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Ping-Feng Pai

發佈單位 : ycc 發佈者 : 張瑛杰

Ping-Feng Pai

Distinguished Professor of Information Management, National Chi Nan University, Taiwan

Machine LearningNeural NetworksSupport Vector MachinesMeta Heuristics

標題

引用次數

年份
A hybrid ARIMA and support vector machines model in stock price forecasting

PF Pai, CS Lin

Omega 33 (6), 497-505

1115 2005
Support vector machines with simulated annealing algorithms in electricity load forecasting

PF Pai, WC Hong

Energy Conversion and Management 46 (17), 2669-2688

491 2005
Forecasting regional electricity load based on recurrent support vector machines with genetic algorithms

PF Pai, WC Hong

Electric Power Systems Research 74 (3), 417-425

482 2005
Software reliability forecasting by support vector machines with simulated annealing algorithms

PF Pai, WC Hong

Journal of Systems and Software 79 (6), 747-755

224 2006
Sustainable supply chain management using approximate fuzzy DEMATEL method

KP Lin, ML Tseng, PF Pai

Resources, Conservation and Recycling 128, 134-142

175 2018
System reliability forecasting by support vector machines with genetic algorithms

PF Pai

Mathematical and Computer Modelling 43 (3-4), 262-274

154 2006
Tourism demand forecasting using novel hybrid system

PF Pai, KC Hung, KP Lin

Expert Systems with applications 41 (8), 3691-3702

134 2014
A support vector machine-based model for detecting top management fraud

PF Pai, MF Hsu, MC Wang

Knowledge-Based Systems 24 (2), 314-321

130 2011
An improved neural network model in forecasting arrivals.

PF Pai, WC Hong

Annals of Tourism Research 32 (4), 1138-1141

119 2005
Time series forecasting by a seasonal support vector regression model

PF Pai, KP Lin, CS Lin, PT Chang

Expert Systems with Applications 37 (6), 4261-4265

113 2010
Predicting engine reliability by support vector machines

WC Hong, PF Pai

The International Journal of Advanced Manufacturing Technology 28, 154-161

113 2006
Potential assessment of the support vector regression technique in rainfall forecasting

WC Hong, PF Pai

Water Resources Management 21, 495-513

109 2007
Solar power output forecasting using evolutionary seasonal decomposition least-square support vector regression

KP Lin, PF Pai

Journal of Cleaner Production 134, 456-462

101 2016
A recurrent support vector regression model in rainfall forecasting

PF Pai, WC Hong

Hydrological Processes: An International Journal 21 (6), 819-827

93 2007
Predicting vehicle sales by sentiment analysis of twitter data and stock market values

PF Pai, CH Liu

IEEE Access 6, 57655-57662

88 2018
Revenue forecasting using a least-squares support vector regression model in a fuzzy environment

KP Lin, PF Pai, YM Lu, PT Chang

Information Sciences 220, 196-209

86 2013
A survey of machine learning models in renewable energy predictions

JP Lai, YM Chang, CH Chen, PF Pai

Applied Sciences 10 (17), 5975

84 2020
The application of support vector machines to forecast tourist arrivals in Barbados: An empirical study

PF Pai, H Wei-Chiang, C Ping-Teng, C Chen-Tung

International Journal of Management 23 (2), 375

82 2006
Heuristic PAC model for hybrid MTO and MTS production environment

SH Chang, PF Pai, KJ Yuan, BC Wang, RK Li

International Journal of Production Economics 85 (3), 347-358

79 2003
Forecasting concentrations of air pollutants by logarithm support vector regression with immune algorithms

KP Lin, PF Pai, SL Yang

Applied Mathematics and Computation 217 (12), 5318-5327

77 2011
An integrated methodology using linguistic PROMETHEE and maximum deviation method for third-party logistics supplier selection

CT Chen, PF Pai, WZ Hung

International journal of computational intelligence systems 3 (4), 438-451

75 2010
A hybrid support vector machine regression for exchange rate prediction

WC Hong

International Journal of Information and Management Sciences 17 (2), 19-32

72 2006
A simulation of vendor managed inventory dynamics using fuzzy arithmetic operations with genetic algorithms

KP Lin, PT Chang, KC Hung, PF Pai

Expert Systems with Applications 37 (3), 2571-2579

63 2010
Using support vector machines to forecast the production values of the machinery industry in Taiwan

PF Pai, CS Lin

The International Journal of Advanced Manufacturing Technology 27, 205-210

59 2005
Hybrid ellipsoidal fuzzy systems in forecasting regional electricity loads

PF Pai

Energy Conversion and Management 47 (15-16), 2283-2289

57 2006
Analyzing basketball games by a support vector machines with decision tree model

PF Pai, LH ChangLiao, KP Lin

Neural Computing and Applications 28, 4159-4167

49 2017
Using machine learning models and actual transaction data for predicting real estate prices

PF Pai, WC Wang

Applied Sciences 10 (17), 5832

44 2020
A fuzzy support vector regression model for business cycle predictions

KP Lin, PF Pai

Expert Systems with Applications 37 (7), 5430-5435

43 2010
Ant colony optimization system for a multi-quantitative and qualitative objective job-shop parallel-machine-scheduling problem

PT Chang, KP Lin, PF Pai, CZ Zhong, CH Lin, LT Hung

International Journal of Production Research 46 (20), 5719-5759

41 2008
Deep belief networks with genetic algorithms in forecasting wind speed

KP Lin, PF Pai, YJ Ting

IEEE Access 7, 99244-99253

39 2019
Forecasting output of integrated circuit industry by support vector regression models with marriage honey-bees optimization algorithms

PF Pai, SL Yang, PT Chang

Expert Systems with Applications 36 (7), 10746-10751

38 2009
A daily production model for wafer fabrication

PF Pai, CE Lee, TH Su

The International Journal of Advanced Manufacturing Technology 23, 58-63

35 2004
Rough set theory with discriminant analysis in analyzing electricity loads

PF Pai, TC Chen

Expert Systems with Applications 36 (5), 8799-8806

30 2009
Applying fuzzy arithmetic to the system dynamics for the customer–producer–employment model

PT Chang, PF Pai, KP Lin, MS Wu

International journal of systems science 37 (10), 673-698

29 2006
Highway traffic forecasting by support vector regression model with tabu search algorithms

WC Hong, PF Pai, SL Yang, R Theng

The 2006 IEEE International Joint Conference on Neural Network Proceedings …

29 2006
Using ADABOOST and rough set theory for predicting debris flow disaster

PF Pai, LL Li, WZ Hung, KP Lin

Water Resources Management 28, 1143-1155

24 2014
Applying linguistic VIKOR and knowledge map in personnel selection

CT Chen, PF Pai, WZ Hung

Asia Pacific Management Review 16 (4), 491-502

24 2011
Analyzing foreign exchange rates by rough set theory and directed acyclic graph support vector machines

PF Pai, SY Chen, CW Huang, YH Chang

Expert systems with applications 37 (8), 5993-5998

22 2010
A rough set based model in water quality analysis

PF Pai, FC Lee

Water resources management 24, 2405-2418

21 2010
Capacitated lot size problems with fuzzy capacity

PF Pai

Mathematical and Computer Modelling 38 (5-6), 661-669

21 2003
Hybrid learning fuzzy neural models in forecasting engine system reliability

PT Chang, KP Lin, PF Pai

Proceeding of the fifth Asia Pacific industrial engineering and management …

19 2004
A grey prediction model with factor analysis technique

YH Lin, JS Wang, PF Pai

Journal of the Chinese Institute of Industrial Engineers 21 (6), 535-542

19 2004
Applying linguistic information and intersection concept to improve effectiveness of multi-criteria decision analysis technology

PF Pai, CT Chen, WZ Hung

International Journal of Information Technology & Decision Making 13 (02 …

17 2014
A solution to the stacking sequence of a composite laminate plate with constant thickness using simulated annealing algorithms

S Deng, PF Pai, CC Lai, PS Wu

The International Journal of Advanced Manufacturing Technology 26, 499-504

17 2005
Part-machine family formation using genetic algorithms in a fuzzy environment

PF Pai, PT Chang, SY Lee

The International Journal of Advanced Manufacturing Technology 25, 1175-1179

17 2005
Forecasting tourism demand using a multifactor support vector machine model

PF Pai, WC Hong, CS Lin

Computational Intelligence and Security: International Conference, CIS 2005 …

17 2005
Credit rating analysis by the decision-tree support vector machine with ensemble strategies

PF Pai, YS Tan, MF Hsu

International Journal of Fuzzy Systems 17, 521-530

16 2015
Combining fuzzy weight average with fuzzy inference system for material substitution selection in electric industry

KP Lin, HP Ho, KC Hung, PF Pai

Computers & Industrial Engineering 62 (4), 1034-1045

16 2012
Determining Parameters of Support Vector Machines by Genetic Algorithms-Applications to Reliability Prediction

PF Pai, WC Hong, YS Lee

International Journal of Operations Research 2 (1), 1-7

16 2005
Application of support vector machines in predicting employee turnover based on job performance

WC Hong, PF Pai, YY Huang, SL Yang

Advances in Natural Computation: First International Conference, ICNC 2005 …

16 2005
An enhanced support vector machines model for classification and rule generation

PF Pai, MF Hsu

Computational optimization, methods and algorithms, 241-258

15 2011
Application of hybrid learning neural fuzzy systems in reliability prediction

PF Pai, KP Lin

Quality and Reliability Engineering International 22 (2), 199-211

15 2006
A fuzzy logic-based approach in capacity-planning problems

PF Pai, PT Chang, SS Wang, KP Lin

The International Journal of Advanced Manufacturing Technology 23, 806-811

15 2004
Continuous review reorder point problems in a fuzzy environment

PF Pai, MM Hsu

The International Journal of Advanced Manufacturing Technology 22, 436-440

15 2003
Analyzing academic achievement of junior high school students by an improved rough set model

PF Pai, YJ Lyu, YM Wang

Computers & Education 54 (4), 889-900

14 2010
Applying least squares support vector regression with genetic algorithms for radio-wave path-loss prediction in suburban environment

KP Lin, KC Hung, JC Lin, CK Wang, PF Pai

Advances in Neural Network Research and Applications, 861-868

14 2010
Using internet search trends and historical trading data for predicting stock markets by the least squares support vector regression model

PF Pai, LC Hong, KP Lin

Computational intelligence and neuroscience 2018

13 2018
Continuous ant colony optimization in a SVR urban traffic forecasting model

WC Hong, PF Pai, SL Yang, CY Lai

Computational and Ambient Intelligence: 9th International Work-Conference on …

12 2007
Recurrent support vector machines in reliability prediction

WC Hong, PF Pai, CT Chen, PT Chang

Advances in Natural Computation: First International Conference, ICNC 2005 …

12 2005
Incorporating support vector machines with multiple criteria decision making for financial crisis analysis

MF Hsu, PF Pai

Quality & Quantity 47, 3481-3492

11 2013
A hybrid data mining model in analyzing corporate social responsibility

PF Pai, LC Chen, KP Lin

Neural Computing and Applications 27, 749-760

10 2016
Enhancing decisions with life cycle analysis for risk management

PF Pai, MF Hsu, L Lin

Neural Computing and Applications 24, 1717-1724

10 2014
A group decision classifier with particle swarm optimization and decision tree for analyzing achievements in mathematics and science

PF Pai, CT Chen, YM Hung, WZ Hung, YC Chang

Neural Computing and Applications 25, 2011-2023

9 2014
A New Decision-Making Process for Selecting Project Leader Based on Social Network and Knowledge Map.

CT Chen, PF Pai, WZ Hung

International Journal of Fuzzy Systems 15 (1)

9 2013
Predicting movement directions of stock index futures by support vector models with data preprocessing

PF Pai, WR Wei

2007 IEEE International Conference on Industrial Engineering and Engineering …

7 2007
Improving project-profit prediction using a two-stage forecasting system

PT Chang, LT Hung, PF Pai, KP Lin

Computers & Industrial Engineering 66 (4), 800-807

6 2013
Stock price forecasting in Taiwan using ellipsoidal fuzzy system

PF Pai, KP Lin, JS Wang

Journal of the Chinese Institute of Industrial Engineers 21 (2), 146-155

6 2004
Forecasting hotel room occupancy using long short-term memory networks with sentiment analysis and scores of customer online reviews

YM Chang, CH Chen, JP Lai, YL Lin, PF Pai

Applied Sciences 11 (21), 10291

5 2021
A two-phase fuzzy decision-making method based on multigranular linguistic assessment

CT Chen, PF Pai, WZ Hung

African Journal of Business Management 6 (24), 7198

5 2012
Parts clustering by self-organizing map neural network in a fuzzy environment

PF Pai, ES Lee

Computers & Mathematics with Applications 42 (1-2), 179-188

5 2001
Using the least squares support vector regression to forecast movie sales with data from Twitter and movie databases

YT Huang, PF Pai

Symmetry 12 (4), 625

4 2020
Combined utility function with TOPSIS for personnel selection based on multi-type information environment

CT Chen, PF Pai, WZ Hung

International conference on Business and Information, Business and …

4 2011
Diagnosing faulty products in TFT-LCD manufacturing processes by support vector machines with principal components analysis

PF Pai, TM Wu, KP Lin, SL Yang

2009 WRI Global Congress on Intelligent Systems 2, 413-417

4 2009
Genetic algorithms in simulating optimal stacking sequence of a composite laminate plate with constant thickness

PF Pai, S Deng, CC Lai, PS Wu

International Journal of Modelling and Simulation 26 (1), 61-68

4 2006
The Use of Convolutional Neural Networks and Digital Camera Images in Cataract Detection

CJ Lai, PF Pai, M Marvin, HH Hung, SH Wang, DN Chen

Electronics 11 (6), 887

3 2022
Developing kernel intuitionistic fuzzy c-means clustering for e-learning customer analysis

KP Lin, CL Lin, KC Hung, YM Lu, PF Pai

2012 IEEE International Conference on Industrial Engineering and Engineering …

3 2012
Group MCDM method with alternative voting system based on multi-information environment

CT CHEN, CCHE HUANG, PF PAI, WEIZ HUNG

Uncertainty Modeling in Knowledge Engineering and Decision Making, 171-176

3 2012
Applying multi-criteria decision classifier in multi-class classification

CT Chen, PF Pai, WZ Hung

2011 Eighth International Conference on Fuzzy Systems and Knowledge …

3 2011
Handling fuzzy decision making problem based on linguistic information and intersection concept

CT Chen, PF Pai, WZ Hung

2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), 1504-1509

3 2011
Computer-assisted audit techniques based on an enhanced rough set model

PF Pai, MF Hsu, MC Wang

The 6th International Conference on Networked Computing and Advanced …

3 2010
An improved support vector machines model in medical data analysis

HH Chen, PF Pai, YZ Cho, FC Lee, JC Fu

International Journal of Mathematical Modelling and Numerical Optimisation 1 …

3 2010
Composite of support vector regression and evolutionary algorithms in car-rental revenue forecasting

WC Hong, YJ Lai, PF Pai, SL Lee, SL Yang

2007 IEEE Congress on Evolutionary Computation, 2872-2878

3 2007
Deal with Linguistic Multi-Criteria Decision Making Problem Based on Sequential Multi-person Game Methodology

CT Chen, PF Pai, WZ Hung

Modern Advances in Applied Intelligence: 27th International Conference on …

2 2014
Extending the strategy game from multi-criteria considerations with linguistic variables

CT Chen, PF Pai, WZ Hung

2013 10th International Conference on Fuzzy Systems and Knowledge Discovery …

2 2013
Image enhancement of shoulder magnetic resonance imaging in rotator cuff injury diagnosis

JC Fu, CC Lin, YK Ou, CN Wang, PF Pai

Journal of the Chinese Institute of Industrial Engineers 29 (2), 87-97

2 2012
A hybrid kernel principal component analysis and support vector machine model for analysing sonographic features of parotid glands in Sjogren's syndrome

PF Pai, YH Chang, MF Hsu, J Fu, HH Chen

International Journal of Mathematical Modelling and Numerical Optimisation 2 …

2 2011
A Comparative Study of Three Time Series Models in Grain Future Forecasting

PF Pai, C Yen-Chang

International Journal of Management 23 (3), 446

2 2006
Grey models in seasonal time series forecasting

JS Wang, PF Pai, YH Lin

Journal of Statistics and Management Systems 8 (3), 459-476

2 2005
Fuzzy neural applications in group technology

PFF Pai

Kansas State University

2 1998
A relevance vector machine with rough set theory model in analyzing the life cycle of new economic firms

MF Hsu, PF Pai, WS Chung

Neural Network World 23 (6), 571

1 2013
Rule generation based on novel two-stage model

KP Lin, CL Lin, YM Lu, PF Pai

Diversity, Technology, and Innovation for Operational Competitiveness …

1 2013
Feasibility Assessment of Support Vector Regression Models with Immune Algorithms in Predicting Fatigue Life of Composites

WC Hong

9th International Conference on Computer Science and Informatics, 1220-1223

1 2006
Using directed acyclic graph support vector machines with tabu search for classifying faulty product types

PF Pai, YY Huang

Advances in Neural Networks-ISNN 2006: Third International Symposium on …

1 2006
Hybrid learning fuzzy neural models in stock price forecasting

PF Pai, PT Chang, KP Lin, WC Hongg

Journal of Information and Optimization Sciences 26 (3), 495-508

1 2005
Operations Research in the Design of Cell Formation in Cellular Manufacturing Systems

ES Lee, PF Pai

Uncertainty And Optimality: Probability, Statistics and Operations Research …

1 2002
A neuro-fuzzy approach in parts clustering

PF Pai

PeachFuzz 2000. 19th International Conference of the North American Fuzzy …

1 2000
Forecasting inflation rates be extreme gradient boosting with the genetic algorithm

YS Li, PF Pai, YL Lin

Journal of Ambient Intelligence and Humanized Computing 14 (3), 2211-2220

  2023
A Dual Long Short-Term Memory Model in Forecasting the Number of COVID-19 Infections

JP Lai, PF Pai

Electronics 12 (3), 759

  2023
Tree-Based Machine Learning Models with Optuna in Predicting Impedance Values for Circuit Analysis

JP Lai, YL Lin, HC Lin, CY Shih, YP Wang, PF Pai

Micromachines 14 (2), 265

  2023
Using Light Gradient Boosting Machine with Genetic Algorithms and Google Trends in Forecasting COVID-19 Confirmed Cases

CC Fang, PF Pai, CJ Lai, YL Lin

International Journal of Information and Management Sciences 33 (4), 353-367

  2022
Using Deep Learning Techniques in Forecasting Stock Markets by Hybrid Data with Multilingual Sentiment Analysis

YL Lin, CJ Lai, PF Pai

Electronics 11 (21), 3513

  2022
Forecasting hourly intermittent rainfall by deep belief networks with simple exponential smoothing

GY Huang, CJ Lai, PF Pai

Water Resources Management 36 (13), 5207-5223

  2022
RLC Circuit Forecast in Analog IC Packaging and Testing by Machine Learning Techniques

JP Lai, YL Lin, HC Lin, CY Shih, YP Wang, PF Pai

Micromachines 13 (8), 1305

  2022
Intuitionistic Fuzzy C-Least Squares Support Vector Regression with Sammon Mapping Clustering Algorithm

TL Ju, PF Pai, CH Kuo

Managing Intellectual Capital and Innovation for Sustainable and Inclusive …

  2015
Management of wireless local area networks by artificial neural networks with principal components analysis

PF Pai, YC Chang, YP Hu

2009 First Asian Conference on Intelligent Information and Database Systems …

  2009
Application of a Rough Set Theory on a Bird-Watching System

PF Pai, FC Lee, QY Zhang, YQ Wu, WT Liao

戶外遊憩研究 21 (4), 93-108

  2008
An improved support vector model in car-rental revenue forecast

WC Hong, YJ Lai, PF Pai, SL Yang

Journal of Statistics and Management Systems 10 (3), 427-437

  2007
Using support vector machines and rough sets theory for classifying faulty types of diesel engine

PF Pai, YY Huang

Computational Science and Its Applications–ICCSA 2007: International …

  2007
Potential Assessment of an Ellipsoidal Neural Fuzzy Time Series Model for Freeway Traffic Prediction

PF Pai, KP Lin, PT Chang

Adaptive and Natural Computing Algorithms: 8th International Conference …

  2007
Workshop on Computational Intelligence Approaches and Methods for Security Engineering (CIAMSE 07)-Using Support Vector Machines and Rough Sets Theory for Classifying Faulty …

PF Pai, YY Huang

Lecture Notes in Computer Science 4705, 550-561

  2007
Feasibility Assessment of Support Vector Regression Models with Immune Algorithms in Predicting Fatigue Life of Composites

PF Pai, WC Hong, FM Lai, JH Wu, SL Yang

9th Joint International Conference on Information Sciences (JCIS-06)

  2006
Industrial Applications-Using Directed Acyclic Graph Support Vector Machines with Tabu Search for Classifying Faulty Product Types

PF Pai, YY Huang

Lecture Notes in Computer Science 3973, 1117-1125

  2006
Grey models in seasonal time series forecasting

JS Wang, PF Pai, YH Lin

Quality control and applied statistics 51 (5), 559-564

  2006
Statistical Neural Network Models and Support Vector Machines-Recurrent Support Vector Machines in Reliability Prediction

WC Hong, PF Pai, CT Chen, PT Chang

Lecture Notes in Computer Science 3610, 619-629

  2005
The application of support vector machine to forecast tourist arrivals in Barbados

PF Pai, WC Hong, PT Chang

An empirical study, International Journal of Management 2005

  2005
Statistical Neural Network Models and Support Vector Machines-Application of Support Vector Machines in Predicting Employee Turnover Based on Job Performance

WC Hong, PF Pai, YY Huang, SL Yang

Lecture Notes in Computer Science 3610, 668-674

  2005
Electricity load forecasting by using support vector machines with simulated annealing algorithm

WC Hong, PF Pai, CS Lin, CCT Chen

Conference, Proceedin-g

  2005
A Heuristic Production Activity Control for Wafer Fabrication Factory with Hybrid MTO and MTS Production Environment

PF Pai

International Journal of Production Economy

  2003
Dept. of Industrial and Manufacturing Systems Engineering

PF Pai

Uncertainty and Optimality: Probability, Statistics and Operations Research, 443

  2002
Wei Chiang Hong'.

YJ Lai, PF Pai, SL Yang

   
A Study of Linguistic GMCDM Based on Different Aggregation Processes of Decision Information

CT Chen, PF Pai, WZ Hung

   
DEVELOPING LEAST-SQUARES SUPPORT VECTOR REGRESSION WITH FUZZY CLUSTERING FOR PROJECT-PROFIT PREDICTION

KP Lin, PT Chang, LT Hung, PF Pai, YM Lu

   
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