| 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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