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Introduction

Introduction

AI Theory and Application

  AI Theory and Application group aims to develop advanced theories and methodologies of Artificial Intelligence and transform them into practical implementable technologies. The ultimate goal is to promote the economic development and enhance human well-being.
The theories under development are: (1) Development of advanced technology of Machine Learning and Data Mining (2) Theory foundation and limitation on understanding AI method (3) Model of Human and AI collaboration (4) Method of verifying AI system (5) Hardware AI.

  And on the aspect of application, there are multiple possible AI application scenarios, including: (1) Identification and retrieval of image (2) Analysis and comprehension on text (3) Identification and synthesis of voice (4) Cross-mode analysis and retrieval (5) Large-scale video data analysis (6) Chatterbot (7) Analysis on customer behavior (8) Financial technology (9) Autonomous Car.
The technologies which could proceed technology transfer or joint development are:
-Speech recognition and Speaker recognition
-Recognition based on human face. Including gender, facial expression, age, and individual.
-Natural Language Processing. Including classification, grouping, and opinion mining.
-Pattern recognition
-Video analysis
-Customer Labeling
-Classification of medical records and medical data

Leader
Jyh-Shing Roger Jang
Jyh-Shing Roger Jang
Affiliation: 

Professor, CSIE, NTU

Research expertise: 

music analysis/retrieval, speech recognition/scoring/synthesis, multimedia analysis/retrieval, machine learning, neural networks, fuzzy logic
Link: 

http://mirlab.org/jang

Members
Lin-shan Lee Lin-shan Lee
Lin-shan Lee
Research expertise: 

Computer Processing of Speech Signals
Link: 

http://speech.ee.ntu.edu.tw/previous_version/lslNew.htm

Jane Yung-jen Hsu Jane Yung-jen Hsu
Jane Yung-jen Hsu
Research expertise: 

multi-agent systems, intelligent data analysis, common sense knowledge, and context-aware computing
Link: 

http://agents.csie.ntu.edu.tw/~yjhsu/

Chih-Jen Lin Chih-Jen Lin
Chih-Jen Lin
Research expertise: 

Machine Learning, Large-scale optimization and its applications
Link: 

http://www.csie.ntu.edu.tw/~cjlin/

Shou-De Lin Shou-De Lin
Shou-De Lin
Research expertise: 

Web Technology, Natural Language Process, Social Networks
Link: 

http://www.csie.ntu.edu.tw/~sdlin/

Hung-Yi Lee Hung-Yi Lee
Hung-Yi Lee
Research expertise: 

machine learning (especially deep learning), spoken language understanding and speech recognition
Link: 

http://speech.ee.ntu.edu.tw/~tlkagk/

Chiou-Shann Fuh Chiou-Shann Fuh
Chiou-Shann Fuh
Research expertise: 

Computer Vision, Digital Image Processing ,Digital Camera
Link: 

https://www.csie.ntu.edu.tw/~fuh/

Chung-Yang (Ric) Huang Chung-Yang (Ric) Huang
Chung-Yang (Ric) Huang
Research expertise: 

design verification for SoCs, design for verifiability, design automation and optimization, constraint satisfaction problems in electronic design automation (EDA) area
Link: 

http://cc.ee.ntu.edu.tw/~ric/

Chung-Ping Chen Chung-Ping Chen
Chung-Ping Chen
Research expertise: 

VLSI EDA and Microprocessor Design, Microlithography Simulation
Link: 

http://cc.ee.ntu.edu.tw/~cchen/

An-Yeu (Andy) Wu An-Yeu (Andy) Wu
An-Yeu (Andy) Wu
Research expertise: 

low-power/high-performance VLSI architectures for DSP and communication applications, adaptive/multirate signal processing, reconfigurable broadband access systems and architectures, bio-medical signal processing
Link: 

http://access.ee.ntu.edu.tw/

Wen-Chin Chen Wen-Chin Chen
Wen-Chin Chen
Research expertise: 

Algorithms, Database System, Multimedia System
Link: 

http://www.cmlab.csie.ntu.edu.tw/~wcchen/

Phone Lin Phone Lin
Phone Lin
Research expertise: 

Internet of Things, Mobile Communications Networking, Performance Modeling, Anomaly Detection/Prediction
Link: 

https://www.csie.ntu.edu.tw/~plin/

Chee Wee Liu Chee Wee Liu
Chee Wee Liu
Research expertise: 

1.High mobility and stacked channel transistors beyond 3nm. 2.GeSi/GeSn CVD epi. 3.Self-Heating device/circuit simulation 4.Si photonics/Ge detector/EL/PL/CMOS image sensor 5.Stacked SRAM/MRAM/DRAM
Link: 

http://cc.ee.ntu.edu.tw/~cliu/

Shang-Tse Chen Shang-Tse Chen
Shang-Tse Chen
Research expertise: 

Machine learning, Data mining, Cybersecurity, Game theory
Link: 

http://www.csie.ntu.edu.tw/~stchen

Fang-Jing Wu Fang-Jing Wu
Fang-Jing Wu
Research expertise: 

Mobile Computing, Pervasive Intelligence, Wireless Networks, Internet of Smart Things, Distributed Intelligence and Artificial Intelligence, Privacy-preserving Techniques
Link: 

http://www.csie.ntu.edu.tw/~fangjing/

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