University of Science and Technology, Krakow, Poland.
Title of the publication series: The bio-inspired multi-agent systems.
2005
Ph.D. in the discipline of Computer Science.
Faculty of Electrical Engineering, Automatics, Computer Science and Electronics.
AGH University of Science and Technology, Krakow, Poland.
Title of the Ph.D. thesis: Co-evolutionary techniques of optimization of multimodal functions with the use of agent technology.
Supervisor: Prof. Krzysztof Cetnarowicz
Doctoral dissertation defended with honors.
1998
M.Sc.Eng. in Computer Science.
Faculty of Electrical Engineering, Automatics, Computer Science and Electronics.
AGH University of Science and Technology, Krakow, Poland.
Title of the M.Sc. thesis: The practical application of the agent approach to building a decentralized computer system solving the problem of resource balancing.
Supervisor: Prof. Krzysztof Cetnarowicz

Employment history

10.2019-present
Associate Professor.
Institute of Computer Science.
AGH University of Krakow, Krakow, Poland.
01.2006-09.2019
Assistant Professor.
Department of Computer Science
AGH University of Science and Technology, Krakow, Poland.
02.2003-present
Lecturer.
Faculty of Management, Finance and Computer Science
The School of Banking and Management in Krakow, Poland.
10.2001-12.2005
Research and Teaching Assistant.
Department of Computer Science.
AGH University of Science and Technology, Krakow, Poland.
1998-2001
Translator.
BTW Engineering - LOGOS Group, Krakow, Poland.
English-Polish translations of technical documentation, user's manuals, and promotional materials of the following companies: Novell, Compaq, Texas Instruments, Toshiba, Ultrak, Whirlpool, Caterpillar.

Research interests

Participation in projects

2014-2017
A system for collecting and generating information for criminal analysis and activities coordination of the Border Guard, The National Centre for Research and Development Grant.
2011-2014
Advanced IT techniques supporting data processing in criminal analysis, The National Centre for Research and Development Grant.
2010-2013
Bio-inspired mechanisms in planning and management in dynamic environments, Polish Ministry of Science and Higher Education Grant.
2009-2012
Logistic decision support on the basis of situation recognition and pattern analysis with the use of agent-oriented methodologies, Polish Ministry of Science and Higher Education Grant.
2008-2010
Aquisition and verification of information for supporting organizational and operational activities of public security services, Polish Ministry of Science and Higher Education Grant.
2006-2009
Application of artificial intelligence methods and agent-based technologies to support investigatory activities and proof procedures with emphasis on internet crimes, Polish Ministry of Science and Higher Education Grant.
2006-2008
Agent architectures of hybrid systems supporting decision making in planning and management of the enterprises, Polish Ministry of Science and Higher Education Grant.
2004-2007
Agent-based planning in dynamic environment with crisis situations, Polish State Committee for Scientific Research (KBN) Grant.
2002-2004
Decentralized model of evolutionary computations realized with the use of multi-agent systems, Polish State Committee for Scientific Research (KBN) Grant.

Keynote lectures at conferences

  1. Agent-Based Modeling and Simulation of Speciation and Ecosystem Diversity. The 2018 International Symposium on Advanced Intelligent Informatics (SAIN 2018). Yogyakarta, Indonesia, August 29-30, 2018
  2. Comparison of data mining techniques for money laundering detection system. 2015 International Conference on Science in Information Technology (ICSITech 2015). Big Data Spectrum for Future Information Economy. Yogyakarta, Indonesia, October 27-28, 2015

Lectures at conferences

  1. Shoffan Saifullah and Rafał Dreżewski. Improved brain tumor segmentation using modified U-Net based on Particle Swarm Optimization image enhancement. The Genetic and Evolutionary Computation Conference - GECCO 2024. Melbourne, Australia, July 14-18, 2024. Conference Rank (CORE): A.
  2. Shoffan Saifullah and Rafał Dreżewski. Enhancing breast cancer diagnosis: A CNN-based approach for medical image segmentation and classification. 24th International Conference on Computational Science - ICCS 2024. Malaga, Spain, July 2–4, 2024. Conference Rank (CORE): Multiconference.
  3. Shoffan Saifullah and Rafał Dreżewski. Brain tumor segmentation using ensemble CNN-transfer learning models: DeepLabV3plus and ResNet50 approach. 24th International Conference on Computational Science - ICCS 2024. Malaga, Spain, July 2–4, 2024. Conference Rank (CORE): Multiconference.
  4. R. Dębski, R. Dreżewski. Surrogate-assisted ship route optimisation. 23rd International Conference on Computational Science - ICCS 2023. Prague, Czech Republic, 3-5 July, 2023. Conference Rank (CORE): A.
  5. Shoffan Saifullah, Rafał Dreżewski, Felix Andika Dwiyanto, Agus Sasmito Aribowo, Yuli Fauziah. Sentiment analysis using machine learning approach based on feature extraction for anxiety detection. 23rd International Conference on Computational Science - ICCS 2023. Prague, Czech Republic, 3-5 July, 2023. Conference Rank (CORE): A.
  6. S. Saifullah, D. B. Prasetyo, Indahyani, R. Dreżewski, F. A. Dwiyanto. Palm oil maturity classification using K-Nearest Neighbors based on RGB and L*a*b color extraction. 27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems. Athens, Greece, 6-8 September, 2023. Conference Rank (CORE): B.
  7. S. Saifullah, R. Dreżewski. Modified histogram equalization for improved CNN medical image segmentation. 27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems. Athens, Greece, 6-8 September, 2023. Conference Rank (CORE): B.
  8. R. Dębski, R. Dreżewski. Adaptive surrogate-assisted optimal sailboat path search using onboard computers. 22nd International Conference on Computational Science - ICCS 2022. London, United Kingdom, 21-23 June, 2022. Conference Rank (CORE): A.
  9. S. Saifullah, R. Dreżewski. Non-destructive egg fertility detection in incubation using SVM classifier based on GLCM parameters. 26th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems. Verona, Italy, 7-9 September, 2022. Conference Rank (CORE): B.
  10. M. Badura, M. Lampert, Rafał Dreżewski. System supporting poetry generation using text generation and style transfer methods. 26th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems. Verona, Italy, 7-9 September, 2022. Conference Rank (CORE): B.
  11. R. Dreżewski, G. Wątor, Chess as Sequential Data in a Chess Match Outcome Prediction Using Deep Learning with Various Chessboard Representations. 25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems Szczecin, Poland & KES Virtual Conference Centre 8-10 September, 2021. Conference Rank (CORE): B.
  12. R. Dreżewski, J. Solawa, The application of selected modern artificial intelligence techniques in an exemplary strategy game. 25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems Szczecin, Poland & KES Virtual Conference Centre 8-10 September, 2021. Conference Rank (CORE): B.
  13. R. Dreżewski and M. Klęczar, Artificial intelligence techniques for the Puerto Rico strategy game. Agent and Multi-Agent Systems: Technologies and Applications. 11th KES International Conference, KES-AMSTA 2017 Vilamoura, Algarve, Portugal, June 21-23, 2017
  14. Ł. Wilisowski and R. Dreżewski, The application of co-evolutionary genetic programming and TD(1) reinforcement learning in large-scale strategy game VCMI. Agent and Multi-Agent Systems: Technologies and Applications. 9th KES International Conference, KES-AMSTA 2015 Sorrento, Italy, June 17-19, 2015
  15. R. Dreżewski, K. Cetnarowicz, G. Dziuban, S. Martynuska, and A. Byrski, Agent-based neuro-evolution algorithm. Agent and Multi-Agent Systems: Technologies and Applications. 9th KES International Conference, KES-AMSTA 2015 Sorrento, Italy, June 17-19, 2015
  16. R. Dreżewski, Agent-based simulation model of sexual selection mechanism. Agent and Multi-Agent Systems: Technologies and Applications. 9th KES International Conference, KES-AMSTA 2015 Sorrento, Italy, June 17-19, 2015
  17. R. Dreżewski, Evolutionary system supporting music composition. 4th International Conference on Intelligent Interactive Multimedia Systems and Services (KES-IIMSS-11), University of Piraeus, Greece July 20-22 2011
  18. R. Dreżewski, P. Woźniak, and L. Siwik, Agent-based evolutionary system for traveling salesman problem. Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009
  19. R. Dreżewski and K. Obrocki, Co-operative co-evolutionary approach to multi-objective optimization. Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009
  20. R. Dreżewski, K. Obrocki, and L. Siwik, Comparison of multi-agent co-operative co-evolutionary and evolutionary algorithms for multi-objective portfolio optimization. Evostar 2009, Tübingen, Germany, April 15-17, 2009
  21. R. Dreżewski and J. Sepielak, Evolutionary system for generating investment strategies. Evostar 2008, Naples, Italy, March 26-28, 2008
  22. R. Dreżewski, J. Sepielak, and L. Siwik, Generating robust investment strategies with agent-based co-evolutionary system. Computational Science - ICCS 2008, 8th International Conference, Krakow, Poland, June 23-25, 2008
  23. E. Ciepiela, J. Kocot, L. Siwik, and R. Dreżewski, Hierarchical approach to evolutionary multi-objective optimization. Computational Science - ICCS 2008, 8th International Conference, Krakow, Poland, June 23-25, 2008
  24. K. Cetnarowicz and R. Dreżewski, The aggregation mechanism for agent-based evolutionary computation. 4th IFAC Conference on Management and Control of Production and Logistics 2007, Sibiu, Romania, September 27-30, 2007
  25. R. Dreżewski, Ł. Dronka, and J. Koźlak, Co-operative co-evolutionary system for solving dynamic VRPTW problems with crisis situations. Third International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2007, Regensburg, Germany, September 3-5, 2007
  26. R. Dreżewski and L. Siwik, Multi-objective optimization technique based on co-evolutionary interactions in multi-agent system. Evostar 2007, Valencia, Spain, April 11-13, 2007
  27. R. Dreżewski and M. Kisiel-Dorohinicki, Maintaining diversity in agent-based evolutionary computation. Computational Science - ICCS 2006, 6th International Conference, Reading, UK, May 28-31, 2006
  28. R. Dreżewski and L. Siwik, Multi-objective optimization using co-evolutionary multi-agent system with host-parasite mechanism. Computational Science - ICCS 2006, 6th International Conference, Reading, UK, May 28-31, 2006
  29. R. Dreżewski, Resource sharing mechanism in co-evolutionary multi-agent system. 8th National Conference on Evolutionary Computation and Global Optimization (KAEiOG 2005), Korbielów, Poland, May 30-June 1, 2005
  30. R. Dreżewski, A co-evolutionary multi-agent system for multi-modal function optimization. Computational Science - ICCS 2004, 4th International Conference, Krakow, Poland, June 6-9, 2004
  31. R. Dreżewski and K. Cetnarowicz, Co-evolutionary multi-agent system with sexual selection for multi-modal optimization. XVth International Conference on Systems Science (ICSS 2004), Wrocław, Poland, September 7-10 2004
  32. R. Dreżewski, Classical and agent-based co-evolutionary techniques. Workshop on Genetic Algorithms (WAG 2003), Wdzydze, Poland, September 4-5, 2003
  33. R. Dreżewski, A model of co-evolution in multi-agent system. 3rd International Central and Eastern European Conference on Multi-Agent Systems, CEEMAS 2003, Prague, Czech Republic, June 16-18, 2003
  34. R. Dębski, R. Dreżewski, and M. Kisiel-Dorohinicki, Preserving diversity in evolution strategy for shape design of rotating elastic disc. 6th Conference on Evolutionary Algorithms and Global Optimization (KAEiOG 2003), Łagów Lubuski, Poland, May 26-28, 2003
  35. R. Dreżewski, Coevolution in multi-agent system as a niching technique. Annual Workshop on Multi-Agent Systems and New Trends in Soft Computing (Agent Day 2002), December 12-13, 2002, Belfort, France
  36. R. Dreżewski, Coevolutionary multiagent systems in multimodal optimization. 2nd International Conference on Philosophy and Computer Science Processes of Evolution in Real and Virtual Systems, January 10-11, 2002, Krakow, Poland
  37. R. Dreżewski, Niche formation techniques based on coevolutionary interactions in multi-agent system. 3rd Workshop on Evolutionary Algorithms and Global Optimisation (KAEiOG 2002). Krakow, Poland. September 23-24, 2002
  38. R. Dreżewski and M. Kisiel-Dorohinicki, Równoległe i agentowe modele algorytmów ewolucyjnych. Workshop on Genetic Algorithms (WAG 2002), Szyndzielna (Bielsko-Biała), Poland
  39. K. Cetnarowicz and R. Dreżewski, The mechanism of supervising the evolution process realized in multi-agent world. 2nd International Conference on Formal Methods and Intelligent Techniques in Control, Decision Making, Multimedia and Robotics, October 6-7, 2000, Warsaw, Poland
  40. R. Dreżewski, The application of escape and aggregation evolution operators to the evolution process in prediction system. International Workshop Control and Information Technology (IWCIT 1999), Ostrava, Czech Republic, September 16, 1999

Conference steering committee membership

  1. 2021 7th International Conference on Science in Information Technology (ICSITech 2021)
  2. 2020 6th International Conference on Science in Information Technology (ICSITech 2020)
  3. 2019 5th International Conference on Science in Information Technology (ICSITech 2019)
  4. 2018 4th International Conference on Science in Information Technology (ICSITech 2018)
  5. 2017 3rd International Conference on Science in Information Technology (ICSITech 2017)

Conference scientific/programme committee membership

  1. 17th International Conference on Agents and Artificial Intelligence - ICAART 2025
  2. 18th International Conference on Parallel Problem Solving From Nature (PPSN 2024).
  3. The Genetic and Evolutionary Computation Conference (GECCO-2024), Real World Applications (RWA) Track.
  4. International Conference on Computational Science (ICCS 2024), Artificial Intelligence and High-Performance Computing for Advanced Simulations Thematic Track.
  5. 27th European Conference on Artificial Intelligence (ECAI 2024).
  6. The 10th International Conference on Machine Learning, Optimization, and Data Science (LOD 2024).
  7. 16th International Conference on Agents and Artificial Intelligence - ICAART 2024.
  8. 19th Conference on Computer Science and Intelligence Systems (FedCSIS 2024).
  9. The Genetic and Evolutionary Computation Conference (GECCO-2023), Real World Applications (RWA) Track.
  10. International Conference on Computational Science (ICCS 2023), Artificial Intelligence and High-Performance Computing for Advanced Simulations Thematic Track.
  11. The 9th International Conference on Machine Learning, Optimization, and Data Science (LOD 2023).
  12. 18th Conference on Computer Science and Intelligence Systems (FedCSIS 2023).
  13. 15th International Conference on Agents and Artificial Intelligence - ICAART 2023.
  14. 17th International Conference on Parallel Problem Solving from Nature (PPSN 2022).
  15. The Genetic and Evolutionary Computation Conference (GECCO-2022), Real World Applications (RWA) Track.
  16. International Conference on Computational Science (ICCS 2022), Artificial Intelligence and High-Performance Computing for Advanced Simulations Thematic Track.
  17. The 8th International Conference on Machine Learning, Optimization, and Data Science (LOD 2022).
  18. The 2022 5th International Symposium on Advanced Intelligent Informatics (SAIN 2022).
  19. 17th Conference on Computer Science and Intelligence Systems (FedCSIS 2022).
  20. 2022 2nd International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA 2022).
  21. The 2021 4th International Symposium on Advanced Intelligent Informatics (SAIN 2021).
  22. 2021 7th International Conference on Science in Information Technology (ICSITech 2021).
  23. 16th Conference on Computer Science and Intelligence Systems (FedCSIS 2021).
  24. The 7th International Conference on Machine Learning, Optimization, and Data Science (LOD 2021).
  25. The Genetic and Evolutionary Computation Conference (GECCO-2021), Real World Applications (RWA) Track.
  26. International Conference on Computational Science (ICCS 2021), Artificial Intelligence and High-Performance Computing for Advanced Simulations Thematic Track.
  27. The 2021 3rd East Indonesia Conference on Computer and Information Technology (EIConCIT 2021).
  28. 16th International Conference on Parallel Problem Solving from Nature (PPSN 2020).
  29. 2020 6th International Conference on Science in Information Technology (ICSITech 2020).
  30. The Sixth International Conference on Machine Learning, Optimization, and Data Science (LOD 2020).
  31. The 2020 3rd International Symposium on Advanced Intelligent Informatics (SAIN 2020).
  32. The Genetic and Evolutionary Computation Conference (GECCO-2020), Real World Applications (RWA) Track.
  33. Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w ramach International Conference on Computational Science (ICCS 2020).
  34. The 6th International Conference on Electrical, Electronics and Information Engineering (ICEEIE 2019).
  35. The 2019 2nd International Symposium on Advanced Intelligent Informatics (SAIN 2019).
  36. The International Conference on Sustainable Engineering and Creative Computing (ICSECC 2019).
  37. 2nd International Conference on Applied Science, Engineering, and Social Sciences (ICASESS 2019).
  38. 2019 5th International Conference on Science in Information Technology (ICSITech 2019).
  39. The Fifth International Conference on Machine Learning, Optimization, and Data Science (LOD 2019).
  40. Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w ramach International Conference on Computational Science (ICCS 2019).
  41. The Genetic and Evolutionary Computation Conference (GECCO-2019), Real World Applications (RWA) Track.
  42. 2018 4th International Conference on Science in Information Technology (ICSITech 2018).
  43. 15th International Conference on Parallel Problem Solving from Nature (PPSN 2018).
  44. The 2018 International Symposium on Advanced Intelligent Informatics (SAIN 2018).
  45. The Genetic and Evolutionary Computation Conference (GECCO-2018), Real World Applications (RWA) Track.
  46. Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w ramach International Conference on Computational Science (ICCS 2018).
  47. The 2nd East Indonesia Conference on Computer and Information Technology (EIConCIT 2018).
  48. The 2nd International conferences on Information Technology, Information Systems and Electrical Engineering (ICITISEE 2017).
  49. The Third International Conference on Machine learning, Optimization and big Data (MOD 2017).
  50. 2017 3rd International Conference on Science in Information Technology (ICSITech 2017).
  51. The 2nd International Conference on Computer Science and Technology (CST 2017).
  52. Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w ramach International Conference on Computational Science (ICCS 2017).
  53. 2016 2nd International Conference on Science in Information Technology (ICSITech 2016).
  54. The International Conference on Artificial Intelligence Science and Technology (AIST 2016).
  55. 14th International Conference on Parallel Problem Solving From Nature (PPSN 2016).
  56. The 5th Conference on Artificial Intelligence and Data Mining (AIDM 2016).
  57. Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w ramach International Conference on Computational Science (ICCS 2016).
  58. The Second International Workshop on Machine learning, Optimization and Big Data (MOD 2016).
  59. The 4th Conference on Artificial Intelligence and Data Mining (AIDM 2015).
  60. 2015 International Conference on Science in Information Technology (ICSITech 2015).
  61. Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w ramach International Conference on Computational Science (ICCS 2015).
  62. 13th International Conference on Parallel Problem Solving From Nature (PPSN 2014).
  63. Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w ramach International Conference on Computational Science (ICCS 2014).
  64. Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w ramach International Conference on Computational Science (ICCS 2013).
  65. The Ninth International Conference on Simulated Evolution And Learning (SEAL 2012).
  66. 12th International Conference on Parallel Problem Solving From Nature (PPSN 2012).
  67. Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w ramach International Conference on Computational Science (ICCS 2012).
  68. Agent-Based Simulations, Adaptive Algorithms and Solvers Workshop w ramach International Conference on Computational Science (ICCS 2011).
  69. 11th International Conference on Parallel Problem Solving From Nature (PPSN 2010).
  70. The Eighth International Conference on Simulated Evolution And Learning (SEAL-2010).
  71. Agent-Based Computing, Adaptive Algorithms and Bio Computing Workshop w ramach International Conference on Computational Science (ICCS 2010).
  72. Fourth European Workshop on Evolutionary Computation in Finance and Economics w ramach EvoStar 2010.
  73. Intelligent Agents in Simulation and Evolvable Systems Workshop w ramach International Conference on Computational Science (ICCS 2009).
  74. Third European Workshop on Evolutionary Computation in Finance and Economics w ramach EvoStar 2009.
  75. Intelligent Agents and Evolvable Systems Workshop w ramach International Conference on Computational Science (ICCS 2008).
  76. Second European Workshop on Evolutionary Computation in Finance and Economics w ramach EvoStar 2008.
  77. Intelligent Agents in Computing Systems Workshop w ramach International Conference on Computational Science (ICCS 2007).

Conference technical committee membership

  1. IEEE Congress on Evolutionary Computation (CEC 2008) within the IEEE World Congress on Computational Intelligence (WCCI 2008)

Conference organizing committee membership

  1. 11th International Conference on Parallel Problem Solving From Nature (PPSN 2010)
  2. Second International Conference on Philosophy and Computer Science - Processes of Evolution in Real and Virtual Systems (PERVS 2002), Krakow, Poland

Conference reviewer

  1. 2018 International Conference on Engineering and Applied Technology (ICEAT 2018)
  2. 2017 International Conference on Engineering and Applied Technology (ICEAT 2017)
  3. 21st International Conference on Methods and Models in Automation and Robotics (MMAR 2016)
  4. The 2015 International Conference on Fuzzy System and Data Mining (FSDM 2015)
  5. The 4th International Symposium on Intelligence Computation and Applications (ISICA 2009)
  6. Intelligent Agents in Computing Systems Workshop within the International Conference on Computational Science (ICCS 2006)
  7. 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2005)

Member of editorial boards of journals

  1. International Journal of Advances in Intelligent Informatics
  2. Knowledge Engineering and Data Science
  3. AI
  4. Computer Science

Member of reviewer boards of journals

  1. Digital

Journal reviewer

  1. IEEE Transactions on Evolutionary Computation. Impact Factor (2023): 11.7. Reviews (from 2005): 5
  2. Artificial Intelligence Review. Impact Factor (2023): 10.7. Reviews (from 2020): 1
  3. IEEE Transactions on Cybernetics. Impact Factor (2023): 9.4. Reviews (from 2019): 2
  4. Expert Systems with Applications. Impact Factor (2023): 7.5. Reviews (from 2016): 2
  5. Applied Soft Computing. Impact Factor (2023): 7.2. Reviews (from 2014): 21
  6. Financial Innovation. Impact Factor (2023): 6.9. Reviews (from 2021): 1
  7. European Journal of Operational Research. Impact Factor (2023): 6.0. Reviews (from 2009): 5
  8. Journal of Theoretical and Applied Electronic Commerce Research. Impact Factor (2023): 5.1. Reviews (from 2024): 1
  9. International Journal of Molecular Sciences. Impact Factor (2023): 4.9. Reviews (from 2024): 1
  10. Ocean Engineering. Impact Factor (2023): 4.6. Reviews (from 2023): 1
  11. Cancers. Impact Factor (2023): 4.5. Reviews (from 2023): 1
  12. Technologies. Impact Factor (2023): 4.2. Reviews (from 2017): 1
  13. Computers and Electrical Engineering. Impact Factor (2023): 4.0. Reviews (from 2019): 3
  14. Machine Learning and Knowledge Extraction. Impact Factor (2023): 4.0. Reviews (from 2023): 3
  15. Applied System Innovation. Impact Factor (2023): 3.8. Reviews (from 2018): 1
  16. Big Data and Cognitive Computing. Impact Factor (2023): 3.7. Reviews (from 2018): 4
  17. Intelligent Systems in Accounting, Finance and Management. Impact Factor (2023): 3.5. Reviews (from 2018): 1
  18. IEEE Access. Impact Factor (2023): 3.4. Reviews (from 2018): 14
  19. Sensors. Impact Factor (2023): 3.4. Reviews (from 2016): 14
  20. Sustainability. Impact Factor (2023): 3.3. Reviews (from 2017): 11
  21. Journal of Sensor and Actuator Networks. Impact Factor (2023): 3.3. Reviews (from 2019): 1
  22. Journal of Zhejiang University - Science A. Impact Factor (2023): 3.3. Reviews (from 2008): 1
  23. Journal of Computational Science. Impact Factor (2023): 3.1. Reviews (from 2011): 29
  24. AI. Impact Factor (2023): 3.1. Reviews (from 2024): 2
  25. Materials. Impact Factor (2023): 3.1. Reviews (from 2017): 2
  26. China Communications. Impact Factor (2023): 3.1. Reviews (from 2013): 1
  27. Energies. Impact Factor (2023): 3.0. Reviews (from 2017): 37
  28. Administrative Sciences. Impact Factor (2023): 3.0. Reviews (from 2024): 1
  29. Journal of Business & Economic Statistics. Impact Factor (2023): 2.9. Reviews (from 2016): 1
  30. Robotics. Impact Factor (2023): 2.9. Reviews (from 2018): 1
  31. Future Internet. Impact Factor (2023): 2.8. Reviews (from 2018): 6
  32. Processes. Impact Factor (2023): 2.8. Reviews (from 2022): 6
  33. Brain Sciences. Impact Factor (2023): 2.7. Reviews (from 2023): 2
  34. Journal of Marine Science and Engineering. Impact Factor (2023): 2.7. Reviews (from 2023): 2
  35. Journal of the Operational Research Society. Impact Factor (2023): 2.7. Reviews (from 2020): 2
  36. Electronics. Impact Factor (2023): 2.6. Reviews (from 2018): 9
  37. Computers. Impact Factor (2023): 2.6. Reviews (from 2022): 2
  38. Applied Sciences. Impact Factor (2023): 2.5. Reviews (from 2018): 51
  39. Information. Impact Factor (2023): 2.4. Reviews (from 2015): 5
  40. Multimodal Technologies and Interaction. Impact Factor (2023): 2.4. Reviews (from 2023): 1
  41. Mathematics. Impact Factor (2023): 2.3. Reviews (from 2018): 27
  42. Systems. Impact Factor (2023): 2.3. Reviews (from 2017): 1
  43. Symmetry. Impact Factor (2023): 2.2. Reviews (from 2017): 26
  44. Data. Impact Factor (2023): 2.2. Reviews (from 2018): 3
  45. Entropy. Impact Factor (2023): 2.1. Reviews (from 2009): 11
  46. Inventions. Impact Factor (2023): 2.1. Reviews (from 2023): 3
  47. Progress in Artificial Intelligence. Impact Factor (2023): 2.0. Reviews (from 2021): 1
  48. Axioms. Impact Factor (2023): 1.9. Reviews (from 2023): 3
  49. Computation. Impact Factor (2023): 1.9. Reviews (from 2019): 1
  50. Mathematical and Computational Applications. Impact Factor (2023): 1.9. Reviews (from 2018): 1
  51. Algorithms. Impact Factor (2023): 1.8. Reviews (from 2018): 13
  52. Computational Intelligence. Impact Factor (2023): 1.8. Reviews (from 2017): 1
  53. Societies. Impact Factor (2023): 1.7. Reviews (from 2018): 2
  54. International Journal of Applied Mathematics and Computer Science. Impact Factor (2023): 1.6. Reviews (from 2006): 4
  55. Journal of the Royal Statistical Society Series A - Statistics in Society. Impact Factor (2023): 1.5. Reviews (from 2017): 1
  56. Bulletin of the Polish Academy of Sciences: Technical Sciences. Impact Factor (2023): 1.2. Reviews (from 2018): 1
  57. Journal of Computational Methods in Sciences and Engineering. Impact Factor (2023): 0.5. Reviews (from 2012): 1
  58. International Journal of Advances in Intelligent Informatics. Impact Factor (2023): -. Reviews (from 2015): 38
  59. Knowledge Engineering and Data Science. Impact Factor (2023): -. Reviews (from 2018): 10
  60. African Journal of Business Management. Impact Factor (2023): -. Reviews (from 2012): 2
  61. Mathematical Problems in Engineering. Impact Factor (2023): -. Reviews (from 2018): 2
  62. Advances in Computer Science Research. Impact Factor (2023): -. Reviews (from 2011): 1
  63. African Journal of Mathematics and Computer Science Research. Impact Factor (2023): -. Reviews (from 2015): 1
  64. Analytics. Impact Factor (2023): -. Reviews (from 2022): 1
  65. Computational Intelligence and Neuroscience. Impact Factor (2023): -. Reviews (from 2021): 1
  66. Computer Systems Science and Engineering. Impact Factor (2023): -. Reviews (from 2019): 1
  67. Digital. Impact Factor (2023): -. Reviews (from 2024): 1
  68. International Journal of Computer Engineering Research. Impact Factor (2023): -. Reviews (from 2016): 1
  69. Journal of Ambient Intelligence and Humanized Computing. Impact Factor (2023): -. Reviews (from 2021): 1
  70. Journal of Engineering and Technology Research. Impact Factor (2023): -. Reviews (from 2016): 1
  71. Journal of Internet and Information Systems. Impact Factor (2023): -. Reviews (from 2015): 1
  72. Machine Learning with Applications. Impact Factor (2023): -. Reviews (from 2021): 1
  73. Parallel and Distributed Computing and Networks. Impact Factor (2023): -. Reviews (from 2013): 1
  74. The Open Electrical & Electronic Engineering Journal. Impact Factor (2023): -. Reviews (from 2014): 1
  75. Wireless Communications and Mobile Computing. Impact Factor (2023): -. Reviews (from 2021): 1

Reviewer of research projects

  1. National Science Centre. Reviews: 1.

Reviews and studies prepared on request

  1. Research Square. Reviews: 3.
  2. Rubriq. Reviews: 1.

Scientific publications reviews

Diploma theses reviews

Supervision of the completed diploma theses

Scientific cooperation

International exchange

2023/2024
Scientific supervisor of students from Universidad de Sevilla, Escuela Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial Intelligence and Expert Systems) within frames of the LLP/Erasmus programme, Faculty of Management, Finance and Computer Science, The School of Banking and Management in Krakow, Poland
2022/2023
Scientific supervisor of students from Universidad de Sevilla, Escuela Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial Intelligence and Expert Systems) within frames of the LLP/Erasmus programme, Faculty of Management, Finance and Computer Science, The School of Banking and Management in Krakow, Poland
2021/2022
Scientific supervisor of students from Universidad de Sevilla, Escuela Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial Intelligence and Expert Systems) within frames of the LLP/Erasmus programme, Faculty of Management, Finance and Computer Science, The School of Banking and Management in Krakow, Poland
2020/2021
Scientific supervisor of students from Universidad de Sevilla, Escuela Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial Intelligence and Expert Systems) within frames of the LLP/Erasmus programme, Faculty of Management, Finance and Computer Science, The School of Banking and Management in Krakow, Poland
2019/2020
Scientific supervisor of students from Universidad de Sevilla, Escuela Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial Intelligence and Expert Systems) within frames of the LLP/Erasmus programme, Faculty of Management, Finance and Computer Science, The School of Banking and Management in Krakow, Poland
2018/2019
Scientific supervisor of students from Universidad de Sevilla, Escuela Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial Intelligence and Expert Systems) within frames of the LLP/Erasmus programme, Faculty of Management, Finance and Computer Science, The School of Banking and Management in Krakow, Poland
2017/2018
Scientific supervisor of students from Universidad de Sevilla, Escuela Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial Intelligence and Expert Systems) within frames of the LLP/Erasmus programme, Faculty of Management, Finance and Computer Science, The School of Banking and Management in Krakow, Poland
2017/2018
Scientific supervisor of students within frames of the LLP/Erasmus programme, Department of Computer Science, Faculty of Computer Science, Electronics and Telecomunications, AGH University of Science and Technology, Krakow, Poland
2016/2017
Scientific supervisor of students from Universidad de Sevilla, Escuela Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial Intelligence and Expert Systems) within frames of the LLP/Erasmus programme, Faculty of Management, Finance and Computer Science, The School of Banking and Management in Krakow, Poland
2016/2017
Scientific supervisor of students within frames of the LLP/Erasmus programme, Department of Computer Science, Faculty of Computer Science, Electronics and Telecomunications, AGH University of Science and Technology, Krakow, Poland
2015/2016
Scientific supervisor of students from Universidad de Sevilla, Escuela Técnica Superior de Ingeniería Informática (ETSII), Spain (subject Artificial Intelligence and Expert Systems) within frames of the LLP/Erasmus programme, Faculty of Management, Finance and Computer Science, The School of Banking and Management in Krakow, Poland
2015/2016
Scientific supervisor of students within frames of the LLP/Erasmus programme, Department of Computer Science, Faculty of Computer Science, Electronics and Telecomunications, AGH University of Science and Technology, Krakow, Poland
07/2014-08/2014
Scientific supervisor of interns from ESISAR, Institut National Polytechnique de Grenoble (INPG), Valence, France within frames of the LLP/Erasmus programme, Department of Computer Science, Faculty of Computer Science, Electronics and Telecomunications, AGH University of Science and Technology, Krakow, Poland
07/2013-08/2013
Scientific supervisor of interns from ESISAR, Institut National Polytechnique de Grenoble (INPG), Valence, France within frames of the LLP/Erasmus programme, Department of Computer Science, Faculty of Computer Science, Electronics and Telecomunications, AGH University of Science and Technology, Krakow, Poland
07/2012-08/2012
Scientific supervisor of interns from ESISAR, Institut National Polytechnique de Grenoble (INPG), Valence, France within frames of the LLP/Erasmus programme, Department of Computer Science, Faculty of Computer Science, Electronics and Telecomunications, AGH University of Science and Technology, Krakow, Poland
06/2008
Lectures and monitoring of students' activities within the frame of LLP/Erasmus programme, Institut National Polytechnique de Grenoble (INPG), France
06/2007
Lectures and monitoring of students' activities within the frame of Socrates/Erasmus programme, Institut National Polytechnique de Grenoble (INPG), France
06/2004
Lectures and monitoring of students' activities within the frame of Socrates/Erasmus programme, Institut National Polytechnique de Grenoble (INPG), France

Current teaching activities

Lectures:

Seminar classes:

Laboratory classes:

Project classes:

Auditorium classes:

Past teaching activities

Lectures:

Laboratory classes:

Project classes:

Auditorium classes:

Organizational activities

2022-present
Member of the Faculty of Computer Science Council, AGH University of Krakow, Krakow, Poland
2022-present
Member of the Commission for Verification of the 8th Level of the Polish Qualification Framework, Scientific Discipline Board for Computer and Information Sciences, AGH University of Krakow, Krakow, Poland
2021-present
Member of the Commission for the Quality of the Diploma Process for the Informatics Major, AGH University of Krakow, Krakow, Poland
2020-present
Member of the Scientific Discipline Board for Computer and Information Sciences, AGH University of Krakow, Krakow, Poland
2019-2020
Member of the Faculty of Computer Science, Electronics and Telecomunications Council, AGH University of Science and Technology, Krakow, Poland
2016-2019
Member of the Faculty Team for Quality of Education, Faculty of Computer Science, Electronics and Telecomunications, AGH University of Science and Technology, Krakow, Poland
2013-2019
Member of the Education Commission, Department of Computer Science, AGH University of Science and Technology, Krakow, Poland
2009-2012
Member of the Dissertation Commission, Faculty of Computer Science, Electronics and Telecomunications, AGH University of Science and Technology, Krakow, Poland
2007-2008
Member of the Recruitment Commission, Faculty of Electrical Engineering, Automatics, Computer Science and Electronics, AGH University of Science and Technology, Krakow, Poland
2006-2012
Teaching activities planning person in Intelligent Information Systems Group, Department of Computer Science, AGH University of Science and Technology, Krakow, Poland
2002-2018
Supervisor of the BIT Students' Scientific Association affiliated with the Faculty of Computer Science, Electronics and Telecomunications, AGH University of Science and Technology, Krakow, Poland
2002-2015
Organizer of seminars of the Intelligent Information Systems Group, Department of Computer Science, AGH University of Science and Technology, Krakow, Poland

Honors

2024
National Education Commission Medal
2023
3rd-degree Individual Award of the Rector of AGH University of Krakow for Scientific Achievements
2022
3rd-degree Individual Award of the Rector of AGH University of Krakow for Scientific Achievements
2019
Peer Review Awards (Publons, Clarivate Analytics): Top 1% of Reviewers in Cross-Field
2018
3rd-degree Individual Award of the Rector of AGH UST for Scientific Achievements
2018
2nd-degree Team Award of the Rector of AGH UST for Organizational Achievements
2018
Peer Review Awards (Publons, Clarivate Analytics): Top 1% of Reviewers for Engineering
2018
Peer Review Awards (Publons, Clarivate Analytics): Top 1% of Reviewers for Multidisciplinary
2015
3rd-degree Individual Award of the Rector of AGH UST for Scientific Achievements
2008
3rd-degree Individual Award of the Rector of AGH UST for Scientific Achievements
2007
3rd-degree Individual Award of the Rector of AGH UST for Scientific Achievements
2006
3rd-degree Individual Award of the Rector of AGH UST for Scientific Achievements
2005
3rd-degree Individual Award of the Rector of AGH UST for Scientific Achievements
2004
3rd-degree Individual Award of the Rector of AGH UST for Scientific Achievements

Membership in organizations

2020-present
Association for Scientific Computing Electronics and Engineering (ASCEE), Computer Society
2011-2014
Member of the Board: Polish Information Processing Society, Małopolska Branch
2008-present
Polish Information Processing Society, Małopolska Branch

© 1998-2024 by Rafal Drezewski

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