A novel hyperspectral segmentation algorithm--concept and evaluation

Ksieniewicz, P. and Jankowski, D. and Ayerdi, B. and Jackowski, K. and Grana, M. and Wozniak, M.

Logic Journal of IGPL, 2014

Ensemble Classifier Systems for Headache Diagnosis

Jackowski, Konrad and Jankowski, Dariusz and Ksieniewicz, Paweł and Simić, Dragan and Simić, Svetlana and Woźniak, Michał

Information Technologies in Biomedicine, Volume 4, 2014

Hyperspectral Image Analysis Based on Color Channels and Ensemble Classifier

Krawczyk, Bartosz and Ksieniewicz, Paweł and Woźniak, Michał

Hybrid Artificial Intelligence Systems, 2014

Hyperspectral Image Analysis Based on Quad Tree Decomposition

Krawczyk, Bartosz and Ksieniewicz, Paweł and Woźniak, Michał

International Joint Conference SOCO’14-CISIS’14-ICEUTE’14, 2014

Optical networks for cost-efficient and scalable provisioning of big data traffic

Walkowiak, Krzysztof and Woźniak, Michał and Klinkowski, Mirosław and Kmiecik, Wojciech

International Journal of Parallel, Emergent and Distributed Systems, 2014

Content distribution in Elastic Optical Networks with Dedicated Path Protection

Walkowiak, Krzysztof and Goscien, Roza and Kmiecik, Wojciech and Klinkowski, Miroslaw

2014 6th International Workshop on Reliable Networks Design and Modeling (RNDM), 2014

Elastic Optical Networks for Effective Content Distribution

Walkowiak, Krzysztof and Goścień, Róża and Kmiecik, Wojciech and Klinkowski, Mirosław

Asia Communications and Photonics Conference 2014, 2014

Evaluation of allocation algorithms for torus structured Chip Multi-Processor systems

Koszalka, Leszek and Jakimczuk, Lukasz and Kmiecik, Wojciech and Pozniak-Koszalka, Iwona and Kasprzak, Andrzej

2014 International Conference on Information Science, Electronics and Electrical Engineering, 2014

Two-layer optimization of survivable overlay multicasting in elastic optical networks

Kmiecik, Wojciech and Goścień, Róża and Walkowiak, Krzysztof and Klinkowski, Mirosław

Optical Switching and Networking, 2014

Identifying Features with Concept Drift in Multidimensional Data Using Statistical Tests

Sobolewski, Piotr and Woźniak, Michał

Lecture Notes in Computer Science, 2014

Metaheuristic algorithms for optimization of resilient overlay computing systems

Walkowiak, K. and Charewicz, W. and Donajski, M. and Rak, J.

Logic Journal of IGPL, 2014

On the Complexity of Routing and Spectrum Assignment in Flexible-Grid Ring Networks [Invited]

Tornatore, Massimo and Rottondi, Cristina and Goscien, Roza and Walkowiak, Krzysztof and Rizzelli, Giuseppe and Morea, Annalisa

Journal of Optical Communications and Networking, 2014

A tabu search algorithm for routing and spectrum allocation in elastic optical networks

Goscien, Roza and Klinkowski, Miroslaw and Walkowiak, Krzysztof

2014 16th International Conference on Transparent Optical Networks (ICTON), 2014

Distance-Adaptive Transmission in Cloud-Ready Elastic Optical Networks

Goścień, Róża and Walkowiak, Krzysztof and Klinkowski, Mirosław

Journal of Optical Communications and Networking, 2014

Dynamic routing of anycast and unicast traffic in elastic optical networks with various modulation formats — Trade-off between blocking probability and network cost

Aibin, Michal and Walkowiak, Krzysztof

2014 IEEE 15th International Conference on High Performance Switching and Routing (HPSR), 2014

Dynamic routing of anycast and unicast traffic in Elastic Optical Networks

Walkowiak, Krzysztof and Kasprzak, Andrzej and Klinkowski, Miroslaw

2014 IEEE International Conference on Communications (ICC), 2014

Dynamic routing of many-to-many traffic in WDM networks

Bulira, Damian and Walkowiak, Krzysztof

2014 16th International Conference on Transparent Optical Networks (ICTON), 2014

Gains of anycast demand relocation in survivable elastic optical networks

Goscien, Roza and Walkowiak, Krzysztof and Klinkowski, Miroslaw

2014 6th International Workshop on Reliable Networks Design and Modeling (RNDM), 2014

ILP model and algorithms for restoration of anycast flows in Elastic Optical Networks

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

2014 6th International Workshop on Reliable Networks Design and Modeling (RNDM), 2014

Joint anycast and unicast routing and spectrum allocation with dedicated path protection in Elastic Optical Networks

Goscien, Roza and Walkowiak, Krzysztof and Klinkowski, Miroslaw

2014 10th International Conference on the Design of Reliable Communication Networks (DRCN), 2014

Mercury bioaccumulation in hair and skin of arctic foxes (Vulpes lagopus) and silver foxes (Vulpes vulpes) in rural and urbanized region

Dobrzański, Z. and Filistowicz, A. and Przysiecki, P. and Filistowicz, A. and Nowicki, S. and Walkowiak, K. and Czyż, K.

Czech Journal of Animal Science, 2014

Multiflow transponders for provisioning of asymmetric traffic in elastic optical networks with dedicated path protection

Walkowiak, Krzysztof and Klinkowski, Miroslaw and Goscien, Roza and Kasprzak, Andrzej

2014 The European Conference on Optical Communication (ECOC), 2014

On the regenerators usage in cloud-ready elastic optical networks with distance-adaptive modulation formats

Goscien, Roza and Walkowiak, Krzysztof and Klinkowski, Miroslaw

2014 The European Conference on Optical Communication (ECOC), 2014

On the Usage of Multiflow Transponders under Anycast and Unicast Traffic in Elastic Optical Networks

Walkowiak, Krzysztof and Klinkowski, Mirosław

Optical Fiber Communication Conference, 2014

Optimization of Multicast Traffic in Elastic Optical Networks With Distance-Adaptive Transmission

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

IEEE Communications Letters, 2014

Practical issues for the implementation of survivability and recovery techniques in optical networks

Ellinas, Georgios and Papadimitriou, Dimitri and Rak, Jacek and Staessens, Dimitri and Sterbenz, James P.G. and Walkowiak, Krzysztof

Optical Switching and Networking, 2014

Adaptive Splitting and Selection ensemble for breast cancer malignancy grading

Krawczyk, Bartosz and Jelen, Lukasz and Wozniak, Michal

2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health (CICARE), 2014

Routing and spectrum allocation algorithms for elastic optical networks with dedicated path protection

Walkowiak, Krzysztof and Klinkowski, Mirosław and Rabiega, Bartosz and Goścień, Róża

Optical Switching and Networking, 2014

Simulated Annealing algorithm for optimization of elastic optical networks with unicast and anycast traffic

Aibin, Michal and Walkowiak, Krzysztof

2014 16th International Conference on Transparent Optical Networks (ICTON), 2014

One-class classifiers with incremental learning and forgetting for data streams with concept drift

Krawczyk, Bartosz and Woźniak, Michał

Soft Computing, 2014

Weighted one-class classification for different types of minority class examples in imbalanced data

Krawczyk, Bartosz and Wozniak, Michal and Herrera, Francisco

2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 2014

A first attempt on evolutionary prototype reduction for nearest neighbor one-class classification

Krawczyk, Bartosz and Triguero, Isaac and Garcia, Salvador and Wozniak, Michal and Herrera, Francisco

2014 IEEE Congress on Evolutionary Computation (CEC), 2014

A survey of multiple classifier systems as hybrid systems

Woźniak, Michał and Graña, Manuel and Corchado, Emilio

Information Fusion, 2014

Clustering-Based Ensemble of One-Class Classifiers for Hyperspectral Image Segmentation

Krawczyk, Bartosz and Woźniak, Michał and Cyganek, Bogusław

Hybrid Artificial Intelligence Systems, 2014

Clustering-based ensembles for one-class classification

Krawczyk, Bartosz and Woźniak, Michał and Cyganek, Bogusław

Information Sciences, 2014

Cost-sensitive decision tree ensembles for effective imbalanced classification

Krawczyk, Bartosz and Woźniak, Michał and Schaefer, Gerald

Applied Soft Computing, 2014

Data and Knowledge Hybridization

Woźniak, Michał

Studies in Computational Intelligence, 2014

Diversity measures for one-class classifier ensembles

Krawczyk, Bartosz and Woźniak, Michał

Neurocomputing, 2014

DIVERSITY-BASED CLASSIFIER SELECTION FOR BREAST CANCER CYTOLOGICAL IMAGE ANALYSIS

Krawczyk, Bartosz and Filipczuk, Paweł and Woźniak, Michał and Obuchowicz, Andrzej

Biomedical Engineering: Applications, Basis and Communications, 2014

Evolutionary Cost-Sensitive Ensemble for Malware Detection

Krawczyk, Bartosz and Woźniak, Michał

International Joint Conference SOCO’14-CISIS’14-ICEUTE’14, 2014

Experiments on simultaneous combination rule training and ensemble pruning algorithm

Krawczyk, Bartosz and Wozniak, Michał

2014 IEEE Symposium on Computational Intelligence in Ensemble Learning (CIEL), 2014

Guest Editorial: Hybrid intelligent fusion systems

Wozniak, Michal and Corchado, Emilio S. and Romay, Manuel Graña

Information Fusion, 2014

Conclusions

Woźniak, Michał

Studies in Computational Intelligence, 2014

Introduction

Woźniak, Michał

Studies in Computational Intelligence, 2014

Hybrid Classifiers

Wozniak, Michal

Studies in Computational Intelligence, 2014

IMPROVED ADAPTIVE SPLITTING AND SELECTION: THE HYBRID TRAINING METHOD OF A CLASSIFIER BASED ON A FEATURE SPACE PARTITIONING

JACKOWSKI, KONRAD and KRAWCZYK, BARTOSZ and WOŹNIAK, MICHAŁ

International Journal of Neural Systems, 2014

Influence of Distance Measures on the Effectiveness of One-Class Classification Ensembles

Krawczyk, Bartosz and Woźniak, Michał

Applied Artificial Intelligence, 2014

New untrained aggregation methods for classifier combination

Krawczyk, Bartosz and Wozniak, Michal

2014 International Joint Conference on Neural Networks (IJCNN), 2014

One-Class Classification Ensemble with Dynamic Classifier Selection

Krawczyk, Bartosz and Woźniak, Michał

Lecture Notes in Computer Science, 2014

Optimization Algorithms for One-Class Classification Ensemble Pruning

Krawczyk, Bartosz and Woźniak, Michał

Lecture Notes in Computer Science, 2014

Recent trends in intelligent data analysis

Corchado, Emilio and Woźniak, Michał and Abraham, Ajith and de Carvalho, André C.P.L.F. and Snášel, Václav

Neurocomputing, 2014

The Influence of a Classifiers’ Diversity on the Quality of Weighted Aging Ensemble

Woźniak, Michał and Cal, Piotr and Cyganek, Bogusław

Lecture Notes in Computer Science, 2014

Untrained Method for Ensemble Pruning and Weighted Combination

Krawczyk, Bartosz and Woźniak, Michał

Lecture Notes in Computer Science, 2014

Vehicle Logo Recognition with an Ensemble of Classifiers

Cyganek, Bogusław and Woźniak, Michał

Lecture Notes in Computer Science, 2014

Weighted One-Class Classifier Ensemble Based on Fuzzy Feature Space Partitioning

Krawczyk, Bartosz and Wozniak, Michal and Cyganek, Boguslaw

2014 22nd International Conference on Pattern Recognition, 2014

Chosen Applications of Hybrid Classifiers

Woźniak, Michał

Studies in Computational Intelligence, 2014

Classifier Hybridization

Woźniak, Michał

Studies in Computational Intelligence, 2014

Hybrid ant colony optimization in solving multi-skill resource-constrained project scheduling problem

Myszkowski, Paweł B. and Skowroński, Marek E. and Olech, Łukasz P. and Oślizło, Krzysztof

Soft Computing, 2014