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Michal Wozniak
2010 – today
- 2014
[b1]Michal Wozniak: Hybrid Classifiers - Methods of Data, Knowledge, and Classifier Combination. Studies in Computational Intelligence 519, Springer 2014, ISBN 978-3-642-40996-7, pp. 1-180- 2013
- [j24]Krzysztof Walkowiak, Michal Wozniak: Guest Editorial: Intelligent Network Security and Survivability. Cybernetics and Systems 44(6-7): 467-468 (2013)
- [j23]Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak: Application of Adaptive Splitting and Selection Classifier to the Spam Filtering Problem. Cybernetics and Systems 44(6-7): 569-588 (2013)
- [j22]Sanguthevar Rajasekaran, Michal Wozniak: Special section on invited papers from NetCoM-2009. Future Generation Comp. Syst. 29(1): 241 (2013)
- [j21]Piotr Sobolewski, Michal Wozniak: Concept Drift Detection and Model Selection with Simulated Recurrence and Ensembles of Statistical Detectors. J. UCS 19(4): 462-483 (2013)
- [j20]Manuel Graña, Michal Wozniak, Nima Hatami: Special issue on "Innovative knowledge based techniques in pattern recognition". Pattern Recognition Letters 34(14): 1567-1568 (2013)
- [j19]Pawel Filipczuk, Bartosz Krawczyk, Michal Wozniak: Classifier ensemble for an effective cytological image analysis. Pattern Recognition Letters 34(14): 1748-1757 (2013)
- [c52]Bartosz Krawczyk, Michal Wozniak, Tomasz Orczyk, Piotr Porwik: Adaptive Splitting and Selection Method for Noninvasive Recognition of Liver Fibrosis Stage. ACIIDS (2) 2013: 215-224
- [c51]Michal Wozniak: Application of Combined Classifiers to Data Stream Classification. CISIM 2013: 13-23
- [c50]Michal Wozniak, Andrzej Kasprzak, Piotr Cal: Weighted Aging Classifier Ensemble for the Incremental Drifted Data Streams. FQAS 2013: 579-588
- [c49]Bartosz Krawczyk, Michal Wozniak: Distributed Privacy-Preserving Minimal Distance Classification. HAIS 2013: 462-471
- [c48]Bartosz Krawczyk, Michal Wozniak: Pruning One-Class Classifier Ensembles by Combining Sphere Intersection and Consistency Measures. ICAISC (1) 2013: 426-436
- [e8]Jeng-Shyang Pan, Marios M. Polycarpou, Michal Wozniak, André C. P. L. F. Carvalho, Héctor Quintián-Pardo, Emilio Corchado (Eds.): Hybrid Artificial Intelligent Systems - 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings. Lecture Notes in Computer Science 8073, Springer 2013, ISBN 978-3-642-40845-8
- 2012
- [j18]Michal Wozniak, Bartosz Krawczyk: Combined classifier based on feature space partitioning. Applied Mathematics and Computer Science 22(4): 855-866 (2012)
- [j17]Marek Kurzynski, Michal Wozniak: Combining classifiers under probabilistic models: experimental comparative analysis of methods. Expert Systems 29(4): 374-393 (2012)
- [j16]Manuel Graña, Emilio Corchado, Michal Wozniak: Special issue: HAIS 2010. Logic Journal of the IGPL 20(3): 533-535 (2012)
- [j15]Bartosz Kurlej, Michal Wozniak: Active learning approach to concept drift problem. Logic Journal of the IGPL 20(3): 550-559 (2012)
- [j14]Tomasz Kacprzak, Krzysztof Walkowiak, Michal Wozniak: Optimization of overlay distributed computing systems for multiple classifier system - heuristic approach. Logic Journal of the IGPL 20(4): 677-688 (2012)
- [j13]Emilio Corchado, Manuel Graña, Michal Wozniak: Editorial: New trends and applications on hybrid artificial intelligence systems. Neurocomputing 75(1): 61-63 (2012)
- [j12]Tomasz Wilk, Michal Wozniak: Soft computing methods applied to combination of one-class classifiers. Neurocomputing 75(1): 185-193 (2012)
- [j11]Manuel Graña, Emilio Corchado, Michal Wozniak: Special Issue on Hybrid Artificial Intelligent Systems. Journal of Mathematical Imaging and Vision 42(2-3): 101-102 (2012)
- [c47]Piotr Sobolewski, Michal Wozniak: Data with Shifting Concept Classification Using Simulated Recurrence. ACIIDS (1) 2012: 403-412
- [c46]Piotr Sobolewski, Michal Wozniak: Enhancing Concept Drift Detection with Simulated Recurrence. ADBIS Workshops 2012: 153-162
- [c45]Bartosz Krawczyk, Gerald Schaefer, Michal Wozniak: Breast thermogram analysis using a cost-sensitive multiple classifier system. BHI 2012: 507-510
- [c44]Bartosz Krawczyk, Michal Wozniak: Experiments on distance measures for combining one-class classifiers. FedCSIS 2012: 89-92
- [c43]Piotr Cal, Michal Wozniak: Drift Detection and Model Selection Algorithms: Concept and Experimental Evaluation. HAIS (2) 2012: 558-568
- [c42]
- [c41]Boguslaw Cyganek, Michal Wozniak: Pixel-Based Object Detection and Tracking with Ensemble of Support Vector Machines and Extended Structural Tensor. ICCCI (1) 2012: 104-113
- [c40]
- [c39]Bartosz Krawczyk, Pawel Filipczuk, Michal Wozniak: Adaptive Splitting and Selection Algorithm for Classification of Breast Cytology Images. ICCCI (1) 2012: 475-484
- [c38]Konrad Gajewski, Michal Wozniak: Performance Evaluation of Hybrid Implementation of Support Vector Machine. IDEAL 2012: 779-786
- [c37]Konrad Jackowski, Bartosz Krawczyk, Michal Wozniak: Cost-Sensitive Splitting and Selection Method for Medical Decision Support System. IDEAL 2012: 850-857
- [c36]Marcin Zmyslony, Bartosz Krawczyk, Michal Wozniak: Combined Classifiers with Neural Fuser for Spam Detection. CISIS/ICEUTE/SOCO Special Sessions 2012: 245-252
- [c35]Karol Wrótniak, Michal Wozniak: Combined Bayesian Classifiers Applied to Spam Filtering Problem. CISIS/ICEUTE/SOCO Special Sessions 2012: 253-260
- [e7]Natarajan Meghanathan, Michal Wozniak (Eds.): The Second International Conference on Computational Science, Engineering and Information Technology, CCSEIT '12, Coimbatore, India, October 26-28, 2012. ACM 2012, ISBN 978-1-4503-1310-0
- [e6]Emilio Corchado, Václav Snásel, Ajith Abraham, Michal Wozniak, Manuel Graña, Sung-Bae Cho (Eds.): Hybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part I. Lecture Notes in Computer Science 7208, Springer 2012, ISBN 978-3-642-28941-5
- [e5]Emilio Corchado, Václav Snásel, Ajith Abraham, Michal Wozniak, Manuel Graña, Sung-Bae Cho (Eds.): Hybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part II. Lecture Notes in Computer Science 7209, Springer 2012, ISBN 978-3-642-28930-9
- 2011
- [j10]Michal Wozniak, Limsoon Wong, Jerzy Tiuryn: CAMBerVis: visualization software to support comparative analysis of multiple bacterial strains. Bioinformatics 27(23): 3313-3314 (2011)
- [j9]Emilio Corchado, Michal Wozniak: Editorial: Neuro-symbolic Algorithms and Models for Bio-inspired Systems. Logic Journal of the IGPL 19(2): 289-292 (2011)
- [j8]Michal Przewozniczek, Krzysztof Walkowiak, Michal Wozniak: Optimizing distributed computing systems for k-nearest neighbours classifiers - evolutionary approach. Logic Journal of the IGPL 19(2): 357-372 (2011)
- [j7]Michal Wozniak: A hybrid decision tree training method using data streams. Knowl. Inf. Syst. 29(2): 335-347 (2011)
- [c34]Michal Wozniak, Marcin Zmyslony: Combining Classifier with a Fuser Implemented as a One Layer Perceptron. ACIIDS (2) 2011: 282-291
- [c33]Tomasz Kajdanowicz, Michal Wozniak, Przemyslaw Kazienko: Multiple Classifier Method for Structured Output Prediction Based on Error Correcting Output Codes. ACIIDS (2) 2011: 333-342
- [c32]Michal Wozniak: Knowledge Source Confidence Measure Applied to a Rule-Based Recognition System. ACIIDS (1) 2011: 425-434
- [c31]Tomasz Wilk, Michal Wozniak: Complexity and Multithreaded Implementation Analysis of One Class-Classifiers Fuzzy Combiner. HAIS (2) 2011: 237-244
- [c30]Piotr Sobolewski, Michal Wozniak: Artificial Recurrence for Classification of Streaming Data with Concept Shift. ICAIS 2011: 76-87
- [c29]Bartosz Kurlej, Michal Wozniak: Learning Curve in Concept Drift While Using Active Learning Paradigm. ICAIS 2011: 98-106
- [c28]Krzysztof Walkowiak, Szymon Sztajer, Michal Wozniak: Decentralized Distributed Computing System for Privacy-Preserving Combined Classifiers - Modeling and Optimization. ICCSA (1) 2011: 512-525
- [e4]Emilio Corchado, Marek Kurzynski, Michal Wozniak (Eds.): Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6678, Springer 2011, ISBN 978-3-642-21218-5
- [e3]Emilio Corchado, Marek Kurzynski, Michal Wozniak (Eds.): Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6679, Springer 2011, ISBN 978-3-642-21221-5
- 2010
- [j6]Michal Wozniak, Jerzy Tiuryn, Janusz Dutkowski: MODEVO: exploring modularity and evolution of protein interaction networks. Bioinformatics 26(14): 1790-1791 (2010)
- [j5]
- [j4]Konrad Jackowski, Michal Wozniak: Method of classifier selection using the genetic approach. Expert Systems 27(2): 114-128 (2010)
- [j3]Wojciech Penar, Michal Wozniak: Cost-sensitive methods of constructing hierarchical classifiers. Expert Systems 27(3): 146-155 (2010)
- [c27]Michal Wozniak, Limsoon Wong, Jerzy Tiuryn: CAMBer: An approach to support comparative analysis of multiple bacterial strains. BIBM 2010: 121-126
- [c26]Michal Wozniak, Marcin Zmyslony: Designing Fusers on the Basis of Discriminants - Evolutionary and Neural Methods of Training. HAIS (1) 2010: 590-597
- [c25]Michal Wozniak, Marcin Zmyslony: Designing combining classifier with trained fuser - Analytical and experimental evaluation. ISDA 2010: 154-159
- [c24]Bartosz Kurlej, Piotr Sobolewski, Michal Wozniak: Simple combining classifiers for a special case of incremental concept drift problem. ISDA 2010: 160-165
- [c23]Tomasz Kacprzak, Krzysztof Walkowiak, Michal Wozniak: GRASP Algorithm for Optimization of Grids for Multiple Classifier System. SOCO 2010: 137-144
2000 – 2009
- 2009
- [j2]Konrad Jackowski, Michal Wozniak: Algorithm of designing compound recognition system on the basis of combining classifiers with simultaneous splitting feature space into competence areas. Pattern Anal. Appl. 12(4): 415-425 (2009)
- [c22]Konrad Jackowski, Michal Wozniak: Adaptive Splitting and Selection Method of Classifier Ensemble Building. HAIS 2009: 525-532
- [c21]Michal Wozniak, Konrad Jackowski: Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting. HAIS 2009: 541-548
- [c20]Michal Wozniak: Modification of Nested Hyperrectangle Exemplar as a Proposition of Information Fusion Method. IDEAL 2009: 687-694
- [c19]Krzysztof Walkowiak, Michal Wozniak: Modeling of Network Computing Systems for Decision Tree Induction Tasks. IDEAL 2009: 759-766
- [c18]Michal Wozniak: Evolutionary Approach to Produce Classifier Ensemble based on Weighted Voting. NaBIC 2009: 648-653
- 2008
- [c17]Michal Wozniak, Konrad Jackowski: Fusers Based on Classifier Response and Discriminant Function - Comparative Study. HAIS 2008: 361-368
- [c16]
- [c15]Michal Wozniak: Classifier Fusion Based on Weighted Voting - Analytical and Experimental Results. ISDA (2) 2008: 687-692
- [p3]Michal Wozniak: Experiments with Trained and Untrained Fusers. Innovations in Hybrid Intelligent Systems 2008: 144-150
- [p2]Wojciech Penar, Michal Wozniak: Experiments on Classifiers Obtained Via Decision Tree Induction Methods with Different Attribute Acquisition Cost Limit. Computer Recognition Systems 2 2008: 371-377
- [p1]Michal Wozniak: Experiments on Linear Combiners. Information Technologies in Biomedicine 2008: 445-452
- [e2]Marek Kurzynski, Edward Puchala, Michal Wozniak, Andrzej Zolnierek (Eds.): Computer Recognition Systems 2. Advances in Soft Computing 45, Springer 2008, ISBN 978-3-540-75174-8
- 2006
- [j1]Michal Wozniak: Proposition of common classifier construction for pattern recognition with context task. Knowl.-Based Syst. 19(8): 617-624 (2006)
- [c14]Michal Wozniak: Adaptive Weights Calculation Procedure for Weighted Voting - Idea and Experimental Results. Industrial Conference on Data Mining - Posters 2006: 19-29
- [c13]
- 2005
- [c12]Michal Wozniak: Some Propositions of Information Fusion for Pattern Recognition with Context Task. Australian Conference on Artificial Intelligence 2005: 1258-1261
- [c11]Wojciech Penar, Michal Wozniak: Machine Learning Methods for Dialysis Therapy Decision Problem - Comparative Study. CORES 2005: 653-659
- [c10]Michal Wozniak: Three Classifiers for Acute Abdominal Pain Diagnosis - Comparative Study. International Conference on Computational Science (3) 2005: 929-932
- [c9]
- [c8]Michal Wozniak: Markov Chains Pattern Recognition Approach Applied to the Medical Diagnosis Tasks. ISBMDA 2005: 231-241
- [e1]Marek Kurzynski, Edward Puchala, Michal Wozniak, Andrzej Zolnierek (Eds.): Computer Recognition Systems, Proceedings of the 4th International Conference on Computer Recognition Systems, CORES'05, May 22-25, 2005, Rydzyna Castle, Poland. Advances in Soft Computing 30, Springer 2005, ISBN 978-3-540-25054-8
- 2004
- [c7]Michal Wozniak: Proposition of Boosting Algorithm for Probabilistic Decision Support System. International Conference on Computational Science 2004: 675-678
- [c6]Michal Wozniak: Information Fusion for Probabilistic Reasoning and Its Application to the Medical Decision Support Systems. ICCSA (3) 2004: 593-601
- 2003
- [c5]Michal Wozniak: Application of the Confidence Measure in Knowledge Acquisition Process. International Conference on Computational Science 2003: 635-643
- [c4]Michal Wozniak: Case- and Rule-Based Algorithms for the Contextual Pattern Recognition Problem. ICCSA (1) 2003: 89-98
- [c3]Michal Wozniak: Proposition of the Quality Measure for the Probabilistic Decision Support System. IEA/AIE 2003: 686-691
- [c2]Michal Wozniak: Concept of the Knowledge Quality Management for Rule-Based Decision System. IIS 2003: 575-579
1990 – 1999
- 1995
- [c1]Marek Kurzynski, Michal Wozniak, Alexandra Blinowska: Diagnosis of Human Acid-Base Balance States via Combined Pattern Recognition of Markov Chains. AIME 1995: 405-406
Coauthor Index
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last updated on 2013-10-02 11:07 CEST by the dblp team