Institute of Information Science, Academia Sinica

Research Overview

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2018 External Projects

Project Code / Project Name
PI
co-PI
Term

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-001-008-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

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

MOST104-2221-E-001-010-MY3
Logical Representation and Reasoning about Data

PI

Liau, Churn-Jung

co-PI

Term

2015/08~2018/07

Project Code

MOST104-2221-E-001-019-MY3
Theoretical Analysis of Recovery Performance in Compressive Sensing--Closing the Gap between Theoretical Bound and Practice

PI

Lu, Chun-Shien

co-PI

Term

2015/08~2018/10

Project Code

MOST104-2221-E-001-021-MY3
Practical algorithms and their efficient implementation for computing generalized sequential patterns in hybrid massive data sets

PI

Hsu, Tsan-sheng

co-PI

Term

2015/08~2018/07

Project Code

MOST105-2221-E-001-004-MY2
Union Management Design for Next Generation Green Memory-Storage Systems

PI

Chang, Yuan-Hao

co-PI

Term

2016/08~2018/07

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-001-018-MY3
Mining Big Data-Using Video as an Example

PI

Liao, Mark

co-PI

Term

2016/08~2018/03

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

MOST105-2628-E-001-001-MY2
Hyperedge-Based Social Network Analysis with Frequent Patterns

PI

Yang, De-Nian

co-PI

Term

2016/08~2018/07

Project Code

MOST105-2628-E-001-002-MY2
Information extracting and summarization on Big Social Networks: network compression, influence minimization, and structural pattern mining

PI

Yeh, Mi-Yen

co-PI

Term

2016/08~2018/07

Project Code

MOST105-2218-E-002-035
Mobile Social Resource Graph Inference and Abnormality Detection by Exploiting Mobility Pattern Mining

PI

Yang, De-Nian

co-PI

Term

2016/11~2018/01

Project Code

106-2813-C-001-006-E
106年度大專學生研究計畫-張宸晞

PI

Chang, Yuan-Hao

co-PI

Term

2017/07~2018/02

Project Code

MOST106-2319-B-400-001
生技醫藥生物資訊核心設施

PI

Hsu, Wen-Lian

co-PI

Term

2017/05~2018/04

Project Code

MOST106-3114-E-001-006
Developing Cloud-based Highly-Efficient Technology and Algorithms for Wealth-Management(1/3)

PI

Ho, Jan-Ming

co-PI

Term

2017/06~2018/05

Project Code

05T-1060509-1C
改良版網際網路智慧問答系統合作計畫

PI

Hsu, Wen-Lian

co-PI

Term

2017/02~2019/12

Project Code

MOST106-2221-E-001-012
Construct a knowledge-based QA system with reasoning and learning ability

PI

Ma, Wei-Yun

co-PI

Term

2017/08~2018/07

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

10627508970
通訊監察語音辨識譯文即時傳輸系統

PI

Ko, Ming-Tat

co-PI

Wang, Hsin-Min
Lyu, Renyuan

Term

2017/10~2019/12

Project Code

3000525358
疲勞特徵驗證與相關實驗設計

PI

Hwang, Wen-Liang

co-PI

Term

2017/09~2018/06

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

MOST106-2634-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(1/3)

PI

Wang, Da-Wei

co-PI

Term

2017/11~2018/11

Project Code

MOST106-3114-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(1/3)

PI

Ku, Lun-Wei

co-PI

Term

2017/06~2018/08

Project Code

05T-1061006-1C
中文實體鏈接與推薦技術

PI

Ma, Wei-Yun

co-PI

Term

2017/05~2018/05

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

MOST107-2634-F-001-002
GAN-Inspired Deep Learning Techniques and Network Compression for Computer Vision Applications(1/4)

PI

Liu, Tyng-Luh

co-PI

0, 0
Chen, Hwann-Tzong

Term

2018/01~2019/12

Project Code

(107)資智約字第0702號
智慧聯網霧端運算雛形架構探討研究

PI

Yang, De-Nian

co-PI

Term

2018/03~2018/12

Project Code

MOHW107-CDC-C-114-114701
建置室內環境感測監控系統以輔助呼吸道傳染病防治

PI

Chen, Ling-Jyh

co-PI

Term

2018/05~2019/12

Project Code

(107)資創約字第0780號
知識圖譜框架建立與圖譜萃取技術

PI

Yeh, Mi-Yen

co-PI

Term

2018/03~2018/11

Project Code

(107)資創約字第0773號
問答知識圖譜模型萃取與外部關聯資訊擴增技術

PI

Yang, De-Nian

co-PI

Term

2018/03~2018/11

Project Code

(107)資創約字第0862號
產品多樣性與目標客群選取分析研究

PI

Yang, De-Nian

co-PI

Term

2018/01~2018/12

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

(107)資安約字第0911號
特徵惡意行為序大數據採礦與深度分析技術

PI

Chen, Meng Chang

co-PI

Term

2018/03~2018/12

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

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

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

MOST107-2218-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

MOST104-2221-E-001-007-MY3
Study of Mobility and Resource Management Mechanisms in 5G SDNBased Smallcell Networks

PI

Chen, Meng Chang

co-PI

Sun, Yeali

Term

2015/08~2018/07

Project Code

MOST104-2221-E-001-022-MY3
Analysis and Synthesis Sparse Model for Signal Separation

PI

Hwang, Wen-Liang

co-PI

Term

2015/08~2018/07

Project Code

MOST104-2221-E-001-030-MY3
Secure (Multimedia) Big Data Gathering, Transmission, and Reconstruction--From the Viewpoint of Compressive Sensing

PI

Lu, Chun-Shien

co-PI

Term

2015/08~2018/07

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

MOST105-2221-E-001-027-MY2
Unsupervised Binary Coding for Approximate Similarity Search over Large-Scale Image data

PI

Liu, Tyng-Luh

co-PI

Term

2016/08~2018/01

Project Code

05T-1050612-1Q
交友服務資料分析及商業模式改善研究

PI

Chen, Sheng-Wei

co-PI

Term

2016/07~2018/06

Project Code

MOST106-2312-B-001-002
Developing a similarity-measure system for biomedical images

PI

Hwang, Wen-Liang

co-PI

Term

2017/04~2018/03

Project Code

MOST106-3011-F-001-001
Using data fusion of monitoring station and micro measuring devices for atmospheric particulate matter monitoring and small area estimation(2/3)

PI

Chen, Meng Chang

co-PI

Term

2017/07~2018/06

Project Code

MOST106-2627-M-001-013
The transformation of water landscape, land use and industrial development in Chianan Plain(2/3) 

PI

Chuang, Tyng-Ruey

co-PI

Term

2017/08~2018/11

Project Code

MOST106-3114-E-001-007
Deep Perception – Enhancing The Intelligent Sensing Capability of Home Robots(2/3)

PI

Chen, Chu-Song

co-PI

Lin, Yen-Yu
Tsao, Yu
Wang, Yu-Chiang

Term

2017/11~2018/03

Project Code

MOST106-2514-S-001-001
MOST High Scope Program III(2/3)

PI

Lee, Der- Tsai

co-PI

Term

2017/10~2018/08

Project Code

MOST106-3114-E-001-002
Construction of intelligent conversational agents for news and customer service with in-depth understanding(1/3)

PI

Hsu, Wen-Lian

co-PI

Ma, Wei-Yun

Term

2017/06~2018/03

Project Code

MOST106-3114-E-001-003
Deep Learning for Multimedia Information Processing and Applications.(1/3)

PI

Liao, Mark

co-PI

Term

2017/06~2018/05

Project Code

MOS106-3114-E-001-004
Making Sense of Internet of Environmental Things: Using PM2.5 as an Example(1/3)

PI

Chen, Ling-Jyh

co-PI


Term

2017/06~2018/08

Project Code

MOST106-2221-E-001-001
Algebraic Derivation of Monadic Programs

PI

Mu, Shin-Cheng

co-PI

Term

2017/08~2018/10

Project Code

MOST106-2221-E-001-002
High-Performance Parameter Server for Distributed, Large-Scale Deep Learning

PI

Wu, Jan-Jan

co-PI

Term

2017/08~2018/07

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

MOST106-2221-E-001-018
Multi-Q 2: a comprehensive computational tool for protein quantitation using isobaric labeling

PI

Sung, Ting-Yi

co-PI

Term

2017/08~2018/07

Project Code

MOST106-2313-B-001-010
Whole Genome Assembly, Genome structure Analysis and web framework implementation of genetic big data to discover the hub genes/ biomarkers for Genome Breeding of Japanese Eel (Anguilla japonica)

PI

Lin, Chung-Yen

co-PI

Term

2017/08~2018/07

Project Code

MOST104-2628-E-001-005-MY3
利用廣義標記排序,貝式模型,以及深度學習處理多標籤分類問題

PI

Yeh, Mi-Yen

co-PI

Term

2015/08~2018/07

Project Code

05T-1060629-1C
讀者興趣文章推薦

PI

Ku, Lun-Wei

co-PI

Term

2017/08~2018/07

Project Code

(106)資轉約字第1415號
深度學習網路最佳化技術

PI

Lu, Chun-Shien

co-PI

Term

2017/06~2018/04

Project Code

MOST107-2634-F-001-003
Deep Learning for Multimedia Information Processing and Applications(1/4)

PI

Liao, Mark

co-PI

Term

2018/01~2019/12

Project Code

MOST107-2634-F-001-005
Intelligent Conversational Robot for learning assistance with natural language understanding(1/5)(1/4)

PI

Hsu, Wen-Lian

co-PI

Ma, Wei-Yun
Chang, Yung-Chun

Term

2018/01~2019/12

Project Code

MOST107-2634-F-001-004
Merging heterogeneous deep models and learning retrieval features(1/4

PI

Chen, Chu-Song

co-PI

Wang, Hsin-Min
Ku, Lun-Wei

Term

2018/01~2019/12

Project Code

107農科-15.1.2-科-a1
Aquatic bioinformatics technology industry application platform

PI

Lin, Chung-Yen

co-PI

Term

2018/01~2019/12

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

(107)資轉約字第0501號
中文對話句法關聯分析支技術與研究

PI

Ku, Lun-Wei

co-PI

Term

2018/01~2018/12

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

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

PI

Lee, Der- Tsai

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

co-PI

Term

2018/02~2020/01

Project Code

05T-1070104-1C
大數據資安防禦

PI

Chen, Sheng-Wei

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