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Norbert Jankowski, PhD - Publications

Affiliations: 
of Informatics Nicolaus Copernicus University 
Area:
neural networks, machine learning, data mining
Website:
http://www.is.umk.pl/~norbert/
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18 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Jankowski N, Linowiecki R. A Fast Neural Network Learning Algorithm with Approximate Singular Value Decomposition International Journal of Applied Mathematics and Computer Science. 29: 581-594. DOI: 10.2478/Amcs-2019-0043  0.352
2018 Jankowski N. 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. DOI: 10.2478/Amcs-2018-0055  0.365
2013 Jankowski N. 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. DOI: 10.1007/978-3-642-44958-1-15  0.303
2012 Jankowski N. Graph-based generation of a meta-learning search space International Journal of Applied Mathematics and Computer Science. 22: 647-667. DOI: 10.2478/V10006-012-0049-Y  0.456
2012 Duch W, Jankowski N, Maszczyk T. Make it cheap: Learning with O(nd) complexity Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2012.6252380  0.546
2011 Grbczewski K, Jankowski N. Saving time and memory in computational intelligence system with machine unification and task spooling Knowledge-Based Systems. 24: 570-588. DOI: 10.1016/J.Knosys.2011.01.003  0.409
2011 Jankowski N, Gra̧bczewski K. Universal meta-learning architecture and algorithms Studies in Computational Intelligence. 358: 1-76. DOI: 10.1007/978-3-642-20980-2_1  0.718
2010 Jankowski N, Gra̧bczewski K. 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. DOI: 10.1007/978-3-642-13208-7_48  0.69
2010 Gra̧bczewski K, Jankowski N. 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. DOI: 10.1007/978-3-642-13208-7_42  0.671
2008 Jankowski N, Grabczewski K. Building meta-learning algorithms basing on search controlled by machine complexity Proceedings of the International Joint Conference On Neural Networks. 3601-3608. DOI: 10.1109/IJCNN.2008.4634313  0.735
2008 Gra̧bczewski K, Jankowski N. Meta-learning with machine generators and complexity controlled exploration Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5097: 545-555. DOI: 10.1007/978-3-540-69731-2_53  0.729
2007 Jankowski N, Gra̧bczewski K. Gained knowledge exchange and analysis for meta-learning Proceedings of the Sixth International Conference On Machine Learning and Cybernetics, Icmlc 2007. 2: 795-802. DOI: 10.1109/ICMLC.2007.4370251  0.722
2007 Jankowski N, Gra̧bczewski K. Handwritten digit recognition - Road to contest victory Proceedings of the 2007 Ieee Symposium On Computational Intelligence and Data Mining, Cidm 2007. 491-498. DOI: 10.1109/CIDM.2007.368915  0.65
2007 Gra̧bczewski K, Jankowski N. Versatile and efficient meta-learning architecture: Knowledge representation and management in computational intelligence Proceedings of the 2007 Ieee Symposium On Computational Intelligence and Data Mining, Cidm 2007. 51-58. DOI: 10.1109/CIDM.2007.368852  0.724
2005 Jankowski N, Gra̧bczewski K. Heterogenous committees with competence analysis Proceedings - His 2005: Fifth International Conference On Hybrid Intelligent Systems. 2005: 417-422. DOI: 10.1109/ICHIS.2005.54  0.67
2005 Gra̧bczewski K, Jankowski N. Feature selection with decision tree criterion Proceedings - His 2005: Fifth International Conference On Hybrid Intelligent Systems. 2005: 212-217. DOI: 10.1109/ICHIS.2005.43  0.671
2000 Duch W, Jankowski N, Gra̧bczewski K, Adamczak R. Optimization and interpretation of rule-based classifiers Advances in Soft Computing. 4: 1-13. DOI: 10.1007/978-3-7908-1846-8_1  0.674
2000 Duch W, Adamczak R, Gra̧bczewski K, Jankowski N. Neural methods of knowledge extraction Control and Cybernetics. 29: 997-1017.  0.533
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