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» Data Mining: Machine Learning, Statistics, and Databases
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72
Voted
ICDM
2009
IEEE
172views Data Mining» more  ICDM 2009»
14 years 7 months ago
Evaluating Statistical Tests for Within-Network Classifiers of Relational Data
Recently a number of modeling techniques have been developed for data mining and machine learning in relational and network domains where the instances are not independent and ide...
Jennifer Neville, Brian Gallagher, Tina Eliassi-Ra...
88
Voted
SAC
2006
ACM
15 years 3 months ago
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data
Traditional Data Mining and Knowledge Discovery algorithms assume free access to data, either at a centralized location or in federated form. Increasingly, privacy and security co...
Hwanjo Yu, Xiaoqian Jiang, Jaideep Vaidya
ICDM
2002
IEEE
106views Data Mining» more  ICDM 2002»
15 years 2 months ago
Experimentation and Self Learning in Continuous Database Marketing
James E. Pearce, Geoffrey I. Webb, Robin N. Shaw, ...
75
Voted
KDD
1994
ACM
93views Data Mining» more  KDD 1994»
15 years 1 months ago
Using Metagueries to Integrate Inductive Learning and Deductive Database Technology
Wei-Min Shen, Bharat G. Mitbander, KayLiang Ong, C...
ICPR
2010
IEEE
15 years 26 days ago
Malware Detection on Mobile Devices Using Distributed Machine Learning
This paper presents a distributed Support Vector Machine (SVM) algorithm in order to detect malicious software (malware) on a network of mobile devices. The light-weight system mo...
Ashkan Sharifi Shamili, Christian Bauckhage, Tansu...