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1

Time series forecasting by a seasonal support vector regression model

Ping-Feng Pai, Kuo-Ping Lin, Chi-Shen Lin, Ping-Teng Chang

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 355 KB

english, 2010

2

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

Ping-Feng Pai, Chih-Sheng Lin

Journal:

Year:

2005

Language:

english

File:

PDF, 260 KB

english, 2005

3

Predicting Vehicle Sales by Sentiment Analysis of Twitter Data and Stock Market Values

Pai, Ping-Feng, Liu, Chia-Hsin

Journal:

Year:

2018

Language:

english

File:

PDF, 556 KB

english, 2018

4

Using Internet Search Trends and Historical Trading Data for Predicting Stock Markets by the Least Squares Support Vector Regression Model

Pai, Ping-Feng, Hong, Ling-Chuang, Lin, Kuo-Ping

Journal:

Computational Intelligence and Neuroscience

Year:

2018

Language:

english

File:

PDF, 1.62 MB

english, 2018

5

Using Machine Learning Models and Actual Transaction Data for Predicting Real Estate Prices

Pai, Ping-Feng, Wang, Wen-Chang

Journal:

Applied Sciences

Year:

2020

File:

PDF, 555 KB

2020

6

Grey models in seasonal time series forecasting

Wang, Jean-Shyan, Pai, Ping-Feng, Lin, Yen-Hung

Journal:

Journal of Statistics and Management Systems

Year:

2005

Language:

english

File:

PDF, 475 KB

english, 2005

7

Hybrid learning fuzzy neural models in stock price forecasting

Pai, Ping-Feng, Chang, Ping-Teng, Lin, Kuo-Ping, Hongg, Wei-Chiang

Journal:

Journal of Information and Optimization Sciences

Year:

2005

Language:

english

File:

PDF, 1.60 MB

english, 2005

8

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

Pai, Ping-Feng, ChangLiao, Lan-Hung, Lin, Kuo-Ping

Journal:

Neural Computing and Applications

Year:

2016

Language:

english

File:

PDF, 465 KB

english, 2016

9

An improved support vector model in car-rental revenue forecast

Hong, Wei-Chiang, Lai, Young-Jou, Pai, Ping-Feng, Yang, Shun-Lin

Journal:

Journal of Statistics and Management Systems

Year:

2007

Language:

english

File:

PDF, 744 KB

english, 2007

10

A Rough Set Based Model in Water Quality Analysis

Ping-Feng Pai, Fong-Chuan Lee

Journal:

Water Resources Management

Year:

2010

Language:

english

File:

PDF, 327 KB

english, 2010

11

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

Ping-Feng Pai, Ming-Fu Hsu, Ming-Chieh Wang

Journal:

Knowledge-Based Systems

Year:

2011

Language:

english

File:

PDF, 353 KB

english, 2011

12

Support vector machines with simulated annealing algorithms in electricity load forecasting

Ping-Feng Pai, Wei-Chiang Hong

Journal:

Energy Conversion and Management

Year:

2005

Language:

english

File:

PDF, 314 KB

english, 2005

13

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

Pai, Ping-Feng, Chen, Chen-Tung, Hung, Wei-Zhan

Journal:

International Journal of Information Technology & Decision Making

Year:

2014

Language:

english

File:

PDF, 396 KB

english, 2014

14

[IEEE 2007 IEEE International Conference on Industrial Engineering and Engineering Management - Singapore (2007.12.2-2007.12.4)] 2007 IEEE International Conference on Industrial Engineering and Engineering Management - Predicting movement directions of stock index futures by support vector models with data preprocessing

Ping-Feng Pai,, Wan-Ru Wei,

Year:

2007

Language:

english

File:

PDF, 348 KB

english, 2007

15

Using the Least Squares Support Vector Regression to Forecast Movie Sales with Data from Twitter and Movie Databases

Huang, Yi-Ting, Pai, Ping-Feng

Journal:

Year:

2020

File:

PDF, 1.75 MB

2020

16

A Survey of Machine Learning Models in Renewable Energy Predictions

Lai, Jung-Pin, Chang, Yu-Ming, Chen, Chieh-Huang, Pai, Ping-Feng

Journal:

Applied Sciences

Year:

2020

File:

PDF, 1.15 MB

2020

17

A recurrent support vector regression model in rainfall forecasting

Ping-Feng Pai, Wei-Chiang Hong

Journal:

Hydrological Processes

Year:

2007

Language:

english

File:

PDF, 294 KB

english, 2007

18

Rough set theory with discriminant analysis in analyzing electricity loads

Ping-Feng Pai, Tai-Chi Chen

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 311 KB

english, 2009

19

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

Ping-Feng Pai, Shun-Ling Yang, Ping-Teng Chang

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 334 KB

english, 2009

20

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

Kuo-Ping Lin, Ping-Feng Pai, Shun-Ling Yang

Journal:

Applied Mathematics and Computation

Year:

2011

Language:

english

File:

PDF, 769 KB

english, 2011

21

Software reliability forecasting by support vector machines with simulated annealing algorithms

Ping-Feng Pai, Wei-Chiang Hong

Journal:

Journal of Systems and Software

Year:

2006

Language:

english

File:

PDF, 245 KB

english, 2006

22

System reliability forecasting by support vector machines with genetic algorithms

Journal:

Mathematical and Computer Modelling

Year:

2006

Language:

english

File:

PDF, 601 KB

english, 2006

23

Capacitated Lot size problems with fuzzy capacity

Journal:

Mathematical and Computer Modelling

Year:

2003

Language:

english

File:

PDF, 492 KB

english, 2003

24

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

Ping-Feng Pai, E.S. Lee

Journal:

Computers & Mathematics with Applications

Year:

2001

Language:

english

File:

PDF, 607 KB

english, 2001

25

Heuristic PAC model for hybrid MTO and MTS production environment

Sheng-Hung Chang, Ping-Feng Pai, Kuo-Jung Yuan, Bo-Chang Wang, Rong-Kwei Li

Journal:

International Journal of Production Economics

Year:

2003

Language:

english

File:

PDF, 232 KB

english, 2003

26

Application of Hybrid Learning Neural Fuzzy Systems in Reliability Prediction

Ping-Feng Pai, Kuo-Ping Lin

Journal:

Quality and Reliability Engineering International

Year:

2006

Language:

english

File:

PDF, 506 KB

english, 2006

27

A daily production model for wafer fabrication

Ping-Feng Pai, Ching-En Lee, Tzu-Haw Su

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2004

Language:

english

File:

PDF, 290 KB

english, 2004

28

Continuous review reorder point problems in a fuzzy environment

Ping-Feng Pai, Min-Min Hsu

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2003

Language:

english

File:

PDF, 322 KB

english, 2003

29

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

Shigan Deng, Ping-Feng Pai, Chih-Chiang Lai, Peir-Shin Wu

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2005

Language:

english

File:

PDF, 387 KB

english, 2005

30

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

Ping-Feng Pai, Ping-Teng Chang, Shi-Yin Lee

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2005

Language:

english

File:

PDF, 298 KB

english, 2005

31

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

Ping-Feng Pai, Chih-Sheng Lin

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2005

Language:

english

File:

PDF, 344 KB

english, 2005

32

Predicting engine reliability by support vector machines

Wei-Chiang Hong, Ping-Feng Pai

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2006

Language:

english

File:

PDF, 319 KB

english, 2006

33

Potential assessment of the support vector regression technique in rainfall forecasting

Wei-Chiang Hong, Ping-Feng Pai

Journal:

Water Resources Management

Year:

2007

Language:

english

File:

PDF, 561 KB

english, 2007

34

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

Kuo-Ping Lin, Ping-Teng Chang, Kuo-Chen Hung, Ping-Feng Pai

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 680 KB

english, 2010

35

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

Ping-Feng Pai, Shi-Yu Chen, Chao-Wei Huang, Ya-Hsin Chang

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 456 KB

english, 2010

36

A fuzzy support vector regression model for business cycle predictions

Kuo-Ping Lin, Ping-Feng Pai

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 388 KB

english, 2010

37

An Improved Neural Network Model in Forecasting Arrivals

Ping-Feng Pai, Wei-Chiang Hong

Journal:

Annals of Tourism Research

Year:

2005

Language:

english

File:

PDF, 64 KB

english, 2005

38

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

Kuo-Ping Lin, Hung-Pin Ho, Kuo-Chen Hung, Ping-Feng Pai

Journal:

Computers & Industrial Engineering

Year:

2012

Language:

english

File:

PDF, 1.92 MB

english, 2012

39

Hybrid ellipsoidal fuzzy systems in forecasting regional electricity loads

Journal:

Energy Conversion and Management

Year:

2006

Language:

english

File:

PDF, 141 KB

english, 2006

40

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

Ping-Feng Pai, Yi-Jia Lyu, Yu-Min Wang

Journal:

Computers & Education

Year:

2010

Language:

english

File:

PDF, 901 KB

english, 2010

41

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

Ping-Feng Pai, Wei-Chiang Hong

Journal:

Electric Power Systems Research

Year:

2005

Language:

english

File:

PDF, 448 KB

english, 2005

42

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

Lin, Kuo-Ping, Pai, Ping-Feng, Lu, Yu-Ming, Chang, Ping-Teng

Journal:

Information Sciences

Year:

2013

Language:

english

File:

PDF, 1.22 MB

english, 2013

43

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

Ming-Fu Hsu, Ping-Feng Pai

Journal:

Quality & Quantity

Year:

2013

Language:

english

File:

PDF, 215 KB

english, 2013

44

Enhancing decisions with life cycle analysis for risk management

Ping-Feng Pai, Ming-Fu Hsu, Lin Lin

Journal:

Neural Computing and Applications

Year:

2014

Language:

english

File:

PDF, 537 KB

english, 2014

45

Tourism demand forecasting using novel hybrid system

Pai, Ping-Feng, Hung, Kuo-Chen, Lin, Kuo-Ping

Journal:

Expert Systems with Applications

Year:

2014

Language:

english

File:

PDF, 1.67 MB

english, 2014

46

Using ADABOOST and Rough Set Theory for Predicting Debris Flow Disaster

Pai, Ping-Feng, Li, Lan-Lin, Hung, Wei-Zhan, Lin, Kuo-Ping

Journal:

Water Resources Management

Year:

2014

Language:

english

File:

PDF, 317 KB

english, 2014

47

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

Chang, Ping-Teng, Hung, Lung-Ting, Pai, Ping-Feng, Lin, Kuo-Ping

Journal:

Computers & Industrial Engineering

Year:

2013

Language:

english

File:

PDF, 845 KB

english, 2013

48

[IEEE 2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) - Shenyang, China (2013.07.23-2013.07.25)] 2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) - Extending the strategy game from multi-criteria considerations with linguistic variables

Chen, Chen-Tung, Ping-Feng Pai,, Wei-Zhan Hung,

Year:

2013

Language:

english

File:

PDF, 310 KB

english, 2013

49

[IEEE 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Taipei, Taiwan (2011.06.27-2011.06.30)] 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) - Handling fuzzy decision making problem based on linguistic information and intersection concept

Chen, Chen-Tung, Pai, Ping-Feng, Hung, Wei-Zhan

Year:

2011

Language:

english

File:

PDF, 271 KB

english, 2011

50

[IEEE 2009 First Asian Conference on Intelligent Information and Database Systems, ACIIDS - Dong hoi, Quang binh, Vietnam (2009.04.1-2009.04.3)] 2009 First Asian Conference on Intelligent Information and Database Systems - Management of Wireless Local Area Networks by Artificial Neural Networks with Principal Components Analysis

Pai, Ping-Feng, Chang, Ying-Chieh, Hu, Yu-Pin

Year:

2009

Language:

english

File:

PDF, 254 KB

english, 2009

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