All Stories

  1. Analysis and prediction of novel coronavirus pneumonia epidemic using hybrid response surface method with time-series and random forest

    Article • Journal of Intelligent & Fuzzy Systems, January 2024, IOS Press

    Professor Wei-Chiang Hong

  2. A generalized regression model based on hybrid empirical mode decomposition and support vector regression with back‐propagation neural network for mid‐short‐term load forecasting

    Article • Journal of Forecasting, February 2020, Wiley

    Professor Wei-Chiang Hong

  3. A Survey on Decentralized Consensus Mechanisms for Cyber Physical Systems

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  4. Electric Load Forecasting by Hybrid Self-Recurrent Support Vector Regression Model With Variational Mode Decomposition and Improved Cuckoo Search Algorithm

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  5. Machine Learning Adoption in Blockchain-Based Smart Applications: The Challenges, and a Way Forward

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  6. Construction of EMD-SVR-QGA Model for Electricity Consumption: Case of University Dormitory

    Article • Mathematics, December 2019, MDPI AG

    Professor Wei-Chiang Hong

  7. Electric load forecasting by complete ensemble empirical mode decomposition adaptive noise and support vector regression with quantum-based dragonfly algorithm

    Article • Nonlinear Dynamics, September 2019, Springer Science + Business Media

    Professor Wei-Chiang Hong

  8. A New Analytical Method for Reduction Process of Iron Ore Based on the Power Spectrum

    Article • Iranian Journal of Science and Technology Transactions A Science, September 2019, Springer Science + Business Media

    Professor Wei-Chiang Hong

  9. Novel chaotic bat algorithm for forecasting complex motion of floating platforms

    Article • Applied Mathematical Modelling, August 2019, Elsevier

    Professor Wei-Chiang Hong

  10. Periodogram estimation based on LSSVR-CCPSO compensation for forecasting ship motion

    Article • Nonlinear Dynamics, July 2019, Springer Science + Business Media

    Professor Wei-Chiang Hong

  11. Hybrid Empirical Mode Decomposition with Support Vector Regression Model for Short Term Load Forecasting

    Article • Energies, March 2019, MDPI AG

    Professor Wei-Chiang Hong

  12. Application of the Weighted K-Nearest Neighbor Algorithm for Short-Term Load Forecasting

    Article • Energies, March 2019, MDPI AG

    Professor Wei-Chiang Hong

  13. Short term load forecasting based on feature extraction and improved general regression neural network model

    Article • Energy, January 2019, Elsevier

    Professor Wei-Chiang Hong

  14. Hybridizing Chaotic and Quantum Mechanisms and Fruit Fly Optimization Algorithm with Least Squares Support Vector Regression Model in Electric Load Forecasting

    Article • Energies, August 2018, MDPI AG

    Professor Wei-Chiang Hong

  15. Short term load forecasting based on phase space reconstruction algorithm and bi-square kernel regression model

    Article • Applied Energy, August 2018, Elsevier

    Professor Wei-Chiang Hong

  16. Combining Grey Model and Self-Adapting Intelligent Grey Model with Genetic Algorithm and Annual Share Changes in Natural Gas Demand Forecasting

    Article • Energies, June 2018, MDPI AG

    Professor Wei-Chiang Hong

  17. A Hybrid Seasonal Mechanism with a Chaotic Cuckoo Search Algorithm with a Support Vector Regression Model for Electric Load Forecasting

    Article • Energies, April 2018, MDPI AG

    Professor Wei-Chiang Hong

  18. Hybrid Chaotic Quantum Bat Algorithm with SVR in Electric Load Forecasting

    Article • Energies, December 2017, MDPI AG

    Professor Wei-Chiang Hong

  19. Icing Forecasting of Transmission Lines with a Modified Back Propagation Neural Network-Support Vector Machine-Extreme Learning Machine with Kernel (BPNN-SVM-KELM) Based on the Variance-Covariance Weight Determination Method

    Article • Energies, August 2017, MDPI AG

    Professor Wei-Chiang Hong

  20. Correction: Liang, Y., et al. Short-Term Load Forecasting Based on Wavelet Transform and Least Squares Support Vector Machine Optimized by Improved Cuckoo Search. Energies 2016, 9, 827

    Article • Energies, December 2016, MDPI AG

    Professor Wei-Chiang Hong

  21. Analysis and Modeling for China’s Electricity Demand Forecasting Using a Hybrid Method Based on Multiple Regression and Extreme Learning Machine: A View from Carbon Emission

    Article • Energies, November 2016, MDPI AG

    Professor Wei-Chiang Hong

  22. Short-Term Load Forecasting Based on Wavelet Transform and Least Squares Support Vector Machine Optimized by Improved Cuckoo Search

    Article • Energies, October 2016, MDPI AG

    Professor Wei-Chiang Hong

  23. A novel approach based on the Gauss-vSVR with a new hybrid evolutionary algorithm and input vector decision method for port throughput forecasting

    Article • Neural Computing and Applications, June 2016, Springer Science + Business Media

    Professor Wei-Chiang Hong

  24. Hybridizing DEMD and Quantum PSO with SVR in Electric Load Forecasting

    Article • Energies, March 2016, MDPI AG

    Professor Wei-Chiang Hong

  25. Berth and quay crane coordinated scheduling using multi-objective chaos cloud particle swarm optimization algorithm

    Article • Neural Computing and Applications, March 2016, Springer Science + Business Media

    Professor Wei-Chiang Hong

  26. Electric Load Forecasting Based on a Least Squares Support Vector Machine with Fuzzy Time Series and Global Harmony Search Algorithm

    Article • Energies, January 2016, MDPI AG

    Professor Wei-Chiang Hong

  27. Electric load forecasting by the SVR model with differential empirical mode decomposition and auto regression

    Article • Neurocomputing, January 2016, Elsevier

    Professor Wei-Chiang Hong

  28. Port Throughput Forecasting by Using PPPR with Chaotic Efficient Genetic Algorithms and CMA

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  29. Hybridization of seasonal chaotic cloud simulated annealing algorithm in a SVR-based load forecasting model

    Article • Neurocomputing, March 2015, Elsevier

    Professor Wei-Chiang Hong

  30. Forecasting holiday daily tourist flow based on seasonal support vector regression with adaptive genetic algorithm

    Article • Applied Soft Computing, January 2015, Elsevier

    Professor Wei-Chiang Hong

  31. Multithreaded Parallel Dual Population Genetic Algorithm (MPDPGA) for unconstrained function optimizations on multi-core system

    Article • Applied Mathematics and Computation, September 2014, Elsevier

    Professor Wei-Chiang Hong

  32. Consistency issues of interval pairwise comparison matrices

    Article • Soft Computing, August 2014, Springer Science + Business Media

    Professor Wei-Chiang Hong

  33. Kinetics for Reduction of Iron Ore Based on the Phase Space Reconstruction

    Article • Journal of Applied Mathematics, January 2014, Hindawi Publishing Corporation

    Professor Wei-Chiang Hong

  34. Application of seasonal SVR with chaotic gravitational search algorithm in electricity forecasting

    Article • Applied Mathematical Modelling, December 2013, Elsevier

    Professor Wei-Chiang Hong

  35. Linguistic Computational Model Based on 2-Tuples and Intervals

    Article • IEEE Transactions on Fuzzy Systems, December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  36. A Multiobjective Bacterial Foraging Algorithm to Solve the Environmental Economic Dispatch Problem

    Article • Energy Sources Part B Economics Planning and Policy, October 2013, Taylor & Francis

    Professor Wei-Chiang Hong

  37. Numerical scales generated individually for analytic hierarchy process

    Article • European Journal of Operational Research, September 2013, Elsevier

    Professor Wei-Chiang Hong

  38. Kinetic model for direct smelting reduction process of Huimin iron ore

    Article • Mineral Processing and Extractive Metallurgy Transactions of the Institutions of Mining and Metallurgy Section C, June 2013, SAGE Publications

    Professor Wei-Chiang Hong

  39. Support Vector Regression Model Based on Empirical Mode Decomposition and Auto Regression for Electric Load Forecasting

    Article • Energies, April 2013, MDPI AG

    Professor Wei-Chiang Hong

  40. Hybrid optimization algorithm based on chaos, cloud and particle swarm optimization algorithm

    Article • Journal of Systems Engineering and Electronics, April 2013, Journal of Systems Engineering and Electronics

    Professor Wei-Chiang Hong

  41. Measuring consistency of linguistic preference relations: a 2-tuple linguistic approach

    Article • Soft Computing, March 2013, Springer Science + Business Media

    Professor Wei-Chiang Hong

  42. Modeling Applications and Theoretical Innovations in Interdisciplinary Evolutionary Computation

    Article • January 2013, IGI Global

    Professor Wei-Chiang Hong

  43. Cyclic electric load forecasting by seasonal SVR with chaotic genetic algorithm

    Article • International Journal of Electrical Power & Energy Systems, January 2013, Elsevier

    Professor Wei-Chiang Hong

  44. Intelligent Energy Demand Forecasting

    Article • January 2013, Springer Science + Business Media

    Professor Wei-Chiang Hong

  45. Urban traffic flow forecasting using Gauss–SVR with cat mapping, cloud model and PSO hybrid algorithm

    Article • Neurocomputing, January 2013, Elsevier

    Professor Wei-Chiang Hong

  46. Application of SVR with chaotic GASA algorithm in cyclic electric load forecasting

    Article • Energy, September 2012, Elsevier

    Professor Wei-Chiang Hong

  47. Seasonal Support Vector Regression with Chaotic Genetic Algorithm in Electric Load Forecasting

    Article • August 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  48. Competitive analysis for make-to-order scheduling with reliable lead time quotation

    Article • Journal of Combinatorial Optimization, May 2012, Springer Science + Business Media

    Professor Wei-Chiang Hong

  49. Study on Apparent Kinetic Prediction Model of the Smelting Reduction Based on the Time-Series

    Article • Mathematical Problems in Engineering, January 2012, Hindawi Publishing Corporation

    Professor Wei-Chiang Hong

  50. Support Vector Regression with Chaotic Hybrid Algorithm in Cyclic Electric Load Forecasting

    Article • January 2012, Springer Science + Business Media

    Professor Wei-Chiang Hong

  51. A hybrid approach for short term electricity price and load forecasting

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  52. Feature selection and accurate classification of single and multiple power quality events

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  53. Electric load forecasting by seasonal recurrent SVR (support vector regression) with chaotic artificial bee colony algorithm

    Article • Energy, September 2011, Elsevier

    Professor Wei-Chiang Hong

  54. SVR with Hybrid Chaotic Immune Algorithm for Seasonal Load Demand Forecasting

    Article • Energies, June 2011, MDPI AG

    Professor Wei-Chiang Hong

  55. Traffic flow forecasting by seasonal SVR with chaotic simulated annealing algorithm

    Article • Neurocomputing, June 2011, Elsevier

    Professor Wei-Chiang Hong

  56. Hybrid evolutionary algorithms in a SVR traffic flow forecasting model

    Article • Applied Mathematics and Computation, April 2011, Elsevier

    Professor Wei-Chiang Hong

  57. Forecasting urban traffic flow by SVR with continuous ACO

    Article • Applied Mathematical Modelling, March 2011, Elsevier

    Professor Wei-Chiang Hong

  58. SVR with hybrid chaotic genetic algorithms for tourism demand forecasting

    Article • Applied Soft Computing, March 2011, Elsevier

    Professor Wei-Chiang Hong

  59. Selecting the Individual Numerical Scale and Prioritization Method in the Analytic Hierarchy Process: A 2-Tuple Fuzzy Linguistic Approach

    Article • IEEE Transactions on Fuzzy Systems, February 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  60. SVR with Chaotic Genetic Algorithm in Taiwanese 3G Phone Demand Forecasting

    Article • January 2011, Springer Science + Business Media

    Dr Bijaya Ketan Panigrahi, Professor Wei-Chiang Hong

  61. Application of salesman-like recommendation system in 3G mobile phone online shopping decision support

    Article • Expert Systems with Applications, December 2010, Elsevier

    Professor Wei-Chiang Hong

  62. Seasonal adjustment in a SVR with chaotic simulated annealing algorithm traffic flow forecasting model

    Article • December 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  63. Application of seasonal SVR with chaotic immune algorithm in traffic flow forecasting

    Article • Neural Computing and Applications, October 2010, Springer Science + Business Media

    Professor Wei-Chiang Hong

  64. Application of chaotic ant swarm optimization in electric load forecasting

    Article • Energy Policy, October 2010, Elsevier

    Professor Wei-Chiang Hong

  65. Consensus models for AHP group decision making under row geometric mean prioritization method

    Article • Decision Support Systems, June 2010, Elsevier

    Professor Wei-Chiang Hong

  66. Electric load forecasting by SVR with chaotic ant swarm optimization

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  67. Taiwanese 3G mobile phone demand forecasting by SVR with hybrid evolutionary algorithms

    Article • Expert Systems with Applications, June 2010, Elsevier

    Professor Wei-Chiang Hong

  68. Hybrid evolutionary algorithms in a SVR-based electric load forecasting model

    Article • International Journal of Electrical Power & Energy Systems, September 2009, Elsevier

    Professor Wei-Chiang Hong

  69. Application of hybrid genetic algorithm and simulated annealing in a SVR traffic flow forecasting model

    Article • May 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  70. Electric load forecasting by support vector model

    Article • Applied Mathematical Modelling, May 2009, Elsevier

    Professor Wei-Chiang Hong

  71. Global competitiveness measurement for the tourism sector

    Article • Current Issues in Tourism, March 2009, Taylor & Francis

    Professor Wei-Chiang Hong

  72. Chaotic particle swarm optimization algorithm in a support vector regression electric load forecasting model

    Article • Energy Conversion and Management, January 2009, Elsevier

    Professor Wei-Chiang Hong

  73. Rainfall forecasting by technological machine learning models

    Article • Applied Mathematics and Computation, June 2008, Elsevier

    Professor Wei-Chiang Hong

  74. Composite of support vector regression and evolutionary algorithms in car-rental revenue forecasting

    Article • September 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  75. Using genetic algorithms to solve luggage typesetting problem

    Article • September 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  76. The potentiality of support vector regression with immune algorithm for regional electric load forecasting

    Article • August 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  77. A recurrent support vector regression model in rainfall forecasting

    Article • Hydrological Processes, January 2007, Wiley

    Professor Wei-Chiang Hong

  78. Continuous ant colony optimization algorithms in a support vector regression based financial forecasting model

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei-Chiang Hong

  79. Potential assessment of the support vector regression technique in rainfall forecasting

    Article • Water Resources Management, July 2006, Springer Science + Business Media

    Professor Wei-Chiang Hong

  80. Software reliability forecasting by support vector machines with simulated annealing algorithms

    Article • Journal of Systems and Software, June 2006, Elsevier

    Professor Wei-Chiang Hong

  81. Feasibility Assessment of Support Vector Regression Models with Immune Algorithms in Predicting Fatigue Life of Composites

    Article • January 2006, Atlantis Press

    Professor Wei-Chiang Hong

  82. An Improved Neural Network Model in Forecasting Arrivals

    Article • Annals of Tourism Research, October 2005, Elsevier

    Professor Wei-Chiang Hong

  83. Support vector machines with simulated annealing algorithms in electricity load forecasting

    Article • Energy Conversion and Management, October 2005, Elsevier

    Professor Wei-Chiang Hong

  84. Forecasting regional electricity load based on recurrent support vector machines with genetic algorithms

    Article • Electric Power Systems Research, June 2005, Elsevier

    Professor Wei-Chiang Hong

  85. Predicting engine reliability by support vector machines

    Article • The International Journal of Advanced Manufacturing Technology, March 2005, Springer Science + Business Media

    Professor Wei-Chiang Hong

  86. Forecasting Tourism Demand Using a Multifactor Support Vector Machine Model

    Article • January 2005, Springer Science + Business Media

    Professor Wei-Chiang Hong

  87. Firm Size Transmission Effect and Price-Volume Relationship Analysis During Financial Tsunami Periods

    Article • IGI Global

    Professor Wei-Chiang Hong

  88. The Volatility for Pre and Post Global Financial Crisis

    Article • IGI Global

    Professor Wei-Chiang Hong