Publikacje

Książki

• Robert Bembenik, Łukasz Skonieczny, Grzegorz Protaziuk, Marzena Kryszkiewicz, Henryk Rybiński (Eds.) Intelligent Methods and Big Data in Industrial Applications, Springer, 2018
• Robert Bembenik, Łukasz Skonieczny, Henryk Rybiński, Marzena Kryszkiewicz, Marek Niezgódka (Eds.) Intelligent Tools for Building a Scientific Information Platform: From Research to Implementation, Springer, 2014
• Robert Bembenik, Łukasz Skonieczny, Henryk Rybiński, Marzena Kryszkiewicz, Marek Niezgódka (Eds.) Intelligent Tools for Building a Scientific Information Platform: Advanced Architectures and Solutions, Springer, 2013
• Robert Bembenik, Łukasz Skonieczny, Henryk Rybiński, Marek Niezgódka (Eds.) Intelligent Tools for Building a Scientific Information Platform, Springer, 2012

Artykuły

2023

• Maciąg, P., Bembenik, R., & Dubrawski, A. (2023). Discovery of crime event sequences with constricted spatio-temporal sequential patterns. Journal of Big Data, 10, 1–36. https://doi.org/10.1186/s40537-023-00780-x
• Maciąg, P., Bembenik, R., Piekarzewicz, A., Del Ser, J., Lobo, J. L., & Kasabov, N. (2023). Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks. Environmental Modelling & Software, 170, 1–18. https://doi.org/10.1016/j.envsoft.2023.105851

2021

• Piotr Maciąg, Marzena Kryszkiewicz, Robert Bembenik, Jesus L. Lobo, Javier Del Ser Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks, Neural Networks, 2021;139:118–139. (Neural Networks).

2020

• Robert Bembenik and Krzysztof Falcman BLE Indoor Positioning System Using RSSI-based Trilateration, Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, vol. 11, no. 3, pp. 50–69, 2020
• Piotr Maciąg, Marzena Kryszkiewicz, Robert Bembenik Online Evolving Spiking Neural Networks for Incremental Air Pollution Prediction, In 2020 International Joint Conference on Neural Networks (IJCNN), 2020, pp. 1–8.

2019

• Maciąg Piotr, Kasabov Nikola, Kryszkiewicz Marzena, Bembenik Robert Air pollution prediction with clustering-based ensemble of evolving spiking neural networks and a case study for London area, In: Environmental Modelling & Software, vol. 118, 2019, ss. 262-280, DOI:10.1016/j.envsoft.2019.04.012
• Maciąg Piotr, Bembenik Robert A Novel Breadth-first Strategy Algorithm for Discovering Sequential Patterns from Spatio-temporal Data, In: Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods / De Marsico, Maria, Sanniti di Baja Gabriella , Fred Ana (red.), 2019, SciTePress, ISBN 978-989-758-351-3, ss. 459-466, DOI:10.5220/0007355804590466
• Maciąg Piotr, Kryszkiewicz Marzena, Bembenik Robert Discovery of closed spatio-temporal sequential patterns from event data, Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Budapest, Hungary, KES 2019, Sept. 4-6 2019 ([PROCS_36699], w trakcie publikacji w Procedia Computer Science, Elsevier)

2018

• Grzegorz Protaziuk, Robert Piątkowski, and Robert Bembenik Modelling OpenStreetMap Data for Determination of the Fastest Route Under Varying Driving Conditions , In Intelligent Methods and Big Data in Industrial Applications, Springer, 2018.

2017

• Robert Bembenik, Jacek Szwaj, and Grzegorz Protaziuk OptiLocator: Discovering Optimum Location for a Business Using Spatial Co-location Mining and Spatio-Temporal Data , International Symposium on Methodologies for Intelligent Systems. Springer, Cham, 2017.
• Robert Bembenik, Wiktor Jóźwicki, and Grzegorz Protaziuk Methods for Mining Co–Location Patterns with Extended Spatial Objects, International Journal of Applied Mathematics and Computer Science, 2017, Vol. 27, No. 4
• Robert Bembenik, Anna Przybylska, Aneta Świercz and Jacek Zadrożny ICT Solutions for Voice Moderated Debates, ICT for Dialogue and Inclusive Decision-Making, Peter Lang GmbH, Berlin 2017

2016

• Robert Bembenik, Piotr Andruszkiewicz Towards Automatic Argument Extraction and Visualization in a Deliberative Model of Online Consultations for Local Governments, In J. Pokorný et al. (Eds.): ADBIS 2016, LNCS 9809, 2016
• Grzegorz Protaziuk, Marcin Kaczyński, Robert Bembenik Automatic Translation of Multi-Word Labels, In Ryżko, D., Gawrysiak, P., Kryszkiewicz, M., & Rybiński, H. Machine Intelligence and Big Data in Industry, 2016

2015

• Grzegorz Protaziuk, Jacek Lewandowski, Robert Bembenik SAUText - a system for analysis of unstructured textual data, Journal of Intelligent Information Systems, 2015

2014

• Robert Bembenik, Aneta Ruszczyk, Grzegorz Protaziuk Discovering Collocation Rules and Spatial Association Rules in Spatial Data with Extended Objects Using Delaunay Diagrams, In Marzena Kryszkiewicz, Chris Cornelis, Davide Ciucci, Jesús Medina-Moreno, Hiroshi Motoda, Zbigniew W. Ras (Eds.): Rough Sets and Intelligent Systems Paradigms - Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014, Springer Lecture Notes in Computer Science, 2014
• Grzegorz Protaziuk, Jacek Lewandowski, Robert Bembenik SAUText - A System for Analysis of Unstructured Textual Data, In Troels Andreasen, Henning Christiansen, Juan Carlos Cubero Talavera, Zbigniew W. Ras (Eds.): Foundations of Intelligent Systems - 21st International Symposium, ISMIS 2014, Roskilde, Denmark, June 25-27, 2014, Springer Lecture Notes in Computer Science, 2014

2013

• Anna Wróblewska, Teresa Podsiadły-Marczykowska, Robert Bembenik, Henryk Rybiński, Grzegorz Protaziuk SYNAT System Ontology: Design Patterns Applied to Modeling of Scientific Community, PreliminaryModel Evaluation, In Robert Bembenik, Łukasz Skonieczny, Henryk Rybiński, Marzena Kryszkiewicz, Marek Niezgódka (Eds.) Intelligent Tools for Building a Scientific Information Platform: Advanced Architectures and Solutions, Springer, 2013
• Anna Wróblewska, Grzegorz Protaziuk, Robert Bembenik, Teresa Podsiadły-Marczykowska Associations between Texts and Ontology, In Robert Bembenik, Łukasz Skonieczny, Henryk Rybiński, Marzena Kryszkiewicz, Marek Niezgódka (Eds.) Intelligent Tools for Building a Scientific Information Platform: Advanced Architectures and Solutions, Springer, 2013

2012

• Grzegorz Protaziuk, Anna Wróblewska, Robert Bembenik, Henryk Rybiński, Teresa Podsiadly-Marczykowska Lexical Ontology Layer - A Bridge between Text and Concepts, Proceedings of ISMIS 2012, Macau, China, Lecture Notes in Computer Science 7661, Springer 2012
• Anna Wróblewska, Grzegorz Protaziuk, Robert Bembenik, Teresa Podsiadły-Marczykowska LEXO: A LEXICAL LAYER FOR ONTOLOGIES – DESIGN AND BUILDING SCENARIOS, Studia Informatica 2012, Vol 3
• Anna Wróblewska, Teresa Podsiadły-Marczykowska, Robert Bembenik, Grzegorz Protaziuk and Henryk Rybiński Methods and Tools for Ontology Building, Learning and Integration – Application in the SYNAT Project, In Robert Bembenik, Łukasz Skonieczny, Henryk Rybiński, Marek Niezgódka (Eds.) Intelligent Tools for Building a Scientific Information Platform, Springer, 2012

2011

• R. Bembenik, M. Byczuk Mobile application prototype for public transportation trip planning, Metody Informatyki Stosowanej, nr 3/2011 (28), s. 19-30, 2011

2009

• R. Bembenik, H. Rybiński FARICS: a method of mining spatial association rules and collocations using clustering and Delaunay diagrams, Journal of Intelligent Information Systems, Springer Netherlands, 2009

2006

• R. Bembenik, H. Rybiński Mining spatial association rules with no distance parameter, Proc. of IIS:IIP WM 2006, Ustroń, Springer Verlag, 2006

2004

• R. Bembenik, G. Protaziuk Mining spatial association rules, In Proc. of IIS:IIP WM 2004, pp. 3-12, Zakopane, Springer Verlag, 2004

2003

• R. Bembenik, G. Protaziuk Odkrywanie przestrzennych reguł asocjacyjnych, Konferencja MSK, Kraków 2003
• J. Różański, R. Bembenik Analytical CRM in telecommunications, ITIS Nr 5, Częstochowa, 2003
• M. Gołębski, R. Bembenik, M. Chrabąszcz Metody grupowania dokumentów tekstowych, ITIS Nr 4, Częstochowa 2003
• R. Bembenik, M. Chrabąszcz, M. Gołębski Application of knowledge discovery methods to user profiling, Archiwum Informatyki Teorerycznej i Stosowanej, Tom 15 (2003), z. 4, pp. 343-357, 2003

2002

• M. Chrabąszcz, M. Gołębski, R. Bembenik Metody klasyfikacji dokumentów tekstowych, ITIS Nr 3, Częstochowa 2002
• R. Bembenik, B. Jędrzejec Technologia hurtowni danych, transformacja i integracja danych w systemach sieciowych, Multimedialne i Sieciowe Systemy Informacyjne, Wrocław 2002