Simon Fong

ORCID

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 165

Top Venues

Publications

Shingchern D. You, Weiwei Lin, Fang Shi, Jianzhuo Li, De Yu Qi, Simon Fong
A novel approach for CPU load prediction of cloud server combining denoising and error correction. Computing 105 (3) (2023)
Jiahao Li, Qinghua Zhao, Simon Fong, Jerome Yen
Synchronous Prediction of Asset Prices' Multivariate Time Series Based on Multi-task Learning and Data Augmentation. ADMA (5) (2023)
Jiahao Li, Yuyun Gong, Qinghua Zhao, Yufan Xie, Simon Fong, Jerome Yen
Market Sentiment Analysis Based on Social Media and Trading Volume for Asset Price Movement Prediction. ADMA (1) (2023)
Weiwei Lin, Yufeng Zhang, Wentai Wu, Simon Fong, Ligang He, Jia Chang
An adaptive workload-aware power consumption measuring method for servers in cloud data centers. Computing 105 (3) (2023)
Qun Song, Tengyue Li, Simon Fong, Shuang Liu
A brick-up model for recombining metaheuristic optimisation algorithm using analytic hierarchy process. Appl. Intell. 53 (3) (2023)
Simon Fong, Giancarlo Fortino, Dhanjoo N. Ghista, Francesco Piccialli
Special issue on deep learning and big data analytics for medical e-diagnosis/AI-based e-diagnosis. Neural Comput. Appl. 35 (22) (2023)
Antonio J. Tallón-Ballesteros, Alba Márquez-Rodríguez, Yaoyang Wu, Paola Santana-Morales, Simon Fong
Feature Ranking for Feature Sorting and Feature Selection, and Feature Sorting: FR4(FSoFS)$\wedge $FSo. SOCO (2022)
Yifei Tian, Wei Song, Long Chen, Simon Fong, Yunsick Sung, Jeonghoon Kwak
A 3D Object Recognition Method From LiDAR Point Cloud Based on USAE-BLS. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Kairong Duan, Simon Fong, C. L. Philip Chen
Reinforcement learning based model-free optimized trajectory tracking strategy design for an AUV. Neurocomputing 469 (2022)
Tengyue Li, Simon Fong, Sabah Mohammed, Jinan Fiaidhi, Steven Guan, Victor Chang
Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning. Future Gener. Comput. Syst. 133 (2022)
Marco A. Peña-Cubillos, Alejandro Villar-Ruiz, Antonio J. Tallón-Ballesteros, Yaoyang Wu, Simon Fong
Classification Methods for MOBA Games. SOCO (2022)
Jinyan Li, Yaoyang Wu, Simon Fong, Antonio J. Tallón-Ballesteros, Xin-She Yang, Sabah Mohammed, Feng Wu
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data. J. Supercomput. 78 (5) (2022)
Haoxue Xie, Tengyue Li, Simon Fong
Virtual Interactions of Companion Pet Effects for Remote Pet Owners. BDIOT (2022)
Tengyue Li, Simon Fong
Trajectory Prediction Using Multivariate Time-series Data Stream Learning with Fused Kalman-filter and Evolving Correlated Horizons Feature Selection. SMC (2022)
Jinyan Li, Yaoyang Wu, Simon Fong, Raymond K. Wong, Victor W. Chu, Kok-Leong Ong, Kelvin Kian Loong Wong
Dynamic swarm class rebalancing for the process mining of rare events. J. Supercomput. 77 (7) (2021)
Atreyee Mondal, Nilanjan Dey, Simon Fong, Amira S. Ashour
A hybrid shape-based image clustering using time-series analysis. Multim. Tools Appl. 80 (3) (2021)
Rui Tang, Jie Yang, Simon Fong, Raymond K. Wong, Athanasios V. Vasilakos, Yu Chen
Dynamic group optimization algorithm with a mean-variance search framework. Expert Syst. Appl. 183 (2021)
Shimin Hu, Simon Fong, Wei Song, Kyungeun Cho, Richard C. Millham, Jinan Fiaidhi
Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity. Computing 103 (7) (2021)
Yan Zhong, Tengyue Li, Simon Fong, Xuqi Li, Antonio J. Tallón-Ballesteros, Sabah Mohammed
A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability Detection. HAIS (2021)
Qun Song, Yuhao Chen, Yan Zhong, Kun Lan, Simon Fong, Rui Tang
A Supply-chain System Framework Based on Internet of Things Using Blockchain Technology. ACM Trans. Internet Techn. 21 (1) (2021)
Jie Yang, Simon Fong, Han Wang, Quanyi Hu, Chen Lin, Shigao Huang, Jian Shi, Kun Lan, Rui Tang, Yaoyang Wu, Qi Zhao
Artificial intelligence in ophthalmopathy and ultra-wide field image: A survey. Expert Syst. Appl. 182 (2021)
Kun Lan, Simon Fong, Liansheng Liu, Raymond K. Wong, Nilanjan Dey, Richard C. Millham, Kelvin Kian Loong Wong
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring. Enterp. Inf. Syst. 15 (1) (2021)
Shimin Hu, Simon Fong, Lili Yang, Shuang-Hua Yang, Nilanjan Dey, Richard C. Millham, Jinan Fiaidhi
Fast and Accurate Terrain Image Classification for ASTER Remote Sensing by Data Stream Mining and Evolutionary-EAC Instance-Learning-Based Algorithm. Remote. Sens. 13 (6) (2021)
Shiqian Wu, Simon Fong, Dhanjoo N. Ghista
Introduction to the special section on Artificial intelligence in Industrial applications (VSI-aiia). Comput. Electr. Eng. 92 (2021)
Jie Yang, Shimin Hu, Qichao Wang, Simon Fong
Discriminable Multi-Label Attribute Selection for Pre-Course Student Performance Prediction. Entropy 23 (10) (2021)
Wei Song, Zishu Liu, Yifei Tian, Simon Fong
Pointwise CNN for 3D Object Classification on Point Cloud. J. Inf. Process. Syst. 17 (4) (2021)
Weiwei Lin, Tianhao Yu, Chongzhi Gao, Fagui Liu, Tengyue Li, Simon Fong, Yongxiang Wang
A hardware-aware CPU power measurement based on the power-exponent function model for cloud servers. Inf. Sci. 547 (2021)
Antonio J. Tallón-Ballesteros, Luís Correia, Simon Fong
Hybrid scatter and ant search feature subset selection: applications in classification problems. IDSTA (2021)
Quanyi Hu, Peng Qin, Jie Yang, Simon Fong
An enhanced particle swarm optimization with distribution fields appearance model for object tracking. Int. J. Wavelets Multiresolution Inf. Process. 19 (1) (2021)
Ricardo Brito, Robert P. Biuk-Aghai, Simon Fong
GPU-based parallel Shadow Features generation at neural system for improving gait human activity recognition. Multim. Tools Appl. 80 (8) (2021)
Tengyue Li, Simon Fong, Antonio J. Tallón-Ballesteros
Teng-Yue algorithm: a novel metaheuristic search method for fast cancer classification. GECCO Companion (2020)
Affan Ahmed Toor, Muhammad Usman, Farah Younas, Alvis Cheuk M. Fong, Sajid Ali Khan, Simon Fong
Mining Massive E-Health Data Streams for IoMT Enabled Healthcare Systems. Sensors 20 (7) (2020)
Xueyuan Gong, Liansheng Liu, Simon Fong, Qiwen Xu, Tingxi Wen, Zhihua Liu
Correction to "Comparative Research of Swarm Intelligence Clustering Algorithms for Analyzing Medical Data". IEEE Access 8 (2020)
Jinan Fiaidhi, Sabah Mohammed, Simon Fong
Orchestration of Thick Data Analytics Based on Conversational Workflows in Healthcare Community of Practice. IEEE BigData (2020)
Antonio J. Tallón-Ballesteros, Tengyue Li, Simon Fong
Quality enhancement of stochastic feature subset selection via genetic algorithms. Assessment in bioinformatics data sets. GECCO Companion (2020)
Quanyi Hu, Jie Yang, Peng Qin, Simon Fong, Jingzhi Guo
Could or could not of Grid-Loc: grid BLE structure for indoor localisation system using machine learning. Serv. Oriented Comput. Appl. 14 (3) (2020)
Tengyue Li, Simon Fong, Shirley W. I. Siu, Xin-She Yang, Liansheng Liu, Sabah Mohammed
White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment. Comput. Methods Programs Biomed. 197 (2020)
Xian-Xian Liu, Simon Fong
Towards a Realistic Model for Simulating Spread of Infectious COVID-19 Disease. BDIOT (2020)
Tengyue Li, Simon Fong, Yaoyang Wu, Antonio J. Tallón-Ballesteros
Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining. ICDM (Workshops) (2020)
Jialin Tang, Qinglang Su, Binghua Su, Simon Fong, Wei Cao, Xueyuan Gong
Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition. Comput. Methods Programs Biomed. 197 (2020)
Tengyue Li, Simon Fong, Kelvin Kian Loong Wong, Ying Wu, Xin-She Yang, Xuqi Li
Fusing wearable and remote sensing data streams by fast incremental learning with swarm decision table for human activity recognition. Inf. Fusion 60 (2020)
Kun Lan, Liansheng Liu, Tengyue Li, Yuhao Chen, Simon Fong, João Alexandre Lôbo Marques, Raymond K. Wong, Rui Tang
Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection. Neural Comput. Appl. 32 (19) (2020)
Quanyi Hu, Jie Yang, Peng Qin, Simon Fong
Towards a Context-Free Machine Universal Grammar (CF-MUG) in Natural Language Processing. IEEE Access 8 (2020)
Tengyue Li, Simon Fong, Xuqi Li, Zhihui Lu, Amir H. Gandomi
Swarm Decision Table and Ensemble Search Methods in Fog Computing Environment: Case of Day-Ahead Prediction of Building Energy Demands Using IoT Sensors. IEEE Internet Things J. 7 (3) (2020)
Luying Cao, Nilanjan Dey, Amira S. Ashour, Simon Fong, R. Simon Sherratt, Lijun Wu, Fuqian Shi
Diabetic plantar pressure analysis using image fusion. Multim. Tools Appl. 79 (15-16) (2020)
Jie Yang, Shigao Huang, Rui Tang, Quanyi Hu, Kun Lan, Han Wang, Qi Zhao, Simon Fong
Broad Learning with Attribute Selection for Rheumatoid Arthritis. SMC (2020)
Antonio J. Tallón-Ballesteros, Simon Fong, Tengyue Li, Liansheng Liu, Thomas Hanne, Weiwei Lin
Hybridized White Learning in Cloud-Based Picture Archiving and Communication System for Predictability and Interpretability. HAIS (2020)
Wei Song, Lingfeng Zhang, Yifei Tian, Simon Fong, Jinming Liu, Amanda Gozho
CNN-based 3D object classification using Hough space of LiDAR point clouds. Hum. centric Comput. Inf. Sci. 10 (2020)
Iat Hang Fong, Tengyue Li, Simon Fong, Raymond K. Wong, Antonio J. Tallón-Ballesteros
Predicting concentration levels of air pollutants by transfer learning and recurrent neural network. Knowl. Based Syst. 192 (2020)
Wei Song, Lingfeng Zhang, Yifei Tian, Simon Fong, Su Sun
3D Hough Transform Algorithm for Ground Surface Extraction from LiDAR Point Clouds. iThings/GreenCom/CPSCom/SmartData (2019)
Xueyuan Gong, Simon Fong, Yain-Whar Si
Fast fuzzy subsequence matching algorithms on time-series. Expert Syst. Appl. 116 (2019)
Quanyi Hu, Simon Fong, Peng Qin, Jingzhi Guo, Yong Zhang, Dan Xu, Yuanlan Chen, Jerome Yen
Intelligent Car Parking System Based on Blockchain Processing Reengineering. ICEBE (2019)
Bowen Zhou, Raymond K. Wong, Victor W. Chu, Tengyue Li, Simon Fong, Chi-Hung Chi
Helpfulness-Aware Matrix Factorization for Cross-Category Service Recommendations. SCC (2019)
Antonio J. Tallón-Ballesteros, Simon Fong, Rocío Leal-Díaz
Does the Order of Attributes Play an Important Role in Classification? HAIS (2019)
Patrick Cheong-Iao Pang, Robert P. Biuk-Aghai, Simon Fong, Yain-Whar Si
An Experimental Comparison of Map-like Visualisations and Treemaps. CoRR (2019)
Yifei Tian, Wei Song, Su Sun, Simon Fong, Shuanghui Zou
3D object recognition method with multiple feature extraction from LiDAR point clouds. J. Supercomput. 75 (8) (2019)
Tengyue Li, Simon Fong, Richard C. Millham, Jinan Fiaidhi, Sabah Mohammed
Fast Incremental Learning With Swarm Decision Table and Stochastic Feature Selection in an IoT Extreme Automation Environment. IT Prof. 21 (2) (2019)
Yan Zhong, Simon Fong, Shimin Hu, Raymond K. Wong, Weiwei Lin
A Novel Sensor Data Pre-Processing Methodology for the Internet of Things Using Anomaly Detection and Transfer-By-Subspace-Similarity Transformation. Sensors 19 (20) (2019)
Jie Yang, Simon Fong, Tengyue Li
Attribute Reduction Based on Multi-objective Decomposition-Ensemble Optimizer with Rough Set and Entropy. ICDM Workshops (2019)
Muhammad Afzaal, Muhammad Usman, Alvis Cheuk M. Fong, Simon Fong
Multiaspect-based opinion classification model for tourist reviews. Expert Syst. J. Knowl. Eng. 36 (2) (2019)
Jinyan Li, Simon Fong, Liansheng Liu, Nilanjan Dey, Amira S. Ashour, Luminita Moraru
Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets. Multim. Tools Appl. 78 (15) (2019)
Phuong Minh Chu, Seoungjae Cho, Jisun Park, Simon Fong, Kyungeun Cho
Enhanced ground segmentation method for Lidar point clouds in human-centric autonomous robot systems. Hum. centric Comput. Inf. Sci. 9 (2019)
Xueyuan Gong, Liansheng Liu, Simon Fong, Qiwen Xu, Tingxi Wen, Zhihua Liu
Comparative Research of Swam Intelligence Clustering Algorithms for Analyzing Medical Data. IEEE Access 7 (2019)
Antonio J. Tallón-Ballesteros, Luís Cavique, Simon Fong
Addressing Low Dimensionality Feature Subset Selection: ReliefF(-k) or Extended Correlation-Based Feature Selection(eCFS)? SOCO (2019)
Tengyue Li, Simon Fong, Liansheng Liu, Xin-She Yang, Xingshi He, Jinan Fiaidhi, Sabah Mohammed
White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis. IT Prof. 21 (5) (2019)
Weilong Hu, Yain-Whar Si, Simon Fong, Raymond Yiu-Keung Lau
A formal approach to candlestick pattern classification in financial time series. Appl. Soft Comput. 84 (2019)
Qun Song, Simon Fong, Suash Deb, Thomas Hanne
Gaussian Guided Self-Adaptive Wolf Search Algorithm Based on Information Entropy Theory. Entropy 20 (1) (2018)
Suash Deb, Zhonghuan Tian, Simon Fong, Raymond K. Wong, Richard C. Millham, Kelvin Kian Loong Wong
Elephant search algorithm applied to data clustering. Soft Comput. 22 (18) (2018)
Jun Lan, Yifei Tian, Wei Song, Simon Fong, Zhitong Su
A Fast Planner Detection Method in LiDAR Point Clouds Using GPU-based RANSAC. UMCit@KDD (2018)
Kairong Duan, Simon Fong, Shirley W. I. Siu, Wei Song, Steven Sheng-Uei Guan
Adaptive Incremental Genetic Algorithm for Task Scheduling in Cloud Environments. Symmetry 10 (5) (2018)
Wei Song, Shuanghui Zou, Yifei Tian, Simon Fong
A GPU-Based Training of BP Neural Network for Healthcare Data Analysis. MUE/FutureTech (2018)
Kun Lan, Dan-tong Wang, Simon Fong, Liansheng Liu, Kelvin Kian Loong Wong, Nilanjan Dey
A Survey of Data Mining and Deep Learning in Bioinformatics. J. Medical Syst. 42 (8) (2018)
Simon Fong, Jiaxue Li, Wei Song, Yifei Tian, Raymond K. Wong, Nilanjan Dey
Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recall. J. Ambient Intell. Humaniz. Comput. 9 (4) (2018)
Suash Deb, Zhonghuan Tian, Simon Fong, Rui Tang, Raymond K. Wong, Nilanjan Dey
Solving permutation flow-shop scheduling problem by rhinoceros search algorithm. Soft Comput. 22 (18) (2018)
Chen Wei, Zhichen Yu, Simon Fong
How to Build a Chatbot: Chatbot Framework and its Capabilities. ICMLC (2018)
Tengyue Li, Simon Fong, Lili Yang
Counting Passengers in Public Buses by Sensing Carbon Dioxide Concentration: Data Collection and Machine Learning. BDIOT (2018)
Saif ur Rehman, Sohail Asghar, Simon Fong
An Efficient Ranking Scheme for Frequent Subgraph Patterns. ICMLC (2018)
Tengyue Li, Simon Fong
Counting Passengers in Public Buses by Sensing Carbon Dioxide Concentration: System Design and Implementation. BDIOT (2018)
Zhonghuan Tian, Simon Fong, Suash Deb, Rui Tang, Raymond K. Wong
Vitality-based elephant search algorithm. Oper. Res. 18 (3) (2018)
Jinyan Li, Simon Fong, Raymond K. Wong, Victor W. Chu
Adaptive multi-objective swarm fusion for imbalanced data classification. Inf. Fusion 39 (2018)
Xin-She Yang, Suash Deb, Yuxin Zhao, Simon Fong, Xingshi He
Swarm Intelligence: Past, Present and Future. CoRR (2018)
Xueyuan Gong, Simon Fong, Yain-Whar Si
Fast multi-subsequence monitoring on streaming time-series based on Forward-propagation. Inf. Sci. 450 (2018)
Wei Song, Shuanghui Zou, Yifei Tian, Su Sun, Simon Fong, Kyungeun Cho, Lvyang Qiu
A CPU-GPU Hybrid System of Environment Perception and 3D Terrain Reconstruction for Unmanned Ground Vehicle. J. Inf. Process. Syst. 14 (6) (2018)
Rui Tang, Simon Fong
Clustering big IoT data by metaheuristic optimized mini-batch and parallel partition-based DGC in Hadoop. Future Gener. Comput. Syst. 86 (2018)
Sami Mohammed, Sabah Mohammed, Jinan Fiaidhi, Tengyue Li, Simon Fong
Experimenting with Clojure on Extracting Medication Information from Clinical Narratives. BDIOT (2018)
Wei Song, Shuanghui Zou, Yifei Tian, Simon Fong, Kyungeun Cho
Classifying 3D objects in LiDAR point clouds with a back-propagation neural network. Hum. centric Comput. Inf. Sci. 8 (2018)
Rui Tang, Simon Fong, Raymond K. Wong, Kelvin Kian Loong Wong
Dynamic Group Optimization Algorithm With Embedded Chaos. IEEE Access 6 (2018)
Jiaxue Li, Simon Fong, Tengyue Li, Wei Song
Data Stream Mining with Swarm Decision Table in Fog Computing Environment. BDIOT (2018)
Xin-She Yang, Suash Deb, Yuxin Zhao, Simon Fong, Xingshi He
Swarm intelligence: past, present and future. Soft Comput. 22 (18) (2018)
Yifei Tian, Wei Song, Simon Fong, Shuanghui Zou, Euy-Soo Lee, Jongtae Rhee
A 3D Obstacle Classification Method in Point Clouds Using K-NN. BDIOT (2018)
Yaoyang Wu, Simon Fong, Tengyue Li
Study of the Influence on Beauty Brands and Their Products from Chinese Social Network: From the Perspective of Big Data. BDIOT (2018)
Simon Fong, Robert P. Biuk-Aghai, Richard C. Millham
Swarm Search Methods in Weka for Data Mining. ICMLC (2018)
Kairong Duan, Simon Fong, Yan Zhuang, Wei Song
Carbon Oxides Gases for Occupancy Counting and Emergency Control in Fog Environment. Symmetry 10 (3) (2018)
Jinyan Li, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets. Appl. Soft Comput. 69 (2018)
Bin Bin Ma, Simon Fong, Richard C. Millham
Data stream mining in fog computing environment with feature selection using ensemble of swarm search algorithms. ICTAS (2018)
Rui Tang, Simon Fong, Suash Deb, Athanasios V. Vasilakos, Richard C. Millham
Dynamic group optimisation algorithm for training feed-forward neural networks. Neurocomputing 314 (2018)
Wei Song, Ning Feng, Yifei Tian, Simon Fong, Kyungeun Cho
A Deep Belief Network for Electricity Utilisation Feature Analysis of Air Conditioners Using a Smart IoT Platform. J. Inf. Process. Syst. 14 (1) (2018)
Rui Tang, Simon Fong, Suash Deb, Raymond K. Wong
Dynamic group search algorithm for solving an engineering problem. Oper. Res. 18 (3) (2018)
Jay Pancham, Richard C. Millham, Simon Fong
Assessment of Feasible Methods Used by the Health Care Industry for Real Time Location. FedCSIS (Position Papers) (2017)
Wei Song, Ning Feng, Yifei Tian, Simon Fong
An IoT-Based Smart Controlling System of Air Conditioner for High Energy Efficiency. iThings/GreenCom/CPSCom/SmartData (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Simon Fong