Blurred Labeling Segmentation Algorithm for Hyperspectral Images

Ksieniewicz, Paweł and Graña, Manuel and Woźniak, Michał

Lecture Notes in Computer Science, 2015

Flow assignment (FA) and capacity and flow assignment (CFA) problems for survivable overlay multicasting in dual homing networks

Kmiecik, Wojciech and Walkowiak, Krzysztof

Telecommunication Systems, 2015

Multi-label Stream Classification Using Extended Binary Relevance Model

Trajdos, Pawel and Kurzynski, Marek

2015 IEEE Trustcom/BigDataSE/ISPA, 2015

An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix

Trajdos, Pawel and Kurzynski, Marek

Lecture Notes in Computer Science, 2015

A Simulated Annealing Heuristic for a Branch and Price-Based Routing and Spectrum Allocation Algorithm in Elastic Optical Networks

Klinkowski, Mirosław and Walkowiak, Krzysztof

Lecture Notes in Computer Science, 2015

Adaptive modulation and regenerator-aware dynamic routing algorithm in elastic optical networks

Aibin, Michal and Walkowiak, Krzysztof

2015 IEEE International Conference on Communications (ICC), 2015

Adaptive survivability algorithm for path protection with various traffic classes in elastic optical networks

Aibin, Michal and Walkowiak, Krzysztof

2015 7th International Workshop on Reliable Networks Design and Modeling (RNDM), 2015

Algorithms for calculation of candidate trees for efficient multicasting in elastic optical networks

Walkowiak, Krzysztof and Kasprzak, Andrzej and Wozniak, Michal

2015 17th International Conference on Transparent Optical Networks (ICTON), 2015

Comparison of different data center location policies in survivable elastic optical networks

Goscien, Roza and Walkowiak, Krzysztof

2015 7th International Workshop on Reliable Networks Design and Modeling (RNDM), 2015

Evaluation of Impact of Traffic Asymmetry on Performance of Elastic Optical Networks

Walkowiak, Krzysztof and Goścień, Roza and Klinkowski, Mirosław

Optical Fiber Communication Conference, 2015

Future research directions in design of reliable communication systems

Rak, Jacek and Pickavet, Mario and Trivedi, Kishor S. and Lopez, Javier Alonso and Koster, Arie M. C. A. and Sterbenz, James P. G. and Çetinkaya, Egemen K. and Gomes, Teresa and Gunkel, Matthias and Walkowiak, Krzysztof and et al.

Telecommunication Systems, 2015

Impact of Fanout and Transmission Reach on Performance of Multicasting in Elastic Optical Networks

Walkowiak, Krzysztof and Goścień, Róża and Tornatore, Massimo and Woźniak, Michał

Optical Fiber Communication Conference, 2015

Integer programming, Constraint programming, and metaheuristic approaches for static optimization of anycast flows in elastic optical networks

Kucharzak, Michal and Walkowiak, Krzysztof and Kopec, Pawel and Bulira, Damian and Kasprzak, Andrzej

Networks, 2015

Joint optimization of multicast and unicast flows in elastic optical networks

Walkowiak, Krzysztof and Goscien, Roza and Wozniak, Michal and Klinkowski, Miroslaw

2015 IEEE International Conference on Communications (ICC), 2015

Performance of dynamic many-to-many routing in WDM and Elastic Optical Networks

Bulira, Damian and Walkowiak, Krzysztof

2015 17th International Conference on Transparent Optical Networks (ICTON), 2015

Protection in elastic optical networks

Goscien, Roza and Walkowiak, Krzysztof and Klinkowski, Miroslaw and Rak, Jacek

IEEE Network, 2015

Regenerator placement algorithms for cloud-ready Elastic Optical Networks

Aibin, Michal and Walkowiak, Krzysztof

2015 17th International Conference on Transparent Optical Networks (ICTON), 2015

Selected aspects of electronic health record analysis from the big data perspective

Cyganek, Boguslaw and Grana, Manuel and Kasprzak, Andrzej and Walkowiak, Krzysztof and Wozniak, Michal

2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2015

Simulated Annealing Algorithm for Minimization of Bandwidth Fragmentation in Elastic Optical Networks with Multicast and Unicast Flows

Nagły, Piotr and Walkowiak, Krzysztof

Lecture Notes in Computer Science, 2015

Static Classifier Selection with Interval Weights of Base Classifiers

Burduk, Robert and Walkowiak, Krzysztof

Lecture Notes in Computer Science, 2015

Tabu search algorithm for routing, modulation and spectrum allocation in elastic optical network with anycast and unicast traffic

Goścień, Róża and Walkowiak, Krzysztof and Klinkowski, Mirosław

Computer Networks, 2015

Weighted Naïve Bayes Classifier with Forgetting for Drifting Data Streams

Krawczyk, Bartosz and Wozniak, Michal

2015 IEEE International Conference on Systems, Man, and Cybernetics, 2015

A hybrid cost-sensitive ensemble for imbalanced breast thermogram classification

Krawczyk, Bartosz and Schaefer, Gerald and Woźniak, Michał

Artificial Intelligence in Medicine, 2015

An Improved Vehicle Logo Recognition Using a Classifier Ensemble Based on Pattern Tensor Representation and Decomposition

Cyganek, Bogusław and Woźniak, Michał

New Generation Computing, 2015

Combining nearest neighbour classifiers based on small subsamples for big data analytics

Krawczyk, Bartosz and Wozniak, Michal

2015 IEEE 2nd International Conference on Cybernetics (CYBCONF), 2015

Cost-Sensitive Neural Network with ROC-Based Moving Threshold for Imbalanced Classification

Krawczyk, Bartosz and Woźniak, Michał

Lecture Notes in Computer Science, 2015

Data stream classification and big data analytics

Krawczyk, Bartosz and Stefanowski, Jerzy and Wozniak, Michał

Neurocomputing, 2015

Wagging for Combining Weighted One-class Support Vector Machines

Krawczyk, Bartosz and Woźniak, Michał

Procedia Computer Science, 2015

Editorial: Special issue HAIS12-IGPL

Quintian, H. and Corchado, E. and de Carvalho, A. and Abraham, A. and Wozniak, M. and Grana, M. and Cho, S.-B.

Logic Journal of IGPL, 2015

Handling Label Noise in Microarray Classification with One-Class Classifier Ensemble

Krawczyk, Bartosz and Woźniak, Michał

Advances in Intelligent Systems and Computing, 2015

Hypertension Type Classification Using Hierarchical Ensemble of One-Class Classifiers for Imbalanced Data

Krawczyk, Bartosz and Woźniak, Michał

Advances in Intelligent Systems and Computing, 2015

Incremental One-Class Bagging for Streaming and Evolving Big Data

Krawczyk, Bartosz and Wozniak, Michal

2015 IEEE Trustcom/BigDataSE/ISPA, 2015

Incremental weighted one-class classifier for mining stationary data streams

Krawczyk, Bartosz and Woźniak, Michał

Journal of Computational Science, 2015

2015 IEEE Trustcom/BigDataSE/ISPA, 2015

Multidimensional data classification with chordal distance based kernel and Support Vector Machines

Cyganek, Bogusław and Krawczyk, Bartosz and Woźniak, Michał

Engineering Applications of Artificial Intelligence, 2015

On the usefulness of one-class classifier ensembles for decomposition of multi-class problems

Krawczyk, Bartosz and Woźniak, Michał and Herrera, Francisco

Pattern Recognition, 2015

Pruning Ensembles of One-Class Classifiers with X-means Clustering

Krawczyk, Bartosz and Woźniak, Michał

Lecture Notes in Computer Science, 2015

Pruning Ensembles with Cost Constraints

Krawczyk, Bartosz and Woźniak, Michał

Lecture Notes in Computer Science, 2015

Reacting to different types of concept drift with adaptive and incremental one-class classifiers

Krawczyk, Bartosz and Wozniak, Michal

2015 IEEE 2nd International Conference on Cybernetics (CYBCONF), 2015

Special issue HAIS 2012: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems

Quintián, Héctor and Corchado, Emilio and Abraham, Ajith and de Carvalho, André C.P.L.F. and Wozniak, Michal and Snasel, Vaclav and Cho, Sung-Bae

Neurocomputing, 2015

Special issue on innovations in medicine and healthcare

Graña, Manuel and Sanchez, Eider and Wozniak, Michal

Biosystems Engineering, 2015

Tensor based representation and analysis of the electronic healthcare record data

Cyganek, Boguslaw and Wozniak, Michal

2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2015

A system collecting weather data by means of meteograms

Ksieniewicz, Paweł

Mechanik, 2015

A new benchmark dataset for Multi-Skill Resource-Constrained Project Scheduling Problem

Myszkowski, Paweł B. and Skowroński, Marek and Sikora, Krzysztof

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Constructive heuristics for technology-driven Resource Constrained Scheduling Problem

Myszkowski, Paweł B. and Przewoźniczek, Michał and Skowroński, Marek

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

Multi Population Pattern Searching Algorithm for Solving Routing Spectrum Allocation with Joint Unicast and Anycast Problem in Elastic Optical Networks

Przewozniczek, Michal

Lecture Notes in Computer Science, 2015

Towards Finding an Effective Uniform and Single Point Crossover Balance for Optimization of Elastic Optical Networks

Przewozniczek, Michal

2015 Second European Network Intelligence Conference, 2015

Towards Finding an Effective Way of Discrete Problems Solving: The Particle Swarm Optimization, Genetic Algorithm and Linkage Learning Techniques Hybrydization

Andrzej Fidrysiak, Bartosz and Przewozniczek, Michal

Proceedings of the 7th International Joint Conference on Computational Intelligence, 2015

Towards solving practical problems of large solution space using a novel pattern searching hybrid evolutionary algorithm – An elastic optical network optimization case study

Przewoźniczek, Michał and Goścień, Róża and Walkowiak, Krzysztof and Klinkowski, Mirosław

Expert Systems with Applications, 2015

Tabu Search Algorithm for Routing and Spectrum Allocation of Multicast Demands in Elastic Optical Networks

Goścień, Róża

Lecture Notes in Computer Science, 2015

Survivability Aspects of Tree Construction for Overlay Multicasting with Dual Homing Architecture

Kmiecik, Wojciech

2015 Second European Network Intelligence Conference, 2015