Piotr Lipinski

Computational Intelligence Research Group, Institute of Computer Science, University of Wroclaw

Institute of Computer Science, University of Wroclaw, ul. Joliot-Curie 15, 50-383 Wrocław, Poland, Room 203, Email: lipinski@ii.uni.wroc.pl

About Me

a brief CV

Research

my research interests

Publications

my recent papers

Teaching

information for students

Publications


  1. Kowalczykiewicz, M., Lipinski, P., "Grammatical Evolution with Code2Vec", [in] Genetic Programming, Proceedings of European Conference on Genetic Programming (EuroGP 2023), Lecture Notes in Computer Science, (to appear).
  2. Lipinski, P., "Explaining Recommender Systems by Evolutionary Interests Mix Modeling", [in] Applications of Evolutionary Computation, Proceedings of European Conference on Applications of Evolutionary Computation (EvoApplications 2023), Lecture Notes in Computer Science (to appear).
  3. Stanczyk, J., Kajewska-Szkudlarek, J., Lipinski, P., Rychlikowski, P., "Improving short-term water demand forecasting using evolutionary algorithms", [in] Scientific Reports, vol. 12, no. 13522, 2022.
  4. Lipinski, P., Brzychczy, E., Zimroz, R., "Decision Tree-Based Classification for Planetary Gearboxes’ Condition Monitoring with the Use of Vibration Data in Multidimensional Symptom Space", [in] Sensors, vol. 20, no. 5979, 2020.
  5. Sarkar, J., Saha, I., Lancucki, A., Ghosh, N., Wlasnowolski, M., Bokota. G., Dey, A., Lipinski, P., Plewczynski, D., "Identification of miRNA Biomarkers for Diverse Cancer Types Using Statistical Learning Methods at the Whole-Genome Scale", [in] Frontiers in Genetics, vol. 11, 2020.
  6. Lipinski, P., Michalak, K., "Multidimensional time series feature engineering by hybrid evolutionary approach", [in] Proceedings of Genetic and Evolutionary Computation Conference Companion (GECCO 2019), ACM, 2019, pp.67-68.
  7. Lipinski, P., Michalak, K., "Deriving knowledge from local optima networks for evolutionary optimization in inventory routing problem", [in] Proceedings of Genetic and Evolutionary Computation Conference Companion (GECCO 2019), ACM, 2019, pp.1551-1558.
  8. Lipinski, P., Michalak, K., "An Evolutionary Algorithm with Practitioner’s-Knowledge-Based Operators for the Inventory Routing Problem", [in] Evolutionary Computation in Combinatorial Optimization, Proceedings of European Conference on Evolutionary Computation in Combinatorial Optimization (EvoCOP 2018), Lecture Notes in Computer Science, vol. 10782, Springer, 2018, pp.146–157.
  9. Lipinski, P., Filipiak, P., Rychlikowski, P., Stanczyk, J., Kajewska-Szkudlarek, J., Lomotowski, J., Konieczny, T., "Discovering weekly seasonality for water demand prediction using evolutionary algorithms", [in] Proceedings of Genetic and Evolutionary Computation Conference Companion (GECCO 2017), ACM, 2017, pp.33-34.
  10. Lipinski, P., "Evolutionary approach to optimization of data representation for classification of patterns in financial ultra-high frequency time series", [in] Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2017), ACM, 2017, pp.1177–1184.
  11. Lipinski, P., "Optimization of representation for extracting knowledge from ultra-high frequency time series", [in] Proceedings of 2017 IEEE Congress on Evolutionary Computation (CEC 2017), IEEE, 2017, pp.2759-2766.
  12. Lipinski, P., "Solving the Firefighter Problem with two elements using a multi-modal Estimation of Distribution Algorithm", [in] Proceedings of 2017 IEEE Congress on Evolutionary Computation (CEC 2017), IEEE, 2017, pp.2161-2168.
  13. Filipiak, P., Lipinski, P., "Dynamic Portfolio Optimization in Ultra-High Frequency Environment", [in] Applications of Evolutionary Computation, Proceedings of European Conference on Applications of Evolutionary Computation (EvoApplications 2017), Lecture Notes in Computer Science, vol. 10199, Springer, 2017, pp.34-50.
  14. Brabazon, A., Lipinski, P., Hamill, P., "Characterising order book evolution using self-organising maps", [in] Evolutionary Intelligence, vol. 9, no. 4, Springer, 2016, pp.167-179.
  15. Lancucki, A., Saha, I., Bhowmick, S., Maulik, U., Lipinski, P., "A new evolutionary microRNA marker selection using next-generation sequencing data", [in] Proceedings of 2016 IEEE Congress on Evolutionary Computation (CEC 2016), IEEE, 2016, pp.2752-2759.
  16. Michalak, K., Lancucki, A., Lipinski, P., "Multiobjective optimization of frequent pattern models in ultra-high frequency time series: Stability versus universality", [in] Proceedings of 2016 IEEE Congress on Evolutionary Computation (CEC 2016), IEEE, 2016, pp.3491-3498.
  17. Lipinski, Michalak, Lancucki, "Improving Classification of Patterns in Ultra-High Frequency Time Series with Evolutionary Algorithms", [in] Proceedings of Genetic and Evolutionary Computation Conference Companion (GECCO 2016), ACM, 2016, pp.127-128.
  18. Filipiak, P., Michalak, K., Lipinski, P., "Infeasibility Driven Evolutionary Algorithm with the Anticipation Mechanism for the Reaching Goal in Dynamic Constrained Inverse Kinematics", [in] Proceedings of Genetic and Evolutionary Computation Conference Companion (GECCO 2015), ACM, 2015, pp.1389–1390.
  19. Lancucki, A., Saha, I., Lipinski, P., "A new evolutionary gene selection technique", [in] Proceedings of 2016 IEEE Congress on Evolutionary Computation (CEC 2015), IEEE, 2015, pp.1612-1619.
  20. Filipiak, P., Lipinski, P., "Making IDEA-ARIMA Efficient in Dynamic Constrained Optimization Problems", [in] Applications of Evolutionary Computation, Proceedings of European Conference on Applications of Evolutionary Computation (EvoApplications 2015), Lecture Notes in Computer Science, vol. 9028, Springer, 2015, pp.882–893.
  21. Lipinski, P., "Training Financial Decision Support Systems with Thousands of Decision Rules Using Differential Evolution with Embedded Dimensionality Reduction", [in] Applications of Evolutionary Computation, Proceedings of European Conference on Applications of Evolutionary Computation (EvoApplications 2015), Lecture Notes in Computer Science, vol. 9028, Springer, 2015, pp.289-301.
  22. Lancucki, A., Chorowski, J., Michalak, K., Filipiak, P., Lipinski, P., "Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems", [in] Intelligent Data Engineering and Automated Learning, Proceedings of International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2014), Lecture Notes in Computer Science, vol. 8669, 2014, pp.457–464.
  23. Filipiak, P., Lipinski, P., "Univariate Marginal Distribution Algorithm with Markov Chain Predictor in Continuous Dynamic Environments", [in] Intelligent Data Engineering and Automated Learning, Proceedings of International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2014), Lecture Notes in Computer Science, vol. 8669, 2014, pp.404-411.
  24. Michalak, K., Filipiak, P., Lipinski, P., "Multiobjective Dynamic Constrained Evolutionary Algorithm for Control of a Multi-segment Articulated Manipulator", [in] Intelligent Data Engineering and Automated Learning, Proceedings of International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2014), Lecture Notes in Computer Science, vol. 8669, 2014, pp.199-206.
  25. Lipinski, P., "Optimizing Objective Functions with Non-Linearly Correlated Variables Using Evolution Strategies with Kernel-Based Dimensionality Reduction", [in] Hybrid Artificial Intelligence Systems, Proceedings of International Conference on Hybrid Artificial Intelligence Systems (HAIS 2014), Lecture Notes in Computer Science, vol. 8480, 2014, Springer, pp.342–353.
  26. Filipiak, P., Lipinski, P., "Infeasibility Driven Evolutionary Algorithm with Feed-Forward Prediction Strategy for Dynamic Constrained Optimization Problems", [in] Applications of Evolutionary Computation, Proceedings of European Conference on Applications of Evolutionary Computation (EvoApplications 2014), Lecture Notes in Computer Science, vol. 8602, Springer, 2014, pp.817-828.
  27. Lipinski, P., Brabazon, A., "Pattern Mining in Ultra-High Frequency Order Books with Self-Organizing Maps", [in] Applications of Evolutionary Computation, Proceedings of European Conference on Applications of Evolutionary Computation (EvoApplications 2014), Lecture Notes in Computer Science, vol. 8602, Springer, 2014, pp.288-298.
  28. Lipinski, P., "Training Complex Decision Support Systems with Differential Evolution Enhanced by Locally Linear Embedding", [in] Applications of Evolutionary Computation, Proceedings of European Conference on Applications of Evolutionary Computation (EvoApplications 2014), Lecture Notes in Computer Science, vol. 8602, Springer, 2014, pp.125-137.
  29. Brzychczy, E., Lipinski, P., Zimroz, R., Filipiak, P., "Artificial Immune Systems for Data Classification in Planetary Gearboxes Condition Monitoring", [in] Advances in Condition Monitoring of Machinery in Non-Stationary Operations, Lecture Notes in Mechanical Engineering, Springer, 2014, pp.235–247.
  30. Michalak, K., Filipiak, P., Lipinski, P., "Usage Patterns of Trading Rules in Stock Market Trading Strategies Optimized with Evolutionary Methods", [in] Applications of Evolutionary Computation, Proceedings of European Conference on Applications of Evolutionary Computation (EvoApplications 2013), Lecture Notes in Computer Science, vol. 7835, Springer, 2013, pp.234-243.
  31. Filipiak, P., Lipinski, P., "Parallel CHC Algorithm for Solving Dynamic Traveling Salesman Problem Using Many-Core GPU", [in] Artificial Intelligence: Methodology, Systems, and Applications, Proceedings of International Conference on Artificial Intelligence: Methodology, Systems, and Applications (AIMSA 2012),Lecture Notes in Computer Science, vol. 7557, Springer, 2012, pp.305–314.
  32. Filipiak, P., Michalak, K., Lipinski, P., "A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kinematics Problems", [in] Hybrid Artificial Intelligence Systems, Proceedings of International Conference on Hybrid Artificial Intelligence Systems (HAIS 2012), Lecture Notes in Computer Science, vol. 7208, 2012, Springer, pp.610-621.
  33. Lipinski, P., "Parallel Evolutionary Algorithms for Stock Market Trading Rule Selection on Many-Core Graphics Processors", [in] Natural Computing in Computational Finance, Studies in Computational Intelligence, vol. 380, Springer, 2012, pp.79-92.
  34. Filipiak, P., Michalak, K., Lipinski, P., "Infeasibility Driven Evolutionary Algorithm with ARIMA-Based Prediction Mechanism", [in] Intelligent Data Engineering and Automated Learning, Proceedings of International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2011), Lecture Notes in Computer Science, vol. 6936, 2011, pp.345-352.
  35. Lipinski, P., "A Stock Market Decision Support System with a Hybrid Evolutionary Algorithm for Many-Core Graphics Processors", [in] Proceedings of European Conference on Parallel Processing (Euro-Par 2010) Parallel Processing Workshops, Lecture Notes in Computer Science, vol. 6586, Springer, 2011, pp.455-462.
  36. Lipinski, P., "Signal Classification with Self-organizing Mixture Networks", [in] Artificial Intelligence: Methodology, Systems, and Applications, Proceedings of International Conference on Artificial Intelligence: Methodology, Systems, and Applications (AIMSA 2010),Lecture Notes in Computer Science, vol. 6304, Springer, 2010, pp.275-276.
  37. Lipinski, P., "Evolution Strategies for Objective Functions with Locally Correlated Variables", [in] Intelligent Data Engineering and Automated Learning, Proceedings of International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2010), Lecture Notes in Computer Science, vol. 6283, 2010, pp.352–359.
  38. Lipinski, P., "A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics Processors", [in] Intelligent Data Engineering and Automated Learning, Proceedings of International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2010), Lecture Notes in Computer Science, vol. 6283, 2010, pp.344–351.
  39. Lipinski, P., Brzychczy, E., Zimroz, R., "Planetary Gearboxes Condition Monitoring under Non-stationary Operations by Adaptive Decision Trees based Classification of Vibration Data in Multidimensional Symptom Space", [in] Proceedings of 6th International Conference Mechatronic Systems and Materials (MSM 2010), Opole, Poland, 2010.
  40. Lipinski, P., "Personalization of Text Information Retrieval with Bayesian Networks and Evolutionary Algorithms", [in] Proceedings of Stochastic Modeling Techniques and Data Analysis International Conference (SMTDA 2010), Chania, Greece, 2010.
  41. Lipinski, P., "Frequent Knowledge Patterns in Evolutionary Decision Support Systems for Financial Time Series Analysis", [in] Natural Computing in Computational Finance, Studies in Computational Intelligence, vol. 293, Springer, 2010, pp.131-145.
  42. Lipinski, P., "Knowledge Patterns in Evolutionary Decision Support Systems for Financial Time Series Analysis", [in] Applications of Evolutionary Computing, Proceedings of Workshops on Applications of Evolutionary Computation (EvoWorkshops 2009), Lecture Notes in Computer Science, vol. 5484, Springer, 2009, pp.203-212.
  43. Sobczynski, M., Mackiewicz, P., Lipinski, P., Cebrat, S., "The application of Self Organizing Maps and evolutionary algorithms to distinguish bacterial proteomes", [in] Proceedings of 7th World Congress in Probability and Statistics, July 14 - 19, 2008, Singapore, pp. 188-189.
  44. Lipinski, P., "Evolutionary Algorithms Equipped with Internal Dimensionality Reduction", [in] Proceedings of Internation Multi-Conference on Advanced Computer Systems (ACS 2008), Miedzyzdroje, Poland, 2008.
  45. Lipinski, P., "Neuro-evolutionary Decision Support System for Financial Time Series Analysis", [in] Hybrid Artificial Intelligence Systems, Proceedings of International Conference on Hybrid Artificial Intelligence Systems (HAIS 2008), Lecture Notes in Computer Science, vol. 5271, 2008, Springer, pp.180-187.
  46. Lipinski, P., "Evolutionary Decision Support System for Stock Market Trading", [in] Artificial Intelligence: Methodology, Systems, and Applications, Proceedings of International Conference on Artificial Intelligence: Methodology, Systems, and Applications (AIMSA 2008),Lecture Notes in Computer Science, vol. 5253, Springer, 2008, pp.405-409.
  47. Korczak, J., Lipinski, P., "Systemy agentowe we wspomaganiu decyzji na rynku papierów wartościowych", [in] Rozwój informatycznych systemów wieloagentowych w środowiskach społeczno-gospodarczych, Wydawnictwo PLACET, Warszawa, 2008, pp. 289-301.
  48. Lipinski, P., "Evolutionary Strategies for Building Risk-Optimal Portfolios", [in] Natural Computing in Computational Finance, Studies in Computational Intelligence, vol. 100, Springer, 2008, pp.53-65.
  49. Sobczynski, M., Mackiewicz, P., Lipinski, P., Cebrat, S., "Zastosowanie sieci Kohonena i algorytmów ewolucyjnych do różnicowania proteomów prokariotycznych", II Polski Kongres Genetyki, Warszawa, 2007, pp.283-284.
  50. Lipinski, P., "ECGA vs. BOA in discovering stock market trading experts", [in] Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2007), ACM, 2007, pp.531-538.
  51. Lipinski, P., "Discovering Stock Market Trading Rules Using Multi-layer Perceptrons", [in] Computational and Ambient Intelligence, Proceedings of International Work-Conference on Artificial Neural Networks (IWANN 2007), Lecture Notes in Computer Science, vol. 4507, Springer, 2007, pp.1114-1121.
  52. Lipinski, P., Winczura, K., Wojcik, J., "Building Risk-Optimal Portfolio Using Evolutionary Strategies", [in] Applications of Evolutionary Computing, Proceedings of Workshops on Applications of Evolutionary Computation (EvoWorkshops 2007), Lecture Notes in Computer Science, vol. 4448, Springer, 2007, pp.208-217.
  53. Shami, K., Magoni, D., Lipinski, P., Lorenz, P., "Scalable Distributed k-Resilient Name to Address Binding System for Overlays", [in] Proceedings of International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICNICONSMCL 2006), IEEE, 2006, pp.46-46.
  54. Korczak, J., Lipinski, P., "Technology of Intelligent Agents used in Financial Data Analysis", [in] Proceedings of 5th Ogolnopolska Konferencja Naukowa Nowoczesne Technologie Informacyjne w Zarzadzaniu, NTIZ2006, Prace Naukowe AE, Wydawnictwo Akademii Ekonomicznej, Wroclaw, 2006.
  55. Michalak, K., Lipinski, P., "Prediction of High Increases in Stock Prices using Neural Networks", [in] Neural Network World, International Journal on Neural and Mass-Parallel Computing and Information Systems, Vol. 15, No. 4, 2005, pp.359-366.
  56. Lipinski, P., "Clustering of Large Number of Stock Market Trading Rules", [in] Neural Network World, International Journal on Neural and Mass-Parallel Computing and Information Systems, Vol. 15, No. 4, 2005, pp.351-357.
  57. Bartkowiak, A., Lipinski, P., "Remarks on evaluation of correlation dimension for 5 French stock data", [in] Proceedings of the 7th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2005, IEEE, 2005.
  58. Bartkowiak, A., Lipinski, P., "Remarks on evaluation of correlation dimension for 5 French stock data", [in] Proceedings of the 7th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2005, West University of Timisoara, Romania, 2005, pp.91-98.
  59. Lipinski, P., Korczak, J., "Early Warning in On-line Stock Trading System", [in] Proceedings of the 5th International Conference on Intelligent Systems Design and Applications, ISDA 2005, ed. H. Kwasnicka, M. Paprzycki, IEEE, 2005, pp.538-543.
  60. Lipinski, P., "Dependency Mining in Large Sets of Stock Market Trading Rules", [in] Enhanced Methods in Computer Security, Biometric and Intelligent Systems, ed. J. Pejas, A. Piegat, Kluwer Academic Publishers, 2005, pp.329-336.
  61. Michalak, K., Lipinski, P., "Prediction of High Increases in Stock Prices using Neural Networks", [in] Proceedings of the 16th Symposium on Computational Statistics, CompStat 2004, ed. J. Antoch, Springer, 2004, pp.1465-1472.
  62. Lipinski, P., "Clustering of Large Number of Stock Market Trading Rules", [in] Proceedings of the 16th Symposium on Computational Statistics, CompStat 2004, ed. J. Antoch, Springer, 2004, pp.1397-1404.
  63. Korczak, J., Lipinski, P., "Evolutionary Building of Stock Trading Experts in a Real-Time System", [in] Proceedings of the 2004 Congress on Evolutionary Computation, CEC 2004, Portland, IEEE, USA, 2004, pp.940-947.
  64. Lipinski, P., Korczak, J., "Performance Measures in an Evolutionary Stock Trading Expert System", [in] Proceedings of the International Conference on Computational Science, ICCS 2004, ed. M. Bubak, G. van Albada, P. Sloot, J. Dongarra, Lecture Notes in Computer Science, vol. 3039, Springer, 2004, pp.835-842.
  65. Lipinski, P., "Dependency Mining in Large Sets of Stock Market Trading Rules", [in] Proceedings of 10th International Multi-Conference on Advanced Computer Systems, Technical University of Szczecin, Szczecin, Poland, 2003 (electronic edition).
  66. Korczak, J., Lipinski, P., "Shortening of Evolutionary Agent Learning using Sequential Pattern Methods", [in] Proceedings of the AISB'03 Third Symposium on Adaptive Agents and Multi-Agent Systems, AAMAS, ed. D. Kazakov, D. Kudenko, E. Alonso, University of Wales, Aberystwyth, UK, 2003, pp.115-119.
  67. Lipinski, P., Korczak, J., "Design of Stock Trading System based on Intelligent Agents", [in] Proceedings of 9th International Multi-Conference on Advanced Computer Systems, Production System Design, Supply Chain Management and Logistics, ed. A. Dolgui, J. Soldek, O. Zaikin, Technical University of Szczecin, Szczecin, Poland, 2002, pp.177-186.
  68. Korczak, J., Lipinski, P., "Inteligentni agenci : Teoria, metody i zastosowania", [in] Proceedings of 6th Ogolnopolska Konferencja Zastosowania Rozwiazan Informatycznych w Instytucjach Finansowych, ed. A. Gospodarowicz, Prace Naukowe AE Nr 954, Wydawnictwo Akademii Ekonomicznej, Wroclaw, Poland, 2002, pp.299-312.
  69. Korczak, J., Lipinski, P., Roger, P., "Evolution Strategy in Portfolio Optimization", [in] Artificial Evolution, ed. P. Collet, Lecture Notes in Computer Science, vol. 2310, Springer, 2002, pp.156-167.
  70. Korczak, J., Lipinski, P., "Evolutionary Approach to Portfolio Optimization", [in] Proceedings of Workshop on Artificial Intelligence for Financial Time Series Analysis, 10th Portuguese Conference on Artificial Intelligence, Porto, Portugal, 2001.
  71. Korczak, J., Lipinski, P., Roger, P., "Evolution Strategy in Portfolio Optimization", [in] Proceedings of 5th International Conference on Artificial Evolution, ed. P. Collet, Le Creusot, France, 2001, pp.225-236.
  72. Korczak, J., Lipinski, P., Roger, P., "Portfolio Design and Simulation using Evolution-based Strategy", [in] Proceedings of 5th Ogolnopolska Konferencja Zastosowania Rozwiazan Informatycznych w Instytucjach Finansowych, ed. A. Gospodarowicz, Prace Naukowe AE Nr 907, Wydawnictwo Akademii Ekonomicznej, Wroclaw, Poland, 2001, pp.131-142.
  73. Korczak, J., Lipinski, P., Roger, P., "New Approach to Problem of Portfolio Optimization", Research Report 2001/06, Laboratoire des Sciences de l'Image, de l'Informatique et de la Télédétection, CNRS, Université Louis Pasteur, Illkirch, France, 2001.
  74. Korczak, J., Lipinski, P., "Evolution Strategies: Principles & Prototypes", Research Report 2001/05, Laboratoire des Sciences de l'Image, de l'Informatique et de la Télédétection, CNRS, Université Louis Pasteur, Illkirch, France, 2001.


others

  1. Lipinski, P., Korczak, J., "Architectural Issues of Evolutionary Learning Agents in Real-Time Stock Trading System", [in] AgentLink Meeting, European Inter-Network SIG on Agents that Learn, Adapt & Discover, ALAD SIG, Barcelone, Spain, 2003.
  2. Lipinski, P., "Agents intelligents : découverte d’expertise boursičre ŕ partir de séries boursičres en temps réel", [in] Journée Posters, Ecole Doctorale des Sciences Pour l’Ingénieur, Université Louis Pasteur, Strasbourg, France, 2002.
  3. Korczak, J., Kustner, P., Lipinski, P., "Systčmes d’aide ŕ la décision boursičre", [in] Conférence Francophone d’Apprentissage, CAp'2002, posters session, Orléans, France, 2002.
  4. Korczak, J., Kustner, P., Lipinski, P., "Expertise boursičre en temps réel : le systčme Bourse-Experts", [in] Conférence Francophone d’Apprentissage, CAp'2002, posters session, Orléans, France, 2002.