Hiroshi Motoda
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Top 10 algorithms in data mining
X Wu, V Kumar, JR Quinlan, J Ghosh, Q Yang, H Motoda, GJ McLachlan, ...
Knowledge and information systems 14 (1), 1-37, 2008
55582008
Feature selection for knowledge discovery and data mining
H Liu, H Motoda
Springer Science & Business Media, 2012
26072012
An apriori-based algorithm for mining frequent substructures from graph data
A Inokuchi, T Washio, H Motoda
European conference on principles of data mining and knowledge discovery, 13-23, 2000
14442000
Computational methods of feature selection
H Liu, H Motoda
CRC Press, 2007
14282007
Feature extraction, construction and selection: A data mining perspective
H Liu, H Motoda
Springer Science & Business Media, 1998
1209*1998
A flash-memory based file system.
A Kawaguchi, S Nishioka, H Motoda
USENIX, 155-164, 1995
7461995
State of the art of graph-based data mining
T Washio, H Motoda
Acm Sigkdd Explorations Newsletter 5 (1), 59-68, 2003
6172003
Feature selection: An ever evolving frontier in data mining
H Liu, H Motoda, R Setiono, Z Zhao
Feature selection in data mining, 4-13, 2010
3902010
Complete mining of frequent patterns from graphs: Mining graph data
A Inokuchi, T Washio, H Motoda
Machine Learning 50 (3), 321-354, 2003
3832003
Consistency based feature selection
M Dash, H Liu, H Motoda
Pacific-Asia conference on knowledge discovery and data mining, 98-109, 2000
2682000
On issues of instance selection
H Liu, H Motoda
Data Mining and Knowledge Discovery 6 (2), 115, 2002
2412002
Extracting influential nodes on a social network for information diffusion
M Kimura, K Saito, R Nakano, H Motoda
Data Mining and Knowledge Discovery 20 (1), 70-97, 2010
2302010
Blocking links to minimize contamination spread in a social network
M Kimura, K Saito, H Motoda
ACM Transactions on Knowledge Discovery from Data (TKDD) 3 (2), 1-23, 2009
2062009
A selective sampling approach to active feature selection
H Liu, H Motoda, L Yu
Artificial Intelligence 159 (1-2), 49-74, 2004
1892004
Learning continuous-time information diffusion model for social behavioral data analysis
K Saito, M Kimura, K Ohara, H Motoda
Asian Conference on Machine Learning, 322-337, 2009
1702009
Feature selection with selective sampling
H Liu, H Motoda, L Yu
In Proceedings of the Nineteenth International Conference on Machine Learning, 2002
1412002
Causal feature selection
I Guyon, C Aliferis, A Elisseeff
Computational methods of feature selection, 63-82, 2007
1332007
Selecting information diffusion models over social networks for behavioral analysis
K Saito, M Kimura, K Ohara, H Motoda
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
1292010
Minimizing the Spread of Contamination by Blocking Links in a Network.
M Kimura, K Saito, H Motoda
Aaai 8, 1175-1180, 2008
1262008
Feature selection, extraction and construction
H Motoda, H Liu
Communication of IICM (Institute of Information and Computing Machinery …, 2002
1262002
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