Simon Fong - researchr alias

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Viewing Publication 1 - 100 from 263

2021

Fast and Accurate Terrain Image Classification for ASTER Remote Sensing by Data Stream Mining and Evolutionary-EAC Instance-Learning-Based AlgorithmShimin Hu 0002, Simon Fong, Lili Yang, Shuang-Hua Yang, Nilanjan Dey, Richard C. Millham, Jinan Fiaidhi. remotesensing, 13(6):1123, 2021. [doi]

GPU-based parallel Shadow Features generation at neural system for improving gait human activity recognitionRicardo Brito, Robert P. Biuk-Aghai, Simon Fong. mta, 80(8):12293-12308, 2021. [doi]

An enhanced particle swarm optimization with distribution fields appearance model for object trackingQuanyi Hu, Peng Qin, Jie Yang, Simon Fong. ijwmip, 19(1), 2021. [doi]

A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoringKun Lan, Simon Fong, Liansheng Liu, Raymond K. Wong, Nilanjan Dey, Richard C. Millham, Kelvin Kian Loong Wong. eis, 15(1):15-35, 2021. [doi]

A hardware-aware CPU power measurement based on the power-exponent function model for cloud serversWeiwei Lin, Tianhao Yu, Chongzhi Gao, Fagui Liu, Tengyue Li, Simon Fong, Yongxiang Wang. isci, 547:1045-1065, 2021. [doi]

A hybrid shape-based image clustering using time-series analysisAtreyee Mondal, Nilanjan Dey, Simon Fong, Amira S. Ashour. mta, 80(3):3793-3808, 2021. [doi]

Introduction to the special section on Artificial intelligence in Industrial applications (VSI-aiia)Shiqian Wu, Simon Fong, Dhanjoo N. Ghista. cee, 92:107232, 2021. [doi]

2020

CNN-based 3D object classification using Hough space of LiDAR point cloudsWei Song 0004, LingFeng Zhang, Yifei Tian, Simon Fong, Jinming Liu, Amanda Gozho. hcis, 10:19, 2020. [doi]

Diabetic plantar pressure analysis using image fusionLuying Cao, Nilanjan Dey, Amira S. Ashour, Simon Fong, R. Simon Sherratt, Lijun Wu, Fuqian Shi. mta, 79(15-16):11213-11236, 2020. [doi]

Orchestration of Thick Data Analytics Based on Conversational Workflows in Healthcare Community of PracticeJinan Fiaidhi, Sabah Mohammed, Simon Fong. bigdataconf 2020: 4859-4865 [doi]

Predicting concentration levels of air pollutants by transfer learning and recurrent neural networkIat Hang Fong, Tengyue Li, Simon Fong, Raymond K. Wong, Antonio J. Tallón-Ballesteros. kbs, 192:105622, 2020. [doi]

Correction to "Comparative Research of Swarm Intelligence Clustering Algorithms for Analyzing Medical Data"Xueyuan Gong, Liansheng Liu, Simon Fong, Qiwen Xu, TingXi Wen, Zhihua Liu. access, 8:110251, 2020. [doi]

Towards a Context-Free Machine Universal Grammar (CF-MUG) in Natural Language ProcessingQuanyi Hu, Jie Yang, Peng Qin, Simon Fong. access, 8:165111-165129, 2020. [doi]

Could or could not of Grid-Loc: grid BLE structure for indoor localisation system using machine learningQuanyi Hu, Jie Yang, Peng Qin, Simon Fong, Jingzhi Guo. soca, 14(3):161-174, 2020. [doi]

Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detectionKun Lan, Liansheng Liu, Tengyue Li, Yuhao Chen, Simon Fong, João Alexandre Lôbo Marques, Raymond K. Wong, Rui Tang. nca, 32(19):15469-15488, 2020. [doi]

Fusing wearable and remote sensing data streams by fast incremental learning with swarm decision table for human activity recognitionTengyue Li, Simon Fong, Kelvin Kian Loong Wong, Ying Wu, Xin-She Yang 0001, Xuqi Li. inffus, 60:41-64, 2020. [doi]

White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environmentTengyue Li, Simon Fong, Shirley W. I. Siu, Xin-She Yang 0001, Liansheng Liu, Sabah Mohammed. cmpb, 197:105724, 2020. [doi]

Kennard-Stone Balance Algorithm for Time-series Big Data Stream MiningTengyue Li, Simon Fong, Yaoyang Wu, Antonio J. Tallón-Ballesteros. icdm 2020: 851-858 [doi]

Teng-Yue algorithm: a novel metaheuristic search method for fast cancer classificationTengyue Li, Simon Fong, Antonio J. Tallón-Ballesteros. gecco 2020: 47-48 [doi]

Swarm Decision Table and Ensemble Search Methods in Fog Computing Environment: Case of Day-Ahead Prediction of Building Energy Demands Using IoT SensorsTengyue Li, Simon Fong, Xuqi Li, Zhihui Lu 0002, Amir H. Gandomi. iotj, 7(3):2321-2342, 2020. [doi]

Quality enhancement of stochastic feature subset selection via genetic algorithms. Assessment in bioinformatics data setsAntonio J. Tallón-Ballesteros, Tengyue Li, Simon Fong. gecco 2020: 55-56 [doi]

Hybridized White Learning in Cloud-Based Picture Archiving and Communication System for Predictability and InterpretabilityAntonio J. Tallón-Ballesteros, Simon Fong, Tengyue Li, Liansheng Liu, Thomas Hanne, Weiwei Lin. HAIS 2020: 511-521 [doi]

Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognitionJialin Tang, Qinglang Su, Binghua Su, Simon Fong, Wei Cao, Xueyuan Gong. cmpb, 197:105622, 2020. [doi]

Mining Massive E-Health Data Streams for IoMT Enabled Healthcare SystemsAffan Ahmed Toor, Muhammad Usman 0005, Farah Younas, Alvis Cheuk M. Fong, Sajid Ali Khan, Simon Fong. sensors, 20(7):2131, 2020. [doi]

Broad Learning with Attribute Selection for Rheumatoid ArthritisJie Yang, Shigao Huang, Rui Tang, Quanyi Hu, Kun Lan, Han Wang, Qi Zhao, Simon Fong. SMC 2020: 552-558 [doi]

2019

3D Hough Transform Algorithm for Ground Surface Extraction from LiDAR Point CloudsWei Song 0004, LingFeng Zhang, Yifei Tian, Simon Fong, Su Sun. ithings 2019: 916-921 [doi]

Multiaspect-based opinion classification model for tourist reviewsMuhammad Afzaal, Muhammad Usman 0005, Alvis Cheuk M. Fong, Simon Fong. es, 36(2), 2019. [doi]

Enhanced ground segmentation method for Lidar point clouds in human-centric autonomous robot systemsPhuong Minh Chu, Seoungjae Cho, Jisun Park, Simon Fong, Kyungeun Cho. hcis, 9:17, 2019. [doi]

Fast fuzzy subsequence matching algorithms on time-seriesXueyuan Gong, Simon Fong, Yain-Whar Si. eswa, 116:275-284, 2019. [doi]

Comparative Research of Swam Intelligence Clustering Algorithms for Analyzing Medical DataXueyuan Gong, Liansheng Liu, Simon Fong, Qiwen Xu, TingXi Wen, Zhihua Liu. access, 7:137560-137569, 2019. [doi]

A formal approach to candlestick pattern classification in financial time seriesWeilong Hu, Yain-Whar Si, Simon Fong, Raymond Yiu-Keung Lau. asc, 84, 2019. [doi]

Intelligent Car Parking System Based on Blockchain Processing ReengineeringQuanyi Hu, Simon Fong, Peng Qin, Jingzhi Guo, Yong Zhang, Dan Xu, Yuanlan Chen, Jerome Yen. icebe 2020: 265-273 [doi]

Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasetsJinyan Li, Simon Fong, Liansheng Liu, Nilanjan Dey, Amira S. Ashour, Luminita Moraru. mta, 78(15):20913-20933, 2019. [doi]

White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer DiagnosisTengyue Li, Simon Fong, Liansheng Liu, Xin-She Yang, Xingshi He, Jinan Fiaidhi, Sabah Mohammed. itpro, 21(5):71-77, 2019. [doi]

Fast Incremental Learning With Swarm Decision Table and Stochastic Feature Selection in an IoT Extreme Automation EnvironmentTengyue Li, Simon Fong, Richard C. Millham, Jinan Fiaidhi, Sabah Mohammed. itpro, 21(2):14-26, 2019. [doi]

Does the Order of Attributes Play an Important Role in Classification?Antonio J. Tallón-Ballesteros, Simon Fong, Rocío Leal-Díaz. HAIS 2019: 370-380 [doi]

Addressing Low Dimensionality Feature Subset Selection: ReliefF(-k) or Extended Correlation-Based Feature Selection(eCFS)?Antonio J. Tallón-Ballesteros, Luís Cavique, Simon Fong. softcomp 2020: 251-260 [doi]

3D object recognition method with multiple feature extraction from LiDAR point cloudsYifei Tian, Wei Song 0004, Su Sun, Simon Fong, Shuanghui Zou. tjs, 75(8):4430-4442, 2019. [doi]

Attribute Reduction Based on Multi-objective Decomposition-Ensemble Optimizer with Rough Set and EntropyJie Yang, Simon Fong, Tengyue Li. icdm 2019: 673-680 [doi]

A Novel Sensor Data Pre-Processing Methodology for the Internet of Things Using Anomaly Detection and Transfer-By-Subspace-Similarity TransformationYan Zhong, Simon Fong, Shimin Hu 0002, Raymond K. Wong, Weiwei Lin. sensors, 19(20):4536, 2019. [doi]

Helpfulness-Aware Matrix Factorization for Cross-Category Service RecommendationsBowen Zhou, Raymond K. Wong, Victor W. Chu, Tengyue Li, Simon Fong, Chi-Hung Chi. IEEEscc 2019: 9-13 [doi]

2018

A GPU-Based Training of BP Neural Network for Healthcare Data AnalysisWei Song 0004, Shuanghui Zou, Yifei Tian, Simon Fong. mue 2019: 193-198 [doi]

A CPU-GPU Hybrid System of Environment Perception and 3D Terrain Reconstruction for Unmanned Ground VehicleWei Song 0004, Shuanghui Zou, Yifei Tian, Su Sun, Simon Fong, Kyungeun Cho, Lvyang Qiu. jips, 14(6):1445-1456, 2018. [doi]

Classifying 3D objects in LiDAR point clouds with a back-propagation neural networkWei Song 0004, Shuanghui Zou, Yifei Tian, Simon Fong, Kyungeun Cho. hcis, 8:29, 2018. [doi]

A Deep Belief Network for Electricity Utilisation Feature Analysis of Air Conditioners Using a Smart IoT PlatformWei Song 0004, Ning Feng, Yifei Tian, Simon Fong, Kyungeun Cho. jips, 14(1):162-175, 2018. [doi]

Elephant search algorithm applied to data clusteringSuash Deb, Zhonghuan Tian, Simon Fong, Raymond K. Wong, Richard Millham, Kelvin K. L. Wong. soco, 22(18):6035-6046, 2018. [doi]

Solving permutation flow-shop scheduling problem by rhinoceros search algorithmSuash Deb, Zhonghuan Tian, Simon Fong, Rui Tang, Raymond K. Wong, Nilanjan Dey. soco, 22(18):6025-6034, 2018. [doi]

Adaptive Incremental Genetic Algorithm for Task Scheduling in Cloud EnvironmentsKairong Duan, Simon Fong, Shirley W. I. Siu, Wei Song 0004, Steven Guan. symmetry, 10(5):168, 2018. [doi]

Carbon Oxides Gases for Occupancy Counting and Emergency Control in Fog EnvironmentKairong Duan, Simon Fong, Yan Zhuang, Wei Song 0004. symmetry, 10(3):66, 2018. [doi]

Swarm Search Methods in Weka for Data MiningSimon Fong, Robert P. Biuk-Aghai, Richard C. Millham. icmlc2 2018: 122-127 [doi]

Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recallSimon Fong, Jiaxue Li, Wei Song 0004, Yifei Tian, Raymond K. Wong, Nilanjan Dey. jaihc, 9(4):1197-1221, 2018. [doi]

Fast multi-subsequence monitoring on streaming time-series based on Forward-propagationXueyuan Gong, Simon Fong, Yain-Whar Si. isci, 450:73-88, 2018. [doi]

A Fast Planner Detection Method in LiDAR Point Clouds Using GPU-based RANSACJun Lan, Yifei Tian, Wei Song 0004, Simon Fong, Zhitong Su. kdd 2018: 28-35 [doi]

A Survey of Data Mining and Deep Learning in BioinformaticsKun Lan, Dan-tong Wang, Simon Fong, Liansheng Liu, Kelvin K. L. Wong, Nilanjan Dey. jms, 42(8), 2018. [doi]

Adaptive multi-objective swarm fusion for imbalanced data classificationJinyan Li, Simon Fong, Raymond K. Wong, Victor W. Chu. inffus, 39:1-24, 2018. [doi]

A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasetsJinyan Li, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung. asc, 69:784-805, 2018. [doi]

Counting Passengers in Public Buses by Sensing Carbon Dioxide Concentration: System Design and ImplementationTengyue Li, Simon Fong. bdiot 2018: 218-221 [doi]

Data Stream Mining with Swarm Decision Table in Fog Computing EnvironmentJiaxue Li, Simon Fong, Tengyue Li, Wei Song 0004. bdiot 2018: 37-42 [doi]

Counting Passengers in Public Buses by Sensing Carbon Dioxide Concentration: Data Collection and Machine LearningTengyue Li, Simon Fong, Lili Yang. bdiot 2018: 43-48 [doi]

Experimenting with Clojure on Extracting Medication Information from Clinical NarrativesSami Mohammed, Sabah Mohammed, Jinan Fiaidhi, Tengyue Li, Simon Fong. bdiot 2018: 119-122 [doi]

An Efficient Ranking Scheme for Frequent Subgraph PatternsSaif-Ur Rehman, Sohail Asghar, Simon Fong. icmlc2 2018: 257-262 [doi]

Gaussian Guided Self-Adaptive Wolf Search Algorithm Based on Information Entropy TheoryQun Song, Simon Fong, Suash Deb, Thomas Hanne. entropy, 20(1):37, 2018. [doi]

Dynamic group optimisation algorithm for training feed-forward neural networksRui Tang, Simon Fong, Suash Deb, Athanasios V. Vasilakos, Richard C. Millham. ijon, 314:1-19, 2018. [doi]

Dynamic group search algorithm for solving an engineering problemRui Tang, Simon Fong, Suash Deb, Raymond K. Wong. or, 18(3):781-799, 2018. [doi]

Dynamic Group Optimization Algorithm With Embedded ChaosRui Tang, Simon Fong, Raymond K. Wong, Kelvin K. L. Wong. access, 6:22728-22743, 2018. [doi]

Clustering big IoT data by metaheuristic optimized mini-batch and parallel partition-based DGC in HadoopRui Tang, Simon Fong. fgcs, 86:1395-1412, 2018. [doi]

A 3D Obstacle Classification Method in Point Clouds Using K-NNYifei Tian, Wei Song 0004, Simon Fong, Shuanghui Zou, Euy-Soo Lee, Jongtae, Rhee. bdiot 2018: 76-79 [doi]

Vitality-based elephant search algorithmZhonghuan Tian, Simon Fong, Suash Deb, Rui Tang, Raymond K. Wong. or, 18(3):841-863, 2018. [doi]

How to Build a Chatbot: Chatbot Framework and its CapabilitiesChen Wei, Zhichen Yu, Simon Fong. icmlc2 2018: 369-373 [doi]

Study of the Influence on Beauty Brands and Their Products from Chinese Social Network: From the Perspective of Big DataYaoyang Wu, Simon Fong, Tengyue Li. bdiot 2018: 7-12 [doi]

Swarm intelligence: past, present and futureXin-She Yang, Suash Deb, Yuxin Zhao, Simon Fong, Xingshi He. soco, 22(18):5923-5933, 2018. [doi]

2017

An IoT-Based Smart Controlling System of Air Conditioner for High Energy EfficiencyWei Song 0004, Ning Feng, Yifei Tian, Simon Fong. ithings 2017: 442-449 [doi]

A 3D localisation method in indoor environments for virtual reality applicationsWei Song 0004, Liying Liu, Yifei Tian, Guodong Sun, Simon Fong, Kyungeun Cho. hcis, 7:39, 2017. [doi]

A DCT-based Information Hiding Method for Network AuthenticationWei Song 0004, Shuanghui Zou, Yifei Tian, Chen Li, Su Sun, Simon Fong. bdiot 2017: 149-152 [doi]

Generating Neural Networks with Optimal Features through Particle Swarm OptimizationRicardo Brito, Simon Fong, Yan Zhuang, Yaoyang Wu. bdiot 2017: 96-101 [doi]

Simulation framework of ubiquitous network environments for designing diverse network robotsSeoungjae Cho, Simon Fong, Yong Woon Park, Kyungeun Cho. fgcs, 76:468-473, 2017. [doi]

3D Reconstruction Framework for Multiple Remote Robots on Cloud SystemPhuong Minh Chu, Seoungjae Cho, Simon Fong, Yong Woon Park, Kyungeun Cho. symmetry, 9(4):55, 2017. [doi]

Emerging Service Orchestration Discovery and MonitoringVictor W. Chu, Raymond K. Wong, Simon Fong, Chi-Hung Chi. tsc, 10(6):889-901, 2017. [doi]

An adaptive meta-heuristic search for the internet of thingsMohammad Ebrahimi, Elaheh Shafieibavani, Raymond K. Wong, Simon Fong, Jinan Fiaidhi. fgcs, 76:486-494, 2017. [doi]

Visual clustering-based apriori ARM methodology for obtaining quality association rulesSimon Fong, Robert P. Biuk-Aghai, Scarlet Tin. vinci 2017: 69-70 [doi]

Big Data Mining Algorithms for Fog ComputingSimon Fong. bdiot 2017: 57-61 [doi]

Managing Diabetes Therapy through Datastream MiningSimon Fong, Jinan Fiaidhi, Sabah Mohammed, Luiz Abel Moutinho. itpro, 19(5):50-57, 2017. [doi]

Longitudinal Ambient Mobile Sensor Monitoring for TCM-oriented Healthcare Assessments: Framework, Challenges and ApplicationsSimon Fong, Yan Zhuang, Shimin Hu, Wei Song, Liansheng Liu, Luiz Abel Moutinho. WWW 2017: 1087-1094 [doi]

On Recognizing Abnormal Human Behaviours by Data Stream Mining with Misclassified RecallsSimon Fong, Shimin Hu, Wei Song, Kyungeun Cho, Raymond K. Wong, Sabah Mohammed. WWW 2017: 1129-1135 [doi]

Training Classifiers with Shadow Features for Sensor-Based Human Activity RecognitionSimon Fong, Wei Song, Kyungeun Cho, Raymond K. Wong, Kelvin K. L. Wong. sensors, 17(3):476, 2017. [doi]

An Implementation of VR Chemistry Experiment SystemJinkun Han, Yifei Tian, Wei Song 0004, Simon Fong. bdiot 2017: 205-208 [doi]

Design and implementation of a same-user identification system in invoked reality spaceYunji Jung, Yulong Xi, Seoungjae Cho, Wei Song, Simon Fong, Kyungeun Cho. mta, 76(9):11429-11447, 2017. [doi]

Design of hand gesture interaction framework on clouds for multiple usersYeji Kim, Seoungjae Cho, Simon Fong, Yong Woon Park, Kyungeun Cho. tjs, 73(7):2851-2866, 2017. [doi]

Self-Adaptive Pre-Processing Methodology for Big Data Stream Mining in Internet of Things Environmental Sensor MonitoringKun Lan, Simon Fong, Song Wei, Athanasios V. Vasilakos, Richard Millham. symmetry, 9(10):244, 2017. [doi]

Similarity Majority Under-Sampling Technique for Easing Imbalanced Classification ProblemJinyan Li, Simon Fong, Shimin Hu, Raymond K. Wong, Sabah Mohammed. ausdm 2018: 3-23 [doi]

Facial Feature Based Secure Information TransmissionChen Li, Yanjie Wang, Simon Fong, Chenhui Duan, Wei Song 0004. bdiot 2017: 141-144 [doi]

Human Body and Face Detection based Anti-shoulder Attack System on ATMChen Li, Mengti Liang, Ke Xiao, Simon Fong, Qianli Wang, Wei Song 0004. bdiot 2017: 145-148 [doi]

Assessment of Feasible Methods Used by the Health Care Industry for Real Time LocationJay Pancham, Richard Millham, Simon Fong. FedCSIS 2017: 129-134 [doi]

Development of simulator for invoked reality environmental designSohyun Sim, Seoungjae Cho, Wei Song, Simon Fong, Yong Woon Park, Kyungeun Cho. mta, 76(9):11407-11428, 2017. [doi]

Audiences Counting in Cinema by Detecting Occupied ChairsZhitong Su, Jun Lan, Wei Song 0004, Simon Fong, Yifei Tian. mue 2017: 493-498 [doi]

Cross Entropy Method Based Hybridization of Dynamic Group Optimization AlgorithmRui Tang, Simon Fong, Nilanjan Dey, Raymond K. Wong, Sabah Mohammed. entropy, 19(10):533, 2017. [doi]

Epileptic Seizures Prediction Using Machine Learning MethodsSyed Muhammad Usman, Muhammad Usman, Simon Fong. cmmm, 2017, 2017. [doi]

General Precautions against Security Threats for Computer Networks in SMEs: From the Perspective of Big Data and IOTYaoyang Wu, Simon Fong, Yan Zhuang. bdiot 2017: 134-140 [doi]

Location-based big data analytics for guessing the next Foursquare check-insYan Zhuang, Simon Fong, Meng Yuan, Yunsick Sung, Kyungeun Cho, Raymond K. Wong. tjs, 73(7):3112-3127, 2017. [doi]

Predicting the next turn at road junction from big traffic dataYan Zhuang, Simon Fong, Meng Yuan, Yunsick Sung, Kyungeun Cho, Raymond K. Wong. tjs, 73(7):3128-3148, 2017. [doi]

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