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Konrad Jackowski

My research activities:
• machine learning, data mining, and learning on streaming data
• ensemble classifier systems
• application of metaheuristic optimisation algorithms such as genetic algorithms for developing compound decision making systems

Teaching:
• Advanced AI techniques such as: machine learning algorithms, fuzzy systems, neuro-fuzzy systems, Bayesian networks
• Developing mobile and WEB application
• IT project management


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Wybrane publikacje
Artykuły w czasopismach
Pawel ksieniewicz Paweł Ksieniewicz
Dariusz.jankowski Dariusz Jankowski
Konrad.jackowski Konrad Jackowski
Img 2694 small Michał Woźniak
+2
A novel hyperspectral segmentation algorithm - concept and evaluation 
in LOGIC JOURNAL OF THE IGPL, 2015
Konrad.jackowski Konrad Jackowski
+1
A learning-based colour image segmentation with extended and compact structural tensor feature representation 
in Pattern Analysis and Applications, 2016
Konrad.jackowski Konrad Jackowski
Dariusz.jankowski Dariusz Jankowski
+1
Learning decision trees from data streams with concept drift 
in Procedia Computer Science, 2016
Konrad.jackowski Konrad Jackowski
Fixed-size ensemble classifier system evolutionarily adapted to a recurring context with an unlimited pool of classifiers 
in PATTERN ANALYSIS AND APPLICATIONS, 2014
Ja 2017 Bartosz Krawczyk
Konrad.jackowski Konrad Jackowski
Img 2694 small Michał Woźniak
Application of adaptive splitting and selection classifier to the SPAM filtering problem 
in CYBERNETICS AND SYSTEMS, 2013
Ja 2017 Bartosz Krawczyk
Konrad.jackowski Konrad Jackowski
Img 2694 small Michał Woźniak
Improved adaptive splitting and selection: the hybrid training method of a classifier based on a feature space partitioning 
in International Journal of Neural Systems, 2014
Konrad.jackowski Konrad Jackowski
+3
Dimensionality reduction, and function approximation of poly(lactic-co-glycolic acid) micro- and nanoparticle dissolution rate 
in International Journal of Nanomedicine, 2015
Konrad.jackowski Konrad Jackowski
+2
Automatic segmentation of brain tumors using tensor analysis and multomodal MRI 
in Journal of Medical Informatics & Technologies, 2015
Konrad.jackowski Konrad Jackowski
Adaptive splitting and selection algorithm for regression 
in NEW GENERATION COMPUTING, 2015
Publikacje konferencyjne
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