Michal Wozniak
Orcid: 0000-0003-0146-4205Affiliations:
- Wroclaw University of Science and Technology, Poland
According to our database1,
Michal Wozniak
authored at least 286 papers
between 1995 and 2024.
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Bibliography
2024
DMF-Net: A Dual Remote Sensing Image Fusion Network Based on Multiscale Convolutional Dense Connectivity With Performance Measure.
IEEE Trans. Instrum. Meas., 2024
2023
Inf. Sci., June, 2023
SVM ensemble training for imbalanced data classification using multi-objective optimization techniques.
Appl. Intell., June, 2023
<i>Alphabet Flatting</i> as a variant of n-gram feature extraction method in ensemble classification of fake news.
Eng. Appl. Artif. Intell., April, 2023
Appl. Soft Comput., February, 2023
A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism.
CoRR, 2023
Proceedings of the Advanced, Contemporary Control, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023
Proceedings of the Artificial Intelligence and Soft Computing, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
A Continual Learning System with Self Domain Shift Adaptation for Fake News Detection.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy.
Proceedings of the Progress on Pattern Classification, Image Processing and Communications, 2023
2022
An analysis of heuristic metrics for classifier ensemble pruning based on ordered aggregation.
Pattern Recognit., 2022
J. Univers. Comput. Sci., 2022
Technical solution to counter potential crime: Text analysis to detect fake news and disinformation.
J. Comput. Sci., 2022
How Machine Learning May Prevent the Breakdown of Democracy by Contributing to Fake News Detection.
IT Prof., 2022
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification.
CoRR, 2022
Deterministic Sampling Classifier with weighted Bagging for drifted imbalanced data stream classification.
Appl. Soft Comput., 2022
The double-edged sword of AI: Ethical Adversarial Attacks to counter artificial intelligence for crime.
AI Ethics, 2022
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022
Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022
Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022
Automated identification of systematic performance changes in 5G networks by changepoint tracking.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the Artificial Intelligence and Soft Computing, 2022
Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022
2021
RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification.
Mach. Learn., 2021
J. Comput. Sci., 2021
Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams.
Inf. Fusion, 2021
Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients Under General Anesthesia.
Log. J. IGPL, 2021
Editorial: Applying Machine Learning for Combating Fake News and Internet/Media Content Manipulation.
Appl. Soft Comput., 2021
Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study.
Appl. Soft Comput., 2021
Proceedings of the Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2021
Evaluating and Explaining Generative Adversarial Networks for Continual Learning under Concept Drift.
Proceedings of the 2021 International Conference on Data Mining, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Application of Multi-objective Optimization to Feature Selection for a Difficult Data Classification Task.
Proceedings of the Computational Science - ICCS 2021, 2021
Dynamic Ensemble Selection for Imbalanced Data Stream Classification with Limited Label Access.
Proceedings of the Artificial Intelligence and Soft Computing, 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
Neural Comput. Appl., 2020
Combined Cleaning and Resampling algorithm for multi-class imbalanced data with label noise.
Knowl. Based Syst., 2020
Special Issue SOCO 2017: New trends in soft computing and its application in industrial and environmental problems.
Neurocomputing, 2020
Training set selection and swarm intelligence for enhanced integration in multiple classifier systems.
Appl. Soft Comput., 2020
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance.
Proceedings of the Computational Science - ICCS 2020, 2020
Performance Analysis of Binarization Strategies for Multi-class Imbalanced Data Classification.
Proceedings of the Computational Science - ICCS 2020, 2020
Proceedings of the Computational Science - ICCS 2020, 2020
Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification.
Proceedings of the Computational Science - ICCS 2020, 2020
Combination of Active and Random Labeling Strategy in the Non-stationary Data Stream Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020
Data Preprocessing for des-knn and Its Application to Imbalanced Medical Data Classification.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020
2019
J. Intell. Fuzzy Syst., 2019
Special issue HAIS 2014: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems.
Neurocomputing, 2019
Neurocomputing, 2019
Neurocomputing, 2019
Monotonic classification: An overview on algorithms, performance measures and data sets.
Neurocomputing, 2019
Special issue on hybrid artificial intelligence systems from the HAIS 2017 conference - Editorial.
Neurocomputing, 2019
Data Preprocessing and Dynamic Ensemble Selection for Imbalanced Data Stream Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Image Processing and Communications, 2019
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019
Proceedings of the Computational Science - ICCS 2019, 2019
Classifier Selection for Highly Imbalanced Data Streams with Minority Driven Ensemble.
Proceedings of the Artificial Intelligence and Soft Computing, 2019
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019
Proceedings of the Progress in Computer Recognition Systems, 2019
Proceedings of the Progress in Computer Recognition Systems, 2019
2018
Dynamic ensemble selection for multi-class classification with one-class classifiers.
Pattern Recognit., 2018
Advanced Analysis of Data Streams for Critical Infrastructures Protection and Cybersecurity.
J. Univers. Comput. Sci., 2018
Ensemble of Extreme Learning Machines with trained classifier combination and statistical features for hyperspectral data.
Neurocomputing, 2018
Complex., 2018
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the ECML PKDD 2018 Workshops, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018
Multi-class Imbalanced Data Oversampling for Vertebral Column Pathologies Classification.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
IEEE Trans. Syst. Man Cybern. Syst., 2017
Pattern Anal. Appl., 2017
J. Intell. Fuzzy Syst., 2017
A survey on data preprocessing for data stream mining: Current status and future directions.
Neurocomputing, 2017
SCR: simulated concept recurrence - a non-supervised tool for dealing with shifting concept.
Expert Syst. J. Knowl. Eng., 2017
Fault diagnosis of marine 4-stroke diesel engines using a one-vs-one extreme learning ensemble.
Eng. Appl. Artif. Intell., 2017
CCR: A combined cleaning and resampling algorithm for imbalanced data classification.
Int. J. Appl. Math. Comput. Sci., 2017
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, 2017
Dealing with the task of imbalanced, multidimensional data classification using ensembles of exposers.
Proceedings of the First International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Artificial Intelligence and Soft Computing, 2017
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017
Proceedings of the Advances in Cybersecurity, 2017
2016
Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets.
Pattern Recognit., 2016
Neurocomputing, 2016
Recent advancements in hybrid artificial intelligence systems and its application to real-world problems.
Neurocomputing, 2016
On the Influence of Class Noise in Medical Data Classification: Treatment Using Noise Filtering Methods.
Appl. Artif. Intell., 2016
Appl. Artif. Intell., 2016
Appl. Artif. Intell., 2016
Proceedings of the Image Processing and Communications Challenges 8, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016
Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016
Tackling label noise with multi-class decomposition using fuzzy one-class support vector machines.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
Proceedings of the Data Mining and Big Data, First International Conference, 2016
Proceedings of the Data Mining and Big Data, First International Conference, 2016
Proceedings of the Data Mining and Big Data, First International Conference, 2016
On Robust Computation of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition.
Proceedings of the Software Engineering Perspectives and Application in Intelligent Systems, 2016
Proceedings of the Computer Information Systems and Industrial Management, 2016
2015
One-class classifiers with incremental learning and forgetting for data streams with concept drift.
Soft Comput., 2015
On the usefulness of one-class classifier ensembles for decomposition of multi-class problems.
Pattern Recognit., 2015
Int. J. Parallel Emergent Distributed Syst., 2015
An Improved Vehicle Logo Recognition Using a Classifier Ensemble Based on Pattern Tensor Representation and Decomposition.
New Gener. Comput., 2015
J. Comput. Sci., 2015
Special issue HAIS 2012: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems.
Neurocomputing, 2015
Log. J. IGPL, 2015
Multidimensional data classification with chordal distance based kernel and Support Vector Machines.
Eng. Appl. Artif. Intell., 2015
Artif. Intell. Medicine, 2015
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Impact of fanout and transmission reach on performance of multicasting in Elastic Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015
Cost-Sensitive Neural Network with ROC-Based Moving Threshold for Imbalanced Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015
Algorithms for calculation of candidate trees for efficient multicasting in elastic optical networks.
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015
Proceedings of the International Conference on Computational Science, 2015
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Combining nearest neighbour classifiers based on small subsamples for big data analytics.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015
Reacting to different types of concept drift with adaptive and incremental one-class classifiers.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015
Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015
2014
Studies in Computational Intelligence 519, Springer, ISBN: 978-3-642-40996-7, 2014
Improved Adaptive Splitting and Selection: the Hybrid Training Method of a Classifier Based on a Feature Space Partitioning.
Int. J. Neural Syst., 2014
Optimization of Multicast Traffic in Elastic Optical Networks With Distance-Adaptive Transmission.
IEEE Commun. Lett., 2014
Appl. Soft Comput., 2014
Influence of Distance Measures on the Effectiveness of One-Class Classification Ensembles.
Appl. Artif. Intell., 2014
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Identifying Features with Concept Drift in Multidimensional Data Using Statistical Tests.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Handling Label Noise in Microarray Classification with One-Class Classifier Ensemble.
Proceedings of the ICT Innovations 2014, 2014
Hypertension Type Classification Using Hierarchical Ensemble of One-Class Classifiers for Imbalanced Data.
Proceedings of the ICT Innovations 2014, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Clustering-Based Ensemble of One-Class Classifiers for Hyperspectral Image Segmentation.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014
Experiments on simultaneous combination rule training and ensemble pruning algorithm.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Ensemble Learning, 2014
Weighted one-class classification for different types of minority class examples in imbalanced data.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014
A first attempt on evolutionary prototype reduction for nearest neighbor one-class classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014
2013
Stud. Inform. Univ., 2013
Pattern Recognit. Lett., 2013
Pattern Recognit. Lett., 2013
Concept Drift Detection and Model Selection with Simulated Recurrence and Ensembles of Statistical Detectors.
J. Univers. Comput. Sci., 2013
Future Gener. Comput. Syst., 2013
Application of Adaptive Splitting and Selection Classifier to the Spam Filtering Problem.
Cybern. Syst., 2013
Proceedings of the IEEE 8th International Symposium on Applied Computational Intelligence and Informatics, 2013
Weighed Aging Ensemble of Heterogenous Classifiers for Incremental Drift Classification.
Proceedings of the Advances in Soft Computing and Its Applications, 2013
Pruning One-Class Classifier Ensembles by Combining Sphere Intersection and Consistency Measures.
Proceedings of the Artificial Intelligence and Soft Computing, 2013
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013
Proceedings of the Flexible Query Answering Systems - 10th International Conference, 2013
A framework for image analysis and object recognition in industrial applications with the ensemble of classifiers.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013
Proceedings of the Distributed Computing and Artificial Intelligence, 2013
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013
Cost Sensitive Hierarchical Classifiers for Non-invasive Recognition of Liver Fibrosis Stage.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013
Proceedings of the Computer Information Systems and Industrial Management, 2013
Combining one-class classifiers for imbalanced classification of breast thermogram features.
Proceedings of the 2013 Fourth International Workshop on Computational Intelligence in Medical Imaging, 2013
Proceedings of the IEEE Symposium on Computational Intelligence and Ensemble Learning, 2013
Accuracy and diversity in classifier selection for one-class classification ensembles.
Proceedings of the IEEE Symposium on Computational Intelligence and Ensemble Learning, 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013
Adaptive Splitting and Selection Method for Noninvasive Recognition of Liver Fibrosis Stage.
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013
2012
Neurocomputing, 2012
Neurocomputing, 2012
Optimization of overlay distributed computing systems for multiple classifier system - heuristic approach.
Log. J. IGPL, 2012
Combining classifiers under probabilistic models: experimental comparative analysis of methods.
Expert Syst. J. Knowl. Eng., 2012
Int. J. Appl. Math. Comput. Sci., 2012
Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012
Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012
Proceedings of the Image Processing and Communications Challenges 4, 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012
Adaptive Splitting and Selection Algorithm for Classification of Breast Cytology Images.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012
Pixel-Based Object Detection and Tracking with Ensemble of Support Vector Machines and Extended Structural Tensor.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
Proceedings of the New Trends in Databases and Information Systems, 2012
Proceedings of the Intelligent Information and Database Systems - 4th Asian Conference, 2012
2011
Proceedings of the Computer Recognition Systems 4, 2011
Optimizing distributed computing systems for <i>k-nearest neighbours</i> classifiers - evolutionary approach.
Log. J. IGPL, 2011
Log. J. IGPL, 2011
Proceedings of the Image Processing and Communications Challenges 3, 2011
Decentralized Distributed Computing System for Privacy-Preserving Combined Classifiers - Modeling and Optimization.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011
Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011
Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011
Complexity and Multithreaded Implementation Analysis of One Class-Classifiers Fuzzy Combiner.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011
Proceedings of the Intelligent Information and Database Systems, 2011
Proceedings of the Intelligent Information and Database Systems, 2011
Multiple Classifier Method for Structured Output Prediction Based on Error Correcting Output Codes.
Proceedings of the Intelligent Information and Database Systems, 2011
2010
Expert Syst. J. Knowl. Eng., 2010
Expert Syst. J. Knowl. Eng., 2010
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2010
Designing combining classifier with trained fuser - Analytical and experimental evaluation.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010
Simple combining classifiers for a special case of incremental concept drift problem.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010
Fusion Methods for the Two Class Recognition Problem - Analytical and Experimental Results.
Proceedings of the Image Processing and Communications Challenges 2, 2010
Designing Fusers on the Basis of Discriminants - Evolutionary and Neural Methods of Training.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010
2009
Proceedings of the Computer Recognition Systems 3, 2009
Algorithm of designing compound recognition system on the basis of combining classifiers with simultaneous splitting feature space into competence areas.
Pattern Anal. Appl., 2009
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009
Modification of Nested Hyperrectangle Exemplar as a Proposition of Information Fusion Method.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Proceedings of the Man-Machine Interactions, 2009
Bayes Multistage Classifier and Boosted C4.5 Algorithm in Acute Abdominal Pain Diagnosis.
Proceedings of the Man-Machine Interactions, 2009
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009
2008
Proceedings of the Innovations in Hybrid Intelligent Systems, 2008
Proceedings of the Information Technologies in Biomedicine, 2008
Experiments on Classifiers Obtained Via Decision Tree Induction Methods with Different Attribute Acquisition Cost Limit.
Proceedings of the Computer Recognition Systems 2, 2008
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008
2006
Proposition of common classifier construction for pattern recognition with context task.
Knowl. Based Syst., 2006
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006
Adaptive Weights Calculation Procedure for Weighted Voting - Idea and Experimental Results.
Proceedings of the 6th Industrial Conference on Data Mining, Poster Proceedings, 2006
2005
Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005
Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005
Proceedings of the Computational Science, 2005
Proceedings of the Computer Recognition Systems, 2005
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005
2004
Information Fusion for Probabilistic Reasoning and Its Application to the Medical Decision Support Systems.
Proceedings of the Computational Science and Its Applications, 2004
Proceedings of the Computational Science, 2004
2003
Concept of the Knowledge Quality Management for Rule-Based Decision System.
Proceedings of the Intelligent Information Processing and Web Mining, 2003
Proceedings of the Developments in Applied Artificial Intelligence, 2003
Proceedings of the Computational Science and Its Applications, 2003
Proceedings of the Computational Science - ICCS 2003, 2003
1995
Diagnosis of Human Acid-Base Balance States via Combined Pattern Recognition of Markov Chains.
Proceedings of the Artificial Intelligence Medicine, 1995