Alumni of NDSU

Ph.D, Computer Science, North Dakota State University, USA, 2006
M.Tech., Computer Science, RMIT Univ, Melbourne, Australia, 2000
B.S., Mathematics (Informatics Stream), ITS, Indonesia, 1993

About

I completed my Ph.D in Computer Science from North Dakota State University, USA, in 2006 under the supervision of Prof. Dr. William Perrizo and finished Master degree in Computer Science from Royal Melbourne Institute of Technology Univ, Australia, in 2000. I had been a Senior Software Engineer at Ask.com, one of the U.S. core search engine companies (searchenginewatch.com), developing algorithms and implementing efficient production-level programs to improve web search results. I was also involved in developing utilities for usage mining and query understanding using Natural Language Processing (NLP).

In 2008, I established Data Mining and Information Retrieval Research Group to host students in doing research emphasis on database, data mining, and information retrieval.

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Proquest

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Teaching Detail

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top Publications Google Scholar CitationScopus


    2016

  • Taufik Fuadi Abidin and Ridha Ferdhiana. Algorithm for Updating n-Grams Word Dictionary for Web Classification. Proceeding of the 1st International Conference on Informatics and Computing (ICIC), Lombok, Mataram, October 28-29, 2016, (indexed by SCOPUS).
  • Wanda Ichsanul Isra, Taufik Fuadi Abidin, Razief Perucha Fauzie Afidh. Analisa Keefektifan MySQL Cluster dan Non-Cluster dalam Memproses Data Akademik. Proceeding of Seminar Nasional Sistem Informasi Indonesia (SESINDO), ITS Surabaya, 01 November 2016, 978-602-73429-2-7.

  • 2015

  • Taufik Fuadi Abidin, M. Subianto, Taufiq. A. Gani, Ridha Ferdhiana. Periodic Update and Automatic Extraction of Web Data for Creating a Google Earth Based Tool. Proceeding of the International Conference on Advanced Computer Science and Information Systems (ICACSIS), Depok, West Java, October 10-11, 2015, (indexed by SCOPUS).

  • 2014

  • Taufik Fuadi Abidin, Rahmad Dimyathi, Ridha Ferdhiana. Rule-Based and Machine Learning Approach for Event Sentence Extraction in Indonesian Online News Articles. Proceeding of the International Conference on Information Technology Systems and Innovation (ICITSI), Bandung, November 24-25, 2014, (indexed by SCOPUS).

  • 2013

  • Taufik Fuadi Abidin, Ridha Ferdhiana, Hajjul Kamil. Automatic Extraction of Place Entities and Sentences Containing the Date and Number of Victims of Tropical Disease Incidence from the Web. Journal of Emerging Technologies in Web Intelligence, Academy Publisher, Finland, vol. 5(3), pp. 302-309, August 2013, (indexed by SCOPUS).
  • Taufiq M. Isa, Taufik Fuadi Abidin. Mengukur Tingkat Kesamaan Paragraf Menggunakan Vector Space Model untuk Mendeteksi Plagiarisme. Proceeding of SNETE-2013, Banda Aceh, 26-27 Agustus, 2013.
  • Laina Farsiah, Taufik Fuadi Abidin, Khairul Munadi. Klasifikasi Gambar Berwarna Menggunakan K-Nearest Neighbor (KNN) dan Support Vector Machine (SVM). Proceeding of SNASTIKOM-2013, Medan, 18 Februari 2013.

  • 2011

  • Jufri Wahyudi, Taufik Fuadi Abidin. Penentuan Secara Otomatis Akronim dan Ekspansinya Dari Data Teks Berbahasa Indonesia. Proceeding of SNATIKA 2011, Batu, Malang, 11 November 2011.
  • Jiwa Malem Marsya, Taufik Fuadi Abidin. Analisa dan Evaluasi Afiks Stemming untuk Bahasa Indonesia. Proceeding of SNETE-2011, Banda Aceh, 24 Oktober 2011.
  • Taufik Fuadi Abidin, Ridha Ferdhiana, Hajjul Kamil. Learning to Classify Tropical Disease Web Pages from Large Indonesian Web Documents. Proceeding of the 4th International Conference on Computer and Electrical Engineering, Singapore, 14-15 October 2011, (indexed by ASME).
  • Muzailin Affan, Agussabti, Yozo Goto, Taufik Fuadi Abidin, Shunichi Koshimura: Development of Tsunami Evacuation Simulation of Banda Aceh City Planning. Proceeding of The 20th International Conference on Software Engineering and Data Engineering (SEDE 2011), pp. 69-74, June 20-22, 2011, Las Vegas, USA, (indexed by SCOPUS and DBLP).

  • 2010

  • Taufik Fuadi Abidin, Bustami Yusuf, Munzir Umran, Singular Value Decomposition for Dimensionality Reduction in Unsupervised Text Learning Problems. Proceeding of the International Conference on Education Technology and Computer, June 22-24, 2010, Shanghai, China, (indexed by SCOPUS).

  • 2009

  • Taufik Fuadi Abidin, William Perrizo, Enhanced SMART-TV: A Classifier with Vertical Data Structure and Dimensional Projections Pruning. Internetworking Indonesia Journal, Special Issue on Data Mining, vol. 1(2), December 2009, ISSN: 1942-9703, (indexed by SCOPUS).
  • Munzir Umran, Taufik Fuadi Abidin, Pengelompokan Dokumen Menggunakan K-Means dan Singular Value Decomposition: Studi Kasus Menggunakan Data Blog. Prosiding Seminar Sistem Informasi Indonesia 2009 (Sesindo 2009), 12 Desember 2009, Surabaya, Indonesia.
  • Taufik Fuadi Abidin, Rasudin Abubakar, Alim Misbullah, Jufri Wahyudi, Discovering Relationship of Single Word Entities from Weblogs. Proceeding of the 5th International Conference on Mathematics, Statistics and Their Applications, 9-11 June, 2009, Bukit Tinggi, West Sumatra, Indonesia.

  • 2006

  • Taufik Abidin, Amal Perera, Masum Serazi, William Perrizo, A Vertical Approach to Computing Set Squared Distance. International Journal of Computers and their Applications (IJCA), vol. 13(2), June 2006.
  • Taufik Abidin, William Perrizo, SMART-TV: A Fast and Scalable Nearest Neighbor Based Classifier for Data Mining. Proceeding of the 21st ACM Symposium on Applied Computing (Data Mining Track, SAC-06), April 23-27, 2006, Dijon, France.
  • Taufik Abidin, Aijuan Dong, Hong Li, William Perrizo, Efficient Image Classification on Vertically Decomposed Data, Atlanta, Georgia, April 8, 2006.
  • Taufik Abidin, William Perrizo, An Alternative Arrangement of Symmetric Datasets for Vertical Clustering Algorithms. Proceeding of the 21st ISCA International Conference on Computers and Their Applications (CATA-06), Seattle, Washington, March 23-25, 2006.
  • Rana Syamala, Taufik Abidin, William Perrizo, Clustering Microarray Data Based on Density and Shared Nearest Neighbor Measure. Proceeding of the 21st ISCA International Conference on Computers and Their Applications (CATA-06), Seattle, Washington, March 23-25, 2006.

  • 2005

  • Amal Perera, Taufik Abidin, Masum Serazi, William Perrizo, Vertical Set Squared Distance Based Clustering without Prior Knowledge of K. Proceeding of the 14th International Conference on Intelligent and Adaptive Systems and Software Engineering (IASSE-05), July 20-22, 2005, Toronto, Canada, pp. 72-77.
  • Masum Serazi, Amal Perera, Taufik Abidin, William Perrizo, An API For Transparent Distributed Vertical Data Mining. Proceeding of the 14th International Conference on Intelligent and Adaptive Systems and Software Engineering (IASSE-05), July 20-22, 2005, Toronto, Canada, pp. 151-156.
  • Taufik Abidin, Amal Perera, Masum Serazi, William Perrizo, Vertical Set Squared Distance: A Fast and Scalable Technique to Compute Total Variation in Large Datasets. Proceeding of the 20th ISCA International Conference on Computers and Their Applications (CATA-05), pp. 60-65, March 16-18, 2005, New Orleans, Louisiana, pp. 60-65.
  • Book Chapter 3 Book Chapter 2 Book Chapter 1st Edition
  • William Perrizo, Qin Ding, Qiang Ding, Taufik Abidin, Vertical Data Mining. A Chapter in Encyclopedia of Data Warehousing and Mining, John Wang (editor), Idea Group Reference, Pennsylvania, 2005, ISBN 1-59140-557-2.
  • William Perrizo, Qin Ding, Qiang Ding, Taufik Abidin, Vertical Data Mining on Very Large Data Sets . A Chapter in Encyclopedia of Data Warehousing and Mining, John Wang (editor), 2nd Edition, IGI Global, New York, 2008, ISBN 978-1-60566-010-3 (hardcover), 978-1-60566-011-0 (ebook).
  • William Perrizo, Qin Ding, Masum Serazi, Taufik Abidin, Baoying Wang, Vertical Database Design for Scalable Data Mining. A Chapter in Encyclopedia of Database Technologies and Applications, Laura C. Rivero (editor), Idea Group Reference, Pennsylvania, 2005.
  • Book Chapter 4
  • William Perrizo, Qin Ding, Masum Serazi, Taufik Abidin, Baoying Wang, Vertical Database Design for Scalable Data Mining. A Chapter in Data Warehousing and Mining: Concepts, Methodologies, Tools, and Applications (6 Volumes), John Wang (editor), IGI Global, New York, 2008, ISBN 978-1-59904-951-9.
  • 2004, Rathge, Richard, Taufik Abidin, Ramona Danielson, Sarah Jenson, Jordyn Nikle, Karen Olson, Analysis and Dissemination of Demographic Data for North Dakota. [Download].

    ND Final Report

top Patents

  • Nov 16, 2010, US Patent Number 7,836,090 B2, (Method and System for Data Mining of Very Large Spatial Datasets using Vertical Set Inner Products).

top Professional Associations

  • Member of APTIKOM (The Association of Indonesian Higher Educations in Informatics and Computer)
  • Member of IAENG (The International Association of Engineers and Computer Scientist)

top Awards and Academic Distinctions

  • 2005, North Dakota EPSCoR (Experimental Program to Stimulate Competitive Research) Doctoral Dissertation Award, NDSU and National Science Foundation (NSF), USA.
  • 2000, Comm. Tech. Communications Industry Price (Computing) for academic excellent, given by RMIT University, Melbourne, Australia.
  • 1993, Graduated Cum Laude, given by Sepuluh Nopember Institute of Technology, Surabaya, Indonesia.

top Miscellaneous