Resume
Researcher
Jung-Hsien
Chiang
Professor at National Cheng Kung University
Department of Computer Science and Information Engineering
Tainan, Taiwan
Citations
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Contact Info
Resume
About

Dr. Jung-Hsien Chiang received his M.S. and Ph.D. degrees in computer engineering from the University of Missouri, Columbia, in 1991 and 1995, respectively. He worked as a researcher at the Computer and Communication Laboratory, Industrial Technology Research Institute, the largest information technology research institute in Taiwan. He joined the faculty of the National Cheng Kung University Computer Science and Information Engineering in February 1999 and is currently a professor of the department.

He performed his first research in computational intelligence in 1995 when he developed on algorithms for multimedia information server in cyber community. He led teams involved in the development of adaptive real-time multimedia transmission mechanism in intelligent gateway for D-Link Inc. in Taiwan. He developed and implemented fuzzy set based algorithms for user profiling and data mining. Dr. Chiang and his students created the technological foundation for the interpretations of fuzzy clustering by two novel algorithms based on support vectors, “adaptive cell growing” and “fuzzy cover”, which use competitive multisphere cells and fuzzy proximate functions for the iterative learning process respectively. The algorithms facilitate the exploration of grouping and separation uncertainty in producing meaningful interpretations of structure in the data. This research has been cited more than 400 times in Google Scholar.

In the early 2000s Chiang and his colleagues began exploring the idea of fuzzy algorithms in bioinformatics. Dr. Chiang’s prior research in bioinformatics has focused on intelligent text mining. He has contributed new techniques for developing biomedical text mining models, including data analytics, pattern extraction and literature classification. This leads to implementation of software prototypes to assist biomedical researchers in rapidly extracting useful knowledge from huge number of biomedical documents and to improve understanding of gene function annotation in the Human Genome Project. In 2003 the team was able to provide the available open source and the results have been published in Bioinformatics (Oxford University Press). This was the first study on the developing an ontology-based textmining system to efficiently extract knowledge from biomedical literature about the functions of gene products, and the web service has been utilized by more than 20 research teams and accessed more than 5,000 times since 2003.

His current research interests include fuzzy modeling in bioinformatics, text mining, pattern clustering, and modeling of systems biology problems. The research team he leads has cooperated with the Institute for Systems Biology (ISB) in Seattle, one of the top biomedical research organizations in the world. By combining its specialty in bioinformatics and computational biology, they assist the researchers in ISB to find either possible innovatively cancer related mechanisms or obtain a great quantity of experimental data for further analysis.

Research Experience
Researcher
Industrial Technology Research Institute(ITRI) 1995 - 1996
Computer and Communications Laboratory(CCL)
Education
University of Missouri
USA 1995
PhD , Department of Computer Engineering
Project
建置一個具多層次學習能力的居家照護機器人之後端推論機制-以銀髮族與糖尿病患者之陪伴與照護實證(2/3)
January 2019 - December 2019
建置一個具多層次學習能力的居家照護機器人之後端推論機制--以銀髮族與糖尿病患者之陪伴與照護實證(1/3)
January 2018 - December 2018
建置一個應用深度遞歸神經網絡及語意分析技術於異質性社群網路巨量資料之智慧型推薦系統
August 2017 - July 2018
建置典範校園綠能機房及雲端化運算管理之研究(3/3)
January 2017 - December 2017
以生物資訊技術為基礎之高通量流式細胞術定量分析法找出癌症幹細胞表面生物標記
January 2017 - December 2017
以生物資訊技術為基礎之高通量流式細胞術定量分析法找出癌症幹細胞表面生物標記
January 2016 - December 2016
建置典範校園綠能機房及雲端化運算管理之研究(2/3)
January 2016 - December 2016
建立一個新型巨量生醫資料之語意網路查詢分析法及其在藥物重新定位之研究
August 2015 - December 2016
建置典範校園綠能機房及雲端化運算管理之研究(1/3)
January 2015 - December 2015
以生物資訊技術為基礎之高通量流式細胞術定量分析法找出癌症幹細胞表面生物標記
January 2015 - December 2015
設計及實作一個創新型銀髮族「友善行動資訊」之社群平台
September 2014 - August 2015
建立一個新型巨量生醫資料之語意網路查詢分析法及其在藥物重新定位之研究
August 2014 - July 2015
發展一個新穎之次世代定序技術應用於基因功能註解與分析整合平臺
August 2013 - July 2014
勸誘式個人化即時回饋運動處方之研究-勸誘式個人化即時回饋運動處方之研究
August 2010 - July 2011
勸誘式個人化即時回饋運動處方之研究-智慧型知識探勘技術與模糊推論機制於個人化運動處方之建立
August 2010 - July 2011
以自動知識擷取為基礎之計算功能性蛋白質體學-子計畫2-建立生醫文獻探勘技術為基礎之交互作用預冊與驗證加值資料庫(2/3)
August 2010 - July 2011
全民瘋運動-手機動能感知與遊戲應用
July 2010 - February 2011
系統化建立基因調控模組網路及其應用在環境毒物基因體資料庫之知識擷取機制實作
August 2009 - July 2010
以自動知識擷取為基礎之計算功能性蛋白質體學-子計畫2-建立生醫文獻探勘技術為基礎之交互作用預冊與驗證加值資料庫(1/3)
August 2009 - July 2010
實作一個以GO概念模型為計算核心之生物反應路徑預測系統
August 2008 - July 2009
系統化建立基因調控模組網路及其應用在環境毒物基因體資料庫之知識擷取機制實作
August 2008 - July 2009
生物資訊視覺化介面開發程式
July 2008 - February 2009
建構一個分析少量候選基因群間關聯模組知識之生物資訊註解平台
August 2007 - July 2008
系統化建立基因調控模組網路及其應用在環境毒物基因體資料庫之知識擷取機制實作
August 2007 - July 2008
應用醫學文件摘要技術於疾病診療系統之實作
July 2007 - February 2008
建構一個分析少量候選基因群間關聯模組知識之生物資訊註解平台
August 2006 - July 2007
具意圖分析之醫療資訊QA問答引擎研發與實作
August 2006 - July 2007
建構一個知識探勘生物資訊平台及蛋白質註解加值資料庫
August 2005 - July 2006
建構一個生物資訊分析工具--智慧型基因功能註解系統(2/2)
August 2004 - July 2005
建構一個生物資訊分析工具--智慧型基因功能註解系統(1/2)
August 2003 - July 2004
智慧型生物資訊平台架構及其在大量醫學文件中知識擷取之研究
August 2002 - July 2003
智慧型網際網路寬頻社區技術之研究(3/3)-子計畫五:智慧型網際網路寬頻社區多媒體資訊伺服系統之研究
August 2001 - July 2002
智慧型文件探勘技術及其在大量新聞文件中事件擷取之應用
August 2001 - July 2002
智慧型網際網路寬頻社區技術之研究(2/3)-子計畫五:智慧型網際網路寬頻社區多媒體資訊伺服系統之研究
August 2000 - July 2001
智慧型網際網路寬頻社區技術之研究(1/3)-子計畫五:智慧型網際網路寬頻社區多媒體資訊伺服系統之研究
August 1999 - July 2000
模糊積分器之混合模式探討
August 1998 - July 1999
Consulting Experience
National Cheng Kung University
Supervisor | 2018

Discovering User Preference by Applying Attention Mechanism to Recommendation System

宏俊, 陳. (Author). 2018 Aug 8

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2018

Identify New Mutational Signature in Cancer Patients by Oncomine Panel

承甫, 徐. (Author). 2018 Aug 14

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2018

Modeling User Preference in Temporal Personalized Recommendation

曉筠, 劉. (Author). 2018 Aug 3

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2018

Modeling User Preference in Temporal Personalized Recommendation

曉筠, 劉. (Author). 2018 Aug 3

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2018

Real-time Event Embedding for POI Recommendation

詠恆, 鄭. (Author). 2018 Aug 3

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2018

Restaurant Recommender System with Review Sentiment Analysis

梓軒, 洪. (Author). 2018 Feb 8

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2018

The Relationship between Protein Binding Affinity and the Clinical Data of Cancer Patients

立銘, 簡. (Author). 2018 Aug 15

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2017

A Comprehensive Computational Method for Cancer Risk Predisposition with Germline Copy Number Variation in Population Scale

泓億, 郭. (Author). 2017 Aug 11

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2017

A Generalized Model for Predicting Potential Adverse Drug Reactions by Deep Neural Network

佩儒, 林. (Author). 2017 Aug 15

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2017

A Study of Using Auxiliary Information from Heterogeneous Social Media for Hotel Recommendation

承恩, 蔡. (Author). 2017 Dec 27

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2016

Aspect-based Pros and Cons Summarization from Social Media Sentiment Analysis

昱成, 沈. (Author). 2016 Aug 9

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2016

Bayesian Network Based Emotion Prediction and Feedback System for Smartphones

彥霖, 陳. (Author). 2016 Aug 11

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2016

Data-Driven Generation of Medical-Research Hypotheses in Cancer Patients

信雄, 張. (Author). 2016 Jan 25

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2016

Prediction of Synthetic Lethality by Literature Mining: Case Studies of Colon Cancer

名昱, 簡. (Author). 2016 Aug 11

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2015

A Smartphone-Based Personalized Activity Recommender System for Patients with Depression

真儀, 王. (Author). 2015 Aug 18

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2015

A Study on Activity and Mood Recognition in Healthcare Settings Using Smartphones

珮菁, 楊. (Author). 2015 Aug 20

Student thesisDoctoral Thesis

National Cheng Kung University
Supervisor | 2015

FulDex: A Fully-Indexing-Enabled Memory Representation Model for Supporting XML Regular Expression Queries

文淦, 李. (Author). 2015 Sep 8

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2015

Large-Scale Biomedical Literature Mining for Cross-Document Relation Extraction toward Drug Repurposing

浚煌, 朱. (Author). 2015 Aug 19

Student thesisDoctoral Thesis

National Cheng Kung University
Supervisor | 2015

LDA-based Volunteer Opportunity Recommendation System - a Case Study in Senior Online Social Network

孟哲, 謝. (Author). 2015 Aug 23

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2014

An Early Negative Emotion Detection System Based on Smartphone Usage Patterns

家騏, 張. (Author). 2014 Jul 28

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2014

Discovering indirect disease-drug relationships from biomedical literature toward drug repurposing

岳廷, 翁. (Author). 2014 Jul 31

Student thesisMaster's Thesis

National Cheng Kung University
Supervisor | 2014

Independent Epigenetic Prognostic Marker Panel Mining and Examining for Cancers Personalized Medicine through Genome-scale Analysis

婉淑, 鄭. (Author). 2014 Aug 21

Student thesisDoctoral Thesis

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