教師個人簡歷
現職
國立中央大學
資訊電機學院資訊工程學系
助理教授
專長
資料探勘
分散式系統
資料倉儲
巨量資料分析
雲端運算
科學計算
專長簡述
資料探勘、資料倉儲、分散式系統
最高學歷
美國University of California-Los Angeles
電算機科學類
博士
科技部學門領域
- E - 工程及應用科學
- E08 - 資訊工程/智慧計算
- E0803 - 資料庫與資料探勘
- E0806 - 平行與分散處理
- E0820 - 巨量資料運算
- E0899 - 推動計畫-開放軟體
- E13 - 晶片系統國家型計畫
- E1304 - 自由軟體暨嵌入式系統
- E40 - 資訊工程(資訊)
- E4005 - 平行與分散處理
- E41 - 智慧計算(資訊)
- E4101 - 資料庫與資料探勘
- E92 - 電信國家型計畫
- E93 - 網路通訊國家型計畫
- H - 人文及社會科學
- H11 - 教育學
- H11B1 - 教育有關專門領域
- H11B109 - 資訊教育
- M - 自然科學
- M03 - 物理
- M0300 - 天文及宇宙學
- M030000A2 - 天文及宇宙學-觀測
- M17 - 災害防治與防救科學技術
- M1790 - 災害防救科技創新服務方案
政府GRB研究專長領域
教育部學門領域
國科會計畫統計
-
基於區塊鏈以促進交流媒合並降低少數集團把持的三方機制設計
1100801~1110731
[區塊鏈,智能合約,敏感資料 , blockchain,smart contract,sensitive data] -
暫存資料庫環境中廣泛進行探索性因果規則之系統設計
1100601~1110531
[因果規則,中繼資料庫,探索性分析,資料倉儲,資料湖 , causal rule,staging database,exploratory analysis,data-warehouse,data-lake] -
以群體行為分析為目的的跨機構交流區塊鏈平台與鏈下隱私資料之相依管理設計
1090801~1100731
[區塊鏈,去中心化,個人資料保護,差分隱私,智能合約,校務研究 , block-chain,de-centralized,privacy protect,differential privacy,smart contract,institutional research] -
基於區塊鏈之去中心化之有償需求回饋協同合作平台設計
1070801~1080731
[有償協作平台,區塊鏈,去中心化,智能合約,分散式處理,以太坊,數位貨幣 , Paid Collaborative Platform, Block-Chain, Decentralized, Smart Contract, Distributed Processing, Ethereum, Digital Coin.] -
基於大型天文觀測資料以分散式時間序列方式建構可能小行星軌跡
1060801~1070731
[巨量資料,雲端運算,資料探勘,小行星軌跡,時間序列 , Big Data, Cloud Computing, Data Mining, Asteroid Track, Sequential pattern,] -
對於大量天文資料之分散式小行星軌跡探索
1040801~1050731
[Big Data, Cloud Computing, Asteroid Track and Hough Transform Algorithm, ]
產學合作計畫統計
-
暫存資料庫環境中廣泛進行探索性因果規則之系統設計
1100601~1110531
[因果規則,中繼資料庫,探索性分析,資料倉儲,資料湖 , causal rule,staging database,exploratory analysis,data-warehouse,data-lake]
期刊著作
-
System Design for Extensive Exploratory Causal Association Odds Ratio Rule Analysis in a Temporary Database Environment
Journal of Internet Technology, 27, 2, 183-195, 2026-01-01
[ Causal association odds ratio rule mining,Data lake,Data warehouse,Exploratory analysis,Staging database ] -
Stroke Data Analysis Integrating Fuzzy Association Rules and Permutation Tests
International Conference on Fuzzy Theory and Its Applications, iFUZZY, 2025, 2025-01-01
[ fuzzy association rule mining,imbalanced data,instance-level weighting,permutation test,stroke risk prediction ] -
Orphan GRB Afterglow Searches with the Pan-STARRS1 COSMOS Survey
Astrophysical Journal, 897, 1, 2020-07-01 -
Asteroid Discovery and Light Curve Extraction Using the Hough Transform: A Rotation Period Study for Subkilometer Main-belt Asteroids
Astronomical Journal, 159, 1, 2020-01-01 -
Distributed asteroid discovery system for large astronomical data
Journal of Network and Computer Applications, 93, 27-37, 2017-09-01
[ Asteroid track , Big data , Cloud computing , Distributed system , Hough transform algorithm ] -
Shortest-linkage-based parallel hierarchical clustering on main-belt moving objects of the solar system
Future Generation Computer Systems, 34, 26-46, 2014-05-01
[ Hierarchical clustering , Incremental update , Parallel computing ] -
Characterization of the praesepe star cluster by photometry and proper motions with 2MASS, PPMXL, and Pan-STARRS
Astrophysical Journal, 784, 1, 2014-03-20
[ open clusters and associations: individual (Praesepe) , stars: kinematics and dynamics , stars: luminosity function, mass function ] -
Aging and reverse-aging Traditional Chinese painting images based on Web-mining
New Generation Computing, 31, 4, 285-309, 2013-10-01
[ Color analysis,Color mapping,Color simulation,Traditional Chinese paintings,Web-mining ] -
Channel condition self-clocked packet scheduling scheme for wireless networks
Eurasip Journal on Wireless Communications and Networking, 2013, 1, 2013-07-04
[ Channel condition self-clocked packet scheduling , Fair queue , Wireless scheduler ] -
Collecting mobile-agent garbage using actor-based weighted reference counting
Advanced Science Letters, 9, 157-161, 2012-07-02
[ Actor garbage collection , Actor model , Actor-oriented model ] -
Social feature-based enterprise email classification without examining email contents
Journal of Network and Computer Applications, 35, 2, 770-777, 2012-03-01
[ Enterprise email classification , Machine learning , Social network analysis ] -
Improving SCTP performance by jitter-based congestion control over wired-wireless networks
Eurasip Journal on Wireless Communications and Networking, 2011, 2011-06-22 -
Primer design for multiplex PCR using a genetic algorithm
Soft Computing, 11, 9, 855-863, 2007-07-01 -
Location query based on moving behaviors
Information Systems, 32, 3, 385-401, 2007-05-01
[ Location query , Mobile computing , Moving behavior ] -
FasterDSP: A faster approximation algorithm for directed steiner tree problem
Journal of Information Science and Engineering, 22, 6, 1409-1425, 2006-11-01
[ Approximation algorithm , Content delivery network , Directed steiner tree , Multicast distribution tree , Multicast routing ] -
Database to dynamically aid probe design for virus identification
IEEE Transactions on Information Technology in Biomedicine, 10, 4, 705-713, 2006-10-01
[ Database , Probe design , Virus identification ] -
An agent-based system to discover protein-protein interactions, identify protein complexes and proteins with multiple peptide mass fingerprints
Journal of Computational Chemistry, 27, 9, 1020-1032, 2006-07-15
[ Agent-based system , Bioinformatics , MS , Peptide mass fingerprints , Proteomics ] -
Biological data warehousing system for identifying transcriptional regulatory sites from gene expressions of microarray data
IEEE Transactions on Information Technology in Biomedicine, 10, 3, 550-558, 2006-07-01
[ Data warehouse , Databases , Gene expression , Gene regulation , Microarray , Regulatory sites , Synexpression group , Transcription factor ]
研討會著作
-
Exploring Disease Insight Among Patients with Depression: The Role of Alcohol Consumption Frequency as a Mediating Factor
59-63, 2024-01-01
[ causal inference,depression,drinking,insight,mediation analysis ] -
The Design of Access Control by using Data Dependency to Reduce the Inference of Sensitive Data
68-72, 2020-12-01
[ data inference,functional dependency,information system security control,mosaic theory,personal information protection ] -
An efficient astronomical cross-matching model based on MapReduce mechanism
2015-10-07
[ Astronomical cross-matching , Big data science , Computational modeling , Distributed computing , MapReduce ] -
Primary Chinese semantic-phonetic compounds pronunciation rules mining and visualization 主要漢字形聲字發音規則探勘與視覺化
183-197, 2013-10-01
[ Association Rule Mining Visualization , Chinese Teaching , Multiple-level Association Rule Mining , Phonetic Component , Semantic-Phonetic Compounds ] -
Message from UIPM-12 workshop chairs
2012-11-28
-
Large-scale data management and analysis for astronomical research
2011-12-01
-
Enterprise email classification based on social network features
532-536, 2011-09-19
[ Enterprise email classification , Social network ] -
An efficient distributed hierarchical-clustering algorithm for large scale data
869-874, 2010-12-01
[ Hierarchical clustering , Parallel computing ] -
Sequential pattern discovery for intrusion detection system
470-474, 2010-12-01
-
Hierarchical role classification based on social behavior analysis
425-429, 2010-12-01
[ Community detection , Document classification , Fuzzy set theory , Social network analysis ] -
Constructing storage capacity migration policies for information lifecycle management system
503-508, 2010-11-15
[ 0/1 knapsack algorithm , Information lifecycle management system , Migration policy ] -
Exploiting frequent episodes in weighted suffix tree to improve intrusion detection system
1246-1252, 2008-09-01
-
A data warehousing approach to discover knowledge in peer-to-peer application
1181-1186, 2008-09-01
-
Low latency and efficient packet scheduling for streaming applications
1963-1967, 2004-08-30
-
TMRC: A load-adaptive TCP-friendly rate control protocol for real-time multimedia environment
1293-1297, 2004-01-01
專書
-
Lecture Notes in Electrical Engineering
250-256, 2024-01-01
[ Expertise social network,Odds ratio,Partnerships,Social network analysis,Sustainable development goals ] -
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
430-440, 2010-06-25
[ Classification,Data Center,Distributed System,Support Vector Machine ] -
Studies in Computational Intelligence
125-131, 2010-03-31
- 電子郵件分類方法 METHOD FOR CLASSIFYING EMAIL [美國]
- 電子郵件分類方法METHOD FOR CLASSIFYING EMAIL [中華民國]
- 藉由權重字尾樹進行資料分析之方法METHOD FOR ANALYZING DATA UTILIZING WEIGHTED SUFFIX TREE [美國]
- 藉由權重字尾樹進行資料分析之方法METHOD FOR ANALYZING DATA UTILIZING WEIGHTED SUFFIX TREE [中華民國]
國立中央大學