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Centre for Data Analytics and Cognition
Centre for Data Analytics and Cognition
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Title
Cited by
Cited by
Year
Dynamic self-organizing maps with controlled growth for knowledge discovery
D Alahakoon, SK Halgamuge, B Srinivasan
IEEE Transactions on neural networks 11 (3), 601-614, 2000
7332000
Minority report in fraud detection: classification of skewed data
C Phua, D Alahakoon, V Lee
Acm sigkdd explorations newsletter 6 (1), 50-59, 2004
7132004
Smart electricity meter data intelligence for future energy systems: A survey
D Alahakoon, X Yu
IEEE transactions on industrial informatics 12 (1), 425-436, 2015
6452015
Fraud detection: A systematic literature review of graph-based anomaly detection approaches
T Pourhabibi, KL Ong, BH Kam, YL Boo
Decision Support Systems 133, 113303, 2020
3082020
Optimizing rooftop photovoltaic distributed generation with battery storage for peer-to-peer energy trading
S Nguyen, W Peng, P Sokolowski, D Alahakoon, X Yu
Applied Energy 228, 2567-2580, 2018
2672018
Online incremental machine learning platform for big data-driven smart traffic management
D Nallaperuma, R Nawaratne, T Bandaragoda, A Adikari, S Nguyen, ...
IEEE Transactions on Intelligent Transportation Systems 20 (12), 4679-4690, 2019
2522019
Spatiotemporal anomaly detection using deep learning for real-time video surveillance
R Nawaratne, D Alahakoon, D De Silva, X Yu
IEEE Transactions on Industrial Informatics 16 (1), 393-402, 2019
2462019
Variable-length particle swarm optimization for feature selection on high-dimensional classification
B Tran, B Xue, M Zhang
IEEE Transactions on Evolutionary Computation 23 (3), 473-487, 2018
2242018
A survey on evolutionary machine learning
H Al-Sahaf, Y Bi, Q Chen, A Lensen, Y Mei, Y Sun, B Tran, B Xue, ...
Journal of the Royal Society of New Zealand 49 (2), 205-228, 2019
2112019
Genetic programming for feature construction and selection in classification on high-dimensional data
B Tran, B Xue, M Zhang
Memetic Computing 8, 3-15, 2016
1892016
A new representation in PSO for discretization-based feature selection
B Tran, B Xue, M Zhang
IEEE Transactions on Cybernetics 48 (6), 1733-1746, 2017
1752017
Feature selection for high dimensional imbalanced class data using harmony search
A Moayedikia, KL Ong, YL Boo, WGS Yeoh, R Jensen
Engineering Applications of Artificial Intelligence 57, 38-49, 2017
1512017
A comprehensive conceptual model for disaster management
S Asghar, D Alahakoon, L Churilov
Journal of Humanitarian Assistance 1360 (0222), 1-15, 2006
1482006
Learning predictive linguistic features for Alzheimer’s disease and related dementias using verbal utterances
SO Orimaye, JSM Wong, KJ Golden
Proceedings of the Workshop on Computational Linguistics and Clinical …, 2014
1332014
A data mining framework for electricity consumption analysis from meter data
D De Silva, X Yu, D Alahakoon, G Holmes
IEEE Transactions on Industrial Informatics 7 (3), 399-407, 2011
1332011
Cancer in lockdown: impact of the COVID‐19 pandemic on patients with cancer
H Moraliyage, D De Silva, W Ranasinghe, A Adikari, D Alahakoon, ...
The oncologist 26 (2), e342-e344, 2021
1212021
Contrastive analysis and native language identification
SMJ Wong, M Dras
Proceedings of the Australasian Language Technology Association Workshop …, 2009
1152009
Assessing user engagement of an mHealth intervention: development and implementation of the growing healthy app engagement index
S Taki, S Lymer, CG Russell, K Campbell, R Laws, KL Ong, R Elliott, ...
JMIR mHealth and uHealth 5 (6), e7236, 2017
1122017
Exploiting parse structures for native language identification
SMJ Wong, M Dras
Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011
1042011
Genetic programming for multiple-feature construction on high-dimensional classification
B Tran, B Xue, M Zhang
Pattern Recognition 93, 404-417, 2019
902019
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