Institute of Information Science, Academia Sinica

Research Overview

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2019 External Projects

Project Code / Project Name
PI
co-PI
Term

Project Code

MOST106-2221-E-001-008-MY3
Null Space Component Analysis for Source Separation: Algorithm, Theory, and Learning

PI

Hwang, Wen-Liang

co-PI

Term

2017/08~2020/07

Project Code

MOST106-2218-E-001-003-MY3
Automatic music transcription algorithms for interactive music systems

PI

Su, Li

co-PI

Term

2017/08~2020/07

Project Code

MOST106-2221-E-001-005-MY3
Online Learning with Limited Feedback

PI

Lu, Chi-Jen

co-PI

Term

2017/08~2020/07

Project Code

MOST106-2221-E-001-009-MY3
Automatic Verification and Synthesis of Programs for Data-Intensive Computing

PI

Chen, Yu-Fang

co-PI

Term

2017/08~2020/07

Project Code

MOST107-2221-E-001-015-MY2
Deep Sensing: A Deep Learning Framework for Compressive Sensing

PI

Lu, Chun-Shien

co-PI

Term

2018/08~2020/07

Project Code

108-2813-C-001-012-E
108年度大專學生研究計畫-黃子恒

PI

Chen, Ling-Jyh

co-PI

Term

2019/07~2020/02

Project Code

MOST108-2221-E-001-002
Group Item Recommendation for Social Networks in Virtual Reality

PI

Yang, De-Nian

co-PI

Term

2019/08~2020/07

Project Code

MOST108-2221-E-001-005
Type Systems and Logical Foundations for Concurrent Processes

PI

Mu, Shin-Cheng

co-PI

Term

2019/08~2020/07

Project Code

MOST108-2221-E-001-006
Communication Optimization for Distributed Deep Learning

PI

Wu, Jan-Jan

co-PI

Term

2019/08~2020/07

Project Code

MOST108-2221-E-001-008
Post-Quantum Cryptography and its Implementations

PI

Yang, Bo-Yin

co-PI

Term

2019/08~2020/10

Project Code

MOST108-2221-E-001-015
Composite Neural Network: Theory, Methodology and Prototypes

PI

Chen, Meng Chang

co-PI

Term

2019/08~2020/07

Project Code

MOST108-2221-E-001-016
Improving variant peptide identification in proteogenomics analysis

PI

Sung, Ting-Yi

co-PI

Term

2019/08~2020/07

Project Code

MOST108-2621-M-001-006
Innovative and Sustainable Research Data Management and Collaboration(1/3)

PI

Chuang, Tyng-Ruey

co-PI

Term

2019/08~2021/12

Project Code

MOST108-2823-8-001-004
價創計畫:以建築物/環境資料為基礎的室內定位系統和服務

PI

Liu, Jane Win Shih

co-PI

Term

2019/11~2020/09

Project Code

MOST108-2321-B-002-071
日本鰻人工繁殖之關鍵技術開發與整合-以高成長、性別決定和良好激素反應相關之基因標誌建立日本鰻種鰻篩選技術

PI

Lin, Chung-Yen

co-PI

Term

2019/10~2020/09

Project Code

MOST105-2221-E-001-006-MY3
Perant-project and child-project-1: Implement two different domain-specific MR systems: (1) Helper for Math in Daily Life, (2) MR system for Social Studies Text

PI

Su, Keh-Yih

co-PI

Term

2016/08~2019/07

Project Code

MOST105-2221-E-001-014-MY3
Automatically Generate and Verify Efficient, Secure, Side-Channel Resilient Crypto Code

PI

Yang, Bo-Yin

co-PI

Term

2016/08~2019/07

Project Code

MOST105-2221-E-001-015-MY3
An All-SDN Next Generation Mobile Network Platform

PI

Chen, Wen-Tsuen

co-PI

Term

2016/08~2019/07

Project Code

MOST105-2221-E-001-016-MY3
Participatory Urban Sensing for Particulate Matter Monitoring

PI

Chen, Ling-Jyh

co-PI

Term

2016/08~2019/10

Project Code

MOST105-2221-E-001-029-MY3
The regulatory mechanism of trans-regulatory elements on alternative splicing

PI

Tsai, Huai-Kuang

co-PI

Term

2016/08~2019/07

Project Code

MOST105-2221-E-001-031-MY3
Cloud-Based Distributed Algorithms for Fast and High-Quality Genome Assembly of Massive Next Generation Sequencing Data

PI

Ho, Jan-Ming

co-PI

Term

2016/08~2019/07

Project Code

MOST107-3011-F-001-001
Using data fusion of monitoring station and micro measuring devices for atmospheric particulate matter monitoring and small area estimation(3/3)

PI

Chen, Meng Chang

co-PI

Term

2018/07~2019/09

Project Code

MOST107-2627-M-001-009
The transformation of water landscape, land use and industrial development in Chianan Plain(3/3) 

PI

Chuang, Tyng-Ruey

co-PI

Term

2018/08~2019/07

Project Code

MOST107-2514-S-001-001
MOST High Scope Program III(3/3)

PI

Lee, Der- Tsai

co-PI

Term

2018/09~2020/12

Project Code

3000546057
基於肌肉震動訊號開發肌肉疲勞與肌力變化之辨識模組

PI

Hwang, Wen-Liang

co-PI

Term

2018/04~2021/12

Project Code

Global CogFX study
Global CogFX study(哈佛大學)

PI

Chen, Ling-Jyh

co-PI

Term

2018/01~2020/12

Project Code

MOST107-2314-B-001-002
Omic-based approach to reveal the molecular battles of hepatitis B virus-associated tumor microenvironment in hepatocellular carcinoma(1/3)

PI

Lin, Chung-Yen

co-PI

Term

2018/08~2019/07

Project Code

MOST107-2221-E-001-018
Enhancement of intact N-linked glycopeptide identification for better sensitivity and accuracy

PI

Sung, Ting-Yi

co-PI

Term

2018/08~2019/07

Project Code

P18028
教育部補助人工智慧競賽與標註資料蒐集-子計畫(一):全國大專校院人工智慧競賽-生醫文本探勘競賽計畫

PI

Hsu, Wen-Lian

co-PI

Term

2018/07~2020/03

Project Code

MOST107-2319-B-400-001
生技醫藥生物資訊核心設施

PI

Hsu, Wen-Lian

co-PI

Term

2018/05~2019/04

Project Code

MOST107-2221-E-001-002
A High-Performance Distributed Deep Learning Framework

PI

Wu, Jan-Jan

co-PI

Term

2018/08~2019/07

Project Code

MOST107-2221-E-001-003
Reasoning about Multiple Monadic Effects

PI

Mu, Shin-Cheng

co-PI

Term

2018/08~2019/10

Project Code

MOST107-2221-E-001-004
SCCC– Secure Cryptographic C Codes

PI

Wang, Bow-Yaw

co-PI

Term

2018/08~2019/07

Project Code

MOST107-2221-E-001-005
Efficient on-demand computation on huge directed networks

PI

Hsu, Tsan-sheng

co-PI

Term

2018/08~2019/07

Project Code

MOST107-2321-B-002-057
日本鰻人工繁殖之關鍵技術開發與整合-日本鰻人工繁殖之關鍵技術開發與整合

PI

Lin, Chung-Yen

co-PI

Term

2018/07~2019/06

Project Code

MOST108-2634-F-001-004
基於AI應用之深度學習智慧系統整合-異質性深度模型整合與檢索特徵學習(2/4)

PI

Chen, Chu-Song

co-PI

Term

2019/01~2020/12

Project Code

MOST108-2634-F-001-005
具深度理解之對話系統及智慧型輔助學習機器人(2/5~5/5)(2/4)

PI

Hsu, Wen-Lian

co-PI

Ma, Wei-Yun

Term

2019/01~2020/12

Project Code

MOST108-2634-F-001-006
建構概念為本且具語義結合性的中文知識庫(1/4)

PI

Ma, Wei-Yun

co-PI

Term

2019/01~2020/12

Project Code

MOST108-2634-F-001-007
源於GAN的深度學習技術與網路精簡化在電腦視覺的應用(2/4)

PI

Liu, Tyng-Luh

co-PI

Chen, Hwann-Tzong

Term

2019/01~2020/12

Project Code

MOST108-2119-M-001-009-A
Deep learning and big data analysis of PM2.5 estimation, prediction and warning.(2/3)

PI

Chen, Meng Chang

co-PI

Term

2019/01~2020/12

Project Code

108農科-14.3.1-科-a2
建構台灣鯛基因體育種分析整合平台以應用於抗病台灣鯛分子標誌輔助選育

PI

Lin, Chung-Yen

co-PI

Term

2019/01~2020/12

Project Code

MOST108-2634-F-008-004
智慧型照護互動系統-基於深度智能之口語處理技術(2/4)

PI

Wang, Hsin-Min

co-PI

Term

2019/01~2020/12

Project Code

BI19030137
「AR/MR影像深度圖估算函式庫」

PI

Liao, Mark

co-PI

Term

2019/04~2019/09

Project Code

MOST108-3011-F-075-001
結合人工智慧與影像醫學:全方位疾病診斷與治療策略的研究與推廣(3/3)

PI

Wang, Da-Wei

co-PI

., .

Term

2019/12~2021/12

Project Code

MOST106-2628-E-001-002-MY3
Cryptography for Modern Cloud Architecture

PI

Chung, Kai-Min

co-PI

Term

2017/08~2020/07

Project Code

MOST106-2221-E-001-006-MY3
Algorithmic Studies of Combinatorial Optimization and Geometric Computing Problems

PI

Lee, Der- Tsai
Ho, Jan-Ming

co-PI

Term

2017/08~2020/07

Project Code

05T-1070103-1C
AI智能決策應用合作計畫

PI

Chen, Sheng-Wei
Liao, Mark

co-PI

Term

2018/02~2020/01

Project Code

05T-1070104-1C
大數據資安防禦

PI

Chen, Sheng-Wei
Liao, Mark

co-PI

Term

2018/02~2020/01

Project Code

MOST107-2221-E-001-017-MY2
Issues of Applying Machine Learning to Simulation System: Influenza Simulation System as An Example

PI

Wang, Da-Wei

co-PI

Term

2018/08~2020/07

Project Code

MOST107-2221-E-001-014-MY2
Integrating Domain Knowledge into DNN for Machine Reading Comprehension: With Math Word Problem Solver and Social Studies Q&A as two test cases

PI

Su, Keh-Yih

co-PI

Term

2018/08~2020/07

Project Code

108-2911-I-001-513
補助擔任世界計算語言學協會亞太分會備位主席,所出席國際學術會議活動所需之相關經費:註冊費、出差旅費及學會年費(1/2)

PI

Su, Keh-Yih

co-PI

Term

2019/04~2020/03

Project Code

MOST108-2221-E-001-002
Making Sense of Internet of Environmental Things: Using PM2.5 as an Example(3/3)

PI

Chen, Ling-Jyh

co-PI

Term

2019/06~2020/08

Project Code

MOST108-2218-E-001-003
Developing Cloud-based Highly-Efficient Technology and Algorithms for Wealth-Management(3/3)

PI

Ho, Jan-Ming

co-PI

Term

2019/06~2020/10

Project Code

MOST108-2319-B-400-001
生技醫藥生物資訊核心設施

PI

Hsu, Wen-Lian

co-PI

Term

2019/05~2020/04

Project Code

108-2813-C-001-002-E
108年度大專學生研究計畫-林子棠

PI

Lin, Chung-Yen

co-PI

Term

2019/07~2020/02

Project Code

108-2813-C-001-010-E
108年度大專學生研究計畫-陳評詳

PI

Chang, Yuan-Hao

co-PI

Term

2019/07~2020/02

Project Code

108-2218-E-468-001
供應鏈金融:大數據風險信評分析與智能合約眾籌監理技術應用-供應鏈金融隨機風險建模與決策支援(3/3)

PI

Ku, Lun-Wei

co-PI

Term

2019/06~2020/08

Project Code

108-2314-B-001-002
Omic-based approach to reveal the molecular battles of hepatitis B virus-associated tumor microenvironment in hepatocellular carcinoma(2/3)

PI

Lin, Chung-Yen

co-PI

Term

2019/08~2020/07

Project Code

32T-1001212-2C
創音計畫:深度學習與人工智能應用於商用音樂創作平台

PI

Su, Li

co-PI

Term

2019/06~2020/05

Project Code

MOST108-3111-Y-001-058
中文知識圖譜新一代建構技術:利用強化學習同步優化剖析與資訊擷取

PI

Ma, Wei-Yun

co-PI

Term

2019/06~2020/10

Project Code

STPI-S-108028
科技大擂台語音競賽題目設計委託案

PI

Hsu, Wen-Lian

co-PI

Term

2019/08~2020/05

Project Code

MOST108-2622-E-001-001-CC2
創音計畫:深度學習與人工智能應用於商用音樂創作平台(2/2)

PI

Su, Li

co-PI

Term

2019/08~2020/07

Project Code

P19049
十二年國民基本教育-科技領域課程綱要英譯工作計畫

PI

Lee, Der- Tsai

co-PI

Term

2019/08~2020/04

Project Code

MOST107-2218-E-001-010-MY2
深度學習及其在自動化影音生成之應用

PI

Lin, Jen-Chun

co-PI

Term

2018/10~2020/09

Project Code

108020316
數位典藏系統匯入程式開發及維護

PI

Wang, Hsin-Min

co-PI

Term

2019/09~2019/11

Project Code

05T-1071211-1C
人工智慧於金融業之應用

PI

Chen, Sheng-Wei

co-PI

Term

2019/02~2019/10

Project Code

MOST105-2221-E-001-007-MY3
Event-Based Textual Entailment Recognition and Learning for Machine Reading

PI

Ku, Lun-Wei

co-PI

Term

2016/08~2019/07

Project Code

MOST105-2221-E-001-008-MY3
Development of machine reading techniques for biomedical documents.

PI

Hsu, Wen-Lian

co-PI

Term

2016/08~2019/07

Project Code

MOST105-2221-E-001-012-MY3
Representation Learning and Its Applications in Speech and Music Processing

PI

Wang, Hsin-Min

co-PI

Term

2016/08~2019/07

Project Code

MOST105-2221-E-001-013-MY3
Efficient Management Designs for Key-Value Solid-State Drives

PI

Chang, Yuan-Hao

co-PI

Term

2016/08~2019/07

Project Code

MOST105-2221-E-001-020-MY3
Achieving better security estimates of Lattice Cryptography through parallel cryptanalysis of fundamental crypto hard problems

PI

Yang, Bo-Yin

co-PI

Term

2016/08~2019/07

Project Code

MOST105-2221-E-001-026-MY3
Development of de novo genome and transcriptome assemblers

PI

Shih, Arthur Chun-Chieh

co-PI

Term

2016/08~2019/07

Project Code

MOST106-2221-E-001-004-MY2
Study of 5G Mobile Software-Defined Networking for IoT Applications

PI

Chen, Wen-Tsuen

co-PI

Term

2017/08~2019/07

Project Code

MOST106-2221-E-001-007-MY2
Efficient and Scalable Processing of Expansive MapReduce Applications with In-Memory Data Stores

PI

Wang, Chien-Min

co-PI

Term

2017/08~2019/07

Project Code

MOST106-2221-E-001-015-MY2
Diversity-Based Social Group Query for Livestreams

PI

Yang, De-Nian

co-PI

Term

2017/08~2019/07

Project Code

MOST106-3114-M-001-002-A
Deep learning and big data analysis of PM2.5 estimation, prediction and warning.(1/3)

PI

Chen, Meng Chang

co-PI

Term

2017/12~2019/02

Project Code

MOST106-2218-E-002-044
以圖型處理器運算為基礎之行動社群網路探勘-基於使用者移動模式分析之社群運算支援圖演化推論與社群網路錯誤偵測(2/3)

PI

Yang, De-Nian

co-PI

Term

2017/11~2019/03

Project Code

MOST107-2218-E-001-009
Developing Cloud-based Highly-Efficient Technology and Algorithms for Wealth-Management(2/3)

PI

Ho, Jan-Ming

co-PI

Term

2018/06~2019/08

Project Code

MOST107-2218-E-001-006
Making Sense of Internet of Environmental Things: Using PM2.5 as an Example(2/3)

PI

Chen, Ling-Jyh

co-PI

Term

2018/06~2019/07

Project Code

05T-1060629-1Cb
東亞語文文章深度推薦技術

PI

Ku, Lun-Wei

co-PI

Term

2018/08~2019/07

Project Code

MOST107-2218-E-468-003
供應鏈金融:大數據風險信評分析與智能合約眾籌監理技術應用-供應鏈金融隨機風險建模與決策支援(2/3)

PI

Ku, Lun-Wei

co-PI

Term

2018/06~2019/08

Project Code

05T-1070809-1Q
深度學習人臉資訊處理與影像檢索

PI

Chen, Chu-Song

co-PI

Term

2018/11~2020/02

Project Code

05T-1060526-5C.05T-1051108-5C.05T-891002-19C
新聞交談機器人研發計畫

PI

Ma, Wei-Yun

co-PI

Term

2018/03~2019/03

Project Code

10727509520
通訊監察語音辨識譯文即時傳輸系統

PI

Ko, Ming-Tat
Wang, Hsin-Min

co-PI

Term

2018/12~2020/12

Project Code

NSPO-S-107147
衛星影像核函數估算自動化發展委託研究案

PI

Hwang, Wen-Liang

co-PI

Term

2018/09~2021/12

Project Code

MOST107-2634-F-075-001
結合人工智慧與影像醫學:全方位疾病診斷與治療策略的研究與推廣(2/3)

PI

Wang, Da-Wei

co-PI

., .

Term

2018/12~2019/11

Project Code

MOS107-2218-E-002-010
以圖形處理器運算為基礎之行動社群網路探勘-基於使用者移動模式分析之社群運算資源圖演化推論與社群網路錯誤偵測(3/3)

PI

Yang, De-Nian

co-PI

Term

2018/11~2019/11

Project Code

MOST108-2634-F-001-003
深度學習於多媒體資料處理的相關研究及應用(2/5~5/5)(2/4)

PI

Liao, Mark
Shih, Hsiu-Man

co-PI

Term

2019/01~2020/12

Project Code

(108)資轉約字第1381號
對話短句命名實體辨識研究

PI

Ku, Lun-Wei

co-PI

Term

2019/01~2019/12

Project Code

MOST108-2634-F-007-010
應用於先進製程之大數據智慧分析與決策系統1/4

PI

Lu, Chun-Shien

co-PI

Term

2019/01~2020/12

Project Code

(108)資創約字第1602號
知識圖譜時序關聯檢索技術

PI

Yang, De-Nian

co-PI

SHUAI, HONG-HAN
Shen, Chih-ya

Term

2019/01~2019/12

Project Code

(108)資創約字第1599號
知識圖譜具名實體識別與連接技術

PI

Yeh, Mi-Yen

co-PI

Term

2019/01~2019/12

Project Code

(108)資智約字第1737號
具服務質量保證雲霧協作之資源編程智能管理方法

PI

Yang, De-Nian

co-PI

Term

2019/01~2019/12

Project Code

10823504540
企業肅貪測謊作業效能精進計畫

PI

Ku, Lun-Wei

co-PI

Term

2019/05~2019/12

Project Code

NSPO-S-108219
福衛五號影像之人工智慧去光斑演算法委託研究案

PI

Hwang, Wen-Liang

co-PI

Term

2019/06~2021/12