Welcome to

Fuzzy Information Systems Laboratory
Department of Computer Science and Information Engineering
National Taiwan University of Science and Technology
Taipei, Taiwan

Professor:     Shyi-Ming Chen, Ph.D.
Ph.D. Students: Yu-Chuan Chang Li-Wei Lee Cheng-Yi Wang
Tri-Hien Nguyen Jiunn-Chin Wang Ismail Adel Al-Taharwa
Master Students: Huai-Ping Chu Kun-Shan Yo Ting-Kuei Li
Chih-Yao Chien Wen-Chyuan Hsin Den-Suen Lee
Po-Jui Sue Chao-Dian Chen Shun-Jhong Niou
Wei-Chih Yin Ming-Wey Yang Kurniawan Tanuwijaya
Kata Sanguansat Abdul Munif Gandhi Maruli Tua Manalu

Research Areas: 

Ph.D. Dissertations:

Academic Year Name

Titles

2003

 

Yih-Jeng Horng

 

New Fuzzy Information Retrieval Methods Based on Knowledge-Based Techniques (Winner of the 2003 Acer Dragon Thesis Award for Outstanding Ph.D. Dissertation)
2004 Shi-Jay Chen New Information Fusion and Information Aggregation Methods for Handling Multicriteria Fuzzy Decision-Making Problems (Winner of the 2005 Taiwan Fuzzy Systems Association Award for Outstanding Ph.D. Dissertation and Winner of the 2005 Acer Dragon Thesis Award for Outstanding Ph.D. Dissertation)
2011 Li-Wei Lee New Methods for Fuzzy Multiple Attributes Group Decision Making Based on Interval Type-2 Fuzzy Sets and Likelihood-Based Comparison Relations (Winner of the 2011 Taiwanese Association for Artificial Intelligence Award for Outstanding Ph.D. Dissertation)
2012 Yu-Chuan Chang New Fuzzy Interpolative Reasoning Methods for Sparse Fuzzy Rule-Based Systems
2017 Cheng-Yi Wang New Methods for Multiple Attribute Decision Making Based on Interval Type-2 Fuzzy Sets and Interval-Valued Intuitionistic Fuzzy Sets

Master Theses

Academic Year Name

Titles

1993 Jeng-Yih Wang A Knowledge-Based Method for Fuzzy Information Retrieval
1995 Ming-Shiow Yeh Generating Fuzzy Rules From Relational Database Systems for Fuzzy Information Retrieval (Winner of the 1995 Acer Dragon Thesis Award for Outstanding M.S. Thesis and Winner of the 1995 Xeron Foundation Award for Outstanding M.S. Thesis)
1996 Woei-Tzy Jong Fuzzy Query Translation for Relational Database Systems
1996 Yih-Jeng Horng Fuzzy Information Retrieval Methods Based on Fuzzy Concept Networks (Winner of the 1996 Acer Dragon Thesis Award for Outstanding M.S. Thesis and Winner of the 1996 Chinese Institute of Electrical Engineering Award for Outstanding M.S. Thesis)
1996 Wen-Hoar Hsiao Bidirectional Approximate Reasoning Methods for Rule-Based Systems (Winner of the 1995 Outstanding Paper Award of the Computer Society of the Republic of China)
1996 Shih-Yirng Lin A New Method for Generating Fuzzy Classification Rules form Constructed Fuzzy Decision Trees
1996 Sheng-Gau Lin The Study of Centralized Management for The Signaling System Number 7 Network
1997 Jeng-Ren Hwang New Methods for Handling Forecasting Problems Based on Fuzzy Time Series
1997 Hsin-Horng Chen Fuzzy Query Translation for Information Retrieval in the Distributed Relational Databases Environment
1997 Yuh-Shin Shiau New Methods for Knowledge Representation and Reasoning Using Extended Fuzzy Petri Nets and Time Petri Nets
1998 Tzu-Ping Wu A New Method for Constructing Membership Functions and Fuzzy Rules from Numerical Data
1998 Tao-Hsing Chang A New Method for Finding Critical Paths Using Fuzzy PERT
1999 Shao-Hua Lee A New Method for Generating Fuzzy Rules from Numerical Data (Winner of the 1999 Outstanding Paper Award of the Computer Society of the Republic of China and Winner of the Best Paper Award of the 1999 National Computer Symposium, Republic of China)
2000 Yun-Shyang Lin A New Method for Fuzzy Query Processing in Relational Database Systems
2000 Cheng-Hsuan Kao A New Method for Generating Fuzzy Rules and Constructing Membership Functions from Training Data Containing Noise
2000 Yu-Chuan Chen Techniques of Fuzzy Query Processing for Fuzzy Database Systems
2001 Chi-Hao Chang New Methods for Generating Fuzzy Rules from Numerical Data (Winner of the 2001 Institute of Information and Computing Machinery Award for Outstanding M.S. Thesis)
2001 Hao-Lin Lin Generating Weighted Fuzzy Rules from Training Data for Handling Fuzzy Classification Problems
2001 Yung-Jou Chen New Methods for Generating Fuzzy Rules for Fuzzy Classification Systems
2002 Cheng-Hao Yu New Methods for Handling Fuzzy Classification Problems for Fuzzy Classification Systems (Winner of the Chinese Fuzzy Systems Association Award for Outstanding M.S. Thesis and Winner of the 2002 Institute of Information and Computing Machinery Award for Outstanding M.S. Thesis)
2002 Chung-Ming Huang New Methods to Estimate Null Values in Relational Database Systems Based on Genetic Algorithm
2002 Shih-Wei Lee New Methods for Estimating Null Values in Relational Database Systems
2002 Hsin-Ren Hsiao New Methods for Fuzzy Query Processing and Null Values Estimation in Relational Database Systems
2003 Yao-De Fang New Methods to Construct Membership Functions and Generate Fuzzy Classification Rules Based on the Distribution of Training Instances
2003 Chia-Ching Hsu New Methods for Handling Forecasting Problems Using Fuzzy Time Series Based on the Distribution of Historial Data
2003 Fu-Ming Tsai New Methods to Construct Membership Functions and Generate Fuzzy Rules from Training Instances
2003 Nien-Yi Chung New Methods to Forecast Enrollments Using High-Order Fuzzy Time Series and Generate Algorithms
2004 Chung-Hui Lin New Methods for Multiple DNA Sequence Alignment Based on Genetic Algorithms and Simulated Annealing Algorithms
2004 Yu-Chuan Chang New Query Expansion Methods Based on Fuzzy Rules and Genetic Algorithms
2004 Liang-Yu Chen New Query Expansion Methods Based on Document Clustering Techniques
2005 Li-Wei Lee New Methods for Handling Forecasting Problems Based on Genetic Simulated Annealing Techniques and Two-Factors High-Order Fuzzy Time Series (Winner of the 2005 "Operation Research Society of Taiwan" Outstanding M.S. Thesis Award)
2005 Won-Sin Hong New Methods for Handling Fuzzy Information Retrieval Problems
2005 Hsi-Ching Lin New Methods for Query Expansion and Query Reweighting for Document Retrieval
2005 Jan-Da Hsieh New Methods for Handling Classification Problems Based on Fuzzy Entropy Measures and Fuzzy Information Gain Measures (Winner of the 2006 "Operation Research Society of Taiwan" Outstanding M.S. Thesis Award and Winner of the 2006 Taiwan Fuzzy Systems Association Award for Outstanding M.S. Thesis)
2007 Shih-Hua Wei New Methods for Fuzzy Risk Analysis Based on Similarity Measures between Fuzzy Numbers
2007 Shih-Ming Bai Evaluating Students' learning Achievement and Constructing Concept Maps Based on Fuzzy Membership Functions and Fuzzy Rules
2007 Jim-Ho Chen New Methods for Fuzzy Risk Analysis Based on Ranking Generalized Fuzzy Numbers and Similarity Measures between Interval-Valued Fuzzy Numbers
2007 Chih-Huang Wang New Methods for Handling Fuzzy  Risk Analysis Problems and Prioritized Multicriteria Decision Making Problems
2008 Yuan-Kai Ko New Fuzzy Interpolative Reasoning Methods for Sparse Fuzzy Rule-Based Systems (Winner of the 2008 Taiwan Fuzzy Systems Association Award for Outstanding M.S. Thesis)
2008 Nai-Yi Wang New Methods for Handling Forecasting Problems Based on Automatic Clustering Techniques and Fuzzy Time Series
2008 Shu-Ting Chang Estimating Null Values in Relational Database Systems Using Automatic Clustering and Multiple Regression Techniques
2008 Hui-Ying Lai A Real-Time Multi-Face Tracking System Based on Multiple Facial Features Localization Technologies
2009 Chao-Dian Chen New Methods for Handling Forecasting Problems Using Fuzzy Time Series and Fuzzy Logical Relationships
2009 Shun-Jhong Niou Handling Fuzzy Multiple Attribute Group Decision-Making Problems Based on Fuzzy Preference Relations and FIOWA Operations (Winner of the Best Paper Award of the 2009 International Conference on Advanced Information Technologies)
2009 Kata Sanguansat Handling Fuzzy Risk Analysis Based on A New Method for Ranking Generalized Fuzzy Numbers and A New Similarity Measure between Interval-Valued Fuzzy Numbers
2009 Kurniawan Tanuwijaya Fuzzy Forecasting Methods Based on Fuzzy Time Series and Clustering Techniques
2010 Ting-Kuei Li New Methods for Students' Learning Achievement Evaluation Based on Fuzzy Reasoning and the Eigenvector Method
2010 Chih-Yao Chien Solving the Traveling Salesman Problem Based on Genetic Algorithms, Ant Colony Systems, Particle Swarm Optimization, and Simulated Annealing Techniques
2010 Huai-Ping Chu TAIEX Forecasting Based on Fuzzy Time Series and the Automatic Generated Weights of Defuzzified Forecasting Fuzzy Variations of Multiple-Factors
2011 Gandhi Maruli Tua Manalu Fuzzy Forecasting Based on Two-Factors High-Order Fuzzy-Trend Logical Relationship Groups and Particle Swarm Optimization Techniques
2011 Abdul Munif Fuzzy Risk Analysis Based on Ranking Generalized Fuzzy Numbers with different Left Heights and Right Heights
2011 Ming-Wey Yang New Methods for Fuzzy Multiple Attributes Group Decision Making Based on Ranking Interval Type-2 Fuzzy Sets and Multicriteria Fuzzy Decision Making Based on Ranking Interval-Valued Intuitionistic Fuzzy Values
2012 Pei-Yuan Kao Forecasting the TAIEX Based on Fuzzy Time Sseries, Particle Swarm Optimization Techniques and Support Vector Machines
2012 Teng-Shun Li Evaluating Students' Answerscripts Based on Interval-Valued Intuitionistic Fuzzy Sets
2012 Wen-Chyuan Hsin Fuzzy Interpolative Reasoning Based on the Slopes of Fuzzy Sets and PSO-Based Weights-Learning Techniques (Winner of the 2012 Taiwan Association for Web Intelligence Consortium Award for Outstanding M.S. Thesis)
2012 Ming-Hung Huang Automatically Generating the Chinese News Summary Based on Fuzzy Reasoning and Domain Ontology
2013 Tsung-En Lin New Group Decision Making Methods Based on Fuzzy Preference Relations and Consistency Matrices (Winner of the 2013 Taiwan Association for Web Intelligence Consortium Award for Outstanding M.S. Thesis and Winner of the 2014 Best Paper Award of the 27th International Conference on Industrial, Engineering and Other Applicaons of Applied Intelligent Systems (IEA/AIE 2014))
2013 Bing-Han Tsai New Methods for Autocratic Decision Making Using Group Recommendations Based on the OWA Operator and Likelihood-Based Comparison Relations
2013 Jia-An Hong Multicriteria Linguistic Decision Making Based on the Aggregation of Hesitant Fuzzy Linguistic Term Sets and the α-Cuts of Fuzzy Sets
2013 Shen-Wen Chen Fuzzy Forecasting Based on Fuzzy-Trend Logical Relationship Groups and the Probabilities of Trends of Fuzzy Logical Relationships
2014 Yonathan Randyanto Concept Representation and Database Structures in Intuitionistic Fuzzy Social Relational Networks (Winner of the 2014 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis, Winner of the 2014 Taiwan Institute of Electrical and Electronic Engineering Award for Outstanding M.S. Thesis, and Winner of the 2014 Taiwan Association for Web Intelligence Consortium Award for Outstanding Master Thesis)
2014 Chia-Hao Chang New Similarity Measure Between Intuitionistic Fuzzy Sets and New Fuzzy Multiattribute Decision Making Method Based on Intuitionistic Fuzzy Geometric Averaging Operators
2014 Chu-Han Chiou Fuzzy Multiattribute Decision Making and Fuzzy Multiattribute Group Decision Making Based on Intuitionistic Fuzzy Sets, Particle Swarm Optimization Techniques and Evidential Reasoning Methodology
2014 Ze-Jin Chen New Fuzzy Interpolative Reasoning Methods Based on Piecewise Fuzzy Entropies of Fuzzy Sets, Piecewise Fuzzy Entropies of Rough-Fuzzy Sets and the Ratios of Fuzziness of Rough-Fuzzy Sets
2015 Chia-Ling Chen New Fuzzy Interpolative Reasoning Methods Based on Ranking Values of Polygonal Fuzzy Sets, Automatically Generated Weighted of Fuzzy Rules and Similarity Measures Between Polygonal Fuzzy Sets (Winner of the 2015 Taiwan Association for Web Intelligence Consortium Award for Outstanding Master Thesis)
2015 Wei-Hsiang Tsai New Methods for Multiple Attribute Decision Making and Multiple Attribute Group Decision Making Based on Interval-Valued Intuitionistic Fuzzy Geometric Averaging Operators and Interval-Valued Intuitionistic Fuzzy Aggregation Operators
2015 Bui Dang Ha Phuong Fuzzy Forecasting Based on Two-Factors Second-Order Fuzzy-Trend Logical Relationship Groups and Particle Swarm Optimization Techniques Using Optimal Partitions of Intervals and Optimal Weights
2015 Wen-Shan Jian Fuzzy Forecasting Based on Fuzzy Logical Relationships, Fuzzy-Trend Logical Relationship Groups, K-Means Clustering Algorithms, Similarity Measures and Particle Swarm Optimization Techniques
2015 Tzu-Chun Lan Multicriteria Decision Making Based on the TOPSIS Method and Similarity Measures Between Intuitionistic Fuzzy Sets
2016 Zhi-Cheng Huang Multiattribute Decision Making Based on Interval-Valued Intuitionistic Fuzzy Values and the Linear Programming Methodology (Winner of the 2016 Taiwan Association for Web Intelligence Consortium Award for Outstanding Master Thesis)
2017 Stenly Ibrahim Adam New Methods for Weighted Fuzzy Interpolated Reasoning and Adaptive Fuzzy Interpolation for Sparse Fuzzy Rule-Based Systems

IEEE Student Branch at National Taiwan University of Science and Technology (NTUST)

Name

Web Site

IEEE Student Branch at National Taiwan University of Science and Technology (NTUST)

http://StudentBranch.csie.ntust.edu.tw

IEEE Systems, Man and Cybernetics Society Student Branch Chapter at National Taiwan University of Science and Technology (NTUST)

Name

Web Site

IEEE Systems, Man and Cybernetics Society Student Branch Chapter at National Taiwan University of Science   and Technology (NTUST)

http://StudentBranch.csie.ntust.edu.tw/smc

 

Laboratory Location: Room RB 506