劉立民 教授
世新大學 資訊傳播學系/資管系
校內分機:
886-2-22368225 ext.63362
電子郵件帳號:
Dr. Limin Liu
Professor
Dept. of Info. & Comm./Dept. of Info. Mgmt.
Shih Hsin University
Taipei, Taiwan
Phone:
886-2-22368225 ext.63362
Email:
本人研究領域與興趣包含:指紋影像處理、分析;機器學習;深度學習;自然語言處理;知識表示與推論等。對上述主題有興趣的同學,想做這方面專題的同學,都可以在答問時間找老師討論。來辦公室前請先連絡老師,避免因為會議等臨時狀況,白跑一趟。
經歷 EXPERIENCE
2020/8~迄今
2019/8~2021/7
世新大學 資訊傳播學/資訊管理學系 教授
Professor, Dept. of Info. & Comm./Dept. of Info. Mgmt., Shih Hsin Univ.
世新大學資訊管理學系主任
Chairperson, Dept. of MIS,
Shih Hsin University
2018/2~2020/7
世新大學資訊管理學系副教授
Associate Professor, Dept. of MIS,
Shih Hsin Univ.
2008/8-2018/1
中原大學應用數學系副教授
Associate Professor,
Dept. of Appl. Math, CYCU
2002/2-2008/7
2001/8-2002/1
中原大學應用數學系助理教授
Assistant Professor,
Dept. of Appl. Math, CYCU
紐澤西州立Kean大學資訊系助理教授
2000/8-2001/7
Sen. Engr., Pumpkin Network, Sunnyvale, CA
1999/8-2000/7
1995/1-1999/7
Sen. Engr. AT&T, Middletown, NJ
Research/Teaching Assistant
Dept. of CIS (AI and OODB Lab.)
NJIT, Newark, NJ, USA
學歷 EDUCATION
學歷 EDUCATION
1995/1-1999/7
博士 Ph.D.
Advisor: Dr. Yehoshua Perl, Dr. James Geller
Lab: Artificial Intelligence Lab
紐澤西理工學院資訊系
Dept. of Comp. and Info. Science
New Jersey Institute of Technology
University Heights Newark, New Jersey
1993/8-1994/12
碩士 Master of Computer Science
雪城大學資訊系
Dept. of Comp. and Info. Science
Syracuse Univ.
Syracuse, NY, USA
1986/8-1990/6
工學士 Bachelor of Engineering
淡江大學電子計算機科學系
Dept. of Computer Science,
Tamkang Univ. Taiwan
教學 TEACHING
108-1 (世新資管)
雲端運算.機器學習與深度學習.運算思維與程式設計
107-1 (世新資管)
雲端運算.資訊科技與生活.運算思維與程式設計
106-1 (中原應數)
計算機概論.數據科學導論.物件導向程式設計.
105-1 (中原應數)
計算機概論(1).數據科學導論.資料庫系統.管理數學(1)
104-1 (中原應數)
計算機概論(1).資料結構(2).資料庫系統.管理數學(1)
103-1 (中原應數)
計算機概論(1).資料結構(2).資料庫系統.管理數學(1)
108-2 (世新資管)
運算思維與程式設計
107-2 (世新資管)
網路程式設計.大數據平台實務.運算思維與程式設計
106-2 (世新資管)
網路程式設計.雲端運算.網路系統管理.網頁伺服程設
105-2 (中原應數)
計算機概論(2).資料結構(2).資料分析.專題實作.管理數學(2)
104-2 (中原應數)
計算機概論(2).資料結構(1).物件導向程式設計.管理數學(2)
103-2 (中原應數)
計算機概論(2).資料結構(1).物件導向程式設計.管理數學(2)
研究 PUBLICATIONS
期刊論文 Journal Papers
-
Ching-yu Huang, Limin Liu , Yui-Liang Chen, "An Online Integrated Fingerprint Image System", IJMLC 2019 Vol.9(1): 51-56, ISSN: 2010-3700
DOI: 10.18178/ijmlc.2019.9.1.764. (EI期刊) -
Limin Liu , "Fingerprint Analysis and Singular Point Definition by Deep Neural Network", IJMLC 2018 Vol.8(6): 625-629 ISSN: 2010-3700
DOI: 10.18178/ijmlc.2018.8.6.756. (EI期刊, MOST-107-2514-S-011-001) -
Limin Liu, “A modelling methodology for the HTML knowledge base” , 2016 , Int. J. Intelligent Information and Database Systems , vol.9 , p.213-231. (EI期刊)
-
Limin Liu , “A Parallel Algorithm for Generating Ideal IC-colorings of Cycles” , 2015 , Applied Mathematics and Computation , vol.250 , p.615-627. (SCI期刊)
-
Yui-Liang Chen; Limin Liu , “The Knowledge Base Development for the Web Content Accessibility Guidelines” , 2014 , International Journal of Intelligence Science , vol.4 , p.1-9. (ProQuest Computer Science Collection期刊)(Computer and Information Systems Abstracts期刊)(DOAJ期刊)
-
Li-Min Liu , “A New Software Development Methodology for Clinical Trial Systems” , 2013 , Advances in Software Engineering , vol.2013 , p.1-13. (EI期刊)
-
Shyh-Nan Lee; Li-Min Liu , “The maximal IC-colorings of K_1, 2, n” , 2013 , Journal of Nonlinear and Convex Analysis , vol.14 , p.103-114. (SCI期刊)
-
Li-min Liu , “ATPDI: a computational definition of fingerprint singular points” , 2012 , International Journal of Information Technology and Management , vol.11 , p.92-111. (EI期刊)
-
Li-Min Liu; Shyh-Nan Lee , “On IC-colorings for complete partite graphs” , 2011 , Journal of Nonlinear and Convex Analysis , vol.12 , p.103-111. (SCI期刊)
-
Li-min Liu; Tian-Shyr Dai: , “A Reliable Fingerprint Orientation Estimation Algorithm” , 2011 , Journal of Information Science and Engineering , vol.27 , p.353-368. (SCI期刊)
-
Tian-Shyr Dai; Li-Min Liu , “A Hybrid Importance Sampling Algorithm for Estimating VaR under the Jump Diffusion Model ” , 2009 , Journal of Software Engineering and Applications , vol.2 , p.301-307. (EI期刊)
-
Dai, T., Lyuu, Y. and Liu, L. , “Linear-Time Option Pricing Algorithms by Combinatorics” , 2008 , Computers and Mathematics with Applications , vol.55 , p.2142-2157. (SCI期刊)
-
Liu, L., Huang, C., and Hung, D. C. , “A Directional Approach to Fingerprint Classification” , 2008 , International Journal of Pattern Recognition and Artificial Intelligence , vol.22 , p.347-365.(SCI期刊)
-
Huang,, C., Liu, L. and Hung, D. C. , “Fingerprint Analysis and Singular Point Detection” , 2007 , Pattern Recognition Letters , vol.28 , p.1937-1945. (SCI期刊)
-
Halper, M., Liu, L. M., Geller, J., Perl, Y. , “Ownership as a Conceptual Modeling Construct” , 2007 , Data & Knowledge Engineering , vol.62 , p.248-273. (SCI期刊)
-
Liu, L. M. , “Fingerprint Orientation Alignment and Similarity Measurement” , 2007 , Imaging Science Journal , vol.55 , p.114-125. (SCI期刊)
-
Liu, L., Huang, C., Dai, T., and Chang, G. , “Enhanced SEA Algorithm and Fingerprint Classification” , 2007 , International Journal of Computer Applications in Technology , vol.30 , p.295-302.(EI期刊)
-
C. Huang,L. Liu , “A flexible spot recognition method for SNP microarray systems” , 2006 , Online Journal of Bioinformatics , vol.7 , p.101-117.
-
L. Liu ,T. Dai , “Ridge Orientation Estimation and Verification Algorithm for Fingerprint Enhancement” , 2006 , Journal of Universal Computer Science , vol.12 , p.1426-1438. (SCI期刊)
-
S. P. Tian, L. Liu , “On-Line English News Resource System: A Teaching/Learning Aid for News Media English Classes” , 2004 , English Teaching and Learning , vol.29 , p.89-106.
-
S.P. Tian and L. Liu , “Course-Specific Corpora in the Classroom: A News Media English Class in Taiwan” , 2004 , The Journal of Asia Tefl. , vol.1 , p.267-290.
-
M. Halper, L. Liu, J. Geller, and Y. Perl. , “Frameworks for incorporating semantic relationships into object-oriented database systems” , 2003 , Concurrency and Computation: Practice and Experience , vol.15 , p.1137-1362. (SCI期刊)
-
L. Liu, J. Geller, and Y. Perl. , “Enhancing OODB Semantics to Support Browsing in an OODB Vocabulary Presentation” , 2003 , Concurrency and Computation: Practice and Experience , vol.15 , p.845-869. (SCI期刊)
-
L. Liu, M. Halper, J. Geller, and Y. Perl. , “Using OODB Modeling to Partition a Vocabulary into Structurally and Semantically Uniform Concept Groups” , 2002 , IEEE Transactions on KDE , vol.14 , p.850-866. (SCI期刊)
-
H. Gu, Y. Perl, J. Geller, M. Halper, L. Liu, and J. J. Cimino , “Representing the UMLS as an object-oriented database: Modeling issues and advantages” , 2000 , JAMIA , vol.7 , p.66-80. (SCI期刊)
-
H. Gu, J. Geller, M. Halper, L. Liu , “Using a similarity measurement to partition a vocabulary of medical concepts” , 1999 , Lecture Notes in Computer Science , vol.1677 , p.712-723. (SCI期刊)
-
L. Liu, M. Halper, J. Geller, and Y. Perl. , “Controlled Vocabularies in OODBs: Modeling Issues and Implementation” , 1999 , Distributed And Parallel Databases An International Journal , vol.7 , p.37-65. (SCI期刊)
會議論文 Conf. Papers
-
Tian-Shyr Dai, Yuh-Dauh Lyuu, Li-min Liu , “Developing Efficient Option Pricing Algorithms by Combinatorial Techniques” , 2006 , International Conference on Scientific Computing , 2006 /6 /26.
-
L. Liu ,T. Dai , “A Hybrid Fingerprint Enhancement Algorithm” , 2006 , International Conference on Image Processing, Computer Vision, & Pattern Recognition , 2006 /6 /26 .
-
J. Geller, C. Rush, L. Liu, M. Halper, Y. Perl , “Ownership Semantics in the Financial Domain” , 2001 , The 9th IFIP 2.6 Working Conference on Database Semantics (DS-9): Semantic Issues in e-Commerce Systems , 2001 ~ 2001 .
-
H. Gu, Y. Perl, J. Geller, M. Halper, L. Liu, and J. J. Cimino , “Modeling the UMLS Using an OODB” , 1999 , AMIA'99 , 1999 /9.
-
L. Liu, M. Halper , “Incorporating Semantic Relationships into an Object-Oriented Database System” , 1999 , The Thirty-Second Hawaii International Conference , 1999 /1.
-
H. Gu, L. Liu, M. Halper, J. Geller, and Y. Perl , “Converting an Integrated Hospital Formulary into an Object-Oriented Database Representation” , 1998 , AMIA'98 , 1998 /11.
-
L. Liu, M. Halper, H. Gu, J. Geller, and Y. Perl , “ Modeling a vocabulary in an object-oriented database” , 1996 , The Fifth International Conference on Information and Knowledge Management , 1996 /11.
專書著作 BOOKS
Python程式設計-AI與資料科學應用(3版)
作者: 劉立民
出版社:普林斯頓, 出版日期:2024/8
機器學習與人工智慧深度問答集:從基礎到專業,提升 AI 知識力的 30道深度思考題
作者:Sebastian Raschka 審校 劉立民, 出版社:博碩, 出版日期:2024/8
Python程式設計-AI與資料科學應用(再版)
作者: 劉立民
出版社:普林斯頓, 出版日期:2022
Python機器學習(第三版,下)
作者: Sebastian Raschka, 譯者: 劉立民, 吳建華
出版社:博碩 , 出版日期:2020/10/06
Python機器學習(第三版,上)
作者: Sebastian Raschka, 譯者: 劉立民, 吳建華
出版社:博碩, 出版日期:2020/09/07
動手做深度強化學習
作者: Maxim Lapan, 譯者: 劉立民
出版社:博碩 , 出版日期:2019/11/11
簡明C程式設計:使用Code::Blocks
作者: 劉立民
出版社:全華圖書, 出版日期:2017/12/28
Python深度學習
作者: Valentino Zocca, Gianmario Spacagna, Daniel Slater
譯者: 劉立民, 吳建華, 陳開煇
出版社:博碩, 出版日期:2018/01/05
Python程式設計-AI與資料科學應用
作者: 劉立民,
出版社:普林斯頓, 出版日期:2021/01
運算思維與程式設計
作者: 劉立民
出版社:普林斯頓國際, 出版日期:2019/01
Python機器學習(第二版)
作者: Sebastian Raschka, 譯者: 劉立民, 吳建華
出版社:博碩 , 出版日期:2018/08/30
Python機器學習
作者: Sebastian Raschka, 譯者: 劉立民, 吳建華
出版社:博碩 出版日期:2016/9