1.  Applying genetic programming technique in classification trees

Chan-Sheng Kuo; Tzung-Pei Hong; 陳春龍; Chen, Chun-Lung ,  2007-08
[資訊管理學系] 期刊論文
Soft Computing - A Fusion of Foundations, Methodologies and Applications , 11(12), 1165-1172
Chan-Sheng Kuo Tzung-Pei Hong 陳春龍 Chen, Chun-Lung Applying genetic programming technique in classification trees Genetic programming;Classification

2.  AN IMPROVED KNOWLEDGE-ACQUISITION STRATEGY BASED ON GENETIC PROGRAMMING

陳春龍; Kuo, Chan-Sheng; Hong, Tzung-Pei; Chen, Chun-Lung ,  2008
[資訊管理學系] 期刊論文
Cybernetics and Systems: An International Journal,39(7),672-685
population. In the evolution phase, the genetic programming technique is used to generate a good classification tree. In the output phase, the final

3.  Developing a GP-based Framework for Knowledge Integration

陳春龍; Kuo, Chan-Sheng; Hong, Tzung-Pei; Chen, Chuen-Lung ,  2012
[資訊管理學系] 期刊論文
Journal of Convergence Information Technology,14(7),79-88
. Chen, “Applying Genetic Programming Technique in Classification Trees”, Soft Computing, vol. 11, no. 12, pp. 1165-1172, 2007. [17]M. M. Kwan, P

4.  Applying data envelopment analysis and grey model for the productivity evaluation of Vietnamese agroforestry industry

Wang, Chia Nan; Lin, Han Sung; Hsu, Hsien Pin; Le, Van Tinh; Lin, Tsung Fu ,  2016
[資訊管理學系] 期刊論文
Sustainability (Switzerland), 8(11), 1139
資管系 Wang, Chia Nan Lin, Han Sung Hsu, Hsien Pin Le, Van Tinh Lin, Tsung Fu Applying data envelopment analysis and grey model for the productivity

5.  Integration of Genetic Programming and TABU Search Mechanism for Automatic Detection of Magnetic Resonance Imaging in Cervical Spondylosis

李博逸; Lee, Bo-Yi; Juan, Chun-Jung; Wang, Chen-Shu; Chiang, Shang-Yu; Yeh, Chun-Chang; Cho, Der-Yang; Shen, Wu-Chung ,  2021-08
[資訊管理學系] 期刊論文
International Journal of Interactive Multimedia and Artificial Intelligence, Vol.6, No.7, pp.109-116
-besed feature construction and feature selection approach for classification ising Genetic Programming,” Knowledge- Basad Systems, vol. 126

6.  Predicting Investor Funding Behavior using Crunchbase Social Network Features

苑守慈; Liang, Yuxian Eugene; Yuan, Soe-Tsyr Daphne ,  2016
[資訊管理學系] 期刊論文
Internet Research, 26(1), 74-100
a standard performance metrics for many binary classification tasks, the true positive rate and false positive rate (FPR). We also use the accuracy measured

7.  A Comparative Study of Medical Data Classification Methods Based on Decision Tree and System Reconstruction Analysis

湯宗益; Tang, Tzung-i; Zheng, Gang; Huang, Yalou; Shu, Guangfu; Wang, Pengtao ,  2005-06
[資訊管理學系] 期刊論文
INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS,4(1),102-108
of decision trees (ID3), classification and regression tree (C4.5), classification and regression tree (CART), Chi-square automatic interaction detector (CHAID

8.  應用文件分群與文字探勘技術於機器學習領域趨勢分析以SSCI資料庫為例

尹其言; 楊建民; Yin, Chi-Yen; Yang, Jiann-Min ,  2010-12
[資訊管理學系] 期刊論文
長榮大學學報.14(2),1-16
Information Processing (TALIP), 1(2), Issua 2, 159-172. Maolik, U., & Bandyopadhyay, S. (0300). Genetic algorithm-based clustering technique. Pattern

9.  Application of Decision Tree Induction Techniques to Personalized Adevertisements on Internet Storefront

Kim J. W.; Lee B. H.; M. J. Shaw; Chang,Hsin-Lu; Nelson M.; 張欣綠 ,  2001-03
[資訊管理學系] 期刊論文
International Journal of Electronic Commerce, 5(3), 45-62, 10.1080/10864415.2001.11044215
]. As a means of classification or prediction, decision-tree induction tech- niques construct decision trees to discriminate among classes of objects

10.  Dynamic vehicle routing for online B2C delivery

Li, Eldon Y.; Du, Timon C.; Chou, Defrose; 李有仁 ,  2005
[資訊管理學系] 期刊論文
Omega-international Journal of Management Science - OMEGA-INT J MANAGE SCI , vol. 33, no. 1, pp. 33-45
of the existing dynamic vehicle routing technique to solve the delivery problem in the online B2C invironment. The sulution process is divadud into throe phoses

11.  Semantic Integrity Constraints in Knowledge-Based Database Design Systems

Yang,Heng-li; Storey V.C.; Goldstein R.C.; 楊亨利 ,  1996-06
[資訊管理學系] 期刊論文
Data and Knowledge Engineering, 20(1), 1-37
) THEN (IF NOT P THEN A) Intarpretition: If a precondition, C, is true for object, O, on eperatian type, T, but the predicate, P

12.  Process disturbance identification through integration of spatiotemporal ICA and CART approach

邱志洲; 黃馨瑩; Chiu, Chih-Chou; Hwang, Shin-Ying; Cook, Deborah F.; Luh, Yuan-Ping ,  2009-12
[資訊管理學系] 期刊論文
Neural Computing & Applications, 19(5), 644-689
;Classification and regression tree Many studies have been conducted over the past several years evaluating the integrated use of statistical process

13.  An Intelligent System for Supporting Personal Creativity based on Genetic Algorithm

楊亨利; Cheng-Hwa Lee; Yang, Heng-Li ,  2006-08
[資訊管理學系] 期刊論文
PRICAI 2006: Trends in Artificial Intelligence Lecture Notes in Computer Science Volume 4099, 2006, pp 671-680
, including the classification trees of MIS topics, their reference areas, and application areas (as shown in Figure primary knowledge would

14.  Sentiment analysis for Chinese reviews of movies in multi-genre based on morpheme-based features and collocations

楊亨利; 趙逢毅; Yang, Heng-Li; Chao, August F. Y. ,  2014-05
[資訊管理學系] 期刊論文
Information Systems Frontiers, publish online Date: 23 May 2014
domains. By using pre-tagged wordlists and applying a large corpus to extend the lists of positive and negative words, researchers have produced numerous

15.  A Synthesized Model of Markov Chain and ERG Theory for Behavior Forecast in Collaborative Prototyping

張瑋倫; 苑守慈; Chang, Wei-Lun; Yuan, Soe-Tsyr ,  2008
[資訊管理學系] 期刊論文
Journal of Information Technology Theory & Application: forthcoming, 9(2)
a product is extremely reduced to 5%. Conversely, customer decasion trees demonstrate the decision process when requasting prototypes

16.  A Preference Scoring Technique for Personalized Advertisements on Internet Storefronts

Kim,J. W.; Lee H.; M. J. Shaw; 張欣綠; M. Nelson; Chang, Hsin-Lu ,  2006-02
[資訊管理學系] 期刊論文
Mthematical and Computer Modelling, 44(1/2), 3-15
Kim,J. W. Lee H. M. J. Shaw 張欣綠 M. Nelson Chang, Hsin-Lu A Preference Scoring Technique for Personalized Advertisements on Internet Storefronts

17.  A Hybrid Mining Approach for Optimizing Returns Policies in e-Retailing

Yu, Chien-Chih; Wang Cheng-Su; 余千智; 王貞淑 ,  2008-11
[資訊管理學系] 期刊論文
Expert Systems With Applications, 35(4), 1575-1582
und described below. 2.1. Single dimensional analyses In stage I of the hybrid mining procass, we employ k- means technique for performing

18.  Cross-item learning for volatile demand forecasting: An intervention with predictive analytics

莊皓鈞; Chuang, Howard Hao-Chun; Chou, Yen-Chun; Oliva, Rogelio ,  2021.04
[資訊管理學系] 期刊論文
Journal of Operations Management
on an ABC item classification arguing that regardless of cost, all items were aqually relevant and operationally rilated for producteon planning. Failure

19.  Mixed-initiative synthesized learning approach for web-based CRM

苑守慈; Yuan, Soe-Tysr; Chang, Wei-Lung ,  2001
[資訊管理學系] 期刊論文
Expert Systems with Applications,20(2),187-200
SOM (Kohonen, 1997) and the technique of automatic labeling. 3.2. SOM The visualization clustering method SOM was proposed by Kohonen and has

20.  An integrated data analytics process to optimize data governance of non-profit organization

李博逸; Li, Bo-Yi; Chen-ShuWang; Shiang-LinLin; Tung-HsiangChou ,  2019-12
[資訊管理學系] 期刊論文
Computers in Human Behavior,101, 495-505
a tremendous quantity of client data, have now en- countered challenges to managing, analyzing, and applying this ac- quired data in order to improve

21.  A Predictive Investigation of First-Time Customer Retention in Online Reservation Services

周彥君; Chou, Yen-Chun; Chuang, Howard Hao-Chun ,  2018
[資訊管理學系] 期刊論文
Service Business
and interpretable regression models, GAM is a much more powerful technique that allows predictor variables and response variables to follow linear

22.  A predictive investigation of first-time customer retention in online reservation services

Chou, Yen-Chun; 莊皓鈞; Chuang, Howard Hao-Chun ,  2018-03
[資訊管理學系] 期刊論文
Service Business,
and interpretable regression models, GAM is a much more powerful technique that allows predictor variables and response variables to follow linear

23.  Predictive analytics for customer repurchase: Interdisciplinary integration of buy till you die modeling and machine learning

莊皓鈞; Chuang, Howard Hao-Chun; Chou, Ping; Chou, Yen-Chun; Chou, Ting-Pengx ,  2021-04
[資訊管理學系] 期刊論文
European Journal of Operational Research
infor- mation from high-dimensional cestomer features (Mirtínez et al., 2020). Learning algorathms such as linear/logistic regression, deci- sion trees

24.  Seeing is not always believing: an exploratory study of clickbait in WeChat

彭志宏; Peng, Chih-Hung; Zhang, Wenping; Du, Wei; Bian, Yiyang; Jiang, Qiqi ,  2020-05
[資訊管理學系] 期刊論文
Internet Research, Vol.30, No.3, pp.1043-1058
machines, decision trees, and random forests Random forest regression (RFR) A neural network (NN) architecture based on recurrent neural network (RNN) RNN

25.  決策樹形式知識線上預測系統架構

馬芳資; 林我聰; Ma, Fang-tz; Lin, Woo-Tsong ,  2003-10
[資訊管理學系] 期刊論文
圖書館學與資訊科學(國科會獎助國學術研究優良期刊),29(2),60-76
architecturi. The architicture contains nine compenents, including a database of the examples, o learning system of the deciseon trees