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Norbert Jankowski, PhD

Affiliations: 
of Informatics Nicolaus Copernicus University 
Area:
neural networks, machine learning, data mining
Website:
http://www.is.umk.pl/~norbert/
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"Norbert Jankowski"
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SNBCP
Cross-listing: MathTree

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Publications

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Jankowski N, Linowiecki R. (2019) A Fast Neural Network Learning Algorithm with Approximate Singular Value Decomposition International Journal of Applied Mathematics and Computer Science. 29: 581-594
Jankowski N. (2018) Comparison of Prototype Selection Algorithms Used in Construction of Neural Networks Learned by SVD International Journal of Applied Mathematics and Computer Science. 28: 719-733
Jankowski N. (2013) Complexity measures for meta-learning and their optimality Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7070: 198-210
Jankowski N. (2012) Graph-based generation of a meta-learning search space International Journal of Applied Mathematics and Computer Science. 22: 647-667
Duch W, Jankowski N, Maszczyk T. (2012) Make it cheap: Learning with O(nd) complexity Proceedings of the International Joint Conference On Neural Networks
Grbczewski K, Jankowski N. (2011) Saving time and memory in computational intelligence system with machine unification and task spooling Knowledge-Based Systems. 24: 570-588
Jankowski N, Gra̧bczewski K. (2011) Universal meta-learning architecture and algorithms Studies in Computational Intelligence. 358: 1-76
Jankowski N, Gra̧bczewski K. (2010) Increasing efficiency of data mining systems by machine unification and double machine cache Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6113: 380-387
Gra̧bczewski K, Jankowski N. (2010) Task management in advanced computational intelligence system Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6113: 331-338
Jankowski N, Grabczewski K. (2008) Building meta-learning algorithms basing on search controlled by machine complexity Proceedings of the International Joint Conference On Neural Networks. 3601-3608
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