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    Author information
    First name: Michal
    Last name: Wozniak
    DBLP: 37/5714
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    Conference paper
    Pawel Ksieniewicz, Bartosz Krawczyk, Michal Wozniak.
    Ensemble of Extreme Learning Machines with trained classifier combination and statistical features for hyperspectral data.
    Neurocomputing 2018, Volume 271 (0) 2018
    Journal article
    Jerzy Kowalski, Bartosz Krawczyk, Michal Wozniak.
    Fault diagnosis of marine 4-stroke diesel engines using a one-vs-one extreme learning ensemble.
    Eng. Appl. of AI 2017, Volume 57 (0) 2017
    Conference paper
    Pawel Ksieniewicz, Manuel Graña, Michal Wozniak.
    Paired feature multilayer ensemble - concept and evaluation of a classifier.
    Journal of Intelligent and Fuzzy Systems 2017, Volume 32 (0) 2017
    Conference paper
    Sergio Ramírez-Gallego, Bartosz Krawczyk, Salvador García, Michal Wozniak, Francisco Herrera.
    A survey on data preprocessing for data stream mining: Current status and future directions.
    Neurocomputing 2017, Volume 239 (0) 2017
    Journal article
    Bartosz Krawczyk, Leandro L. Minku, João Gama, Jerzy Stefanowski, Michal Wozniak.
    Ensemble learning for data stream analysis: A survey.
    Information Fusion 2017, Volume 37 (0) 2017
    Conference paper
    Boguslaw Cyganek, Michal Wozniak.
    On Efficient Computation of Tensor Subspace Kernels for Multi-dimensional Data.
    Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27 - March 1, 2017. 2017 (0) 2017
    Conference paper
    Boguslaw Cyganek, Michal Wozniak.
    Efficient Real-Time Background Detection Based on the PCA Subspace Decomposition.
    Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part I 2017 (0) 2017
    Conference paper
    Michal Koziarski, Bartosz Krawczyk, Michal Wozniak.
    Radial-Based Approach to Imbalanced Data Oversampling.
    Hybrid Artificial Intelligent Systems - 12th International Conference, HAIS 2017, La Rioja, Spain, June 21-23, 2017, Proceedings 2017 (0) 2017
    Conference paper
    Bartosz Krawczyk, Michal Wozniak.
    Online query by committee for active learning from drifting data streams.
    2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, AK, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    Sergio Ramírez-Gallego, Bartosz Krawczyk, Salvador García, Michal Wozniak, José Manuel Benítez, Francisco Herrera.
    Nearest Neighbor Classification for High-Speed Big Data Streams Using Spark.
    IEEE Trans. Systems, Man, and Cybernetics: Systems 2017, Volume 47 (0) 2017
    Conference paper
    Boguslaw Cyganek, Michal Wozniak.
    Tensor-Based Shot Boundary Detection in Video Streams.
    New Generation Comput. 2017, Volume 35 (0) 2017
    Conference paper
    Boguslaw Cyganek, Michal Wozniak.
    A Tensor Framework for Data Stream Clustering and Compression.
    Image Analysis and Processing - ICIAP 2017 - 19th International Conference, Catania, Italy, September 11-15, 2017, Proceedings, Part I 2017 (0) 2017
    Conference paper
    Piotr Sobolewski, Michal Wozniak.
    SCR: simulated concept recurrence - a non-supervised tool for dealing with shifting concept.
    Expert Systems 2017, Volume 34 (0) 2017
    Conference paper
    Michal Koziarski, Bartosz Krawczyk, Michal Wozniak.
    The deterministic subspace method for constructing classifier ensembles.
    Pattern Anal. Appl. 2017, Volume 20 (0) 2017
    Conference paper
    Pawel Ksieniewicz, Michal Wozniak.
    Dealing with the task of imbalanced, multidimensional data classification using ensembles of exposers.
    First International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017, Skopje, Macedonia (0) 2017
    Conference paper
    Michal Choras, Michal Wozniak.
    Concept Drift Analysis for Improving Anomaly Detection Systems in Cybersecurity.
    Advances in Cybersecurity - Proceedings of the 2017 Central European Cybersecurity Conference, CECC 2017, Ljubljana, Slovenia, November 16-17, 2017 2017 (0) 2017
    Journal article
    Emilio Corchado, Ajith Abraham, André Carlos Ponce de Leon Ferreira de Carvalho, Michal Wozniak, Sung-Bae Cho, Héctor Quintián-Pardo.
    Recent advancements in hybrid artificial intelligence systems and its application to real-world problems.
    Neurocomputing 2016, Volume 176 (0) 2016
    Conference paper
    Pedro López-García 0002, Michal Wozniak, Enrique Onieva, Asier Perallos.
    Hybrid Optimization Method Applied to Adaptive Splitting and Selection Algorithm.
    Hybrid Artificial Intelligent Systems - 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings 2016 (0) 2016
    Conference paper
    Michal Wozniak, Boguslaw Cyganek, Andrzej Kasprzak, Pawel Ksieniewicz, Krzysztof Walkowiak.
    Active Learning Classifier for Streaming Data.
    Hybrid Artificial Intelligent Systems - 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings 2016 (0) 2016
    Conference paper
    Boguslaw Cyganek, Michal Wozniak, Dariusz Jankowski.
    Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions.
    Hybrid Artificial Intelligent Systems - 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings 2016 (0) 2016
    Conference paper
    Boguslaw Cyganek, Michal Wozniak.
    On Robust Computation of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition.
    Software Engineering Perspectives and Application in Intelligent Systems - Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol 2 2016 (0) 2016
    Journal article
    Bartosz Krawczyk, Michal Wozniak.
    Untrained weighted classifier combination with embedded ensemble pruning.
    Neurocomputing 2016, Volume 196 (0) 2016
    Journal article
    José A. Sáez, Bartosz Krawczyk, Michal Wozniak.
    Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets.
    Pattern Recognition 2016, Volume 57 (0) 2016
    Conference paper
    Boguslaw Cyganek, Michal Wozniak.
    Efficient Computation of the Tensor Chordal Kernels.
    Graph-Based Representation and Reasoning - 22nd International Conference on Conceptual Structures, ICCS 2016, Annecy, France, July 5-7, 2016, Proceedings 2016 (0) 2016
    Conference paper
    Michal Wozniak, Bartosz Krawczyk.
    Workshop on Nonstationary Models of Pattern Recognition and Classifier Combinations.
    Graph-Based Representation and Reasoning - 22nd International Conference on Conceptual Structures, ICCS 2016, Annecy, France, July 5-7, 2016, Proceedings 2016 (0) 2016
    Show item 1 to 25 of 191  

    Your query returned 191 matches in the database.