Bartlomiej Sniezynski

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 40

Top Topics

Decision Support System

Cloud Computing

Top Venues

Comput. Informatics

Publications

Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Nathalie Japkowicz
Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights. IEEE Access 12 (2024)
Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Radoslaw Lazarz, Krzysztof Jaskowiec
Prediction of Casting Mechanical Parameters Based on Direct Microstructure Image Analysis Using Deep Neural Network and Graphite Forms Classification. ICCS (5) (2023)
Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Nathalie Japkowicz
Lifelong Learning for Anomaly Detection: New Challenges, Perspectives, and Insights. CoRR (2023)
Marcin Pietron, Dominik Zurek, Bartlomiej Sniezynski
Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction. J. Comput. Sci. 67 (2023)
Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Nathalie Japkowicz
VLAD: Task-agnostic VAE-based lifelong anomaly detection. Neural Networks 165 (2023)
Kamil Faber, Bartlomiej Sniezynski, Roberto Corizzo
Distributed Continual Intrusion Detection: A Collaborative Replay Framework. BigData (2023)
Arkadiusz Pajor, Jakub Zolnierek, Bartlomiej Sniezynski, Arkadiusz Sitek
Effect of Feature Discretization on Classification Performance of Explainable Scoring-Based Machine Learning Model. ICCS (3) (2022)
Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Nathalie Japkowicz
Active Lifelong Anomaly Detection with Experience Replay. DSAA (2022)
Piotr Nawrocki, Jakub Pajor, Bartlomiej Sniezynski, Joanna Kolodziej
Modeling adaptive security-aware task allocation in mobile cloud computing. Simul. Model. Pract. Theory 116 (2022)
Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Michael Baron, Nathalie Japkowicz
WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data. CoRR (2022)
Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Michael Baron, Nathalie Japkowicz
LIFEWATCH: Lifelong Wasserstein Change Point Detection. IJCNN (2022)
Piotr Nawrocki, Mikolaj Grzywacz, Bartlomiej Sniezynski
Adaptive resource planning for cloud-based services using machine learning. J. Parallel Distributed Comput. 152 (2021)
Jan Garus, Mateusz Pabian, Marcin Wisniewski, Bartlomiej Sniezynski
Electrocardiogram Quality Assessment with Autoencoder. ICCS (3) (2021)
Piotr Nawrocki, Jakub Pajor, Bartlomiej Sniezynski, Joanna Kolodziej
Security-aware job allocation in mobile cloud computing. CCGRID (2021)
Piotr Nawrocki, Dominik Radziszowski, Bartlomiej Sniezynski
Heterogeneous Information Access System with a Natural Language Interface in the Context of Organization of Events. ACIIDS (Companion) (2021)
Piotr Nawrocki, Bartlomiej Sniezynski, Joanna Kolodziej, Pawel Szynkiewicz
Adaptive context-aware service optimization in mobile cloud computing accounting for security aspects. Concurr. Comput. Pract. Exp. 33 (18) (2021)
Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Michael Baron, Nathalie Japkowicz
WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data. IEEE BigData (2021)
Kamil Faber, Lukasz Faber, Bartlomiej Sniezynski
Autoencoder-based IDS for cloud and mobile devices. CCGRID (2021)
Roman Debski, Bartlomiej Sniezynski
Pruned Simulation-Based Optimal Sailboat Path Search Using Micro HPC Systems. ICCS (4) (2021)
Mateusz Jarosz, Piotr Nawrocki, Bartlomiej Sniezynski, Bipin Indurkhya
Multi-Platform Intelligent System for Multimodal Human-Computer Interaction. Comput. Informatics 40 (1) (2021)
Piotr Nawrocki, Krzysztof Wrona, Mateusz Marczak, Bartlomiej Sniezynski
A Comparison of Native and Cross-Platform Frameworks for Mobile Applications. Computer 54 (3) (2021)
Piotr Nawrocki, Bartlomiej Sniezynski, Joanna Kolodziej, Pawel Szynkiewicz
Adaptive context-aware energy optimization for services on mobile devices with use of machine learning considering security aspects. CCGRID (2020)
Piotr Nawrocki, Bartlomiej Sniezynski
Adaptive Context-Aware Energy Optimization for Services on Mobile Devices with Use of Machine Learning. Wirel. Pers. Commun. 115 (3) (2020)
Jaroslaw Kozlak, Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Albert Lesniak, Krzysztof Jaskowiec
Multi-agent Environment for Decision-Support in Production Systems Using Machine Learning Methods. ICCS (2) (2019)
Pawel Gajewski, Paulo Abelha Ferreira, Georg Bartels, Chaozheng Wang, Frank Guerin, Bipin Indurkhya, Michael Beetz, Bartlomiej Sniezynski
Adapting Everyday Manipulation Skills to Varied Scenarios. ICRA (2019)
Piotr Nawrocki, Bartlomiej Sniezynski, H. Slojewski
Adaptable mobile cloud computing environment with code transfer based on machine learning. Pervasive Mob. Comput. 57 (2019)
Bartlomiej Sniezynski, Piotr Nawrocki, Michal Wilk, Marcin Jarzab, Krzysztof Zielinski
VM Reservation Plan Adaptation Using Machine Learning in Cloud Computing. J. Grid Comput. 17 (4) (2019)
Piotr Nawrocki, Bartlomiej Sniezynski, Jakub Kolodziej
Agent-Based System for Mobile Service Adaptation Using Online Machine Learning and Mobile Cloud Computing Paradigm. Comput. Informatics 38 (4) (2019)
Paulina Zguda, Bartlomiej Sniezynski, Bipin Indurkhya, Anna Kolota, Mateusz Jarosz, Filip Sondej, Takamune Izui, Maria Dziok, Anna Belowska, Wojciech Jedras, Gentiane Venture
On the Role of Trust in Child-Robot Interaction. RO-MAN (2019)
Mateusz Jarosz, Piotr Nawrocki, Leszek Placzkiewicz, Bartlomiej Sniezynski, Marcin Zieinski, Bipin Indurkhya
Detecting Gaze Direction Using Robot-Mounted and Mobile-Device Cameras. Comput. Sci. 20 (4) (2019)
Pawel Gajewski, Paulo Abelha Ferreira, Georg Bartels, Chaozheng Wang, Frank Guerin, Bipin Indurkhya, Michael Beetz, Bartlomiej Sniezynski
Adapting Everyday Manipulation Skills to Varied Scenarios. CoRR (2018)
Lukasz Szymanski, Bartlomiej Sniezynski, Bipin Indurkhya
A multi-agent blackboard architecture for supporting legal decision-making. Comput. Sci. 19 (4) (2018)
Jaroslaw Kozlak, Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Stanislawa Kluska-Nawarecka, Krzysztof Jaskowiec, Malgorzata Zabinska
Agent-Based Decision-Information System Supporting Effective Resource Management of Companies. ICCCI (1) (2018)
Piotr Nawrocki, Bartlomiej Sniezynski
Adaptive Service Management in Mobile Cloud Computing by Means of Supervised and Reinforcement Learning. J. Netw. Syst. Manag. 26 (1) (2018)
Bartlomiej Sniezynski, Grzegorz Legien, Dorota Wilk-Kolodziejczyk, Stanislawa Kluska-Nawarecka, Edward Nawarecki, Krzysztof Jaskowiec
Creative Expert System: Comparison of Proof Searching Strategies. ACIIDS (1) (2017)
Dorota Wilk-Kolodziejczyk, Krzysztof Jaskowiec, Grzegorz Legien, Bartlomiej Sniezynski
The decision support system based on logic of plausible reasoning. ICACI (2017)
Piotr Nawrocki, Bartlomiej Sniezynski
Autonomous Context-Based Service Optimization in Mobile Cloud Computing. J. Grid Comput. 15 (3) (2017)
Grzegorz Legien, Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Stanislawa Kluska-Nawarecka, Edward Nawarecki, Krzysztof Jaskowiec
Agent-based Decision Support System for Technology Recommendation. ICCS (2017)
Piotr Nawrocki, Bartlomiej Sniezynski, Jakub Czyzewski
Learning Agent for a Service-Oriented Context-Aware Recommender System in Heterogeneous Environment. Comput. Informatics 35 (5) (2016)
Bartlomiej Sniezynski, Grzegorz Legien, Dorota Wilk-Kolodziejczyk, Stanislawa Kluska-Nawarecka, Edward Nawarecki, Krzysztof Jaskowiec
Creative Expert System: Result of Inference and Machine Learning Integration. DEXA (1) (2016)
Mateusz Krzyszton, Bartlomiej Sniezynski
Combining Machine Learning and Multi-agent Approach for Controlling Traffic at Intersections. ICCCI (1) (2015)
Grzegorz Legien, Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Stanislawa Kluska-Nawarecka, Edward Nawarecki, Krzysztof Jaskowiec
Expert System with Web Interface Based on Logic of Plausible Reasoning. DEXA (2) (2015)
Bartlomiej Sniezynski
A Strategy Learning Model for Autonomous Agents Based on Classification. Int. J. Appl. Math. Comput. Sci. 25 (3) (2015)
Bartlomiej Sniezynski
Agent-based Adaptation System for Service-oriented Architectures Using Supervised Learning. ICCS (2014)
Pawel Stobiecki, Bartlomiej Sniezynski
Training Example Generation Method for Supervised Learning Agents in Sequential Scenarios. KES (2014)
Bartlomiej Sniezynski
Agent Strategy Generation by Rule Induction. Comput. Informatics 32 (5) (2013)
Lukasz Beben, Bartlomiej Sniezynski
Multiagent System for Pattern Searching in Billing Data. MCSS (2013)
Bartlomiej Sniezynski, Jacek Dajda
Comparison of strategy learning methods in Farmer-Pest problem for various complexity environments without delays. J. Comput. Sci. 4 (3) (2013)
Bartlomiej Sniezynski
Comparison of Reinforcement and Supervised Learning Methods in Farmer-Pest Problem with Delayed Rewards. ICCCI (2013)
Bartlomiej Sniezynski, Jaroslaw Kozlak
Agent-Based System with Learning Capabilities for Transport Problems. ICCCI (2) (2011)
Arkadiusz Swierczek, Roman Debski, Piotr Wlodek, Bartlomiej Sniezynski
Integrating Applications Developed for Heterogeneous Platforms: Building an Environment for Criminal Analysts. MCSS (2011)
Bartlomiej Sniezynski, Jacek Dajda, Marcin Mlostek, Michal Pulchny
International Conference on Computational Science, ICCS 2011 Farmer-Pest Problem: A Multidimensional Problem Domain for Comparison of Agent Learning Methods. ICCS (2011)
Bartlomiej Sniezynski, Tomasz Lukasik, Marek Mierzwa
B2R: An Algorithm for Converting Bayesian Networks to Sets of Rules. DEXA (2) (2010)
Bartlomiej Sniezynski, Wojciech Wójcik, Jan D. Gehrke, Janusz Wojtusiak
Combining Rule Induction and Reinforcement Learning: An Agent-based Vehicle Routing. ICMLA (2010)
Bartlomiej Sniezynski
Agent Strategy Generation by Rule Induction in Predator-Prey Problem. ICCS (2) (2009)
Robert Schaefer, Krzysztof Cetnarowicz, Bojin Zheng, Bartlomiej Sniezynski
Toward the New Generation of Intelligent Distributed Computing Systems. ICCS (2) (2009)
Krzysztof Cetnarowicz, Robert Schaefer, Bojin Zheng, Maciej Paszynski, Bartlomiej Sniezynski
Intelligent Agents and Evolvable Systems. ICCS (3) (2008)
Bartlomiej Sniezynski
An Architecture for Learning Agents. ICCS (3) (2008)
Bartlomiej Sniezynski
Resource Management in a Multi-agent System by Means of Reinforcement Learning and Supervised Rule Learning. International Conference on Computational Science (2) (2007)
Bartlomiej Sniezynski, Jaroslaw Kozlak
Learning in a Multi-agent System as a Mean for Effective Resource Management. International Conference on Computational Science (3) (2006)
Slawomir Bieniasz, Stanislaw Ciszewski, Bartlomiej Sniezynski
Multiagent Simulation of Physical Phenomena by Means of Aspect Programming. International Conference on Computational Science (3) (2006)
Bartlomiej Sniezynski
Converting a Naive Bayes Models with Multi-valued Domains into Sets of Rules. DEXA (2006)
Ryszard S. Michalski, Kenneth A. Kaufman, Jaroslaw Pietrzykowski, Bartlomiej Sniezynski, Janusz Wojtusiak
Learning Symbolic User Models for Intrusion Detection: A Method and Initial Results. Intelligent Information Systems (2006)
Bartlomiej Sniezynski
Converting a Naive Bayes Model into a Set of Rules. Intelligent Information Systems (2006)
Bartlomiej Sniezynski, Jaroslaw Kozlak
Learning in a Multi-agent Approach to a Fish Bank Game. CEEMAS (2005)
Bartlomiej Sniezynski, Robert Szymacha, Ryszard S. Michalski
Knowledge Visualization Using Optimized General Logic Diagrams. Intelligent Information Systems (2005)
Bartlomiej Sniezynski
Recommendation System Using Multistrategy Inference and Learning. AWIC (2005)
Tomasz Szydlo, Bartlomiej Sniezynski, Ryszard S. Michalski
A Rules-to-Trees Conversion in the Inductive Database System VINLEN. Intelligent Information Systems (2005)
Bartlomiej Sniezynski
Proof Searching Algorithm for the Logic of Plausible Reasoning. IIS (2003)
Bartlomiej Sniezynski
Probabilistic Label Algebra for the Logic of Plausible Reasoning. Intelligent Information Systems (2002)
Bartlomiej Sniezynski
Basic Semantics of the Logic of Plausible Reasoning. ISMIS (2002)
Pawel Skrzynski, Michal Turek, Bartlomiej Sniezynski, Marek Kisiel-Dorohinicki
FIPA Compliant Agent-based Decentralized Expert System. Intelligent Information Systems (2002)
Bartlomiej Sniezynski
Verification of the Logic of Plausible Reasoning. Intelligent Information Systems (2001)