Russel Pears
Russel Pears
Verified email at aut.ac.nz
TitleCited byYear
Detecting concept change in dynamic data streams
R Pears, S Sakthithasan, YS Koh
Machine Learning 97 (3), 259-293, 2014
522014
Research Methods
A Ram
Rawat Publications, 2001
512001
Weighted association rule mining via a graph based connectivity model
R Pears, YS Koh, G Dobbie, W Yeap
Information Sciences 218, 61-84, 2013
362013
Contextual relevance feedback in web information retrieval
DK Limbu, A Connor, R Pears, S MacDonell
Proceedings of the 1st International Conference on Information interaction …, 2006
342006
Use of hoeffding trees in concept based data stream mining
S Hoeglinger, R Pears
2007 Third International Conference on Information and Automation for …, 2007
302007
One pass concept change detection for data streams
S Sakthithasan, R Pears, YS Koh
Pacific-Asia conference on knowledge discovery and data mining, 461-472, 2013
282013
Detecting volatility shift in data streams
DTJ Huang, YS Koh, G Dobbie, R Pears
2014 IEEE International Conference on Data Mining, 863-868, 2014
272014
Multiple time-series prediction through multiple time-series relationships profiling and clustered recurring trends
H Widiputra, R Pears, N Kasabov
Pacific-asia conference on knowledge discovery and data mining, 161-172, 2011
262011
Data stream mining for predicting software build outcomes using source code metrics
J Finlay, R Pears, AM Connor
Information and Software Technology 56 (2), 183-198, 2014
222014
Cbdt: A concept based approach to data stream mining
S Hoeglinger, R Pears, YS Koh
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 1006-1012, 2009
212009
Valency based weighted association rule mining
YS Koh, R Pears, W Yeap
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 274-285, 2010
202010
Rare association rule mining via transaction clustering
YS Koh, R Pears
Proceedings of the 7th Australasian Data Mining Conference-Volume 87, 87-94, 2008
202008
Discovering diverse association rules from multidimensional schema
M Usman, R Pears, ACM Fong
Expert systems with applications 40 (15), 5975-5996, 2013
182013
Weighted association rule mining using particle swarm optimization
R Pears, YS Koh
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 327-338, 2011
182011
Efficiently finding negative association rules without support threshold
YS Koh, R Pears
Australasian Joint Conference on Artificial Intelligence, 710-714, 2007
162007
Automatic item weight generation for pattern mining and its application
YS Koh, R Pears, G Dobbie
International Journal of Data Warehousing and Mining (IJDWM) 7 (3), 30-49, 2011
152011
Mining recurrent concepts in data streams using the discrete fourier transform
S Sripirakas, R Pears
International Conference on Data Warehousing and Knowledge Discovery, 439-451, 2014
142014
Synthetic Minority over-sampling technique (SMOTE) for predicting software build outcomes
R Pears, J Finlay, AM Connor
arXiv preprint arXiv:1407.2330, 2014
142014
A data mining approach to knowledge discovery from multidimensional cube structures
M Usman, R Pears, ACM Fong
Knowledge-Based Systems 40, 36-49, 2013
142013
Mining software metrics from Jazz
J Finlay, A Connor, R Pears
2011 Ninth International Conference on Software Engineering Research …, 2011
132011
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