Krzysztof Grąbczewski, PhD - Publications

Affiliations: 
Informatics Nicolaus Copernicus University 
Area:
neural networks, machine learning, data mining
Website:
http://www.is.umk.pl/~kg/

16 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
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  0.549
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  0.529
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  0.491
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  0.579
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  0.564
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  0.55
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  0.463
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  0.561
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  0.496
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  0.527
2002 Gra̧bczewski K, Duch W. Heterogeneous forests of decision trees Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2415: 504-509.  0.479
2002 Duch W, Gra̧bczewski K. Heterogeneous adaptive systems Proceedings of the International Joint Conference On Neural Networks. 1: 524-529.  0.449
2001 Duch W, Adamczak R, Grabczewski K. A new methodology of extraction, optimization and application of crisp and fuzzy logical rules. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 12: 277-306. PMID 18244384 DOI: 10.1109/72.914524  0.672
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  0.672
1999 Duch W, Adamczak R, Grabczewski K. Optimization of logical rules derived by neural procedures Proceedings of the International Joint Conference On Neural Networks. 1: 669-674.  0.59
1998 Duch W, Adamczak R, Grąbczewski K. Neural Processing Letters. 7: 211-219. DOI: 10.1023/A:1009670302979  0.635
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