Research output per year
Research output per year
- 30 results
Search results
-
2022
Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks
Nasser Al-Andoli, M., Chiang Tan, S. & Ping Cheah, W., Jul 2022, In: Information Sciences. 600, p. 94-117 24 p.Research output: Journal Publication › Article › peer-review
25 Citations (Scopus) -
How Do Undergraduates Perceive Online Learning During Pandemic?
Susaie, C., Tan, C. K. & Cheah, W. P., 2022, Proceedings of the 8th International Conference on Computational Science and Technology - ICCST 2021. Alfred, R. & Lim, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-216 10 p. (Lecture Notes in Electrical Engineering; vol. 835).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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LTE Downlink Scheduling: A True Bayesian Estimate Approach
Hatta, K. A. B. K., Kwee, W., Ping, C. W. & Yityin, W., Nov 2022, In: Journal of Communications. 17, 11, p. 865-877 13 p.Research output: Journal Publication › Article › peer-review
Open Access1 Citation (Scopus) -
Parallel stacked autoencoder with particle swarm optimization for community detection in complex networks
Al-Andoli, M., Tan, S. C. & Cheah, W. P., Feb 2022, In: Applied Intelligence. 52, 3, p. 3366-3386 21 p.Research output: Journal Publication › Article › peer-review
11 Citations (Scopus) -
2021
A Review on Community Detection in Large Complex Networks from Conventional to Deep Learning Methods: A Call for the Use of Parallel Meta-Heuristic Algorithms
Al-Andoli, M. N., Tan, S. C., Cheah, W. P. & Tan, S. Y., 2021, In: IEEE Access. 9, p. 96501-96527 27 p., 9475964.Research output: Journal Publication › Article › peer-review
Open Access23 Citations (Scopus) -
Deep autoencoder-based community detection in complex networks with particle swarm optimization and continuation algorithms
Al-Andoli, M., Cheah, W. P. & Tan, S. C., 2021, In: Journal of Intelligent and Fuzzy Systems. 40, 3, p. 4517-4533 17 p.Research output: Journal Publication › Article › peer-review
19 Citations (Scopus) -
Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters
Al-Andoli, M., Cheah, W. P. & Tan, S. C., Feb 2021, In: Journal of Ambient Intelligence and Humanized Computing. 12, 2, p. 2527-2545 19 p.Research output: Journal Publication › Article › peer-review
21 Citations (Scopus) -
2020
Assessment of Security Risk Impact on Mobile Payment Services
Ganesan, T., Ong, T. S., Cheah, W. P. & Connie, T., 26 Sept 2020, IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2020. Institute of Electrical and Electronics Engineers Inc., 9257829. (IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2020).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
2019
Adaptive rough radial basis function neural network with prototype outlier removal
Goh, P. Y., Tan, S. C., Cheah, W. P. & Lim, C. P., Dec 2019, In: Information Sciences. 505, p. 127-143 17 p.Research output: Journal Publication › Article › peer-review
12 Citations (Scopus) -
An evaluation of the role of fuzzy cognitive maps and Bayesian belief networks in the development of causal knowledge systems
Wee, Y. Y., Cheah, W. P., Tan, S. C. & Wee, K., 2019, In: Journal of Intelligent and Fuzzy Systems. 37, 2, p. 1905-1920 16 p.Research output: Journal Publication › Article › peer-review
3 Citations (Scopus) -
Integrating Deep Learning and Bayesian Reasoning
Tan, S. Y., Cheah, W. P. & Tan, S. C., 2019, Dependability in Sensor, Cloud, and Big Data Systems and Applications - 5th International Conference, DependSys 2019, Proceedings. Wang, G., Bhuiyan, M. Z. A., De Capitani di Vimercati, S. & Ren, Y. (eds.). Springer, p. 119-130 12 p. (Communications in Computer and Information Science; vol. 1123 CCIS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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2018
Application of Bayesian belief networks and fuzzy cognitive maps in intrusion analysis
Wee, Y. Y., Cheah, W. P., Ooi, S. Y., Tan, S. C. & Wee, K., 2018, In: Journal of Intelligent and Fuzzy Systems. 35, 1, p. 111-122 12 p.Research output: Journal Publication › Article › peer-review
3 Citations (Scopus) -
A revisit of reducing hidden nodes in a radial basis function neural network with histogram
Goh, P. Y., Tan, S. C. & Cheah, W. P., 2018, Neural Information Processing - 25th International Conference, ICONIP 2018, Proceedings. Leung, A. C. S., Ozawa, S. & Cheng, L. (eds.). Springer Verlag, p. 722-731 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11302 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Bayesian information criterion in LTE downlink scheduling algorithm
Anwar, K., Wee, K., Cheah, W. & Wee, Y., Jul 2018, In: International Arab Journal of Information Technology. 15, 4, p. 650-660 11 p.Research output: Journal Publication › Article › peer-review
1 Citation (Scopus) -
Temporal Sleuth Machine with decision tree for temporal classification
Ooi, S. Y., Tan, S. C. & Cheah, W. P., 1 Dec 2018, In: Soft Computing. 22, 24, p. 8077-8095 19 p.Research output: Journal Publication › Article › peer-review
3 Citations (Scopus) -
2017
Facial expression recognition using a hybrid CNN-SIFT aggregator
Connie, T., Al-Shabi, M., Cheah, W. P. & Goh, M., 2017, Multi-disciplinary Trends in Artificial Intelligence - 11th International Workshop, MIWAI 2017, Proceedings. Phon-Amnuaisuk, S., Ang, S.-P. & Lee, S.-Y. (eds.). Springer Verlag, p. 139-149 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10607 LNAI).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
95 Citations (Scopus) -
Reducing the complexity of an adaptive radial basis function network with a histogram algorithm
Goh, P. Y., Tan, S. C., Cheah, W. P. & Lim, C. P., 1 Dec 2017, In: Neural Computing and Applications. 28, p. 365-378 14 p.Research output: Journal Publication › Review article › peer-review
1 Citation (Scopus) -
Temporal sampling forest (TS-F): an ensemble temporal learner
Ooi, S. Y., Tan, S. C. & Cheah, W. P., 1 Dec 2017, In: Soft Computing. 21, 23, p. 7039-7052 14 p.Research output: Journal Publication › Article › peer-review
8 Citations (Scopus) -
2016
Anomaly detection using correctness matching through a neighborhood rough set
Goh, P. Y., Tan, S. C. & Cheah, W. P., 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Hirose, A., Lee, M., Liu, D., Doya, K., Ikeda, K. & Ozawa, S. (eds.). Springer Verlag, p. 434-441 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9949 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Classifying human activities with temporal extension of random forest
Ooi, S. Y., Tan, S. C. & Cheah, W. P., 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Ikeda, K., Lee, M., Hirose, A., Ozawa, S., Doya, K. & Liu, D. (eds.). Springer Verlag, p. 3-10 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9950 LNCS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
2015
A method for root cause analysis with a Bayesian belief network and fuzzy cognitive map
Wee, Y. Y., Cheah, W. P., Tan, S. C. & Wee, K., Jan 2015, In: Expert Systems with Applications. 42, 1, p. 468-487 20 p.Research output: Journal Publication › Article › peer-review
52 Citations (Scopus) -
A True Bayesian Estimate concept in LTE downlink scheduling algorithm
Bin Kamarul Hatta, K. A., Wee, K., Cheah, W. P. & Wee, Y., 28 Dec 2015, 25th International Telecommunication Networks and Applications Conference, ITNAC 2015. Institute of Electrical and Electronics Engineers Inc., p. 71-76 6 p. 7366791. (25th International Telecommunication Networks and Applications Conference, ITNAC 2015).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
2014
A nodes reduction procedure for RBFNDDA through histogram
Goh, P. Y., Tan, S. C. & Cheah, W. P., 2014, In: Lecture Notes in Computer Science. 8834, p. 127-134 8 p.Research output: Journal Publication › Article › peer-review
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Anomaly based intrusion detection through temporal classification
Ooi, S. Y., Tan, S. C. & Cheah, W. P., 2014, Neural Information Processing - 21st International Conference, ICONIP 2014, Proceedings. Loo, C. K., Yap, K. S., Wong, K. W., Teoh, A. & Huang, K. (eds.). Springer Verlag, p. 612-619 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8836).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
2011
Systematic causal knowledge acquisition using FCM Constructor for product design decision support
Cheah, W. P., Kim, Y. S., Kim, K. Y. & Yang, H. J., 2011, In: Expert Systems with Applications. 38, 12, p. 15316-15331 16 p.Research output: Journal Publication › Article › peer-review
36 Citations (Scopus) -
2009
Causal design knowledge acquisition by constructing BBN through FCM
Kim, Y. S., Kim, K. Y. J., Cheah, W. P. & Yang, H. J., 2009, 2008 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC 2008. PART A ed. ASME, p. 43-51 9 p. (2008 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC 2008; vol. 1, no. PART A).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Constructing manufacturing-environmental model in Bayesian belief networks for assembly design decision support through fuzzy cognitive maps
Cheah, W. P., Kim, K. Y., Yang, H. J., Kim, M. S. & Kim, J. S., 2009, In: International Journal of Intelligent Information and Database Systems. 3, 1, p. 3-27 25 p.Research output: Journal Publication › Article › peer-review
4 Citations (Scopus) -
2008
Adaptive Fuzzy Clustering for improving classification performance in yeast data set
Kim, M. S., Yang, H. J. & Cheah, W. P., 2008, 2008 4th International IEEE Conference Intelligent Systems, IS 2008. p. 182-187 6 p. 4670457. (2008 4th International IEEE Conference Intelligent Systems, IS 2008; vol. 2).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Causal design knowledge acquisition by constructing BBN through FCM
Kim, Y. S., Kim, K. Y. J., Cheah, W. P. & Yang, H. J., 2008, 34th Design Automation Conference. PARTS A AND B ed. American Society of Mechanical Engineers (ASME), p. 43-51 9 p. (Proceedings of the ASME Design Engineering Technical Conference; vol. 1, no. PARTS A AND B).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
2007
A manufacturing-environmental model using bayesian belief networks for assembly design decision support
Cheah, W. P., Kim, K. Y., Yang, H. J., Choi, S. Y. & Lee, H. J., 2007, New Trends in Applied Artificial Intelligence - 20th International Conference on Industrial, Engineering, and Other Applications of Applied Intelligent Systems, lEA/AlE 2007, Proceedings. Springer Verlag, p. 374-383 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4570 LNAI).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
8 Citations (Scopus)