Bartlomiej Sniezynski

According to our database, Bartlomiej Sniezynski authored at least 73 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights.

Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Nathalie Japkowicz

IEEE Access, 2024

2023

VLAD: Task-agnostic VAE-based lifelong anomaly detection.

Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Nathalie Japkowicz

Neural Networks, August, 2023

Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction.

Marcin Pietron, Dominik Zurek, Bartlomiej Sniezynski

J. Comput. Sci., March, 2023

Lifelong Learning for Anomaly Detection: New Challenges, Perspectives, and Insights.

Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Nathalie Japkowicz

CoRR, 2023

Prediction of Casting Mechanical Parameters Based on Direct Microstructure Image Analysis Using Deep Neural Network and Graphite Forms Classification.

Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Radoslaw Lazarz, Krzysztof Jaskowiec

Proceedings of the Computational Science - ICCS 2023, 2023

Distributed Continual Intrusion Detection: A Collaborative Replay Framework.

Kamil Faber, Bartlomiej Sniezynski, Roberto Corizzo

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Modeling adaptive security-aware task allocation in mobile cloud computing.

Piotr Nawrocki, Jakub Pajor, Bartlomiej Sniezynski, Joanna Kolodziej

Simul. Model. Pract. Theory, 2022

LIFEWATCH: Lifelong Wasserstein Change Point Detection.

Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Michael Baron, Nathalie Japkowicz

Proceedings of the International Joint Conference on Neural Networks, 2022

Effect of Feature Discretization on Classification Performance of Explainable Scoring-Based Machine Learning Model.

Arkadiusz Pajor, Jakub Zolnierek, Bartlomiej Sniezynski, Arkadiusz Sitek

Proceedings of the Computational Science - ICCS 2022, 2022

Active Lifelong Anomaly Detection with Experience Replay.

Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Nathalie Japkowicz

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021

Adaptive resource planning for cloud-based services using machine learning.

Piotr Nawrocki, Mikolaj Grzywacz, Bartlomiej Sniezynski

J. Parallel Distributed Comput., 2021

Adaptive context-aware service optimization in mobile cloud computing accounting for security aspects.

Piotr Nawrocki, Bartlomiej Sniezynski, Joanna Kolodziej, Pawel Szynkiewicz

Concurr. Comput. Pract. Exp., 2021

A Comparison of Native and Cross-Platform Frameworks for Mobile Applications.

Piotr Nawrocki, Krzysztof Wrona, Mateusz Marczak, Bartlomiej Sniezynski

Computer, 2021

Multi-Platform Intelligent System for Multimodal Human-Computer Interaction.

Mateusz Jarosz, Piotr Nawrocki, Bartlomiej Sniezynski, Bipin Indurkhya

Comput. Informatics, 2021

Electrocardiogram Quality Assessment with Autoencoder.

Jan Garus, Mateusz Pabian, Marcin Wisniewski, Bartlomiej Sniezynski

Proceedings of the Computational Science - ICCS 2021, 2021

Pruned Simulation-Based Optimal Sailboat Path Search Using Micro HPC Systems.

Roman Debski, Bartlomiej Sniezynski

Proceedings of the Computational Science - ICCS 2021, 2021

Security-aware job allocation in mobile cloud computing.

Piotr Nawrocki, Jakub Pajor, Bartlomiej Sniezynski, Joanna Kolodziej

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

Autoencoder-based IDS for cloud and mobile devices.

Kamil Faber, Lukasz Faber, Bartlomiej Sniezynski

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data.

Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Michael Baron, Nathalie Japkowicz

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Heterogeneous Information Access System with a Natural Language Interface in the Context of Organization of Events.

Piotr Nawrocki, Dominik Radziszowski, Bartlomiej Sniezynski

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2021

2020

Adaptive Context-Aware Energy Optimization for Services on Mobile Devices with Use of Machine Learning.

Piotr Nawrocki, Bartlomiej Sniezynski

Wirel. Pers. Commun., 2020

Adaptive context-aware energy optimization for services on mobile devices with use of machine learning considering security aspects.

Piotr Nawrocki, Bartlomiej Sniezynski, Joanna Kolodziej, Pawel Szynkiewicz

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019

Adaptable mobile cloud computing environment with code transfer based on machine learning.

Piotr Nawrocki, Bartlomiej Sniezynski, H. Slojewski

Pervasive Mob. Comput., 2019

VM Reservation Plan Adaptation Using Machine Learning in Cloud Computing.

Bartlomiej Sniezynski, Piotr Nawrocki, Michal Wilk, Marcin Jarzab, Krzysztof Zielinski

J. Grid Comput., 2019

Agent-Based System for Mobile Service Adaptation Using Online Machine Learning and Mobile Cloud Computing Paradigm.

Piotr Nawrocki, Bartlomiej Sniezynski, Jakub Kolodziej

Comput. Informatics, 2019

Detecting Gaze Direction Using Robot-Mounted and Mobile-Device Cameras.

Mateusz Jarosz, Piotr Nawrocki, Leszek Placzkiewicz, Bartlomiej Sniezynski, Marcin Zieinski, Bipin Indurkhya

Comput. Sci., 2019

On the Role of Trust in Child-Robot Interaction.

Paulina Zguda, Bartlomiej Sniezynski, Bipin Indurkhya, Anna Kolota, Mateusz Jarosz, Filip Sondej, Takamune Izui, Maria Dziok, Anna Belowska, Wojciech Jedras, Gentiane Venture

Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019

Adapting Everyday Manipulation Skills to Varied Scenarios.

Pawel Gajewski, Paulo Abelha Ferreira, Georg Bartels, Chaozheng Wang, Frank Guerin, Bipin Indurkhya, Michael Beetz, Bartlomiej Sniezynski

Proceedings of the International Conference on Robotics and Automation, 2019

Multi-agent Environment for Decision-Support in Production Systems Using Machine Learning Methods.

Jaroslaw Kozlak, Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Albert Lesniak, Krzysztof Jaskowiec

Proceedings of the Computational Science - ICCS 2019, 2019

2018

Adaptive Service Management in Mobile Cloud Computing by Means of Supervised and Reinforcement Learning.

Piotr Nawrocki, Bartlomiej Sniezynski

J. Netw. Syst. Manag., 2018

A multi-agent blackboard architecture for supporting legal decision-making.

Lukasz Szymanski, Bartlomiej Sniezynski, Bipin Indurkhya

Comput. Sci., 2018

Agent-Based Decision-Information System Supporting Effective Resource Management of Companies.

Jaroslaw Kozlak, Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Stanislawa Kluska-Nawarecka, Krzysztof Jaskowiec, Malgorzata Zabinska

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

2017

Autonomous Context-Based Service Optimization in Mobile Cloud Computing.

Piotr Nawrocki, Bartlomiej Sniezynski

J. Grid Comput., 2017

Agent-based Decision Support System for Technology Recommendation.

Grzegorz Legien, Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Stanislawa Kluska-Nawarecka, Edward Nawarecki, Krzysztof Jaskowiec

Proceedings of the International Conference on Computational Science, 2017

The decision support system based on logic of plausible reasoning.

Dorota Wilk-Kolodziejczyk, Krzysztof Jaskowiec, Grzegorz Legien, Bartlomiej Sniezynski

Proceedings of the Ninth International Conference on Advanced Computational Intelligence, 2017

Creative Expert System: Comparison of Proof Searching Strategies.

Bartlomiej Sniezynski, Grzegorz Legien, Dorota Wilk-Kolodziejczyk, Stanislawa Kluska-Nawarecka, Edward Nawarecki, Krzysztof Jaskowiec

Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016

Learning Agent for a Service-Oriented Context-Aware Recommender System in Heterogeneous Environment.

Piotr Nawrocki, Bartlomiej Sniezynski, Jakub Czyzewski

Comput. Informatics, 2016

Creative Expert System: Result of Inference and Machine Learning Integration.

Bartlomiej Sniezynski, Grzegorz Legien, Dorota Wilk-Kolodziejczyk, Stanislawa Kluska-Nawarecka, Edward Nawarecki, Krzysztof Jaskowiec

Proceedings of the Database and Expert Systems Applications, 2016

2015

A Strategy Learning Model for Autonomous Agents Based on Classification.

Bartlomiej Sniezynski

Int. J. Appl. Math. Comput. Sci., 2015

Combining Machine Learning and Multi-agent Approach for Controlling Traffic at Intersections.

Mateusz Krzyszton, Bartlomiej Sniezynski

Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Expert System with Web Interface Based on Logic of Plausible Reasoning.

Grzegorz Legien, Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Stanislawa Kluska-Nawarecka, Edward Nawarecki, Krzysztof Jaskowiec

Proceedings of the Database and Expert Systems Applications, 2015

2014

Intelligent Information System Based on Logic of Plausible Reasoning.

Bartlomiej Sniezynski, Stanislawa Kluska-Nawarecka, Edward Nawarecki, Dorota Wilk-Kolodziejczyk

Proceedings of the Issues and Challenges in Artificial Intelligence, 2014

Training Example Generation Method for Supervised Learning Agents in Sequential Scenarios.

Pawel Stobiecki, Bartlomiej Sniezynski

Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

Agent-based Adaptation System for Service-oriented Architectures Using Supervised Learning.

Bartlomiej Sniezynski

Proceedings of the International Conference on Computational Science, 2014

Integration of Inference and Machine Learning as a Tool for Creative Reasoning.

Bartlomiej Marian Sniezynski

Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013

Comparison of strategy learning methods in Farmer-Pest problem for various complexity environments without delays.

Bartlomiej Sniezynski, Jacek Dajda

J. Comput. Sci., 2013

Agent Strategy Generation by Rule Induction.

Bartlomiej Sniezynski

Comput. Informatics, 2013

Multiagent System for Pattern Searching in Billing Data.

Lukasz Beben, Bartlomiej Sniezynski

Proceedings of the Multimedia Communications, Services and Security, 2013

Comparison of Reinforcement and Supervised Learning Methods in Farmer-Pest Problem with Delayed Rewards.

Bartlomiej Sniezynski

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

2011

International Conference on Computational Science, ICCS 2011 Farmer-Pest Problem: A Multidimensional Problem Domain for Comparison of Agent Learning Methods.

Bartlomiej Sniezynski, Jacek Dajda, Marcin Mlostek, Michal Pulchny

Proceedings of the International Conference on Computational Science, 2011

Integrating Applications Developed for Heterogeneous Platforms: Building an Environment for Criminal Analysts.

Arkadiusz Swierczek, Roman Debski, Piotr Wlodek, Bartlomiej Sniezynski

Proceedings of the Multimedia Communications, Services and Security, 2011

Agent-Based System with Learning Capabilities for Transport Problems.

Bartlomiej Sniezynski, Jaroslaw Kozlak

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2010

Combining Rule Induction and Reinforcement Learning: An Agent-based Vehicle Routing.

Bartlomiej Sniezynski, Wojciech Wójcik, Jan D. Gehrke, Janusz Wojtusiak

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

B2R: An Algorithm for Converting Bayesian Networks to Sets of Rules.

Bartlomiej Sniezynski, Tomasz Lukasik, Marek Mierzwa

Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

2009

Agent Strategy Generation by Rule Induction in Predator-Prey Problem.

Bartlomiej Sniezynski

Proceedings of the Computational Science, 2009

Toward the New Generation of Intelligent Distributed Computing Systems.

Robert Schaefer, Krzysztof Cetnarowicz, Bojin Zheng, Bartlomiej Sniezynski

Proceedings of the Computational Science, 2009

2008

An Architecture for Learning Agents.

Bartlomiej Sniezynski

Proceedings of the Computational Science, 2008

Intelligent Agents and Evolvable Systems.

Krzysztof Cetnarowicz, Robert Schaefer, Bojin Zheng, Maciej Paszynski, Bartlomiej Sniezynski

Proceedings of the Computational Science, 2008

2007

Resource Management in a Multi-agent System by Means of Reinforcement Learning and Supervised Rule Learning.

Bartlomiej Sniezynski

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006

Converting a Naive Bayes Model into a Set of Rules.

Bartlomiej Sniezynski

Proceedings of the Intelligent Information Processing and Web Mining, 2006

Learning Symbolic User Models for Intrusion Detection: A Method and Initial Results.

Ryszard S. Michalski, Kenneth A. Kaufman, Jaroslaw Pietrzykowski, Bartlomiej Sniezynski, Janusz Wojtusiak

Proceedings of the Intelligent Information Processing and Web Mining, 2006

Learning in a Multi-agent System as a Mean for Effective Resource Management.

Bartlomiej Sniezynski, Jaroslaw Kozlak

Proceedings of the Computational Science, 2006

Multiagent Simulation of Physical Phenomena by Means of Aspect Programming.

Slawomir Bieniasz, Stanislaw Ciszewski, Bartlomiej Sniezynski

Proceedings of the Computational Science, 2006

Converting a Naive Bayes Models with Multi-valued Domains into Sets of Rules.

Bartlomiej Sniezynski

Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

2005

A Rules-to-Trees Conversion in the Inductive Database System VINLEN.

Tomasz Szydlo, Bartlomiej Sniezynski, Ryszard S. Michalski

Proceedings of the Intelligent Information Processing and Web Mining, 2005

Knowledge Visualization Using Optimized General Logic Diagrams.

Bartlomiej Sniezynski, Robert Szymacha, Ryszard S. Michalski

Proceedings of the Intelligent Information Processing and Web Mining, 2005

Learning in a Multi-agent Approach to a Fish Bank Game.

Bartlomiej Sniezynski, Jaroslaw Kozlak

Proceedings of the Multi-Agent Systems and Applications IV, 2005

Recommendation System Using Multistrategy Inference and Learning.

Bartlomiej Sniezynski

Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

2003

Proof Searching Algorithm for the Logic of Plausible Reasoning.

Bartlomiej Sniezynski

Proceedings of the Intelligent Information Processing and Web Mining, 2003

2002

Basic Semantics of the Logic of Plausible Reasoning.

Bartlomiej Sniezynski

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Probabilistic Label Algebra for the Logic of Plausible Reasoning.

Bartlomiej Sniezynski

Proceedings of the Intelligent Information Systems 2002, 2002

FIPA Compliant Agent-based Decentralized Expert System.

Pawel Skrzynski, Michal Turek, Bartlomiej Sniezynski, Marek Kisiel-Dorohinicki

Proceedings of the Intelligent Information Systems 2002, 2002

2001

Verification of the Logic of Plausible Reasoning.

Bartlomiej Sniezynski

Proceedings of the Intelligent Information Systems 2001, 2001