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Welcome to
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Fuzzy
Information Systems Laboratory |
 Chair Professor:
Shyi-Ming
Chen, Ph.D. |
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Research Areas:
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Fuzzy Systems
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Artificial Intelligence
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Machine Learning
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Knowledge-Based Systems
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Database Systems
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Big Data Analysis
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Information Retrieval
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Fuzzy Decision Making
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Decision Support Systems
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World Wide Web
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Data Mining
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Genetic Algorithms
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Neural Networks
Ph.D.
Dissertations:
| Academic Year | Name |
Titles |
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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 |
| 2014 | Ismail Adel Mahmoud Altaharwa | Automatic Analysis and Detection of JavaScript Malware |
| 2017 | Cheng-Yi Wang | New Methods for Multiple Attribute Decision Making Based on Interval Type-2 Fuzzy Sets and Interval-Valued Intuitionistic Fuzzy Sets (Winner of the 2017 Taiwanese Association for Consumer Electronics Award for Outstanding Ph.D. Dissertation and Winner of the 2017 Taiwan Association for Web Intelligence Consortium Award for Outstanding Ph.D. Dissertation) |
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 2002 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 |
| 2006 | 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 (Winner of the 2017 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis and Winner of the 2017 Taiwan Association for Web Intelligence Consortium Award for Outstanding Master Thesis) |
| 2018 | Li-Wei Kuo | New Methods for Autocratic Decision Making Using Croup Recommendations Based on Interval Type-2 Fuzzy Sets and Multiattribute Decision Making Based on Interval-Valued Intuitionistic Fuzzy Values (Winner of the 2018 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis ) |
| 2018 | Wen-Hsin Han | Fuzzy Multiattribute Decision Making Based on Interval-Valued Intuitionistic Fuzzy Values, Interval-Valued Intuitionistic Fuzzy Weighted Averaging Operator, and Noninear Programming Methodology (Winner of the 2018 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis ) |
| 2019 | Dipto Barman | Adaptive Fuzzy Interpolative Reasoning Based on Polygonal Fuzzy Sets and Adaptive Weighted Fuzzy Interpolative Reasoning Based on Interval Type-2 Fuzzy Sets (Winner of the 2019 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis and Winner of the 2019 Taiwan Association for Web Intelligence Consortium Award for Outstanding Master Thesis) |
| 2019 | Kang-Yun Fan | Multiattribute Decision Making Based on Probability Density Functions and the Variances and Standard Deviations of Largest Ranges of Evaluating Interval-Valued Intuitionistic Fuzzy Values (Winner of the 2019 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis and Winner of the 2019 Taiwan Association for Web Intelligence Consortium Award for Outstanding Master Thesis) |
| 2020 | Yun-Chen Chu | Multiattribute Decision Making Based on U-Quadratic Distribution of Intervals, Interval-Valued Intuitionistic Fuzzy Values, and Transformation Matrix (Winner of the 2020 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis and Winner of the 2020 Taiwan Association for Web Intelligence Consortium Award for Outstanding Master Thesis) |
| 2021 | Cheng-An Tsai | Multiattribute Decision Making Based on Score Function of Interval-Valued Intuitionistic Fuzzy Values and the Means and the Variances of Score Matrices (Winner of the 2021 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis and Winner of the 2021 Taiwan Association for Web Intelligence Consortium Award for Outstanding Master Thesis) |
| 2021 | Kai-Yi Tsai | Multiattribute Decision Making Using Score Function of Interval-Valued Intuitionistic Fuzzy Values and Normalized Score Matrices |
| 2021 | Wei-Ting Liao | Multiattribute Decision Making Based on Beta Distribution of Intervals, Expected Values of Intervals, and Score Function of Interval-Valued Intuitionistic Fuzzy Values (Winner of the 2021 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis) |
| 2022 | Shao-Hung Yu | Multiattribute Decision Making Using Novel Score Function and the Power Operator of Interval-Valued Intuitionistic Fuzzy Values (Winner of the 2022 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis and Winner of the 2022 Taiwan Association for Web Intelligence Consortium Award for Outstanding Master Thesis) |
| 2022 | Heng-Li Deng | Multiattribute Decision Making Based on Nonlinear Programming Methodology and New Score Function of Interval-Valued Intuitionistic Fuzzy Values (Winner of the 2022 Taiwanese Association for Consumer Electronics Award for Outstanding M.S. Thesis and Winner of the 2022 Taiwan Association for Web Intelligence Consortium Award for Outstanding Master Thesis) |
IEEE
Student Branch at National Taiwan University of Science and Technology (NTUST)
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Web Site Link |
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IEEE Student Branch at National Taiwan University of Science and Technology (NTUST) |
IEEE
Systems, Man and Cybernetics Society Student Branch Chapter at National Taiwan
University of Science and Technology (NTUST)
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Web Site Link |
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IEEE Systems, Man and Cybernetics Society Student Branch Chapter at National Taiwan University of Science and Technology (NTUST) |
IEEE Systems, Man and Cybernetics Society Student Branch Chapter |
Laboratory Location:
Room
RB 506