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Russel Pears
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Publications
- 2022
- [j28]Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet, Gustavo Olivares, Guy Coulson:
Analyzing and repairing concept drift adaptation in data stream classification. Mach. Learn. 111(10): 3489-3523 (2022) - 2021
- [j27]Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet:
Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency. Data Min. Knowl. Discov. 35(3): 796-836 (2021) - [c52]Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet, Gustavo Olivares, Guy Coulson:
Analyzing and Repairing Concept Drift Adaptation in Data Stream Classification. DSAA 2021: 1-2 - [c51]Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet, Russel Pears:
Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-Information. ICDE 2021: 1056-1067 - 2015
- [j14]Russel Pears, Songwut Pisalpanus, Yun Sing Koh:
A graph based approach to inferring item weights for pattern mining. Expert Syst. Appl. 42(1): 451-461 (2015) - [c41]Yun Sing Koh, Russel Pears:
HI-Tree: Mining High Influence Patterns Using External and Internal Utility Values. DaWaK 2015: 43-56 - 2014
- [j12]Yun Sing Koh, Russel Pears:
Efficient negative association rule mining based on chance thresholds. Intell. Data Anal. 18(2): 243-260 (2014) - [j10]Russel Pears, Sripirakas Sakthithasan, Yun Sing Koh:
Detecting concept change in dynamic data streams - A sequential approach based on reservoir sampling. Mach. Learn. 97(3): 259-293 (2014) - [c34]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears:
Detecting Volatility Shift in Data Streams. ICDM 2014: 863-868 - [c32]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears:
Detecting Changes in Rare Patterns from Data Streams. PAKDD (2) 2014: 437-448 - 2013
- [j7]Russel Pears, Yun Sing Koh, Gillian Dobbie, Wai K. Yeap:
Weighted association rule mining via a graph based connectivity model. Inf. Sci. 218: 61-84 (2013) - [c30]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears:
Tracking Drift Types in Changing Data Streams. ADMA (1) 2013: 72-83 - [c28]Sripirakas Sakthithasan, Russel Pears, Yun Sing Koh:
One Pass Concept Change Detection for Data Streams. PAKDD (2) 2013: 461-472 - 2012
- [c27]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears:
Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support. Australasian Conference on Artificial Intelligence 2012: 614-625 - [c25]Yun Sing Koh, Russel Pears, Gillian Dobbie:
Extrapolation Prefix Tree for Data Stream Mining Using a Landmark Model. DaWaK 2012: 340-351 - [c21]Yun Sing Koh, Russel Pears, Gillian Dobbie:
WeightTransmitter: Weighted Association Rule Mining Using Landmark Weights. PAKDD (2) 2012: 37-48 - 2011
- [j4]Yun Sing Koh, Russel Pears, Gillian Dobbie:
Automatic Item Weight Generation for Pattern Mining and its Application. Int. J. Data Warehous. Min. 7(3): 30-49 (2011) - [c20]Russel Pears, Yun Sing Koh, Gillian Dobbie:
Discriminatory Confidence Analysis in Pattern Mining. ADMA (1) 2011: 285-298 - [c16]Russel Pears, Yun Sing Koh:
Weighted Association Rule Mining Using Particle Swarm Optimization. PAKDD Workshops 2011: 327-338 - [c15]Yun Sing Koh, Russel Pears, Gillian Dobbie:
Automatic Assignment of Item Weights for Pattern Mining on Data Streams. PAKDD (1) 2011: 387-398 - 2010
- [c13]Russel Pears, Yun Sing Koh, Gillian Dobbie:
EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining. ADMA (1) 2010: 36-47 - [c12]Yun Sing Koh, Russel Pears, Wai-Kiang Yeap:
Valency Based Weighted Association Rule Mining. PAKDD (1) 2010: 274-285 - 2009
- [c11]Yun Sing Koh, Russel Pears:
Non-Redundant Rare Itemset Generation. AusDM 2009: 69-74 - [c8]Stefan Hoeglinger, Russel Pears, Yun Sing Koh:
CBDT: A Concept Based Approach to Data Stream Mining. PAKDD 2009: 1006-1012 - 2008
- [c7]Yun Sing Koh, Russel Pears:
Rare Association Rule Mining via Transaction Clustering. AusDM 2008: 87-94 - [c4]Yun Sing Koh, Russel Pears:
Transaction Clustering Using a Seeds Based Approach. PAKDD 2008: 916-922 - 2007
- [c2]Yun Sing Koh, Russel Pears:
Efficiently Finding Negative Association Rules Without Support Threshold. Australian Conference on Artificial Intelligence 2007: 710-714
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