Publication
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Journals (Partial) Full List [DBLP, GoogleScholar]
Yang, Y., Lee, S., Zhang, H.L., Pedrycz, W. (2025) “Time Series Signal Analysis with Information Granulation Based on Permutation Entropy: An Application to Electroencephalography Signals”, IEEE Transactions on Human-Machine Systems, IEEE Publication. (SCI Indexed, Impact Factor: 3.5, ERA B, JCR Q1)
Keywords: EEG, Brain Informatics, Information Granulation, Fuzzy, Permutation Entropy.
Zhang, H.L., Y. Xue , Y. Lu, S. Lee (2024) “A Fusion Model: Towards a Virtual, Physical & Cognitive Integration and its Principles”, IEEE Consumer Electronics Magazine, 2162-2248, pp.1-7. (SCI Indexed, Impact Factor: 4.5, JCR Q1) [pdf]
Keywords: Data Fusion, Metaverse Fusion, Cognitive Integration, Metaverse, . Vritual Reality, Fusion World.
Yang, Y., Lee, S., Zhang, H.L., Huang, X., Pedrycz, W. (2024) “Negative Hesitation Fuzzy Sets and Their Application to Pattern Recognition”, IEEE Transactions on Fuzzy Systems, pp. 1 – 13. DOI: 10.1109/TFUZZ.2023.3336673. (TFS, SCI Indexed, Impact Factor: 11.9, JCR Q1) [pdf]
Keywords: Fuzzy Sets, Pattern Recognition, EEG Classification, Negtive Hesitation Fuzzy Sets.
Zhang, H.L., Lee, S., Lu, Y., Yu, X., Lu, H. (2023) "A Survey on Big Data Technologies and Their Applications to the Metaverse: Past, Current and Future", Mathematics, 11(1), 96, pp.1-28. (SCI, IF: 2.592, JCR Q1) [pdf]
https://link.growkudos.com/1dwavedbtog
Keywords: Metaverse, Big Data, Virtual World, Metaverse Trends, Big Data Applications, Future Trends, Virtual Reality.
Lu, Y., Chen, G., Pang, C., Zhang, HL, Zhang, B. (2023) “Subject-Specific Human Modeling for Human Pose Estimation”, IEEE Transactions on Human-Machine Systems, 53(1): 54-64, IEEE Press. (THMS, SCI, IF 4.124, JCR 2) [pdf]
Keywords: Digital Human, Human Modeling, Digital Reconstruction.
Song, Z., Xue, Y., Gu, D., Zhang, H.L., Ding, W. (2023) “Target-oriented multimodal sentiment classification by using topic model and gating mechanism ”, International Journal of Machine Learning & Cybernetics, pp. 1-11. (IJMLC, SCI Indexed, IF 4.377, JCR Q2) [pdf]
Keywords: Sentiment Analysis, Topic model, Multimodality fusion
Zhang, H.L., Liu, J., Dowens, M. (2022) “Complex Brain Activity Analysis and Recognition based on Multi-agent Methods”, Concurrency and Computation - Practice and Experience, 34(8), pp. 1-18. (CCPE, SCI, IF 1.831, ERA A, Q2) [pdf]
Keywords: Brain Function Association, EEG Recognition, Agent-based Brain Analytics.
Chen, J., Xue, Y., Zhang, H.L., Ding, W., Zhang, Z., Chen, J. (2022) “On development of multimodal named entity recognition using part-of-speech and mixture of experts”, Int. Journal of Machine Learning & Cybernetics, pp. 1-12. (SCI Indexed, IF 4.377, JCR Q1) [pdf]
Keywords: Multimodal named entity recognition, Part-of-speech
Zhang, H.L., Zhao, Y., Pang, C., He, J. (2020) “Splitting Large Medical Data Sets based on Normal Distribution in Cloud Environment”, IEEE Transactions on Cloud Computing. Vol.8, No.2, pp.518-531. (TCC, SCI, IF 5.938, JCR Q1) [pdf]
Keywords: Data Sampling, Large Data Reduction, Cloud Storage Reduction, Real-time Medical Data Extraction.
Yan Li, Ning Zhong, David Taniar, Zhang, H.L., (2022) “MCGNet+: an improved motor imagery classification based on cosine similarity”. Brain Informatics, 9(1): 3, Springer Publisher. (BI, Citescore 7.9) [pdf]
Keywords: EEG Recognition, Motor Imagery Classification, Cosine Similarity for EEG Analytics, EEG Pattern Recognition, MCG.
Zhang, H.L., Lee, S., Li, X., He, J. (2020) “EEG Self-Adjusting Data Analysis Based on Optimized Sampling for Robot Control”, Electronics, Vol. 9(6), 925, pp.1-16. (SCI, IF 2.412) [pdf]
Keywords: EEG Analytics, EEG Pattern Recognition, EEG Robotic Control, Self-Adjusting Data Analysis, Data Sampling, Robtic Arms.
Huang, K., Zhang, H.L., Yang, K. (2019) “An optimized IS-APCPSO algorithm for large scale complex traffic network”, Cluster Computing, Vol. 22, pp. 3271-3284. (SCI, IF 3.458, JCR Q1) [pdf]
Keywords: APCPSO algorithm, Energy Reduction, Traffic Flow Optimization, Large Scale Traffic Network.
Li, X., Fan, R., Zhang, H.L., Li, T., Pan, C. (2019) “Two-dimensional wavelet synopses with maximum error bound and its application in parallel compression”, Journal of Intelligent and Fuzzy Systems, 37(3):3499-3511. (SCI, IF 1.971) [pdf]
Keywords: Data Compression, Image Data Optimization, High Efficiency Data Compression.
Zhao, H., Li, G., Zhang, H.L., Xue Y. (2016) “An improved algorithm for segmenting online time series with error bound guarantee”, International Journal of Machine Learning and Cybernetics, Springer Press, Vol.7, Issue 3, pp. 365 – 374. (SCI, IF 1.699, JCR Q1) [pdf]
Keywords: Data Segmentation, Data Optimization, Time Series Data Compression.
Pang, C., Wang, J., Chen, Y., Zhang, H.L., Li, T. (2015) “Topological Sorts on DAGs”, Information Processing Letters, 115(2), 298-301, Elsevier Publication. (IPL, SCI, IF 0.605)
Keywords: Directed Acyclic Graph, Topology, Sorting.
Zhang, H.L., Liu, J., Zhang, Y. (2013) “Utilizing BDI Agents and Topological Theory for Mining on Online Social Networks”, Fundamenta Informaticae, Vol. 127, pp. 479–494, IOS Press. (Fund. Info., SCI, IF 0.717) [pdf]
Keywords: BDI, Multi Agents, Agent Network, OSN, Agent Mining, Social Network Mining.
Jiang, Y., Pang, C., Zhang, H.L., Wang, J., Li, T., Zhang, Q. and He, J. (2013) “Finding the Minimum Number of Elements with Sum above a Threshold”, Information Sciences, Vol. 238, pp. 205 – 211. (Info. Sci., SCI, IF 3.643, JCR Q1)
Keywords: Data Compression, Data Optimization.
Zhang, H.L., Zeng, W., Van der Velden, C. (2011) “A Reusable Agent Design Pattern with Flexibility and Extensibility”, Computer Science & Information Systems, Vol. 8, No. 2, pp. 1229 – 1250. (SCI, IF 0.837)
Keywords: Agent Function Reuse, Reusable Agent Design, Agent Structure and Pattern.
Zhang, H.L., Leung, C.H.C. and Raikundalia, G.K. (2008) “Topological analysis of AOCD-based agent networks and experimental results”, Journal of Computer and System Sciences, Vol. 74, No. 2, pp. 255 – 278, Elsevier Press. (JCSS, SCI, IF 1.678, JCR Q1, ERA A+) [pdf]
Keywords: Multi-agent Framework, Agent Design, Agent Communication efficiency, Agent Open Connectivity Structure, Agent-based Decision Support Systems, DSS.
Conferences (Partial) Full List [DBLP, GoogleScholar]
Chen, Z. Xue, Y., Xiao L., Chen, J., Zhang, H.L. (2021) “Aspect-based sentiment analysis using graph convolutional networks and co-attention mechanism”, ICONIP, Vol. 6, pp. 441-448, Springer Press. (ERA A)
Ding, M., Liu, Z., Xu, G., Ding, S., Zhang, H.L. (2021) “EEG Spatial Analysis based on Brain thermogram Image Recognition”, WI-IAT, IEEE Press.
Zhang, H.L., Chen, X., Leng, T., Li, Y., et al. (2020) “A Hybrid Data Mining Method for EEG Analysis in Online Education Enhanced by Background Music”, WI/IAT 2020: 718-723. (EI/CPCI Index, ERA B)
Zhang, H.L., Lee, S., He, J. (2020) “An Optimized Self-adjusting Model for EEG Data Analysis in Online Education Processes”. Brain Informatics, LNCS12241, pp. 338-348. (EI Indexed, BI Conference)
Zhang, H.L., Zhao, Q., Lee, S., Gillon-Dowens, M. (2019) “EEG-Based Driver Drowsiness Detection Using the Dynamic Time Dependency Method”, Brain Informatics, LNCS 11976, pp. 39-47, Springer. (EI Indexed, BI Conference)
Zhang, H.L., Zhao, H., Cheung, Y., He, J. (2018) “Generating EEG Graphs Based on PLA for Brain Wave Pattern Recognition”. IEEE Congress on Evolutionary Computation(CEC), 1-7, 2018. (ERA A).
Zhang, H.L., Li, X., Liu, J. Cheung, Y. (2018) “Constructing weighted networks based on EEG data segmentation for brain wave pattern recognition”. International Conference on Advanced Computational Intelligence (ICACI), 852-855.
Zhang, H.L., Liu, J., Li, T., Xue, Y., Xu, S., Chen, J. (2017) “Extracting sample data based on Poisson distribution”, Proceedings of International Conference on Machine Learning and Cybernetics (ICMLC), pp. 374-378, IEEE Press (ERA Core)
Zhang, H.L., Liu, J., Pang, C., He, J., Feng, C., Li, T. (2016) “Complex Social Network Partition for Balanced Subnetworks”, Proc. of IJCNN, pp. 4177-4182, IEEE Press (Rank A by ERA).
Nguyen, U., Karunasekera, S., Kulik, L., Tanin, E., Zhang, R., Zhang, H.L., Xie, H., and Kotagiri R. (2015) “A Randomized Path Routing Algorithm for Decentralized Route Allocation in Transportation Networks”, IWCTS, ACM SIGSPATIAL. ACM Press (EI Indexed, ERA Core)
He, J., et al, Zhang, H.L., Huang, G. (2015) “Building the Computational Virtual Reality Environment for Anaesthetists’ Training and Practice”, IEEE Conference on Services Computing. SCC (Ranked A by ERA, EI Indexed).
Zhang, H.L., Zarei, R., Pang, C., Hu, X. (2014) “Discovering New Analytical Methods for Large Volume Medical and Online Data Processing”, LNCS, Vol. 8423, pp. 220-228, Springer-Verlag Press. Conf. HIS (Best Paper Award, EI Indexed).
Zhang, H.L., Liu, J., Tang, Y., Pang C. (2013) “Solving Complex Decision-Making Problems through Agent-Matrices Cooperation”, LNCS, Vol.8181, pp.489-498, Springer-Verlag Press. Conf. WISE (Ranked A by ERA, EI Indexed).
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