Random Deterioration Process of Conveyor Belt Evaluated by Statistical Analysis of Core Failures Detected Along Belt Axis and Elapsed Time

Blazej, Ryszard and Jurdziak, Leszek and Kirjanów, Agata and Kozlowski, Tomasz

IOP Conference Series: Earth and Environmental Science, 2017

Dynamic overlay multicasting for deadline-driven requests provisioning in elastic optical networks

Kmiecik, Wojciech and Walkowiak, Krzysztof

2017 20th Conference on Innovations in Clouds, Internet and Networks (ICIN), 2017

Permutation-Based Diversity Measure for Classifier-Chain Approach

Trajdos, Pawel and Kurzynski, Marek

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

Task Allocation in Torus Mesh Networks Using Differential Evolution

Wlodarczyk, Adam and Pozniak-Koszalka, Iwona and Koszalka, Leszek and Kasprzak, Andrzej and Zydek, Dawid

2017 25th International Conference on Systems Engineering (ICSEng), 2017

A column generation technique for routing and spectrum allocation in cloud–ready survivable elastic optical networks

Goścień, Róża and Walkowiak, Krzysztof

International Journal of Applied Mathematics and Computer Science, 2017

Analysis of inter-data center elastic optical network

Aibin, Michal and Walkowiak, Krzysztof

2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

Influence of modulation format transmission reach on performance of elastic optical networks

Walkowiak, Krzysztof and Klinkowski, Miroslaw and Lechowicz, Piotr

2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

Modeling and optimization of data center location and routing and spectrum allocation in survivable elastic optical networks

Goścień, Róża and Walkowiak, Krzysztof

Optical Switching and Networking, 2017

Performance Analysis of Dynamic Routing in Elastic Optical Networks with Back-to-Back Regeneration

Walkowiak, Krzysztof and Klinkowski, Mirostaw

2017 European Conference on Optical Communication (ECOC), 2017

Performance Analysis of Flexible Regeneration and Modulation Conversion in Elastic Optical Networks

Klinkowski, Mirosław and Walkowiak, Krzysztof

Optical Fiber Communication Conference, 2017

Selection of spectral-spatial channels in SDM flexgrid optical networks

Lechowicz, Piotr and Walkowiak, Krzysztof and Klinkowski, Miroslaw

2017 International Conference on Optical Network Design and Modeling (ONDM), 2017

Software-defined adaptive survivability for elastic optical networks

Aibin, Michał and Walkowiak, Krzysztof and Sen, Arunabha

Optical Switching and Networking, 2017

Spectrum usage for various SDM scenarios

Lechowicz, Piotr and Walkowiak, Krzysztof and Klinkowski, Miroslaw

2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

The Effectiveness of the Simplicity in Evolutionary Computation

Przewozniczek, Michal Witold and Walkowiak, Krzysztof and Aibin, Michal

Lecture Notes in Computer Science, 2017

The evolutionary cost of Baldwin effect in the routing and spectrum allocation problem in elastic optical networks

Przewozniczek, Michal Witold and Walkowiak, Krzysztof and Aibin, Michal

Applied Soft Computing, 2017

Accuracy based weighted aging ensemble (AB-WAE) — Algorithm for data stream classification

Wozniak, Michal

2017 IEEE 4th International Conference on Soft Computing & Machine Intelligence (ISCMI), 2017

Distributed DBSCAN Algorithm – Concept and Experimental Evaluation

Merk, Adam and Cal, Piotr and Woźniak, Michał

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

Online query by committee for active learning from drifting data streams

Krawczyk, Bartosz and Wozniak, Michal

2017 International Joint Conference on Neural Networks (IJCNN), 2017

A Tensor Framework for Data Stream Clustering and Compression

Cyganek, Bogusław and Woźniak, Michał

Lecture Notes in Computer Science, 2017

CCR: A combined cleaning and resampling algorithm for imbalanced data classification

Koziarski, Michał and Wożniak, Michał

International Journal of Applied Mathematics and Computer Science, 2017

Efficient Real-Time Background Detection Based on the PCA Subspace Decomposition

Cyganek, Bogusław and Woźniak, Michał

Lecture Notes in Computer Science, 2017

Ensemble learning for data stream analysis: A survey

Krawczyk, Bartosz and Minku, Leandro L. and Gama, João and Stefanowski, Jerzy and Woźniak, Michał

Information Fusion, 2017

Fault diagnosis of marine 4-stroke diesel engines using a one-vs-one extreme learning ensemble

Kowalski, Jerzy and Krawczyk, Bartosz and Woźniak, Michał

Engineering Applications of Artificial Intelligence, 2017

Nearest Neighbor Classification for High-Speed Big Data Streams Using Spark

Ramirez-Gallego, Sergio and Krawczyk, Bartosz and Garcia, Salvador and Wozniak, Michal and Benitez, Jose Manuel and Herrera, Francisco

IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017

Radial-Based Approach to Imbalanced Data Oversampling

Koziarski, Michał and Krawczyk, Bartosz and Woźniak, Michał

Hybrid Artificial Intelligent Systems, 2017

Tensor-Based Shot Boundary Detection in Video Streams

Cyganek, Bogusław and Woźniak, Michał

New Generation Computing, 2017

The deterministic subspace method for constructing classifier ensembles

Koziarski, Michał and Krawczyk, Bartosz and Woźniak, Michał

Pattern Analysis and Applications, 2017

A survey on data preprocessing for data stream mining: Current status and future directions

Ramírez-Gallego, Sergio and Krawczyk, Bartosz and García, Salvador and Woźniak, Michał and Herrera, Francisco

Neurocomputing, 2017

An approximated decision-theoretic algorithm for minimization of the Tversky loss under the multi-label framework

Trajdos, Pawel and Kurzynski, Marek

Pattern Analysis and Applications, 2017

Usability of contemporary tools for the computational design of architectural objects: Review, features evaluation and reflection

Nisztuk, Maciej and Myszkowski, Paweł B

International Journal of Architectural Computing, 2017

Co-Evolutionary Algorithm solving Multi-Skill Resource-Constrained Project Scheduling Problem

Myszkowski, Paweł B. and Laszczyk, Maciej and Kalinowski, Dawid

Annals of Computer Science and Information Systems, 2017

Efficient selection operators in NSGA-II for Solving Bi-Objective Multi-Skill Resource-Constrained Project Scheduling Problem

Myszkowski, Paweł B. and Laszczyk, Maciej and Lichodij, Joanna

Annals of Computer Science and Information Systems, 2017

Problem Encoding Allowing Cheap Fitness Computation of Mutated Individuals

Przewozniczek, Michal Witold

2017 IEEE Congress on Evolutionary Computation (CEC), 2017

Paired feature multilayer ensemble – concept and evaluation of a classifier

Ksieniewicz, Paweł and Graña, Manuel and Woźniak, Michał

Journal of Intelligent & Fuzzy Systems, 2017

Column generation technique for optimization of survivable flex-grid SDM networks

Goscien, Roza and Lechowicz, Piotr

2017 9th International Workshop on Resilient Networks Design and Modeling (RNDM), 2017

On the efficient column generation-based optimization of anycast traffic in survivable elastic optical networks

Goscien, Roza

2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

On the initialization in column generation for cloud-ready and survivable EONs

Goscien, Roza

2017 9th International Workshop on Resilient Networks Design and Modeling (RNDM), 2017

On Efficient Computation of Tensor Subspace Kernels for Multi-dimensional Data

Cyganek, Bogusław and Woźniak, Michał

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2017