Active Learning Classification of Drifted Streaming Data

Woźniak, Michał and Ksieniewicz, Paweł and Cyganek, Bogusław and Kasprzak, Andrzej and Walkowiak, Krzysztof

Procedia Computer Science, 2016

Active Learning Classifier for Streaming Data

Woźniak, Michał and Cyganek, Bogusław and Kasprzak, Andrzej and Ksieniewicz, Paweł and Walkowiak, Krzysztof

Hybrid Artificial Intelligent Systems, 2016

Artificial Photoreceptors for Ensemble Classification of Hyperspectral Images

Ksieniewicz, Pawel and Woźniak, Michał

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2016

Ensemble of One-Dimensional Classifiers for Hyperspectral Image Analysis

Ksieniewicz, Paweł and Krawczyk, Bartosz and Woźniak, Michał

Lecture Notes in Computer Science, 2016

Ensembles of Heterogeneous Concept Drift Detectors - Experimental Study

Woźniak, Michał and Ksieniewicz, Paweł and Cyganek, Bogusław and Walkowiak, Krzysztof

Lecture Notes in Computer Science, 2016

A First Attempt to Construct Effective Concept Drift Detector Ensembles

Woźniak, Michał and Ksieniewicz, Paweł and Kasprzak, Andrzej and Puchała, Karol and Ryba, Przemysław

Image Processing and Communications Challenges 8, 2016

A survey on network resiliency methodologies against weather-based disruptions

Tornatore, Massimo and Andre, Joao and Babarczi, Peter and Braun, Torsten and Folstad, Eirik and Heegaard, Poul and Hmaity, Ali and Furdek, Marija and Jorge, Luisa and Kmiecik, Wojciech and et al.

2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016

Multiclassifier system with hybrid learning applied to the control of bioprosthetic hand

Kurzynski, Marek and Krysmann, Maciej and Trajdos, Pawel and Wolczowski, Andrzej

Computers in Biology and Medicine, 2016

A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier

Trajdos, Pawel and Kurzynski, Marek

International Journal of Applied Mathematics and Computer Science, 2016

Differential evolution for task allocation in mesh networks: Experimentation system and comparison of mutation schemes

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

2016 4th International Symposium on Computational and Business Intelligence (ISCBI), 2016

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015

Advances in Intelligent Systems and Computing, 2016

A Survey of Big Data Issues in Electronic Health Record Analysis

Cyganek, Bogusław and Graña, Manuel and Krawczyk, Bartosz and Kasprzak, Andrzej and Porwik, Piotr and Walkowiak, Krzysztof and Woźniak, Michał

Applied Artificial Intelligence, 2016

A heuristic algorithm for routing, spectrum, transceiver and regeneration allocation problem in elastic optical networks

Klinkowski, Miroslaw and Walkowiak, Krzysztof

2016 18th International Conference on Transparent Optical Networks (ICTON), 2016

An overview of security challenges in communication networks

Furdek, Marija and Wosinska, Lena and Goscien, Roza and Manousakis, Konstantinos and Aibin, Michal and Walkowiak, Krzysztof and Ristov, Sashko and Gushev, Marjan and Marzo, Jose L.

2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016

Connection-Oriented Networks

Walkowiak, Krzysztof

Studies in Systems, Decision and Control, 2016

Defragmentation algorithm for joint dynamic and static routing problems in elastic optical networks with unicast and anycast traffic

Aibin, Michal and Walkowiak, Krzysztof

2016 International Conference on Computing, Networking and Communications (ICNC), 2016

Different strategies for dynamic multicast traffic protection in elastic optical networks

Aibin, Michal and Walkowiak, Krzysztof

2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016

Elastic Optical Networks

Walkowiak, Krzysztof

Studies in Systems, Decision and Control, 2016

ILP modeling of flexgrid SDM optical networks

Walkowiak, Krzysztof and Lechowicz, Piotr and Klinkowski, Miroslaw and Sen, Arunabha

2016 17th International Telecommunications Network Strategy and Planning Symposium (Networks), 2016

Joint content placement and lightpath routing and spectrum assignment in CDNs over elastic optical network scenarios

Perelló, Jordi and Walkowiak, Krzysztof and Klinkowski, Mirosław and Spadaro, Salvatore and Careglio, Davide

Computer Communications, 2016

Conclusions

Walkowiak, Krzysztof

Studies in Systems, Decision and Control, 2016

Introduction

Walkowiak, Krzysztof

Studies in Systems, Decision and Control, 2016

Multicasting versus anycasting: How to efficiently deliver content in elastic optical networks

Aibin, Michal and Goscien, Roza and Walkowiak, Krzysztof

2016 18th International Conference on Transparent Optical Networks (ICTON), 2016

On Performance Gains of Flexible Regeneration and Modulation Conversion in Translucent Elastic Optical Networks With Superchannel Transmission

Klinkowski, Miroslaw and Walkowiak, Krzysztof

Journal of Lightwave Technology, 2016

On the Impact of Modulation Format Transmission Reach on Spectrum Usage in Elastic Optical Networks

Walkowiak, Krzysztof and Klinkowski, Mirosław

Asia Communications and Photonics Conference 2016, 2016

On the complexity of routing and spectrum allocation in survivable elastic optical network with unicast and anycast traffic

Goscien, Roza and Walkowiak, Krzysztof and Klinkowski, Miroslaw

2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016

Overlay Networks

Walkowiak, Krzysztof

Studies in Systems, Decision and Control, 2016

Resource requirements in fixed-grid and flex-grid networks for dynamic provisioning of data center traffic

Aibin, Michal and Walkowiak, Krzysztof

2016 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 2016

Solving Large Instances of the RSA Problem in Flexgrid Elastic Optical Networks

Klinkowski, Mirosław and Żotkiewicz, Mateusz and Walkowiak, Krzysztof and Pióro, Michał and Ruiz, Marc and Velasco, Luis

Journal of Optical Communications and Networking, 2016

Survivable Multipath Routing of Anycast and Unicast Traffic in Elastic Optical Networks

Goścień, Róża and Walkowiak, Krzysztof and Tornatore, Massimo

Journal of Optical Communications and Networking, 2016

Exploiting Data Parallelism for Efficient Classification of Multi-Dimensional Patterns

Cyganek, Boguslaw and Wozniak, Michal

2016 International Conference on Computational Science and Computational Intelligence (CSCI), 2016

A First Attempt on Online Data Stream Classifier Using Context

Woźniak, Michał and Cyganek, Bogusław

Lecture Notes in Computer Science, 2016

A new heuristic for influence maximization in social networks

Nuñez-Gonzalez, J. David and Ayerdi, Borja and Graña, Manuel and Wozniak, Michał

Logic Journal of IGPL, 2016

Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets

Sáez, José A. and Krawczyk, Bartosz and Woźniak, Michał

Pattern Recognition, 2016

Dynamic classifier selection for one-class classification

Krawczyk, Bartosz and Woźniak, Michał

Knowledge-Based Systems, 2016

2016 Third European Network Intelligence Conference (ENIC), 2016

Efficient Multidimensional Pattern Recognition in Kernel Tensor Subspaces

Cyganek, Bogusław and Woźniak, Michał

Lecture Notes in Computer Science, 2016

Efficient Computation of the Tensor Chordal Kernels

Cyganek, Bogusław and Wozniak, Michal

Procedia Computer Science, 2016

Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions

Cyganek, Bogusław and Woźniak, Michał and Jankowski, Dariusz

Hybrid Artificial Intelligent Systems, 2016

Forming Classifier Ensembles with Deterministic Feature Subspaces

Koziarski, Michał and Krawczyk, Bartosz and Woźniak, Michał

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Hybrid Optimization Method Applied to Adaptive Splitting and Selection Algorithm

Lopez-Garcia, Pedro and Woźniak, Michał and Onieva, Enrique and Perallos, Asier

Hybrid Artificial Intelligent Systems, 2016

Intelligent Methods Applied to Health-Care Information Systems

Cyganek, Bogusław and Graña, Manuel and Porwik, Piotr and Woźniak, Michał

Applied Artificial Intelligence, 2016

Modelling Dental Milling Process with Machine Learning-Based Regression Algorithms

Jackowski, Konrad and Jankowski, Dariusz and Quintián, Héctor and Corchado, Emilio and Woźniak, Michał

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2016

On Robust Computation of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition

Cyganek, Bogusław and Woźniak, Michał

Software Engineering Perspectives and Application in Intelligent Systems, 2016

On the Influence of Class Noise in Medical Data Classification: Treatment Using Noise Filtering Methods

Sáez, José A. and Krawczyk, Bartosz and Woźniak, Michał

Applied Artificial Intelligence, 2016

Recent advancements in hybrid artificial intelligence systems and its application to real-world problems

Corchado, Emilio and Abraham, Ajith and de Carvalho, André and Woźniak, Michał and Cho, Sung-Bae and Quintián, Héctor

Neurocomputing, 2016

Tackling label noise with multi-class decomposition using fuzzy one-class support vector machines

Krawczyk, Bartosz and Saez, Jose A. and Wozniak, Michal

2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2016

Untrained weighted classifier combination with embedded ensemble pruning

Krawczyk, Bartosz and Woźniak, Michał

Neurocomputing, 2016

Workshop on Nonstationary Models of Pattern Recognition and Classifier Combinations

Woźniak, Michał and Krawczyk, Bartosz

Procedia Computer Science, 2016

GRASP Applied to Multi–Skill Resource–Constrained Project Scheduling Problem

Myszkowski, Paweł B. and Siemieński, Jȩdrzej J.

Lecture Notes in Computer Science, 2016

Active Multi-Population Pattern Searching Algorithm for flow optimization in computer networks – The novel coevolution schema combined with linkage learning

Przewozniczek, Michal

Information Sciences, 2016

Dynamic Subpopulation Number Control for Solving Routing and Spectrum Allocation Problems in Elastic Optical Networks

Przewozniczek, Michal

2016 Third European Network Intelligence Conference (ENIC), 2016

Linked Genes Migration in Island Models

Komarnicki, Marcin and Przewozniczek, Michal

Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

ILP modelling and joint optimization of anycast and unicast traffic in survivable elastic optical networks

Goścień, Róża and Walkowiak, Krzysztof and Klinkowski, Mirosław

Electronic Notes in Discrete Mathematics, 2016