By Associate Professor Raymond Wong

Journal articles

Park E; Wong RK; Kwon J; Chu VW, 2024, 'A stable model for maximizing the number of significant features', International Journal of Data Science and Analytics, http://dx.doi.org/10.1007/s41060-023-00494-6

Wang R; Sun D; Wong RK, 2023, 'Symbolic Minimization on Relational Data', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 9307 - 9318, http://dx.doi.org/10.1109/TKDE.2022.3222827

Wang H; Tucker WJ; Jonnagaddala J; Schutte AE; Jalaludin B; Liaw ST; Rye KA; Wong RK; Ong KL, 2023, 'Using machine learning to predict cardiovascular risk using self-reported questionnaires: Findings from the 45 and Up Study', International Journal of Cardiology, 386, pp. 149 - 156, http://dx.doi.org/10.1016/j.ijcard.2023.05.030

Hu Q; Wu F; Wong RK; Millham RC; Fiaidhi J, 2023, 'A novel indoor localization system using machine learning based on bluetooth low energy with cloud computing', Computing, 105, pp. 689 - 715, http://dx.doi.org/10.1007/s00607-020-00897-4

Wang R; Sun D; Wong R; Ranjan R, 2023, 'Horn rule discovery with batched caching and rule identifier for proficient compressor of knowledge data', Software - Practice and Experience, 53, pp. 682 - 703, http://dx.doi.org/10.1002/spe.3165

Wang R; Sun D; Wong R; Ranjan R; Zomaya AY, 2022, 'SINC: Semantic approach and enhancement for relational data compression', Knowledge-Based Systems, 258, http://dx.doi.org/10.1016/j.knosys.2022.110001

Zhang H; Wong RK; Chu VW, 2022, 'Hybrid Variational Autoencoder for Recommender Systems', ACM Transactions on Knowledge Discovery from Data, 16, http://dx.doi.org/10.1145/3470659

Tang R; Yang J; Fong S; Wong R; Vasilakos AV; Chen Y, 2021, 'Dynamic group optimization algorithm with a mean–variance search framework', Expert Systems with Applications, 183, http://dx.doi.org/10.1016/j.eswa.2021.115434

Wong KY; Wong RK, 2021, 'Big data quality prediction informed by banking regulation', International Journal of Data Science and Analytics, 12, pp. 147 - 164, http://dx.doi.org/10.1007/s41060-021-00257-1

Li J; Wu Y; Fong S; Wong RK; Chu VW; Ong KL; Wong KKL, 2021, 'Dynamic swarm class rebalancing for the process mining of rare events', Journal of Supercomputing, 77, pp. 7549 - 7583, http://dx.doi.org/10.1007/s11227-020-03500-x

Zheng Y; Si YW; Wong R, 2021, 'Feature extraction for chart pattern classification in financial time series', Knowledge and Information Systems, 63, pp. 1807 - 1848, http://dx.doi.org/10.1007/s10115-021-01569-1

Li T; Wu Y; Wu F; Mohammed S; Wong RK; Ong KL, 2021, 'Sleep pattern inference using IoT sonar monitoring and machine learning with Kennard-stone balance algorithm', Computers and Electrical Engineering, 93, http://dx.doi.org/10.1016/j.compeleceng.2021.107181

Luo S; Chu VW; Li Z; Wang Y; Zhou J; Chen F; Wong RK, 2021, 'Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction', International Journal of Data Science and Analytics, 12, pp. 15 - 29, http://dx.doi.org/10.1007/s41060-020-00219-z

Cheong SH; Si YW; Wong RK, 2021, 'Online force-directed algorithms for visualization of dynamic graphs', Information Sciences, 556, pp. 223 - 255, http://dx.doi.org/10.1016/j.ins.2020.12.069

Lan K; Fong S; Liu LS; Wong RK; Dey N; Millham RC; Wong KKL, 2021, 'A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring', Enterprise Information Systems, 15, pp. 15 - 35, http://dx.doi.org/10.1080/17517575.2019.1597388

Lan K; Liu L; Li T; Chen Y; Fong S; Marques JAL; Wong RK; Tang R, 2020, 'Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection', Neural Computing and Applications, 32, pp. 15469 - 15488, http://dx.doi.org/10.1007/s00521-020-04769-y

B. S. V; Wong RK; Chi CH, 2020, 'Health Mentions on Twitter: A Case Study to Identify Privacy Leaks', IEEE Consumer Electronics Magazine, 9, pp. 85 - 90, http://dx.doi.org/10.1109/MCE.2020.2986802

Wang R; Hu X; Sun D; Li G; Wong R; Chen S; Liu J, 2020, 'Statistical detection of collective data fraud', Proceedings - IEEE International Conference on Multimedia and Expo, 2020-July, http://dx.doi.org/10.1109/ICME46284.2020.9102889

Fong IH; Li T; Fong S; Wong RK; Tallón-Ballesteros AJ, 2020, 'Predicting concentration levels of air pollutants by transfer learning and recurrent neural network', Knowledge-Based Systems, 192, http://dx.doi.org/10.1016/j.knosys.2020.105622

Qiao J; Huang X; Wang J; Wong RK, 2020, 'Dual-PISA: An index for aggregation operations on time series data', Information Systems, 87, http://dx.doi.org/10.1016/j.is.2019.101427

Hamzehei A; Wong RK; Koutra D; Chen F, 2019, 'Collaborative topic regression for predicting topic-based social influence', Machine Learning, 108, pp. 1831 - 1850, http://dx.doi.org/10.1007/s10994-018-05776-w

Zhong Y; Fong S; Hu S; Wong R; Lin W, 2019, 'A novel sensor data pre-processing methodology for the internet of things using anomaly detection and transfer-by-subspace-similarity transformation', Sensors (Switzerland), 19, http://dx.doi.org/10.3390/s19204536

Xie H; Wong TL; Wang FL; Wong R; Tao X; Wang R, 2019, 'Editorial: Affective and sentimental computing', International Journal of Machine Learning and Cybernetics, 10, pp. 2043 - 2044, http://dx.doi.org/10.1007/s13042-019-00977-8

Dou C; Cui Y; Sun D; Wong R; Atif M; Li G; Ranjan R, 2019, 'Unsupervised blocking and probabilistic parallelisation for record matching of distributed big data', Journal of Supercomputing, 75, pp. 623 - 645, http://dx.doi.org/10.1007/s11227-017-2008-8

Zeng D; Peng J; Fong S; Qiu Y; Wong R, 2018, 'Medical data mining in sentiment analysis based on optimized swarm search feature selection', Australasian Physical and Engineering Sciences in Medicine, 41, pp. 1087 - 1100, http://dx.doi.org/10.1007/s13246-018-0674-3

Hao T; Wong R; He Z; Xie H; Wong T-L; Wang FL, 2018, 'Natural Language Processing Empowered Mobile Computing', Wireless Communications and Mobile Computing, 2018, pp. 1 - 2, http://dx.doi.org/10.1155/2018/9130545

Tang R; Fong S; Deb S; Wong R, 2018, 'Dynamic group search algorithm for solving an engineering problem', Operational Research, 18, pp. 781 - 799, http://dx.doi.org/10.1007/s12351-017-0317-6

Tian Z; Fong S; Deb S; Tang R; Wong R, 2018, 'Vitality-based elephant search algorithm', Operational Research, 18, pp. 841 - 863, http://dx.doi.org/10.1007/s12351-018-0419-9

Deb S; Tian Z; Fong S; Wong R; Millham R; Wong KKL, 2018, 'Elephant search algorithm applied to data clustering', Soft Computing, 22, pp. 6035 - 6046, http://dx.doi.org/10.1007/s00500-018-3076-2

Deb S; Tian Z; Fong S; Tang R; Wong R; Dey N, 2018, 'Solving permutation flow-shop scheduling problem by rhinoceros search algorithm', Soft Computing, 22, pp. 6025 - 6034, http://dx.doi.org/10.1007/s00500-018-3075-3

Li J; Fong S; Wong RK; Mohammed S; Fiaidhi J; Sung Y, 2018, 'A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets', Applied Soft Computing Journal, 69, pp. 784 - 805, http://dx.doi.org/10.1016/j.asoc.2017.11.028

Fong S; Li J; Song W; Tian Y; Wong RK; Dey N, 2018, 'Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recall', Journal of Ambient Intelligence and Humanized Computing, 9, pp. 1197 - 1221, http://dx.doi.org/10.1007/s12652-018-0685-7

Ebrahimi M; ShafieiBavani E; Wong R; Chen F, 2018, 'Twitter user geolocation by filtering of highly mentioned users', Journal of the Association for Information Science and Technology, 69, pp. 879 - 889, http://dx.doi.org/10.1002/asi.24011

Tang R; Fong S; Wong RK; Wong KKL, 2018, 'Dynamic group optimization algorithm with embedded chaos', IEEE Access, 6, pp. 22728 - 22743, http://dx.doi.org/10.1109/ACCESS.2017.2724073

Li J; Fong S; Wong RK; Chu VW, 2018, 'Adaptive multi-objective swarm fusion for imbalanced data classification', Information Fusion, 39, pp. 1 - 24, http://dx.doi.org/10.1016/j.inffus.2017.03.007

Chi CH; Wong R; Lam KY, 2018, 'Guest Editorial: Special issue on behavior data analytics for cybersecurity', Journal of Internet Technology, 19, pp. 1543 - 1544

Duan K; Fong S; Song W; Vasilakos AV; Wong R, 2017, 'Energy-aware cluster reconfiguration algorithm for the big data analytics platform spark', Sustainability (Switzerland), 9, http://dx.doi.org/10.3390/su9122357

Li J; Fong S; Wong RK; Millham R; Wong KKL, 2017, 'Elitist Binary Wolf Search Algorithm for Heuristic Feature Selection in High-Dimensional Bioinformatics Datasets', Scientific Reports, 7, pp. 4354, http://dx.doi.org/10.1038/s41598-017-04037-5

Chu VW; Wong RK; Chi CH; Zhou W; Ho I, 2017, 'The design of a cloud-based tracker platform based on system-of-systems service architecture', Information Systems Frontiers, 19, pp. 1283 - 1299, http://dx.doi.org/10.1007/s10796-017-9768-9

Ebrahimi M; ShafieiBavani E; Wong RK; Fong S; Fiaidhi J, 2017, 'An adaptive meta-heuristic search for the internet of things', Future Generation Computer Systems, 76, pp. 486 - 494, http://dx.doi.org/10.1016/j.future.2015.12.006

Chu VW; Wong RK; Fong S; Chi CH, 2017, 'Emerging service orchestration discovery and monitoring', IEEE Transactions on Services Computing, 10, pp. 889 - 901, http://dx.doi.org/10.1109/TSC.2015.2511000

Tang R; Fong S; Dey N; Wong RK; Mohammed S, 2017, 'Cross entropy method based hybridization of dynamic group optimization algorithm', Entropy, 19, pp. 533, http://dx.doi.org/10.3390/e19100533

Zhang L; Wang S; Wong RK; Yang F; Chang RN, 2017, 'Cognitively Adjusting Imprecise User Preferences for Service Selection', IEEE Transactions on Network and Service Management, 14, pp. 717 - 729, http://dx.doi.org/10.1109/TNSM.2017.2731050

Li J; Liu LS; Fong S; Wong RK; Mohammed S; Fiaidhi J; Sung Y; Wong KKL, 2017, 'Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data', PLoS ONE, 12, pp. e0180830, http://dx.doi.org/10.1371/journal.pone.0180830

Zhuang Y; Fong S; Yuan M; Sung Y; Cho K; Wong RK, 2017, 'Location-based big data analytics for guessing the next Foursquare check-ins', Journal of Supercomputing, 73, pp. 3112 - 3127, http://dx.doi.org/10.1007/s11227-016-1925-2

Zhuang Y; Fong S; Yuan M; Sung Y; Cho K; Wong RK, 2017, 'Predicting the next turn at road junction from big traffic data', Journal of Supercomputing, 73, pp. 3128 - 3148, http://dx.doi.org/10.1007/s11227-017-2013-y

Fong S; Song W; Cho K; Wong R; Wong KKL, 2017, 'Training classifiers with shadow features for sensor-based human activity recognition', Sensors (Switzerland), 17, pp. 476, http://dx.doi.org/10.3390/s17030476

Wang D; Fong S; Wong RK; Mohammed S; Fiaidhi J; Wong KKL, 2017, 'Robust high-dimensional bioinformatics data streams mining by ODR-ioVFDT', Scientific Reports, 7, http://dx.doi.org/10.1038/srep43167

Chu VW; Wong RK; Chen F; Ho I; Lee J, 2017, 'Enhancing portfolio return based on sentiment-of-topic', Data and Knowledge Engineering, http://dx.doi.org/10.1016/j.datak.2017.07.004

Hamzehei A; Jiang S; Koutra D; Wong R; Chen F, 2017, 'Topic-based social influence measurement for social networks', Australasian Journal of Information Systems, 21, http://dx.doi.org/10.3127/ajis.v21i0.1552

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