| 2026 | Networking | Towards Explainable Multimodal Analytics for 5G+ Network Monitoring and Management: Methods, Architecture, and Preliminary Results. | Michal Blaszczak, Aleksandra Knapinska, Ireneusz Jablonski, Krzysztof Walkowiak |
| 2025 | Networking | Explaining Aggregated Network Traffic Predictors. | Aleksandra Knapinska, Krzysztof Walkowiak |
| 2024 | CNSM | Impact of Time-Varying Traffic Type on the Performance of Multilayer Networks. | Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak |
| 2024 | Networking | XAI-Guided Optimization of a Multilayer Network Regression Model. | Katarzyna Duszynska, Pawel Polski, Michal Wlosek, Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak |
| 2023 | GECCO | Incremental Recursive Ranking Grouping - A Decomposition Strategy for Additively and Nonadditively Separable Problems. | Marcin Michal Komarnicki, Michal Witold Przewozniczek, Halina Kwasnicka, Krzysztof Walkowiak |
| 2023 | GLOBECOM | Agnostic Prediction of Multiple Types of Time-Varying Traffic in Optical Networks. | Aleksandra Knapinska, Piotr Lechowicz, Salvatore Spadaro, Krzysztof Walkowiak |
| 2022 | GLOBECOM | Prediction of Multiple Types of Traffic with a Novel Evaluation Metric Related to Bandwidth Blocking. | Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak |
| 2022 | SOFTCOM | Method of 5G TDD Midhaul Multiplexing Gain Estimation based on System-Level Traffic Measurements. | Dominik Dulas, Katarzyna Maraj-Zygmat, Krzysztof Walkowiak |
| 2021 | ICCCN | Comparison of Various Sharing Approaches in Survivable Translucent Optical Networks. | Krzysztof Walkowiak, Rza Goscien, Piotr Lechowicz, Adam Wlodarczyk |
| 2021 | ICCS | Machine-Learning Based Prediction of Multiple Types of Network Traffic. | Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak |
| 2020 | ICCS | Pattern Recognition Model to Aid the Optimization of Dynamic Spectrally-Spatially Flexible Optical Networks. | Pawel Ksieniewicz, Rza Goscien, Miroslaw Klinkowski, Krzysztof Walkowiak |
| 2018 | GLOBECOM | Transceiver Sharing in Survivable Spectrally-Spatially Flexible Optical Networks. | Krzysztof Walkowiak, Piotr Lechowicz, Miroslaw Klinkowski |
| 2017 | ACIIDS | The Effectiveness of the Simplicity in Evolutionary Computation. | Michal Witold Przewozniczek, Krzysztof Walkowiak, Michal Aibin |
| 2017 | ICIN | Dynamic overlay multicasting for deadline-driven requests provisioning in elastic optical networks. | Wojciech Kmiecik, Krzysztof Walkowiak |
| 2016 | HAIS | Active Learning Classifier for Streaming Data. | Michal Wozniak, Boguslaw Cyganek, Andrzej Kasprzak, Pawel Ksieniewicz, Krzysztof Walkowiak |
| 2016 | ICCS | Active Learning Classification of Drifted Streaming Data. | Michal Wozniak, Pawel Ksieniewicz, Boguslaw Cyganek, Andrzej Kasprzak, Krzysztof Walkowiak |
| 2015 | ACIIDS | Static Classifier Selection with Interval Weights of Base Classifiers. | Robert Burduk, Krzysztof Walkowiak |
| 2015 | IDEAL | A Simulated Annealing Heuristic for a Branch and Price-Based Routing and Spectrum Allocation Algorithm in Elastic Optical Networks. | Miroslaw Klinkowski, Krzysztof Walkowiak |
| 2015 | IDEAL | Simulated Annealing Algorithm for Minimization of Bandwidth Fragmentation in Elastic Optical Networks with Multicast and Unicast Flows. | Piotr Nagly, Krzysztof Walkowiak |
| 2014 | HPSR | Dynamic routing of anycast and unicast traffic in elastic optical networks with various modulation formats - Trade-off between blocking probability and network cost. | Michal Aibin, Krzysztof Walkowiak |
| 2012 | HPSC | Optimization Issues in Distributed Computing Systems Design. | Krzysztof Walkowiak, Jacek Rak |
| 2012 | ICCSA | Scheduling and Capacity Design in Overlay Computing Systems. | Krzysztof Walkowiak, Andrzej Kasprzak, Michal Kosowski, Marek Miziolek |
| 2012 | ICCSA | 1+1 Protection of Overlay Distributed Computing Systems: Modeling and Optimization. | Krzysztof Walkowiak, Jacek Rak |
| 2011 | HAIS | An Improved Annealing Algorithm for Throughput Maximization in Static Overlay-Based Multicast Systems. | Michal Kucharzak, Krzysztof Walkowiak |
| 2011 | HAIS | Evolutionary Algorithm for P2P Multicasting Network Design Problem. | Michal Wisniewski, Krzysztof Walkowiak |
| 2011 | ICCSA | Decentralized Distributed Computing System for Privacy-Preserving Combined Classifiers - Modeling and Optimization. | Krzysztof Walkowiak, Szymon Sztajer, Michal Wozniak |
| 2010 | NOMS | Dimensioning of overlay networks for P2P multicasting. | Krzysztof Walkowiak |
| 2009 | IDEAL | Modeling of Network Computing Systems for Decision Tree Induction Tasks. | Krzysztof Walkowiak, Michal Wozniak |
| 2008 | ICCSA | A Flow Deviation Algorithm for Joint Optimization of Unicast and Anycast Flows in Connection-Oriented Networks. | Krzysztof Walkowiak |
| 2008 | ICDCIT | Heuristic Algorithm for Optimization of P2P-Based Public-Resource Computing Systems. | Grzegorz Chmaj, Krzysztof Walkowiak |
| 2007 | ICCSA | Quasi-hierarchical Evolutionary Algorithm for Flow Optimization in Survivable MPLS Networks. | Michal Przewozniczek, Krzysztof Walkowiak |
| 2007 | ICCSA | Branch-and-Bound Algorithm for Anycast Flow Assignment in Connection-Oriented Networks. | Krzysztof Walkowiak |
| 2006 | ICCS | Unsplittable Anycast Flow Problem: Formulation and Algorithms. | Krzysztof Walkowiak |
| 2006 | ICCS | Lagrangean Heuristic for Anycast Flow Assignment in Connection-Oriented Networks. | Krzysztof Walkowiak |
| 2006 | ICCSA | New Algorithms for the Unsplittable Flow Problem. | Krzysztof Walkowiak |
| 2006 | ISCC | Adjacent 2-Route Flow Approach for Restorable Dynamic Routing in MPLS Networks. | Krzysztof Walkowiak |
| 2005 | ICCS | Heuristic Algorithm for Anycast Flow Assignment in Connection-Oriented Networks. | Krzysztof Walkowiak |
| 2005 | ICCSA | Evolutionary Algorithm for Congestion Problem in Connection-Oriented Networks. | Michal Przewozniczek, Krzysztof Walkowiak |
| 2005 | Networking | QoS Dynamic Routing in Content Delivery Networks. | Krzysztof Walkowiak |
| 2004 | ICAISC | On Application of Ant Algorithms to Non-bifurcated Multicommodity Flow Problem. | Krzysztof Walkowiak |
| 2004 | Networking | A New Method of Primary Routes Selection for Local Restoration. | Krzysztof Walkowiak |
| 2003 | ICCS | A New Approach to Survivability of Connection Oriented Networks. | Krzysztof Walkowiak |