Publications
Master Thesis:
Learning Efficient Classifiers Using Genetic Programming
Advisor: Dr. Been-Chian Chien
Ph.D Thesis:
Layered Multi-Population Genetic Programming And Its Applications
Supervisor: Dr. Wei-Pang Yang, Dr. Been-Chian Chien
Journal Papers:
- Been-Chian Chien, Jung-Yi Lin, Tzung-Pei Hong, "Learning
Discriminant Functions with Fuzzy Attributes for Classification Using Genetic
Programming", Expert Systems with Applications, Volume: 23, Issue: 1, July,
2002, pp. 31-37. (SCI)
- B. C. Chien and J. Y. Lin, A New Classification Scheme Using
Genetic Programming, Journal of I-Shou University, Vol. 8, (2002) 193-205.
- B. C. Chien, J. Y. Lin, W. P. Yang, Learning Effective Classifiers
with Z-value Measure Based on Genetic Programming, Pattern
Recognition, Vol. 37, No. 10, 2004, pp. 1957-1972. (SCI)
- L. Chuang, J. Hwang, B. C. Chien, J. Y. Lin, C. Chang, C. Yu, and
F. Chang,
Predicting Fetal Birth Weight by Ultrasound with the use of Genetic
Programming, Ultrasound in Medicine & Biology, Vol. 29, Number 5,
Supplement
1, (2003), S163-S163. (SCI)
- B. C. Chien and J. Y. Lin, and W. P. Yang, A Classification Tree
Based on Discriminant Functions, Journal of Information Science and
Engineering, Vol. 22, No. 3, 2006, pp. 573-594. (SCI)
- J. Y. Lin, H. R. Ke, B. C. Chien, W. P. Yang, Designing a
Classifier by a Layered Multi-Population Genetic Programming Approach,
Pattern Recognition, Vol. 40, Issue 8, Aug. 2007, pp. 2211-2225 (SCI) DOI
- J. Y. Lin, H. R. Ke, B. C. Chien, W. P. Yang, Classifier Design
with Feature Selection and Feature Extraction Using Layered
Genetic Programming, Expert Systems with Applications, 34(2), 2008, pp. 1384-1393 (SCI)
DOI
Conference Papers:
- Jen-Yuan Yeh, Jung-Yi Lin, Hao-Ren Ke, Wei-Pang Yang, "Learning to Rank for Information Retrieval Using Genetic Programming,"
Accepted by SIGIR workshop on learning to rank for information retrieval (LR4IR-2007), Amsterdam, Netherlands, July 27, 2007.
- B. C. Chien, J. Y. Lin, "Connecting multiple genetic
programming populations by a multi-layer method," Invited paper, 8th
International Symposium on Advanced Intelligent Systems (ISIS 2007), Seoul,
Korea, 2007
- J. Y. Lin, H. R. Ke, B. C. Chien, and W. P. Yang, "A new
classifier using layered genetic programming," Proceedings of the 11th
conference on artificial intelligence and applications (TAAI2006), Kaohsiung,
Taiwan, 2006.
- J. Y. Lin, H. R. Ke, B. C. Chien, and W. P. Yang, "Medical problem
classification using layered genetic programming with feature generation,"
Workshop on The Sciences of The Artificial (WSA2005), Dec 7-8, Hualien,
Taiwan, 2005. pp. 182-198
- Chuang, Louise; Hwang, Jeng-Yang; Chien, Been-Chian; Lin, Jung-Yi;
Chang, Chiung-Hsin; Yu, Chen-Hsiang; Chang, Fong-Ming, "Predicting fetal
birth weight by ultrasound with the use of genetic programming", 10th
Congress of the World Federation for Ultrasound in Medicine and Biology,
hosted by the American Institute of Ultrasound in Medicine (AIUM), June 1-4,
2003, at the Palais de Congress in Montreal, Canada.
- Been-Chian Chien, Jung-yi Lin, "A Classifier with the
Function-based Decision Tree", Sixth International Conference on Knowledge-Based Intelligent Information
Engineering Systems (KES'2002),16-18 September 2002 Podere d'Ombriano, Crema, Italy,
2002, pp. 648-652.
- Jung-Yi Lin, Been-Chian Chien, Tzung-Pei Hong, "A Function-Based
Classifier Learning Scheme Using Genetic Programming", M.-S. Chen, P.S. Yu,
and B.Liu (Eds): Advances in Knowledge Discovery and Data Mining,
(Proceedings of 6th Pacific-Asia Conference on Knowledge Discovery and Data
Mining, Taipei, Taiwan), LNAI 2336, Springer-Verlag, pp. 92-103, 2002.
- Jung-Yi Lin, Been-Chian Chien, Shih-Jing Lin, Yi-Chung Hsieh,
Yung-Feng Hwang, "An Automatic Image Classification System Using Genetic
Programming", National Computer Symposium (NCS2001), Vol. B, Taipei,
Taiwan, 2001, pp. 31-38.
- Jung-Yi Lin, Been-Chian Chien, "Learning classification rules with
fuzzy attributes using genetic programming", Proceedings of 2001 Ninth
National Conference on Fuzzy Theory and Its Applications, Taoyuan,
Taiwan, 2001, pp.338-343.
- Been-Chian Chien, Jung-Yi Lin, "Learning Discriminating functions
based on genetic programming for classification", Proceedings of the sixth
conference on artificial intelligence and applications (TAAI2001),
Kaohsiung, Taiwan, 2001, pp.306-311.
Publication Links
DBLP
Genetic Programming Bibliography