Robert Bembenik

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 14

Top Topics

Event Sequences

Sequential Patterns

Spiking Neural Networks

Top Venues

Environ. Model. Softw.

Publications

Piotr S. Maciag, Robert Bembenik, Aleksandra Piekarzewicz, Javier Del Ser, Jesus L. Lobo, Nikola K. Kasabov
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks. Environ. Model. Softw. 170 (2023)
Piotr S. Maciag, Robert Bembenik, Artur Dubrawski
Discovery of crime event sequences with constricted spatio-temporal sequential patterns. J. Big Data 10 (1) (2023)
Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik, Jesus L. Lobo, Javier Del Ser
Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks. Neural Networks 139 (2021)
Piotr S. Maciag, Robert Bembenik, Artur Dubrawski
Discovery of Crime Event Sequences with Constricted Spatio-Temporal Sequential Patterns. CoRR (2021)
Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik
Online Evolving Spiking Neural Networks for Incremental Air Pollution Prediction. IJCNN (2020)
Robert Bembenik, Krzysztof Falcman
BLE Indoor Positioning System Using RSSI-based Trilateration. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 11 (3) (2020)
Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik
Discovery of closed spatio-temporal sequential patterns from event data. KES (2019)
Piotr S. Maciag, Robert Bembenik
A Novel Breadth-first Strategy Algorithm for Discovering Sequential Patterns from Spatio-temporal Data. ICPRAM (2019)
Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik, Jesus L. Lobo, Javier Del Ser
Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks. CoRR (2019)
Piotr S. Maciag, Nikola K. Kasabov, Marzena Kryszkiewicz, Robert Bembenik
Air pollution prediction with clustering-based ensemble of evolving spiking neural networks and a case study for London area. Environ. Model. Softw. 118 (2019)
Robert Bembenik, Wiktor Józwicki, Grzegorz Protaziuk
Methods for mining co-location patterns with extended spatial objects. Int. J. Appl. Math. Comput. Sci. 27 (4) (2017)
Robert Bembenik, Jacek Szwaj, Grzegorz Protaziuk
OptiLocator: Discovering Optimum Location for a Business Using Spatial Co-location Mining and Spatio-Temporal Data. ISMIS (2017)
Robert Bembenik, Piotr Andruszkiewicz
Towards Automatic Argument Extraction and Visualization in a Deliberative Model of Online Consultations for Local Governments. ADBIS (2016)
Grzegorz Protaziuk, Jacek Lewandowski, Robert Bembenik
SAUText - a system for analysis of unstructured textual data. J. Intell. Inf. Syst. 46 (2) (2016)
Grzegorz Protaziuk, Jacek Lewandowski, Robert Bembenik
SAUText - A System for Analysis of Unstructured Textual Data. ISMIS (2014)
Robert Bembenik, Aneta Ruszczyk, Grzegorz Protaziuk
Discovering Collocation Rules and Spatial Association Rules in Spatial Data with Extended Objects Using Delaunay Diagrams. RSEISP (2014)
Grzegorz Protaziuk, Anna Wróblewska, Robert Bembenik, Henryk Rybinski, Teresa Podsiadly-Marczykowska
Lexical Ontology Layer - A Bridge between Text and Concepts. ISMIS (2012)
Robert Bembenik, Henryk Rybinski
FARICS: a method of mining spatial association rules and collocations using clustering and Delaunay diagrams. J. Intell. Inf. Syst. 33 (1) (2009)
Robert Bembenik, Henryk Rybinski
Mining Spatial Association Rules with No Distance Parameter. Intelligent Information Systems (2006)
Robert Bembenik, Grzegorz Protaziuk
Mining Spatial Association Rules. Intelligent Information Systems (2004)