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Yun Sing Koh
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Publications
- 2024
- [c98]Di Zhao, Yun Sing Koh, Gillian Dobbie, Hongsheng Hu, Philippe Fournier-Viger:
Symmetric Self-Paced Learning for Domain Generalization. AAAI 2024: 16961-16969 - 2023
- [c94]Wernsen Wong, Yun Sing Koh, Gillian Dobbie:
Using Flexible Memories to Reduce Catastrophic Forgetting. PAKDD (2) 2023: 219-230 - 2022
- [j27]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
Probabilistic exact adaptive random forest for recurrent concepts in data streams. Int. J. Data Sci. Anal. 13(1): 17-32 (2022) - [c89]Bowen Chen, Yun Sing Koh, Gillian Dobbie, Ocean Wu, Guy Coulson, Gustavo Olivares:
Online Air Pollution Inference using Concept Recurrence and Transfer Learning. DSAA 2022: 1-10 - [c87]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
Cost-Effective Transfer Learning for Data Streams. ICDM 2022: 1233-1238 - 2021
- [c84]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
Transfer Learning with Adaptive Online TrAdaBoost for Data Streams. ACML 2021: 1017-1032 - [c79]Thomas Lacombe, Yun Sing Koh, Gillian Dobbie, Ocean Wu:
A Meta-Learning Approach for Automated Hyperparameter Tuning in Evolving Data Streams. IJCNN 2021: 1-8 - [c78]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
Nacre: Proactive Recurrent Concept Drift Detection in Data Streams. IJCNN 2021: 1-8 - 2020
- [j23]Sijie Zhuo, Lucas Sherlock, Gillian Dobbie, Yun Sing Koh, Giovanni Russello, Danielle M. Lottridge:
Real-time Smartphone Activity Classification Using Inertial Sensors - Recognition of Scrolling, Typing, and Watching Videos While Sitting or Walking. Sensors 20(3): 655 (2020) - [c73]Shuxiang Zhang, David Tse Jung Huang, Gillian Dobbie, Yun Sing Koh:
SLED: Semi-supervised Locally-weighted Ensemble Detector. ICDE 2020: 1838-1841 - [c71]Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams. PAKDD (2) 2020: 17-30 - [c70]Hamish Huggard, Yun Sing Koh, Gillian Dobbie, Edmond Zhang:
Detecting Concept Drift In Medical Triage. SIGIR 2020: 1733-1736 - 2019
- [j22]Ranran Bian, Yun Sing Koh, Gillian Dobbie, Anna Divoli:
Identifying Top-k Nodes in Social Networks: A Survey. ACM Comput. Surv. 52(1): 22:1-22:33 (2019) - [j21]Robert Anderson, Yun Sing Koh, Gillian Dobbie, Albert Bifet:
Recurring concept meta-learning for evolving data streams. Expert Syst. Appl. 138 (2019) - [c67]Ian Shane Wong, Gillian Dobbie, Yun Sing Koh:
Items2Data: Generating Synthetic Boolean Datasets from Itemsets. ADC 2019: 79-90 - [c65]Wernsen Wong, Yun Sing Koh, Gillian Dobbie:
Using Transfer Learning to Detect Phishing in Countries with a Small Population. AusDM 2019: 129-140 - [c64]Robert Anderson, Yun Sing Koh, Gillian Dobbie:
Classifying Imbalanced Road Accident Data Using Recurring Concept Drift. AusDM 2019: 143-155 - [c60]Ranran Bian, Yun Sing Koh, Gillian Dobbie, Anna Divoli:
Network Embedding and Change Modeling in Dynamic Heterogeneous Networks. SIGIR 2019: 861-864 - [i1]Robert Anderson, Yun Sing Koh, Gillian Dobbie, Albert Bifet:
Recurring Concept Meta-learning for Evolving Data Streams. CoRR abs/1905.08848 (2019) - 2018
- [c58]Ranran Bian, Yun Sing Koh, Gillian Dobbie, Anna Divoli:
OHC: Uncovering Overlapping Heterogeneous Communities. Australasian Conference on Artificial Intelligence 2018: 193-205 - [c57]Robert Anderson, Yun Sing Koh, Gillian Dobbie:
Lift-Per-Drift: An Evaluation Metric for Classification Frameworks with Concept Drift Detection. Australasian Conference on Artificial Intelligence 2018: 630-642 - [c54]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie:
Interpreting Intermittent Bugs in Mozilla Applications Using Change Angle. AusDM 2018: 318-330 - [c52]Yun Sing Koh, David Tse Jung Huang, Chris Pearce, Gillian Dobbie:
Volatility Drift Prediction for Transactional Data Streams. ICDM 2018: 1091-1096 - [c51]Robert Anderson, Yun Sing Koh, Gillian Dobbie:
Predicting Concept Drift in Data Streams Using Metadata Clustering. IJCNN 2018: 1-8 - [c49]Jiazhen Chen, Gillian Dobbie, Yun Sing Koh, Elizabeth Somervell, Gustavo Olivares:
Vehicle emission prediction using remote sensing data and machine learning techniques. SAC 2018: 444-451 - 2017
- [c47]Ruolin Jia, Yun Sing Koh, Gillian Dobbie:
Volatility Adaptive Classifier System. PAKDD (1) 2017: 122-134 - 2016
- [c45]Robert Anderson, Yun Sing Koh, Gillian Dobbie:
CPF: Concept Profiling Framework for Recurring Drifts in Data Streams. Australasian Conference on Artificial Intelligence 2016: 203-214 - [c42]Se Yeong Jeong, Yun Sing Koh, Gillian Dobbie:
Phishing Detection on Twitter Streams. PAKDD Workshops 2016: 141-153 - 2015
- [j14]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie:
Rare Pattern Mining from Data Streams Using SRP-Tree and Its Variants. Trans. Large Scale Data Knowl. Centered Syst. 21: 140-160 (2015) - [c40]Mohammad Abdullatif, Yun Sing Koh, Gillian Dobbie:
Unsupervised Semantic and Syntactic Based Classification of Scientific Citations. DaWaK 2015: 28-39 - [c37]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Albert Bifet:
Drift Detection Using Stream Volatility. ECML/PKDD (1) 2015: 417-432 - 2014
- [j13]Sidney Tsang, Yun Sing Koh, Gillian Dobbie, Shafiq Alam:
Detecting online auction shilling frauds using supervised learning. Expert Syst. Appl. 41(6): 3027-3040 (2014) - [j11]Sidney Tsang, Yun Sing Koh, Gillian Dobbie, Shafiq Alam:
SPAN: Finding collaborative frauds in online auctions. Knowl. Based Syst. 71: 389-408 (2014) - [j9]Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle, Saeed Ur Rehman:
Research on particle swarm optimization based clustering: A systematic review of literature and techniques. Swarm Evol. Comput. 17: 1-13 (2014) - [j8]Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle:
Web usage mining based recommender systems using implicit heterogeneous data: - A Particle Swarm Optimization based clustering approach. Web Intell. Agent Syst. 12(4): 389-409 (2014) - [c36]Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle:
Web bots detection using Particle Swarm Optimization based clustering. IEEE Congress on Evolutionary Computation 2014: 2955-2962 - [c35]Timothy D. Robinson, David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie:
Drift Detector for Memory-Constrained Environments. DaWaK 2014: 414-425 - [c34]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears:
Detecting Volatility Shift in Data Streams. ICDM 2014: 863-868 - [c33]Wei Zhou, Junhao Wen, Yun Sing Koh, Shafiq Alam, Gillian Dobbie:
Attack detection in recommender systems based on target item analysis. IJCNN 2014: 332-339 - [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 - [c31]Wei Zhou, Yun Sing Koh, Junhao Wen, Shafiq Alam, Gillian Dobbie:
Detection of abnormal profiles on group attacks in recommender systems. SIGIR 2014: 955-958 - 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) - [j6]Yun Sing Koh, Gillian Dobbie:
Efficient Single Pass Ordered Incremental Pattern Mining. Trans. Large Scale Data Knowl. Centered Syst. 8: 137-156 (2013) - [j5]Sidney Tsang, Yun Sing Koh, Gillian Dobbie:
Finding Interesting Rare Association Rules Using Rare Pattern Tree. Trans. Large Scale Data Knowl. Centered Syst. 8: 157-173 (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 - [c29]Minmin Zhang, Gillian Dobbie, Yun Sing Koh:
Change Itemset Mining in Data Streams. ADMA (1) 2013: 97-108 - [c28]Mohammad Abdullatif, Yun Sing Koh, Gillian Dobbie, Shafiq Alam:
Verb selection using semantic role labeling for citation classification. CompSci@CIKM 2013: 25-30 - [c27]Eileen H.-C. Wei, Yun Sing Koh, Gillian Dobbie:
Finding Maximal Overlapping Communities. DaWaK 2013: 309-316 - [c26]Shafiq Alam, Gillian Dobbie, Patricia Riddle, Yun Sing Koh:
Analysis of Web Usage Data for Clustering Based Recommender System. PAAMS (Special Sessions) 2013: 171-179 - [c24]Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Patricia Riddle:
Clustering heterogeneous web usage data using Hierarchical Particle Swarm Optimization. SIS 2013: 147-154 - 2012
- [c23]Sidney Tsang, Gillian Dobbie, Yun Sing Koh:
Generating Realistic Online Auction Data. Australasian Conference on Artificial Intelligence 2012: 120-131 - [c22]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 - [c21]Yun Sing Koh, Gillian Dobbie:
Indirect Weighted Association Rules Mining for Academic Network Collaboration Recommendations. AusDM 2012: 167-174 - [c20]Shafiq Alam, Gillian Dobbie, Patricia Riddle, Yun Sing Koh:
Hierarchical PSO clustering based recommender system. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c19]David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie:
Rare Pattern Mining on Data Streams. DaWaK 2012: 303-314 - [c18]Yun Sing Koh, Russel Pears, Gillian Dobbie:
Extrapolation Prefix Tree for Data Stream Mining Using a Landmark Model. DaWaK 2012: 340-351 - [c17]Sidney Tsang, Gillian Dobbie, Yun Sing Koh:
Evaluating Fraud Detection Algorithms Using an Auction Data Generator. ICDM Workshops 2012: 332-339 - [c16]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) - [c15]Russel Pears, Yun Sing Koh, Gillian Dobbie:
Discriminatory Confidence Analysis in Pattern Mining. ADMA (1) 2011: 285-298 - [c14]Yun Sing Koh, Gillian Dobbie:
SPO-Tree: Efficient Single Pass Ordered Incremental Pattern Mining. DaWaK 2011: 265-276 - [c13]Sidney Tsang, Yun Sing Koh, Gillian Dobbie:
RP-Tree: Rare Pattern Tree Mining. DaWaK 2011: 277-288 - [c11]Yun Sing Koh, Russel Pears, Gillian Dobbie:
Automatic Assignment of Item Weights for Pattern Mining on Data Streams. PAKDD (1) 2011: 387-398 - 2010
- [c10]Russel Pears, Yun Sing Koh, Gillian Dobbie:
EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining. ADMA (1) 2010: 36-47
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last updated on 2024-04-18 22:51 CEST by the dblp team
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