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Keyword

knowledge discovery

Description: The process of finding useful patterns, relationships, or insights in data, commonly studied in data mining and computational analytics.
OpenAlex ID: keywords/knowledge-discovery
Learning from Imbalanced Data
2009 · Haibo He, E.A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 10,301
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
2016 · 6,456
LOF
2000 · Markus M. Breunig, Hans-Peter Kriegel, et al. · ACM SIGMOD Record · 5,198
From Data Mining to Knowledge Discovery in Databases
1996 · Usama Fayyad, Gregory Piatetsky-shapiro, et al. · 4,736
Data mining and knowledge discovery: making sense out of data
1996 · U.M. Feyyad · IEEE Expert · 4,612
Data Mining: Concepts and Techniques
2014 · Thamaraiselvi, G., Kaliammal, A. · Journal of Information and Knowledge · 4,088
A Tutorial on Support Vector Machines for Pattern Recognition, Data Mining and Knowledge Discovery
1998 · Burger C.J.C. · 3,214
Rough sets
1995 · Zdzislaw Pawlak, Jerzy Grzymala-Busse, et al. · Communications of the ACM · 3,207
PDF
Using dynamic time warping to find patterns in time series
1994 · Donald J. Berndt, James Clifford · Knowledge Discovery and Data Mining · 3,137
Advances in knowledge discovery and data mining
1996 · Computers & Mathematics with Applications · 2,971
From data mining to knowledge discovery: an overview
1996 · Usama M. Fayyad, Gregory Piatetsky-Shapiro, et al. · Knowledge Discovery and Data Mining · 2,398
Data mining: an overview from a database perspective
1996 · Ming-Syan Chen, Jiawei Han, et al. · IEEE Transactions on Knowledge and Data Engineering · 2,237
Feature Selection for Knowledge Discovery and Data Mining
1998 · Huan Liu, Hiroshi Motoda · Springer eBooks · 2,198
Data Mining and Knowledge Discovery Handbook
2010 · Maimon, Oded, Rokach, Lior · Springer eBooks · 2,189
Biclustering of expression data.
2000 · Y Cheng, G M Church · PubMed · 2,098
Rudiments of rough sets
2006 · Zdzisław Pawlak, Andrzej Skowron · Information Sciences · 2,068
PDF
The KDD process for extracting useful knowledge from volumes of data
1996 · Usama Fayyad, Gregory Piatetsky-Shapiro, et al. · Communications of the ACM · 1,933
PDF
A survey on ensemble learning
2019 · Xibin Dong, Zhiwen Yu, et al. · Frontiers of Computer Science · 1,928
Knowledge Discovery in Databases
1991 · Gregory Piateski, William Frawley · Medical Entomology and Zoology · 1,746
Ontology Learning for the Semantic Web
2002 · Alexander Maedche · Kluwer international series in engineering and computer science · 1,683
Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining
2014 · Macskassy, Sofus, KDD '14: The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2014 New York New York USA · 1,517
Educational data mining: A survey from 1995 to 2005
2006 · C. Romero, S. Ventura · Expert Systems with Applications · 1,483
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
2012 · Qiang Yang, Deepak Agarwal, et al. · 1,454
Feature subset selection using a genetic algorithm
1998 · J. Yang, V. Honavar · IEEE Intelligent Systems and their Applications · 1,380
A new method to measure the semantic similarity of GO terms
2007 · James Z. Wang, Zhidian Du, et al. · Bioinformatics · 1,371
Works count: 25,840
Citation count: 350,400
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