Welcome to Alex’s Homepage

Chinese Version

Alex Long-Sheng Chen

 

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Assistant Vice President for Student Affairs

&Professor, Department of Information Management, Chaoyang University of Technology

 

Office: L-733

Email: lschen@cyut.edu.tw

TEL: +886-4-2332-3000 ext 7752

FAX: +886-4-2374-2337

Address:

168, Jifeng E. Rd., Wufeng District, Taichung, 41349, Taiwan, R.O.C.

BIOGRAPHICAL NOTES

Long-Sheng Chen is Professor of Dept. of Information Management and Secretary of College of Informatics, at CYUT, Taichung, Taiwan. He received his Ph.D. degree in Industrial Engineering and Management from National Chiao Tung University, Hsinchu, Taiwan. His research interests include data mining, six sigma, machine learning, granular computing, software quality management, and neural networks applications.

 

 

DEGREES

n   Ph. D. (2002.09 ~ 2006.03)

Industrial Engineering and Management, National Chiao Tung University

n   M. S. (1998.09 ~ 2000. 07)

Industrial Management, National Cheng Kung University

n   B. S., (1994.09 ~ 1998.07)

Industrial Management Science, National Cheng Kung University

 

 

EXPERIENCES

l   Dean of Student Affairs (2012.08~)

l   Professor, Department of Information Management (2016.08~)

l   Associate Professor, Department of Information Management (2011.02~2016.07)

l   Assistant Professor, Department of Information Management (2006.08~2011.01)

l   Secretary of College of Informatics (2007.08~2008.07, 2011.07~)

l   Visiting Scholar, School of Industrial Engineering, Purdue University (2005.01 ~ 2005.08)

l   Lecturer, Six Sigma Green Belt Training Program, Quality Research Center, National Tsing Hua University

l   Lecturer, Six Sigma Green Belt Training Program, Professional Training Center, Ministry of Economics Affairs (R. O. C.)

l   Lecturer, Six Sigma Green Belt Training Program, Cathay General Hospital

 

 

HONORS & CERTIFICATES

l   Outstanding Young Scholar Program Funding of National Science Concil (2012~2015)

l   “Best Student Award” for the IEEE International Conference on Awareness Science and Technology & Ubi-Media Computing, 2-4 Nov., 2013, Aizu-Wakamatsu, Japan.

l   “Certificate of Merit” for The 2012 IAENG International Conference on Data Mining and Applications, March 14-16, Hong Kong (EI indexed).

l   “Best Paper Award,” for The 2012 International Conference on Advanced Information Technologies and The Second National Conference on Web Intelligence and Applications, AIT / NCWIA 2012.

l   Marquis Who’s Who in the World (2011)

l   “Certificate of Merit” for The 2010 IAENG International Conference on Data Mining and Applications, March 17-19, Hong Kong (EI indexed).

l   “Best Paper Award” for The 2010 International Conference on Advanced Information Technologies, April 23-24, Taichung, Taiwan.(Top 7 in 250 papers)

l   “Certificate of Merit (Student)” for The 2009 IAENG International Conference on Data Mining and Applications, March 18-20, Hong Kong (EI indexed). (Top 2 in 41 papers)

l   “Best paper award,” the 4th IEEE International Conference on Wireless Communications, Networking and Mobile Computing: EMS&ISM 2008, Oct. 15-17, Dalian, China (EI indexed). (Top 3 in 1692 papers)

l   The CYUT Outdistancing Teacher Award (96th semester, 2007/8~2008/7)

l   The CYUT Best Tutor Award (95th semester, 2006/8~2007/7)

l   Excellent Student Paper Award, the 36th International Conference on Computers and Industrial Engineering, Jun. 2006

l   Motorola University Green Belt Certification (2005)

l   Outstanding Youth of NCKU (1998)

 

 

RESEARCH INTERESTS

l   Data Mining

l   Software Quality Management

l   Granular Computing

l   Neural Network Models & Applications

l   Six Sigma

l   Industrial Engineering and Management

 

PUBLICATIONS

Journal papers

[1] Li, D.-C., Chen, L.-S. and Lin, Y.-S., 2003, Using Functional Virtual Population as assistance to learn scheduling knowledge in dynamic manufacturing environments, International Journal of Production Research, 17, 4011–4024 (SCI, EI)

[2]Su, C.-T.*, Chen, L.-S. and Yih, Y., 2006, Knowledge acquisition through information granulation for imbalanced data, Expert System with Applications, 31(3), pp. 531-541. (SCI, EI) (字數: 5012)

[3]Su, C.-T.*, Chen, L.-S., and Chiang, T.-L., 2006, A neural network based information granulation approach to shorten the cellular phone test process, Computers In Industry, 57(5), pp. 412-423.(SCI, EI) (字數: 5147)

[4]Chen, L.-S. and Su, C.-T.*, 2008, Using granular computing model to induce scheduling      knowledge in dynamic manufacturing environments, International Journal of Computer Integrated Manufacturing, 21(5), pp. 569-583. (SCI). (2006 IF 0.383) (NSC-95-2221-E-007-124) (字數: 5339)

[5]Chen, M.-C.*, Chen, L.-S., C.-C., Hsu, Zeng, W.-R., 2008, An information granulation based data mining approach for classifying imbalanced data, Information Sciences, 178 (16), pp. 3214-3227. (SCI) (IF, 2006: 1.003, 2007:2.147) (NSC95-2416-H-009-034-MY3) (字數: 4850)

[6]Chen, L.-S., F.-H. Hsu, M.-C. Chen* and Y.-C. Hsu, 2008, Developing recommender systems with the consideration of product profitability for sellers, Information Sciences, 178(4), pp. 1032-1048 (SCI) (IF, 2006: 1.003, 2007:2.147) (NSC95-2416-H-009-034-MY3) (字數: 5471)

[7]Liu, C.-H.*, Chen, L.-S., and C.-C. Hsu, 2008, An Association-based Case Reduction Technique for Case-based Reasoning, Information Sciences, 178 (17), pp.3347-3355. (SCI) (IF, 2006: 1.003, 2007:2.147) (字數:6169)

[8]C.-C. Hsu*, Chen, L.-S., and Liu, C.-H., 2010, A Process Monitoring Scheme Based on Independent Component Analysis and Adjusted Outliers, International Journal of Production Research, 48(6), 1727-1743. (SCI, EI) (NSC 97-2410-H-324-015) (字數:3506)

[9]Chen, L.-S.*, C.-C. Hsu and M.-C. Chen, 2009, Customer Segmentation and Classification from Blogs by Using Data Mining: An Example of VOIP Phone, Cybernetics & Systems, 40, 7, pp. 608-632. (SCI) (NSC 96-2416-H-324 -003 -MY2) (字數:5503)

[10]林敬森、陳隆昇*2009,應用野模式於提升教學網站品質之研究,International Journal of Advanced Information Technologies, Vol. 3, No. 2, pp. 55-71. (NSC 98-2410-H-324 -007 -MY2)

[11]陳隆昇*、邱慧如,2009,植基於支撐向量機之語意導向分類器,International Journal of Advanced Information Technologies, Vol. 3, No. 2, pp. 15-35. (NSC 96-2416-H-324 -003 -MY2)

[12]Hsu, C. C.*, Chen, M. C., & Chen, L, S., 2010, Intelligent ICA-SVM Fault Detector for non-Gaussian Multivariate Process Monitoring, Expert Systems with Applications, 37, 4, pp. 3264-3273. (SCI)

[13]Hsu, C. C.*, Chen, M. C., & Chen, L, S., 2010, A novel process monitoring approach with dynamic independent component analysis, Control Engineering Practice, 18, 3, pp. 242-253. (SCI)

[14]Chen, L.-S.*, Hsu, C.-C., Chang, Y.-S., 2010, Developing a novel two-phase learning scheme for the class imbalance problem, International Journal of Innovative Computing, Information and Control, 6, 11, pp. 4979-4994. (SCI) (NSC 96-2416-H-324 -003 -MY2) Nov., 2010

[15]Hsu, C. C.*, Chen, M. C., & Chen, L, S., 2010, Integrating Independent Component Analysis and Support Vector Machine for Multivariate Process Monitoring. Computers & Industrial Engineering, 59 (1), pp.145-156. (SCI, EI). (Impact factor: 1.057).  (NSC 97-2410-H-324-015). 

[16]Chen, L.-S.*, Liu, C.-H., and C.-C. Hsu, C.-S. Lin, 2010, C-Kano Model: A New Approach for Discovering Attractive Quality Elements, Total Quality Management and Business Excellence, 21, 11, 1189-1214. (SCI; SSCI). (NSC 96-2416-H-324 -003 -MY2) Nov. 2010

[17]Chen, K.-Y., Chen, L.-S.*, Chen, M.-C., Lee, C.-L., 2011, Using SVM based method for equipment fault detection in a thermal power plant, Computers in Industry, 62(1), 42-50. (SCI). (NSC 95-2218-E-027-001) Jan., 2011

[18]Chen, L.-S.*, Liu, C.-H., Chiu, H. J., 2011, A Neural Network based Approach for Sentiment Classification in the Blogosphere, Journal of Informetrics, 5(2), pp. 313-322 (SSCI)  (NSC 98-2410-H-324 -007 -MY2) April, 2011

[19]C.-S. Lin*, S. Kao, L.-S. Chen, 2012, A Proactive Operational Framework for Business Continuity in the Semiconductor Industry, Quality and Reliability Engineering International, 28(3), pp. 307-320. (SCI, EI) April, 2012

[20]Lin, C.-S., Chen, L.-S.*, Hsu, C.-C., 2011, An Innovative Approach for RFID Product Functions Development, Expert System with Applications, 38(12), pp. 15523-15533. (SCI) (NSC 98-2410-H-324 -007 -MY2) Nov., 2011

[21]Chen, L.-S.* and S.-H. Chen, 2011, Using TRIZ Techniques to New Product Function Development of Smart Phones, Industrial Engineering & Management Systems, 10(3), pp. 179-184. (NSC 98-2410-H-324 -007 -MY2) Sep., 2011

[22]C.-H. Liu, L.-S. Chen, P.-S. Lin, 2013, Lot Streaming Multiple Jobs with Values Exponentially Deteriorating over Time in a Job Shop Environment, International Journal of Production Research, 51(1), pp. 202-214, Jan 2013. (SCI, EI)

[23]Chen, L.-S.*, Chang, P.-C., 2013, Extracting Knowledge of Customers' Preferences in Massively Multiplayer Online Role Playing Games, Neural Computing and Applications, 23(6), pp. 1787-1799, Nov. 2013. (SCI)

[24]Chen, L.-S.*, 2013, Recognizing key service factors of attracting new virtual community members, Cybernetics and Systems, 44(4), pp. 305-324, May 2013.  (SCI) DOI: 10.1080/01969722.2013.789644 (NSC 101-2628-E-324-004-MY3)

[25]Chen, L.-S.*, S. C. Cai, 2014,A Cost Adjusting Method for Increasing Customers’ Sentiment Classification Performance, International Journal of Information and Electronics Engineering, 5(4), pp. 336-339. (NSC 101-2628-E-324-004-MY3) (EI)

[26]L.-S. Chen*, Z. C. Lin, J.-R. Chang, 2015, FIR: An effective scheme for extracting useful metadata from social media, Journal of Medical Systems, 39(11), article 139. DOI: 10.1007/s10916-015-0333-0. (MOST 101-2628-E-324-004-MY3) (SCI)

[27]L.-S. Chen*, S. C. Cai, 2015, Neural-network-based Resampling Method for Detecting Diabetes Mellitus, Journal of Medical and Biological Engineering, 35(6), 824-832. (MOST 101-2628-E-324-004-MY3) (SCI)

[28]C.-Y. Huang, C.-T. Bau, L.-S. Chen, R.-C. Chen, A new patient treatment decision support system for diabetes, ICIC Express Letters, 11(1), January 2017 (Accepted).(EI)

 

Conference papers

[1]陳隆昇*、薛仱芸,植基特徵選取之分類法以提升網路虛假評論分類正確率,2013第十九屆IMP資訊管理暨實務研討會, 台中科技大學, Dec. 7, 2013.

[2]C.-Y. Hsueh, L.-S. Chen, Q. Zhao, Awareness of manipulation in on-line review, IEEE International Conference on Awareness Science and Technology & Ubi-Media Computing, 2-4 Nov., 2013, Aizu-Wakamatsu, Japan.

[3]L.-S. Chen*, J.-Y. Lin, 2013, A study on review manipulation classification using decision tree, The 10th IEEE International Conference on Service Systems and Service Management (ICSSSM’13), July 17-19, 2013, Hong Kong. (NSC 101-2628-E-324-004-MY3) (EI indexed)

[4]C.-Y. Huang, R.-C. Chen, L.-S. Chen, Course-recommendation systen based on ontology, International Conference on Machine Learning and Cybernetics, July 14-17, 2013, Tianjin, China.

[5]陳隆昇*、林瑞裕,2013,辨識科技產品操弄評論之研究,2013第七屆資訊科技國際研討會,台中,April 26-272013. (NSC 101-2628-E-324-004-MY3)

[6]L.-S. Chen*, C.-Y. Hsueh, C.-C. Hsu, 2013, Improving the performance of classifying review manipulation in e-commerce, International Conference on Innovation and Management, Sapporo, Japan, Jan. 28-31. (NSC 101-2628-E-324-004-MY3)

[7]陳隆昇*、郭泰成,2012,辨識提昇關鍵字廣告點閱率之重要品質要素,第二屆創新發明應用研討會,台中,Nov. 232012. (NSC 101-2628-E-324-004-MY3)

[8]黃忠義、陳榮靜、陳隆昇,2012,以本體論實現學生選課推薦系統,The 2012 Conference on Technologies and Applications of Artificial Intelligence TAAI 2012, Tainan, Taiwan, Nov. 16-18, 2012.

[9]L.-S. Chen*, Y.-Y. Yang, 2012, Identifying key factors for increasing royalty of customers in mobile shopping services, IAENG International Conference on Data Mining and Applications (ICDMA'12), March 14-16, Hong Kong. (EI indexed)

[10]L.-S. Chen*, K.-C. Sun, 2012, Identifying Key Factors and Developing a New Method for Classifying Imbalanced Sentiment Data, IAENG International Conference on Data Mining and Applications (ICDMA'12), March 14-16, Hong Kong. (EI indexed) “PAPER AWARD: Certificate of Merit”

[11]陳隆昇*、楊依依, 2012, 發展特徵選取方法以辨識行動購物服務品質關鍵因素之研究, 2012 International Conference on Advanced Information Technologies and The Second National Conference on Web Intelligence and Applications, April 27-28, Taichung, Taiwan.

[12]陳隆昇*、孫昆正, 2012, 改善不平衡語意分類之研究, 2012 International Conference on Advanced Information Technologies and The Second National Conference on Web Intelligence and Applications, April 27-28, Taichung, Taiwan. Best Paper Award

[13]陳隆昇*、邱柏瑋、王智文, 2012, 關鍵字廣告品質要素之分析, 2012 International Conference on Advanced Information Technologies and The Second National Conference on Web Intelligence and Applications, April 27-28, Taichung, Taiwan.

[14]H.-K. Chen, C.-P. Chang, L.-F. Chen, L.-S. Chen, Winning Customers’ Hearts and Minds using DFSS approach, 4th International Conference on Lean Six Sigma, 26-27 March, 2012, Glasgow, Scotland, UK.

[15]L.-S. Chen*, C.-W. Chang, 2011, A new term weighting method by introducing class information for sentiment classification of textual data, IAENG International Conference on Data Mining and Applications (ICDMA'11), March 16-18, Hong Kong. (EI indexed) (NSC 98-2410-H-324 -007 -MY2)

[16]L.-S. Chen*, L.-W. Lin, C.-C. Hsu, 2011, Developing a cluster based sampling method for imbalanced bloggers’ sentiment data, 2011 International Conference on e-Commerce, e-Administration, e-Society, e-Education, and e-Technology  (e-CASE & e-Tech 2011), Tokyo, Japan, January 18-20, 2011 (EI indexed) (NSC 98-2410-H-324 -007 -MY2)

[17]L.-S. Chen* and S.-H. Chen, 2010, Applying TRIZ techniques to innovative product functions creation: An example of smart phones, The 11th Asia Pacific Industrial Engineering & Management Systems (APIEMS) Conference and the 13th Asia Pacific Regional Meeting of the International Foundation for Production Research, Dec. 7-10, 2010, Melaka, Malaysia. (NSC 98-2410-H-324 -007 -MY2)

[18] L.-S. Chen* and C.-W. Chang, 2010, A feature selection method for classifying textual sentiment data, The 11th Asia Pacific Industrial Engineering & Management Systems (APIEMS) Conference and the 13th Asia Pacific Regional Meeting of the International Foundation for Production Research, Dec. 7-10, 2010, Melaka, Malaysia. (NSC 98-2410-H-324 -007 -MY2)

[19]陳隆昇*、張保中,2010,虛擬社群網站之顧客需求探討,2010 International Conference on Advanced Information Technologies, April 23-24, Taichung, Taiwan. (NSC 98-2410-H-324 -007 -MY2) (BEST PAPER AWARD)

[20] L.-S. Chen*, L.-W. Lin, 2010, Two methods for classifying bloggers' sentiment, IAENG International Conference on Data Mining and Applications (ICDMA'10), Vol. 1, 576-579, March 17-19, Hong Kong. (NSC 98-2410-H-324 -007 -MY2) (EI indexed) “PAPER AWARD: Certificate of Merit”

[21] L.-S. Chen*, P.-C. Chang, 2010, Identifying Crucial Website Quality Factors of Virtual Communities, IAENG International Conference on Data Mining and Applications (ICDMA'10), Vol. 1, 487-492, March 17-19, Hong Kong. (NSC 98-2410-H-324 -007 -MY2) (EI indexed)

[22] 陳隆昇*、林立為,2009,植基倒傳遞類神經網路之不平衡資料處理機制,TAAI 2009 第十四屆人工智慧與應用研討會,Oct. 30~31,台中,台灣。(NSC 98 - 2410 - H - 324 - 007 - MY2)

[23]L.-S. Chen*, Y.-S. Chang, L.-W. Lin, M.-C. Chen, 2009, A SOM based approach for learning from imbalanced data sets, The 19th Intelligent System Symposium (FAN 2009), Sep. 17~18, Aizu- Wakamatsu, Japan. (NSC 98 - 2410 - H - 324 - 007 - MY2)

[24] L.-S. Chen*, C.-C. Lin, C.-C. Hsu, S.-H. Chen, 2009, A Systematic Approach for New RFID Products Quality Elements Creation, ANQ Congress 2009, Sep. 15~18, Tokyo, Japan. (NSC 98 - 2410 - H - 324 - 007 - MY2)

[25] K.-Y. Chen, L.-S. Chen, M.-C. Chen, C.-L. Lee, 2009, Applying Neural Networks to Detect the Failures of Turbines in Thermal Power Facilities, Proceedings of the 2009 IEEE International Conference on Industrial Engineering and Engineering Management, 708-711, Hong Kong, 8-11 December, 2009. (EI indexed)

[26] 陳隆昇*、張毓珊、林立為,改善類別不平衡問題之研究,2009新世代工業工程與系統管理研討會,五月22,台中,台灣。

[27] 林敬森、陳隆昇*、林春成,改善教學網站品質之研究,2009新世代工業工程與系統管理研討會,五月22,台中,台灣。

[28] 陳隆昇*、邱慧如,2009,發展植基於支撐向量機的語意導向指標以分類部落客之情緒,2009 International Conference on Advanced Information Technologies, April 24, Taichung, Taiwan. (NSC 96-2416-H-324 -003 -MY2)

[29] 陳隆昇*、張毓珊,2009,結合馬氏距離和支援向量機之兩階段分類方法以解決類別不平衡問題,2009 International Conference on Advanced Information Technologies, April 24, Taichung, Taiwan. (NSC 96-2416-H-324 -003 -MY2)

[30]L.-S. Chen*, C.-C. Hsu, L.-F. Chen, 2009, Developing a robust classifier for fault detection in production environment, the 13th IFAC Symposium on Information Control Problems in Manufacturing, INCOM '09, June 3~5, 2009, Moscow, Russia. (NSC 96-2416-H-324 -003 -MY2)

[31] L.-S. Chen*, H.-J. Chiu, 2009, Developing a neural network based index for sentiment classification, IAENG International Conference on Data Mining and Applications (ICDMA'09), March 18-20, Hong Kong. (NSC 96-2416-H-324 -003 -MY2) (EI indexed) (Certificate of Merit)

[32] L.-S. Chen*, C.-C. Hsu, Y.-S. Chang, 2009, MDS: A Novel Method for Class Imbalance Learning, The 3rd International Conference on Ubiquitous Information Management and Communication, January 15-16, 2009, SKKU, Suwon, Korea. (NSC 96-2416-H-324 -003 -MY2)

[33]L.-S. Chen*, C.-C. Hsu, P.-C. Chang, 2008, Developing a TRIZ-Kano model for creating attractive quality, the 4th IEEE International Conference on Wireless Communications, Networking and Mobile Computing, Oct. 12-14, Dalian, China (EI indexed). (NSC 96-2416-H-324 -003 -MY2) (Best Paper Award)

[34] C.-C. Hsu*, L.-S. Chen, 2008, Integrate Independent Component Analysis and Support Vector Machine for Monitoring Non-Gaussian Multivariate Process, the 4th IEEE International Conference on Wireless Communications, Networking and Mobile Computing, Oct. 12-14, Dalian, China (EI indexed).

[35]陳隆昇*、杜逸普,2008,部落格探勘,2008 International Conference on Advanced Information Technologies, April 25~26, Taichung, Taiwan.(In Chinese)

[36]陳隆昇*、張保中,2008,發展C-KANO MODEL以創造線上遊戲之魅力品質,2008 International Conference on Advanced Information Technologies, April 25~26, Taichung, Taiwan. (In Chinese)

[37] Chen, L.-S.* & Chang, P.-C., 2007, Creating attractive quality of on-line games, the 8th Asia Pacific Industrial Engineering & Management System and 2007 Chinese Institute of Industrial Engineers  Conference (APIEMS & CIIE Conference 2007), Dec. 9~13, Kaohsiung, Taiwan. (NSC96-2416-H-324 -003 -MY2)

[38] M.-C. Chen*, L.-S. Chen, F.-H. Hsu, Y.-C. Hsu, 2007, HPRS: A profitability based recommender system, IEEE International Conference on Industrial Engineering and Engineering Management, Dec. 2~5, Singapore (EI indexed). (NSC96-2416-H-324 -003 -MY2)

[39] Chen, L.-S.* & Duh, Y.-P., 2007, Mining knowledge from blogs: an example of VoIP phone products, 37th International Conference on Computers and Industrial Engineering, Oct. 20-23, Alexandria, Egypt.(NSC96-2416-H-324 -003 -MY2)

[40]Su, C.-T.*, Yang, T., Chen, L.-S and Chiang, T.-L., 2006, A novel method to shorten inspection process: a case study, INCOM 2006: 12th IFAC Symposium on Information Control Problems in Manufacturing, Vol. 3, pp. 529-534, Saint-Etienne, France.

[41] Chen, L.-S.* and Su, C.-T., 2006, Multiple techniques for learning from imbalanced/skewed data, 36th International Conference on Computers and Industrial Engineering, Taipei, Taiwan. (Excellent Student Paper Award)

[42] Chen, L.-S.* and Su, C.-T., 2005, A study of improving the classification accuracy in diabetes diagnosis, the 3rd ANQ Congress & the 19th Asia Quality Symposium, Taipei, Taiwan.

[43] Chen, L.-S.* and Su, C.-T., 2004, Information granulation to reduce the amount of massive data, IIE Annual Conference, Houston, USA.

[44] Chen, L.-S.*, Siao, Y.-S. and Su, C.-T., 2004, MTS for Mobile Phone Test Process, the 2nd ANQ Congress & the 18th Asia Quality Symposium, New Delhi, India.

[45] Li, D.-C., Heish, K. Y., and Chen, L.-S., 1998, Two Model to Reduce Size of Decision Tree in Inductive Learning, in Proceedings of the Quantitative Management Techniques and Applications in Taiwan Conference, pp. 356-363, Tainan, Taiwan.

 

 

DSC07305

Abu Simbel

DSC07841

Luxor Temple

 

2007-10-20-E-吉薩金字塔群-063

Giza Pyramid

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The seaside of Mediterranean Sea

 

More photos can be found in my photo album!!