By Associate Professor Raymond Wong

Journal articles

Wong R; Lam F; Orgun MA, 2001, 'Modelling and Manipulating Multidimensional Data in Semistructured Databases', International Journal of World Wide Web, pp. 79 - 99

Wong RK, 1999, 'Heterogeneous and Multifaceted Multimedia Objects in DOOR/MM: A Role-Based Approach with Views', Journal of Parallel and Distributed Computing, 56, pp. 251 - 271, http://dx.doi.org/10.1006/jpdc.1998.1522

Wong RK, 1999, 'Heterogeneous data integration and presentation in multimedia database management systems', International Conference on Multimedia Computing and Systems -Proceedings, 2, pp. 666 - 671

Li Q; Wong RK, 1999, 'Multifaceted object modeling with roles: a comprehensive approach', Information sciences, 117, pp. 243 - 266, http://dx.doi.org/10.1016/S0020-0255(99)00025-0

Conference Papers

Wang H; Wong RK; Ong KL, 2024, 'A Data-Driven Approach for Building a Cardiovascular Disease Risk Prediction System', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 271 - 283, http://dx.doi.org/10.1007/978-981-97-2238-9_21

Tang S; Wong R, 2024, 'Unsupervised Fraud Detection on Sparse Rating Networks', in Communications in Computer and Information Science, pp. 19 - 33, http://dx.doi.org/10.1007/978-981-99-8696-5_2

Park E; Wong RK; Chu VW, 2023, 'Story Ending Generation Using Commonsense Casual Reasoning and Graph Convolutional Networks', in Frontiers in Artificial Intelligence and Applications, pp. 1843 - 1850, http://dx.doi.org/10.3233/FAIA230472

Tai H; Wong R; Li B, 2022, 'Effective Imbalance Learning Utilizing Informative Data', in Communications in Computer and Information Science, pp. 99 - 114, http://dx.doi.org/10.1007/978-981-19-8746-5_8

Chi YK; Wong R; Wang H; Shepherd J, 2022, 'Incorporating neighborhood features in RNNs for popularity forecasting for emerging research fields', in Proceedings - 2022 IEEE 9th International Conference on Data Science and Advanced Analytics, DSAA 2022, http://dx.doi.org/10.1109/DSAA54385.2022.10032444

Chi Y; Wong R; Shepherd J, 2022, 'Popularity Forecasting for Emerging Research Topics at Its Early Stage of Evolution', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 290 - 303, http://dx.doi.org/10.1007/978-3-031-22064-7_22

Huang H; Wong RK, 2021, 'Attention-based Seq2seq Regularisation for Relation Extraction', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN52387.2021.9533807

Huang H; Wong RK, 2021, 'BiLSTM Embedding Pretraining for Relation Extraction', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN52387.2021.9533345

Zhang H; Wong RK; Chu VW, 2021, 'Curvilinear Collaborative Metric Learning with Macro-micro Attentions', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN52387.2021.9533945

Wang R; Hu X; Sun D; Li G; Wong R; Chen S; Liu J, 2020, 'STATISTICAL DETECTION OF COLLECTIVE DATA FRAUD', in 2020 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), IEEE, ELECTR NETWORK, presented at IEEE International Conference on Multimedia and Expo (ICME), ELECTR NETWORK, 06 July 2020 - 10 July 2020, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000612843900156&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Huang H; Wong R, 2020, 'Deep Embedding for Relation Extraction on Insufficient Labelled Data', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN48605.2020.9207554

Wong KY; Wong RK; Tai H, 2020, 'Learning System Security Compliance for Banking', in Vogel D; Shen KN; Ling PS; Hsu C; Thong JYL; Marco MD; Limayem M; Xu SX (eds.), 24th Pacific Asia Conference on Information Systems, PACIS 2020, Dubai, UAE, June 22-24, 2020, Dubai, pp. 193 - 193, presented at Pacific Asia Conference on Information Systems, Dubai, 20 June 2020 - 24 June 2020, https://aisel.aisnet.org/pacis2020/193

Wong KY; Wong RK, 2020, 'Big Data Quality Prediction on Banking Applications: Extended Abstract', in Webb GI; Zhang Z; Tseng VS; Williams G; Vlachos M; Cao L (eds.), 7th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2020, Sydney, Australia, October 6-9, 2020, IEEE, pp. 791 - 792, http://dx.doi.org/10.1109/DSAA49011.2020.00119

Zhang H; Wong RK; Chu VW, 2020, 'Hybrid Learning with Teacher-student Knowledge Distillation for Recommenders', in Fatta GD; Sheng VS; Cuzzocrea A; Zaniolo C; Wu X (eds.), 20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020, IEEE, pp. 227 - 235, http://dx.doi.org/10.1109/ICDMW51313.2020.00040

Wang R; Sun D; Li G; Wong RK; Chen S, 2020, 'Pipeline provenance for cloud-based big data analytics', in Softw. Pract. Exp., pp. 658 - 674, http://dx.doi.org/10.1002/spe.2744

Wong KY; Wong RK, 2019, 'An efficient risk data learning with LSTM RNN', in Communications in Computer and Information Science, Adelaide, SA, Australia, pp. 116 - 128, presented at Australasian Conference on Data Mining, Adelaide, SA, Australia, 03 December 2019, http://dx.doi.org/10.1007/978-981-15-1699-3_10

Huang H; Wong RK; Du B; Han HJ, 2019, 'Weakly-Supervised Relation Extraction in Legal Knowledge Bases', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Kuala Lumpur, Malaysia, pp. 263 - 270, presented at 21st International Conference on Asia-Pacific Digital Libraries, ICADL 2019, Kuala Lumpur, Malaysia, November 4-7, 2019, Kuala Lumpur, Malaysia, 04 November 2019 - 07 November 2019, http://dx.doi.org/10.1007/978-3-030-34058-2_24

Park E; Wong RK; Chu VW, 2019, 'Classifier learning from imbalanced corpus by autoencoded over-sampling', in PRICAI 2019: Trends in Artificial Intelligence, Cuvu, Yanuca Island, Fiji, pp. 16 - 29, presented at PRICAI, Cuvu, Yanuca Island, Fiji, 26 August 2019 - 30 August 2019, http://dx.doi.org/10.1007/978-3-030-29908-8_2

Wong KY; Wong RK; Huang H, 2019, 'Optimized Sequence Prediction of Risk Data for Financial Institutions', in PRICAI 2019 : Trends in artificial intelligence : 16th Pacific Rim International Conference on artificial intelligence Cuvu, Yanuca Island, Fiji, August 26-30, 2019 proceedings, Cuvu, Yanuca Island, Fiji, pp. 364 - 378, presented at PRICAI, Cuvu, Yanuca Island, Fiji, 26 August 2019 - 30 August 2019, http://dx.doi.org/10.1007/978-3-030-29911-8_28

Zhang H; Wong RK; Chu V, 2019, 'Short-Term Memory Variational Autoencoder for Collaborative Filtering', in PRICAI 2019 : Trends in artificial intelligence : 16th Pacific Rim International Conference on artificial intelligence Cuvu, Yanuca Island, Fiji, August 26-30, 2019 proceedings, Cuvu, Yanuca Island, Fiji, pp. 595 - 607, presented at PRICAI, Cuvu, Yanuca Island, Fiji, 26 August 2019 - 30 August 2019, http://dx.doi.org/10.1007/978-3-030-29911-8_46

Zhou B; Wong R; Chu V; Li T; Fong S; Chi CH, 2019, 'Helpfulness-aware matrix factorization for cross-category service recommendations', in Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services, pp. 9 - 13, http://dx.doi.org/10.1109/SCC.2019.00015

Huang H; Wong R, 2019, 'Reducing Feature Embedding Data for Discovering Relations in Big Text Data', in Proceedings - 2019 IEEE International Congress on Big Data, BigData Congress 2019 - Part of the 2019 IEEE World Congress on Services, pp. 179 - 183, http://dx.doi.org/10.1109/BigDataCongress.2019.00038

Luo S; Chu VW; Li Z; Wang Y; Zhou J; Chen F; Wong RK, 2019, 'Multitask learning for sparse failure prediction', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Macau, China, pp. 3 - 14, presented at 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, proceedings, Macau, China, 14 April 2019 - 17 April 2019, http://dx.doi.org/10.1007/978-3-030-16148-4_1

Lu J; Wong RK, 2019, 'Insider Threat Detection with Long Short-Term Memory', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3290688.3290692

Huang H; Wong R, 2019, 'Web Service based Intelligent Search on Legal Documents', in ACM International Conference Proceeding Series, http://dx.doi.org/10.1145/3290688.3290710

Wong KY; Wong RK; Huang H, 2019, 'Learning data quality analytics for financial services', in Proceedings of the 23rd Pacific Asia Conference on Information Systems: Secure ICT Platform for the 4th Industrial Revolution, PACIS 2019

Shafieibavani E; Ebrahimi M; Wong R; Chen F, 2018, 'A Graph-Theoretic Summary Evaluation for Rouge', in Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Brussels, Belgium, pp. 762 - 762, presented at EMNLP 2018, Brussels, Belgium, 31 October 2018 - 04 November 2018, http://dx.doi.org/10.18653/v1/d18-1085

Ebrahimi M; Shafieibavani E; Wong R; Chen F, 2018, 'A Unified Neural Network Model for Geolocating Twitter Users', in Proceedings of the 22nd Conference on Computational Natural Language Learning, Association for Computational Linguistics, Brussels, Belgium, pp. 42 - 53, presented at CoNLL 2018, Brussels, Belgium, 31 October 2018 - 01 November 2018, http://dx.doi.org/10.26190/unsworks/27041

Tallón-Ballesteros AJ; Fong SJ; Wong RKK, 2018, 'An empirical study on performance server analysis and URL phishing prevention to improve system management through machine learning', in Economics of grids, clouds, systems, and services : 15th International Conference, GECON 2018, Pisa, Italy, September 18-20, 2018, Proceedings, Pisa, Italy, pp. 199 - 207, presented at GECON, Pisa, Italy, 18 September 2018 - 20 September 2018, http://dx.doi.org/10.1007/978-3-030-13342-9_17

Chu VW; Wong RK; Chi CH; Chen F, 2018, 'Extreme topic model for market ealert service', in Proceedings - 2018 IEEE International Conference on Services Computing, SCC 2018 - Part of the 2018 IEEE World Congress on Services, pp. 145 - 152, http://dx.doi.org/10.1109/SCC.2018.00026

Shafieibavani E; Ebrahimi M; Wong R; Chen F, 2018, 'Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings', in Proceedings of the 27th International Conference on Computational Linguistics, Association for Computational Linguistics, Santa Fe, New Mexico, USA, pp. 905 - 914, presented at COLING 2018, Santa Fe, New Mexico, USA, 20 August 2018 - 26 August 2018, http://dx.doi.org/10.26190/unsworks/27040

Li T; Fong S; Lobo Marques JA; Wong RK, 2018, 'Fast Cluster-learning with Prior Probability from Big Dataset', in 5th International Conference on Soft Computing and Machine Intelligence, ISCMI 2018, pp. 60 - 66, http://dx.doi.org/10.1109/ISCMI.2018.8703219

Lan K; Li T; Fong S; Marques JAL; Wong RK, 2018, 'Multi-view Convolution Neural Network with Swarm Search Based Hyperparameter Optimization for Enhancing Heart Disease and Breast Cancer Detection', in 5th International Conference on Soft Computing and Machine Intelligence, ISCMI 2018, pp. 140 - 146, http://dx.doi.org/10.1109/ISCMI.2018.8703249

Ebrahimi M; Shafieibavani E; Wong R; Chen F, 2018, 'Leveraging local interactions for geolocating social media users', in Phung D; Tseng VS; Webb GI; Ho B; Ganji M; Rashidi L (eds.), Advances in Knowledge Discovery and Data Mining. PAKDD 2018. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Melbourne, pp. 803 - 815, presented at Pacific-Asia Conference on Knowledge Discovery and Data Mining, Melbourne, 03 June 2018 - 06 June 2018, http://dx.doi.org/10.1007/978-3-319-93040-4_63

Li J; Fong S; Hu S; Chu VW; Wong RK; Mohammed S; Dey N, 2017, 'Rare event prediction using similarity majority under-sampling technique', in Communications in Computer and Information Science, Yogyakarta, Indonesia, pp. 23 - 39, presented at Third International Conference, SCDS 2017, Yogyakarta, Indonesia, 27 November 2017 - 28 November 2017, http://dx.doi.org/10.1007/978-981-10-7242-0_3

Tian Z; Fong S; Tang R; Deb S; Wong R, 2017, 'Rhinoceros Search Algorithm', in Proceedings - 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016, pp. 18 - 22, http://dx.doi.org/10.1109/ISCMI.2016.16

Li J; Fong S; Hu S; Wong RK; Mohammed S, 2017, 'Similarity majority under-sampling technique for easing imbalanced classification problem', in Communications in Computer and Information Science, Springer, Melbourne, VIC, pp. 3 - 23, presented at 15th Australasian Conference, AusDM 2017, Melbourne, VIC, 19 August 2017 - 20 August 2017, http://dx.doi.org/10.1007/978-981-13-0292-3_1

Ip I; Fong S; Zhuang Y; Wong R, 2017, 'Competitive intelligence study on Macau food and beverage industry', in Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016, pp. 170 - 174, http://dx.doi.org/10.1109/CCBD.2016.042

Dou C; Li G; Sun D; Wong RK, 2017, 'Active learning with density-initialized decision tree for record matching', in ACM International Conference Proceeding Series, Chicago, IL, USA, presented at SSDBM '17 Proceedings of the 29th International Conference on Scientific and Statistical Database Management, Chicago, IL, USA, 27 June 2017 - 29 June 2017, http://dx.doi.org/10.1145/3085504.3085518

Huang X; Wang J; Qiao J; Zheng L; Zhang J; Wong RK, 2017, 'Performance and replica consistency simulation for quorum-based NoSQL system cassandra', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Zaragoza, Spain, pp. 78 - 98, presented at 38th International Conference, PETRI NETS 2017, Zaragoza, Spain, 25 June 2017 - 30 June 2017, http://dx.doi.org/10.1007/978-3-319-57861-3_6

Chu VW; Wong RK; Chen F; Chi CH, 2017, 'Prediction-As-A-Service for Meme Popularity', in Proceedings - 2017 IEEE 14th International Conference on Services Computing, SCC 2017, Honolulu, HI, USA, pp. 386 - 393, presented at 2017 IEEE International Conference on Services Computing (SCC), Honolulu, HI, USA, 25 June 2017 - 30 June 2017, http://dx.doi.org/10.1109/SCC.2017.56

Luo S; Chu VW; Zhou J; Chen F; Wong RK; Huang W, 2017, 'A Multivariate Clustering Approach for Infrastructure Failure Predictions', in Proceedings - 2017 IEEE 6th International Congress on Big Data, BigData Congress 2017, Honolulu, HI, USA, pp. 274 - 281, presented at 2017 IEEE International Congress on Big Data (BigData Congress), Honolulu, HI, USA, 25 June 2017 - 30 June 2017, http://dx.doi.org/10.1109/BigDataCongress.2017.42

Ebrahimi M; ShafieiBavani ; Wong R; Chen F, 2017, 'Exploring Celebrities on Inferring User Geolocation in Twitter', in Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, Springer International Publishing AG, Jeju, South Korea, pp. 395 - 406, presented at PAKDD 2017, Jeju, South Korea, 23 May 2017 - 26 May 2017, http://dx.doi.org/10.1007/978-3-319-57454-7_31

Zhou B; Wong R, 2017, 'Effective Matrix Factorization for Online Rating Prediction.', in Proceedings of the 50th Hawaii International Conference on System Sciences, Hawaii, pp. 1207 - 1216, presented at Hawaii International Conference on System Sciences, Hawaii, 04 January 2017 - 07 January 2017, http://hdl.handle.net/10125/41297

Fong S; Hu S; Song W; Cho K; Wong RK; Mohammed S, 2017, 'On recognizing abnormal human behaviours by data stream mining with misclassified recalls', in 26th International World Wide Web Conference 2017, WWW 2017 Companion, pp. 1129 - 1135, http://dx.doi.org/10.1145/3041021.3054929

Li J; Fong S; Yuan M; Wong RK, 2016, 'Adaptive multi-objective swarm crossover optimization for imbalanced data classification', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Gold Coast, QLD, Australia, pp. 374 - 390, presented at Advanced Data Mining and Applications 12th International Conference, ADMA 2016, Gold Coast, QLD, Australia, 12 December 2016 - 15 December 2016, http://dx.doi.org/10.1007/978-3-319-49586-6_25

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