M. Rahmat Widyanto, Dr.Eng.

 

Research Coordinator & Head of Graduate (M.Sc. & Ph.D.)

Program on Computer Science

Faculty of Computer Science University of Indonesia

 

General Secretary of Indonesian Association of Soft Computing (SC-INA)

 

Peneliti Terbaik Muda Universitas Indonesia 2008

(The University of Indonesia Best Young Scientist 2008)

SHORT BIOGRAPHY

Muhammad Rahmat Widyanto received the B.Sc. degree (with cum laude honors) in Computer Science from the University of Indonesia, Depok Campus, Depok, Indonesia in 1998, the M.Eng. degree (with gold medal distinction) and the Dr.Eng. degree (with first class honors) in Computational Intelligence from the Tokyo Institute of Technology, Suzukakedai Campus, Yokohama, Japan in 2003 and 2006, respectively.

Dr. Widyanto is currently a Lecturer in the Faculty of Computer Science, University of Indonesia. He is the Head of Graduate Program on Computer Science, University of Indonesia. His research interests include multimedia understanding & analysis, fuzzy theory, soft computing, and machine learning.

Dr. Widyanto is a member of IEEE Computational Intelligence Society, Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT), and International Fuzzy Systems Association (IFSA). He was the Organizing Committee Chair of the National Conference on Computer Science & Information Technology (NACSIT) 2007. Currently, he is General Secretary Indonesian Society for Soft Computing (SC-INA). He has received a number of awards including the International Conference on Soft Computing & Intelligent Systems 2002 (SCIS`02) Excellent Presentation Award and the International Symposium on Advanced Intelligent Systems 2005 (ISIS`05) Outstanding Paper Award. He has been a reviewer for many international journals, e.g., IEEE Trans. on Systems, Man, and Cybernetics, IEEE Trans. on Industrial Electronics, Elsevier Applied Soft Computing, Elsevier Fuzzy Sets & Systems, etc.

PERSONAL DATA

Name                                       Muhammad Rahmat Widyanto

Sex                                          Male

Place and date of birth              Jakarta, 26 November 1975

Nationality                                Indonesian

Marital status                            Married with 1 child

Office address                          Faculty of Computer Science, University of Indonesia

                                                Depok Campus, Depok 16424, Indonesia

                                                Tel.:      +62-21-786-3419       Fax:      +62-21-786-3415

E-mail address                          widyanto@cs.ui.ac.id

Home address                          Komplek Deptan Atsiri Permai,

                                                Jl. Gandaria Raya No. 25, Citayam, Depok, Indonesia

                                                Tel.:      +62-21-8798-3222

Civil Servant ID (NIP)  132 233 204/ Lektor IIIb

LANGUAGE PROFICIENCY         

Bahasa Indonesia/Melayu         Mother tongue

Japanese                                  Excellent (JLPT Level 2)

English                          Excellent (TOEFL Score: 600, IELTS Score: 7.5)

CURRENT APPOINTMENT

·          Head of Graduate Study (Master & Ph.D.) Program on Computer Science, University of Indonesia, Jakarta

·          Research Coordinator, Faculty of Computer Science, University of Indonesia, Jakarta

·          General Secretary, Indonesian Association on Soft Computing (SC-INA)

·          Lecturer, Faculty of Computer Science, University of Indonesia, Jakarta

LECTURES TAUGHT

·          Intelligent Systems

·          Machine Learning

·          Soft Computing

FORMAL EDUCATION

2006                Doctor of Engineering (first class) in Computational Intelligence

Department of Computational Intelligence & Systems Science,

Interdisciplinary Graduate School of Sciences & Engineering,

Tokyo Institute of Technology, Japan

·        Graduated with first class honors

·        GPA: 4.0/4.0

·        The best graduate among the class (about 15 students)

 

2003                Master of Engineering (gold medal) in Computational Intelligence

Department of Computational Intelligence & Systems Science,

Interdisciplinary Graduate School of Sciences & Engineering,

Tokyo Institute of Technology, Japan

·        Graduated with gold medal distinction

·        GPA: 3.94/4.0

·        The best graduate among the class (about 75 students)

 

1998                                Bachelor of Science (cum laude) in Computer Science

Faculty of Computer Science,

University of Indonesia, Indonesia

·        Graduated with cum laude honors

·        GPA: 3.67/4.0

·        The best graduate among the class (about 35 students)

 

 

 

EDUCATION FUNDS AWARDED

2004                                COE Research Associate Fellowships

Japan Society for the Promotion of Science (JSPS)

Center of Excellence (COE) Agent Based Social Systems Science

 

2003                MEXT Scholarships for Doctor Study

Japan Ministry of Education, Sports, Science, and Technology (MEXT)

 

2001                MEXT Scholarships for Master Study

Japan Ministry of Education, Sports, Science, and Technology (MEXT)

 

2000                MEXT Scholarships for Japanese Language Study

Japan Ministry of Education, Sports, Science, and Technology (MEXT)

 

1999                                University of Cambridge Fellowships

Board of Graduate Studies, University of Cambridge, United Kingdom

                        (Canceled due to the acceptance in Tokyo Institute of Technology)

AWARDS & ACHIEVEMENTS

2008                The University of Indonesia Best Young Scientist Award

University of Indonesia, Jakarta

 

2007                Marquis Who’sWho Outstanding Research Achievement Award

Marquis Who’sWho Publication, New Providence, USA

 

2007                University of Indonesia Research Achievement Award

University of Indonesia, Jakarta

 

2005                Outstanding Paper Award

The 6th International Symposium on Advanced Intelligent Systems 2005 (ISIS`05), Yeosu, South Korea

 

2004                IEEE Tokyo Tech Student Paper Contest Finalist

IEEE Tokyo Section, Tokyo Institute of Technology (Tokyo Tech) Student Chapter, Tokyo, Japan

 

2003                          Gold Medal, The Best Master Thesis Presentation Award

Department of Computational Intelligence & Systems Science,

Tokyo Institute of Technology, Japan

 

2002                                Excellent Presentation Award

The 1st International Conference on Soft Computing and Intelligent Systems 2002 (SCIS`02), Tsukuba, Japan

 

1998                                University of Indonesia Rector Award

For Cum Laude Graduates, University of Indonesia, Jakarta

RESEARCH INTERESTS

Development of Systems for Multimedia Data Analysis and Understanding Using Soft Computing and Machine Learning Methods

RESEARCH FIELDS

Multimedia Understanding, Fuzzy Systems, Sot Computing, Machine Learning, Decision Making, etc.

RESEARCH GRANT AWARDED

Year(s)       Title/Topics                                 Funding Agencies

2008-present

Dental Treatment Support Software by Dental Arch Classification

Indonesia Ministry of Education

2008-present

Development of DNA Fuzzy Database System for Human Identification

University of Indonesia

2008-present

Development of Particle Filer Algorithm for Crime Early Warning System

University of Indonesia

2007-2008

Intelligent Software for Crime Identification Using Fuzzy Similarity Measure

University of Indonesia

2007-2008

Intelligent Content Based Image Retrieval Employing Sensitivity Expression Using Fuzzy Theory

Indonesia Ministry of Research & Technology

2004-2006

Decision Neural Networks for Preference Modeling in GA-based Restaurant Scheduling System

Japan Society for the Promotion of Science (JSPS)

RESEARCH EXPERIENCES

2008-present    Principal Investigator, Research project: Dental Treatment Support Software by Dental Arch Classification, Faculty of Computer Science, University of Indonesia funded by Indonesia Ministry of Education through Competitive Research Grant.

 

2008-present    Co-Principal Investigator, Research project: Development of DNA Fuzzy Database System for Human Identification, Faculty of Computer Science, University of Indonesia funded by University of Indonesia through Multidisciplinary Research Grant.

 

2008-present    Principal Investigator, Research project: Development of Particle Filer Algorithm for Crime Early Warning System, Faculty of Computer Science, University of Indonesia funded by University of Indonesia through Graduate Research Grant.

 

2007-present    Team Member, Research project: Intelligent Text Mining for Prediction of Disease Distribution, funded by Indonesia Agency for Assesment and Application of Technology.

 

2007-2008       Principal Investigator, Research project: Intelligent Software for Crime Identification Using Fuzzy Similarity Measure, Faculty of Computer Science, University of Indonesia funded by University of Indonesia through Competitive Research Grant.

 

2007-2008       Principal Investigator, Research project: Intelligent Content Based Image Retrieval Employing Sensitivity Expression Using Fuzzy Theory, Faculty of Computer Science, University of Indonesia funded by Ministry of Research & Technology, Republic of Indonesia through Incentive Research Grant.

 

2005-2006       Team Member, Research project: Improvement of Odor Recognition System Using Computational Intelligence Methods, Faculty of Computer Science, University of Indonesia funded by Ministry of Education, Republic of Indonesia through Graduate Program Research Grant.

 

2005-2006       Team Member, Research project: 3D Face Recognition System using 3D-AFR Cylindrical Neural Networks, International Collaboration Research between Faculty of Computer Science, University of Indonesia and Department of Computational Intelligence & Systems Science, Tokyo Institute of Technology, funded by Indonesia Ministry of Research and Technology through RUTI Fund.

 

2004-2006             Research Associate, Research project: Agent Based Social Systems Sciences - Mathematical System of Decision Making, Department of Computational Intelligence & Systems Science, Tokyo Institute of Technology, funded by Japan Society for Promotion of Science (JSPS) through Center of Excellent (COE) Fund.

 

2001-2003             Research Assistant, Research project: Soft Computing Technologies for Agricultural Industry, Department of Computational Intelligence & Systems Science, Tokyo Institute of Technology, funded by Japan Ministry of Agriculture.

1998-2000             Research Assistant, Research project: Autonomous Mobile Robot for Odor Detection, Faculty of Computer Science, University of Indonesia, funded by Indonesia Ministry of Research and Technology through RUT 3 Fund.

 

1997-1998       Research Assistant, Research project: Integration Facility for Structured and Unstructured Information, Faculty of Computer Science, University of Indonesia, funded by Indonesia Ministry of Research and Technology through RUT 1 Fund.

KEYNOTE SPEAKER

1.        M. R. Widyanto, M. Watanabe, K. Kawamoto, B. Kusumoputro, and K. Hirota, Agent-based Decision Maker Preference Modeling using SONIA-DNN for Restaurant Work Assignment and Scheduling Problem, International Workshop on Agent-based Approaches in Economics and Social Complex Systems, Tokyo, Japan, 2005.

2.        M. R. Widyanto and B.Kusumoputro, Dealing with Uncertainty of Frequency Measurement of Odor Sensor using Fuzzy Theory, Seminar Nasional Teknologi Informasi, Tarumanagara University, Jakarta, September 2006.

PATENTS & COPYRIGHTS

1.      M. R. Widyanto, M.S. Anggreaeny, Sistem Perolehan Citra Lukisan Dengan Logika Fuzzy Engine, Indonesia Ministry of Justice Registration Number: C00200800632.

2.      M. R. Widyanto, I. Alfina, Reoresentasi pada Content Based Imager Retrieval Berbasis Teori Fuzzy, Indonesia Ministry of Justice Registration Number: C00200800631.

3.      M. R. Widyanto, Y. Herdiyeni, Sistem Pendeteksi Semantik Fragmen Citra, Indonesia Ministry of Justice Registration Number: C00200800628.

4.      M. R. Widyanto, N.E. Diana, Sistem Perolehan Citra Wajah Elektronis, Indonesia Ministry of Justice Registration Number: C00200800627.

5.      M. R. Widyanto, T. Maftukhah, Umpan Balik Relevan Untuk Sistem Perolehan Citra Berbasis Isi, Indonesia Ministry of Justice Registration Number: C00200800626.

6.      M. R. Widyanto, B. Pramono, Sistem Perolehan Citra dengan Kueri Bentuk, Indonesia Ministry of Justice Registration Number: C00200800630.

7.      M. R. Widyanto, B. Solihah, Sistem Pengenalan Wajah Berdasarkan Kueri Bentuk Wajah, Indonesia Ministry of Justice Registration Number: C00200800625.

8.      M. R. Widyanto, D. Cahyadi, Sistem Identifikasi Wajah Berdasarkan Ciri Mata Wajah, Indonesia Ministry of Justice Registration Number: C00200800629.

9.      M. R. Widyanto, S. Puspasari, Sistem Identifikasi Wajah Berdasarkan Bibir, Indonesia Ministry of Justice Registration Number: C00200800624.

INTERNATIONAL JOURNAL PAPERS

1.        M. R. Widyanto, H. Nobuhara, K. Kawamoto, K. Hirota, and B. Kusumoputro, “Improving Recognition and Generalization Capability of Back-Propagation NN using a Self-Organized Network inspired by Immune Algorithm”, Applied Soft Computing Journal, Elsevier Science Pub., Vol. 6, No. 1, 2005.

2.        M. R. Widyanto, K. Kawamoto, B. Kusumoputro, and K. Hirota, “SONIA based Decision Neural Networks for Preference Assessment with Incomplete Comparisons”, International Journal of Advanced Computational Intelligence & Intelligent Informatics, Vol. 9, No. 6, 2005.

3.        M. R. Widyanto, K. Kawamoto, B. Kusumoputro, and K. Hirota, “Class Majority in Designing Fuzzy Local Approximation NN for Overlapping Data in Pattern Classification”, International Journal of Fuzzy Systems, Vol. 7, No. 1, 2005.

4.        M. R. Widyanto, B. Kusumoputro, H. Nobuhara, K. Kawamoto, and K. Hirota, “A Fuzzy Similarity based Self-Organized Network Inspired by Immune Algorithm for Three Mixture Fragrances Recognition”, IEEE Transactions on Industrial Electronics, Vol.53, No.1, 2006.

5.        M. R. Widyanto, M. B. Utomo, K. Kawamoto, B. Kusumoputro, and K. Hirota, “Local Gas Holdup Measurement using SONIA-Ultrasonic Noninvasive Method”, Sensors & Actuator – Part A: Physical, Elsevier Science Pub., Vol. 126, No. 2, 2006 .

6.        M. R. Widyanto, B. Kusumoputro, and K. Hirota, “Unknown Odor Recognition using Euclidean Fuzzy Similarity-based Self-Organized Network Inspired by Immune Algorithm”, Neural Computing and Applications, Springer-Verlag Pub., (to appear in 2008 ).

7.        M.R. Widyanto, C. Fatichah, “K-Boosting for Human Object Identification”, Asian Journal of Information Technology, Medwell Publication,  (to appear in 2008 ).

INTERNATIONAL CONFERENCE PAPERS

1.        B. Kusumoputro, M. R. Widyanto, M.. I. Fanany, and H. Budiarto, “Improvement of Artificial Odor Discrimination System using Fuzzy-LVQ Neural Network”, in the proceedings of the 3rd International Conference on Computational Intelligence and Multimedia Applications (ICCIMA`99), New Delhi, India, IEEE Press, pp. 474-478, September 1999.

2.        M. R. Widyanto, Megawati, K. Kawamoto, and K. Hirota, “Clustering Analysis using a Self-Organized Network Inspired by Immune Algorithm”, in the proceedings of the IASTED International Conference on Artificial and Computational Intelligence (ACI`02), Tokyo, Japan, ACTA Press, pp. 197-202, August 2002.

3.        M. R. Widyanto, Megawati, Y. Takama, and K. Hirota, “A Time-temperature-based Food Quality Prediction using a Self-Organized Network Inspired by Immune Algorithm”, in the proceedings of the 1st International Conference on Soft Computing and Intelligent Systems (SCIS`02), Tsukuba, Japan, CD proceedings, Paper ID: 23Q4-5, October 2002.

4.        M. R. Widyanto, B. Kusumoputro, H. Nobuhara, K. Kawamoto, S. Yoshida, and K. Hirota, “Improvement of Three mixture Fragrances Recognition using Fuzzy Similarity based Self-Organized Network Inspired by Immune Algorithm”, in the proceedings of the 4th International Symposium on Advanced Intelligent Systems (ISIS`03), Jeju, Island, Korea, pp. 419-422, September 2003.

5.        M. R. Widyanto, K. Kawamoto, and K. Hirota, “Class Majority in Designing a Fuzzy Local Approximation NN”, in the proceedings of the 2nd International Conference on Soft Computing and Intelligent Systems (SCIS`04), Yokohama, Japan, CD proceedings, Paper ID: THP-6-2, September 2004.

6.        M. R. Widyanto, B. Kusumoputro, K. Kawamoto, and K. Hirota, “Analysis of Fuzzy Local Approximation NN on Uncertainty Decision of Frequency Measurements”, in the proceedings of the International Symposium on Computational Intelligence and Industrial Applications (ISCIIA`04), Hainan, China, CD Proceedings, Paper ID: TM1A-2, December 2004.

7.        M. R. Widyanto, M. Watanabe, K. Kawamoto, B. Kusumoputro, and K. Hirota, “Agent-based Decision Maker Preference Modeling Using SONIA-DNN for Restaurant Work Assignment and Scheduling Problem”, in the proceedings of the International Workshop on Agent-based Approaches in Economics and Social Complex Systems (AESCS`05) – COE ABSSS Session, Tokyo, Japan, pp. 91-100, July 2005.

8.        M. R. Widyanto, M. Watanabe, K. Kawamoto, B. Kusumoputro, and K. Hirota, “SONIA-based Decision Neural Network and Its Application to Restaurant Work Assignment”, in the proceedings of the 6th International Symposium on Advanced Intelligent Systems (ISIS`05), Yeosu, Korea, pp. 129-134, September 2005.

9.        M. R. Widyanto, B. Kusumoputro, M. S. Hannachi, K. Kawamoto, and K. Hirota, “Unknown Odor Category Classification using EF-SONIA”, in the　proceedings of the 2nd International Symposium on Computational Intelligence and Intelligence Informatics (ISCIII`05), Hammamet, Tunisia, CD proceedings, pp. 93-98, November 2005.

10.    M. R. Widyanto, M. B. Utomo, K. Kawamoto, B. Kusumoputro, and K. Hirota, “SONIA-Ultrasonic Technique for Gas Holdup Measurement of a Bubble Column”, in the proceedings of the 1st Daedeok International Conference on Human-Centered Advanced Technology (DIHCA`05), Daedeok Science Town, Korea, pp. 33-38, September 2005.

11.    I. Agustien, M. R. Widyanto, and B. Kusumoputro, “Predefined Random Line Feature Extraction for 3D Face Recognition”, in the proceedings of the 2nd International Seminar on Information and Communication Technology (ICTS), Surabaya, Indonesia, pp.226-232, August 2006.

12.    Y. Herdiyeni, M. R. Widyanto, and B. Kusumoputro, “Face Feature Line Selection for 3D Face Recognition”,  in the proceedings of the 2nd International Seminar on Information and Communication Technology (ICTS), Surabaya, Indonesia, pp.226-232, August 2006.

13.    T. Maftukhah, M. R. Widyanto, “Content-Based Image Retrieval Employing Relevance Feedback Mechanism” in the proceedings of the International Conference on Soft Computing, Intelligent System, and Information Technology (ICSIIT) 2007, Denpasar, Indonesia, August, 2007.

14.     I. Agustien, M. R. Widyanto, “Object Tracking in Image Sequence Using Particle Fileter” in the proceedings of the International Conference on Soft Computing, Intelligent System, and Information Technology (ICSIIT) 2007, Denpasar, Indonesia, August, 2007.

15.    C. Fatichah, M. R. Widyanto, ”Human Object Detection Using Support Vector Machine”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

16.    M. S. Anggreainy, M. R. Widyanto, ”Relevance Feedback for Content Based Image Retrieval Using Bayesian Inference”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

17.    N. E. Diana, M. R. Widyanto, ”Face Image Retrieval Based on Eigenface and Euclidean Similarity”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

18.    N. E. Diana, M. R. Widyanto, ”Facial Feature Extraction Using Modified Hough Transform”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

19.    A. Murdianto, M. R. Widyanto, ”Face Feature Extraction Using Gabor Wavelet”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

20.    I. Agustien, M. R. Widyanto, ”Performance Comparison of Kalman Filter and Particle Filter for Object Tracking in Image Sequence”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

21.    I. Agustien, M. R. Widyanto, ”Image Sequence Intepretation Using Particle Filter and Back-Propagation Neural Network”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

22.    T. Maftukhah, M. R. Widyanto, ”Query Vector Modification Method for Landscape Image Retrieval”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

23.    M. H. Ma’ruf, M. R. Widyanto, ”Facial Point Extraction Using Partial Least Square Regression”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

24.    S. Puspasari, M. R. Widyanto, ”Dental Arch Form Template Extraction Using Quadratic Regression”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

25.    S. Puspasari, M. R. Widyanto, ”Active Learning for Predicting Dental Arch Form by Hybrid K-Nearest Neighbor and Quadratic Regression”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

26.    B. Irawan, M. R. Widyanto, ”Color Restoration Algorithm in Low Luminance Conditions Using Fuzzy Logic”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

27.    M. A. Anggreainy, M. R. Widyanto, ”Image Retrieval with Color Spatial Information based on Fuzzy Theory”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

28.    H. Hartono, M. R. Widyanto, ”Fuzzy Traffic Light Control System Based on Vehicle Density and Busway Arrival”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

29.    B. Solihah, M. R. Widyanto, ”Fourier Descriptor-Based Face Shape Similarity Using Fuzzy Theory”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

30.    T. Maftukhah, M. R. Widyanto, ”Content Based Image Retrieval Employing Sensation Expression Using Fuzzy Similarity Measure”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

31.    C. Fatichah, M. R. Widyanto, ”Active Learning Support Vector Machine for Reducing Support Vectors”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

32.    B. Irawan, M. R. Widyanto, ”Color Restoration Algorithm in Low Luminance Condition Using Neural Network”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

33.    H. Hartono, M. R. Widyanto, ”Angle Decrement Based Gaussian Kernel Width Generator for Support Vector Clustering”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

34.    B. Solihah, M. R. Widyanto, ”Fourier Descriptor-Based Face Shape Classification Using Multi Class Support Vector Machine”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

35.    E. P. Giri, M. R. Widyanto, ”Adaptive Detection For Frequency Existences of Ellipsoidal Shape Using SVM & CA”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

36.    Y. Herdiyeni, M. R. Widyanto, ”Semantically Equivalent Object Extraction”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

37.    Y. Herdiyeni, M. R. Widyanto, ”Context Fragment Extraction Using Associaton Rules”, in the proceedings of International Conference on Instrumentation, Communication, and Information Technology (ICICI) 2007, Bandung, Indonesia, August, 2007.

DOMESTIC JOURNAL PAPERS

1.        M. R. Widyanto, B. Kusumoputro, and K. Hirota, “Clustering Analysis using Self-Organized Network Inspired by Immune Algorithm“, Jurnal Ilmu Komputer dan Teknologi Informasi, Vol. 3, No. 2, 2003.

2.        M. R. Widyanto and Kaoru Hirota, “Improvement of Three Mixture Fragrance Recognition Using Fuzzy Similarity Based Self-Organized Network Inspired by Immune Algorithm”, Jurnal Ilmu Komputer dan Teknologi Informasi, Vol. 3, No. 2, 2003.

3.        M. R. Widyanto and B. Kusumoputro, “Decision Maker Preference Modeling for Restaurant Work Assignment Problem”, Jurnal Ilmu Komputer dan Teknologi Informasi, Vol.3, No.2, 2003.

4.        M. R. Widyanto, B. Kusumoputro, and K. Hirota, “Food Quality Prediction Using Neural Networks and Time-Temperature Data”, Jurnal Ilmu Komputer dan Teknologi Informasi, Vol. 4, No. 2, 2003.

5.        M. R. Widyanto, M.B. Utomo, and B. Kusumoputro, “Gas Holdup Measurement Using Neural Networks,” Jurnal Ilmu Komputer dan Teknologi Informasi, Vol. 5, No.2, 2005.

6.        I. Agustien, M. R. Widyanto, and B. Kusumoputro, “Pengenalan Wajah 3D dengan Template Fitur Garis Acak”, Jurnal Ilmu Komputer dan Teknologi Informasi, Vol.5, No.2, 2005.

7.        P. Mursanto, B.A.A. Nazief, M. R. Widyanto, “Studi Perbandingan Arsitektur dan Kinerja Pengali Serial Berbasis Polynomial dan Dual Dalam Galois Field Menggunakan VHDL”, Jurnal Ilmu Komputer dan Teknologi Informasi, Vol.6, No.2, 2006.

8.        Annisa, and M. R. Widyanto, “Analisa Perbandingan Algoritma Klasifikasi Berbasis Neural Networks dan Association Rule”, Jurnal Ilmu Komputer dan Teknologi Informasi, Vol.6, No.2, 2006.

9.        M. R. Widyanto, S. Puspasari, “Perangkat Lunak untuk Analisa Bentuk Lengkung Gigi dengan Jaringan Saraf Tiruan” Jurnal Teknologi Informasi Universitas Kristen Petra (Terakreditasi oleh DIKTI), (submitted).

10.    M. R. Widyanto, C. Fatichah, “Perangkat Lunak untuk Analisa Bentuk Lengkung Gigi dengan Jaringan Saraf Tiruan” Jurnal Teknologi Informasi Universitas Kristen Petra (Terakreditasi oleh DIKTI), (submitted).

11.    M. R. Widyanto, B. Irawan, “Algoritma Restorasi Warna pada Kondisi Minim Pencahayaan dengan Jaringan Saraf Tiruan & Logika Fuzzy, Indonesian Journal of Physics (Terakreditasi oleh DIKTI), (submitted).

DOMESTIC CONFERENCE PAPERS

1.        M. R. Widyanto, and B. Kusumoputro, “Unlearned Odor Category Recognition using an Adaptive Clustering Method (in Bahasa Indonesia) “, In the proceedings of  the 1st National Conference on Computational Intelligence, Jakarta, Indonesia, pp. 31-34, 1999.

2.        B. Kusumoputro, E. Philiphus, and M. R. Widyanto,  “Hand-writing Character Recognition Using Fuzzy Logic and Artificial Neural Networks (in Bahasa Indonesia) “, In the proceedings of  the National Conference on Intelligent Technology and Applications, Surabaya, Indonesia, 2000.

3.        M. R. Widyanto, Megawati, Y. Takama and K. Hirota, “Quality Prediction of Food Product Based on Time-Temperature Data Using SONIA Neural Network“, Research Report of Japan Ministry of Agriculture, Japan, 2002.

4.        M. R. Widyanto, K. Kawamoto, and K. Hirota, “Dealing with Incomplete Comparisons using SONIA-based Decision Neural Network”, in the proceedings of the 35-th Symposium on System Engineering, Yokohama, Japan, pp.63-66, February 2005.

5.        M. R. Widyanto, M. Watanabe, K. Kawamoto, B. Kusumoputro, and K. Hirota, “Restaurant Work Assignment Modeling using SONIA-DNN”, in the proceedings of the 2nd Tokyo Tech COE RA Forum, Tokyo, Japan, pp. 1-7, September 2005.

6.        M. R. Widyanto, M. Watanabe, K. Kawamoto, and K. Hirota, “Decision Maker Preference Modeling using SONIA-DNN and Its Application to Work Assignment Problem, in the proceedings of the 21-th Fuzzy System Symposium (FSS`05), Tokyo, Japan, CD proceedings, Paper ID: 9B3-2, September 2005.

7.        C. Fatichah and M. R. Widyanto, “Binary Tree-Based Image Representation  Using Backpropagation Through Structure Algorithm (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

8.         T. Maftukhah and M. R. Widyanto, “Q-Learning Algorithm-Based Agent Learning for Evacuation Path Selection (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

9.         M. R Widyanto and Nova Eka Diana, “Development of Fuzzy Theory-Based Image Retrieval System Employing Color Spatial Properties (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

10.    Y. Herdiyeni and M. R. Widyanto, “Fuzzy Inference System-Based Image Retrieval System Employing Color Similarity Measure in RGB Space (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

11.    B. Solihah and M. R. Widyanto, “NN and GA Based Hybrid Method for Gen Connectivity Model Reconstruction (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

12.    E. M. Imah and M. R. Widyanto, “Fuzzy Clustering for Brain Tissues Separation in Magnetic Resonance Image (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

13.    Annisa and M. R. Widyanto, “Performance Comparison Between Artificial Neural Networks and ARM Classification Algorithm (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

14.    I. Alfina and M. R. Widyanto, “Image Retrieval System for Sensation Using Fuzzy Theory (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

15.    S. Puspasari and M. R. Widyanto, “Orthodontic Support Software Based on Artificial Neural Networks (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

16.    M. R. Widyanto and P. E. Kresnha, “Indonesia Local Mango Classification Using Fuzzy Logic (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

17.    J. Andria, D. I. Sensuse, and M. R. Widyanto, “E-mail Filtering Technique Based on Backpropagation Neural Networks  (in Bahasa Indonesia)”, National Conference on Computer Science & Information Technology (NACSIT 2007), Depok, Indonesia, January 2007.

18.    M. R. Widyanto and C. Fatichah, “Active Learning Support Vector untuk Reduksi Jumlah Support Vector”, Seminar Nasional Riset Teknologi Informasi, Yogyakarta, Indonesia, July 2007.

19.    M. R. Widyanto and C. Fatichah, “Deteksi Obyek Manusia Menggunakan Support Vector Machine”, Seminar Nasional Riset Teknologi Informasi, Yogyakarta, Indonesia, July 2007.

20.    B. Solihah, M. R. Widyanto, “Kemiripan Bentuk Wajah Dalam Representasi Fourier Descriptor Menggunakan Teori Fuzzy”, Seminar Nasional Ekonomi Manajemen dan Teknologi Informasi Komunikasi (Semantik), Bandar Lampung, July 2007.

21.    B. Solihah, M. R. Widyanto, “Klasifikasi Bentuk Wajah Dalam Representasi Fourier Descriptor”, Seminar Nasional Ekonomi Manajemen dan Teknologi Informasi Komunikasi (Semantik), Bandar Lampung, July 2007.

22.    R. Efendi, M. R. Widyanto, “Pembelajaran Algoritma Semut untuk Mencari Jalur Minimum”, Seminar Nasional Teknologi Informasi (SNTI), Jakarta, November 2007.

23.    I. B. M. Mahendra, M. R. Widyanto, “Desain Sistem Rekomendasi pada E-Learning Berbasis Reinforcement Learning”, Seminar Nasional Teknologi Informasi (SNTI), Jakarta, November 2007.

24.    N. K. D. A. Jayanti, M. R. Widyanto, “Perbandingan Kinerja Support Vector Machine dan Transductive Support Vector Machine Seminar Nasional Teknologi Informasi (SNTI), Jakarta, November 2007.

25.    W. Pribadi, M. R. Widyanto, “Support Vector Machine Multi Kelas Berbasis Kernel Stump dan Perceptron Seminar Nasional Teknologi Informasi (SNTI), Jakarta, November 2007.

26.    A Fiade, M. R. Widyanto, “Analisa Pendekatan Klasifikasi Internet Traffic MengguakanMachine Learning Seminar Nasional Teknologi Informasi (SNTI), Jakarta, November 2007.

REVIEWER OF THE FOLLOWING INTERNATIONAL JOURNALS

·          IEEE Transactions on Systems, Man, and Cybernetics – Part B

·          IEEE Transactions on Industrial Electronics

·          Journal of Fuzzy Sets & Systems, Elsevier Science Pub.

·          Applied Soft Computing Journal, Elsevier Science Pub.

·          International Journal on Fuzzy Systems

·          ISA Transactions

EDITORIAL BOARD MEMBER OF THE FOLLOWING JOURNALS

·          Jurnal Ilmu Komputer dan Informasi, Faculty of Computer Science, University of Indonesia

·          Jurnal Sistem Informasi, Faculty of Computer Science, University of Indonesia

·          Jurnal Teknologi Informasi, Trisakti University, Indonesia

·          Jurnal Teknologi Informasi, Sepuluh Nopember Institute of Technology, Indonesia

·          Jurnal Teknologi Informasi, Tarmanegera University, Indonesia

·          Jurnal Makara Seri Teknologi, University of Indonesia

SCIENTIFIC SOCIETY

·          Member, Institute of Electronics and Electrical Engineers (IEEE)

·          Member, Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT)

·          Member, International Fuzzy Systems Associations (IFSA)

·          General Secretary, Indonesia Society for Soft Computing (SC-INA)

PROFESSIONAL & CONSULTING SERVICES

Years             Position as         Title of Project                                   Funding Agency

2007

IT Consultant

Development of Executive Information System, University of Indonesia

Ministry of Education through IMHERE Project

1998-1999

Project Leader

Development of Online Environmental Database Systems

BAPEDAL

1998-1999

Team Member

Development of Real Time Transaction of Industrial Database System

Ministry of Finance

ACADEMIC APPOINTMENT

Year                  Position                             Institution                                    Country

2004-2006

Research Associate

Japan Society for the Promotion of Science (JSPS)

Japan

2003-2006

Teaching Assistant

Department of Computational Intelligence, Tokyo Institute of Technology

Japan

2001-2003

Research Assistant

Department of Computational Intelligence, Tokyo Institute of Technology

Japan

1998-present

Lecturer

Faculty of Computer Science, University of Indonesia

Indonesia

1997-1998

Research Assistant

Faculty of Computer Science, University of Indonesia

Indonesia

1994-1997

Teaching Assistant

Faculty of Computer Science, University of Indonesia

Indonesia

ADMINISTRATIVE APPOINTMENT

Year                  Position                             Institution                                     Country

2006-present

Research Coordinator

Faculty of Computer Science, University of Indonesia

Indonesia

2006-present

Head of Graduate Studies (Master & Ph.D.)

Faculty of Computer Science, University of Indonesia

Indonesia

1998-2000

Research Secretary

Faculty of Computer Science, University of Indonesia

Indonesia

PROFESSIONAL APPOINTMENT

Year                  Position                             Event                                           Country

2007

Program Committee

Seminar Nasional Ekonomi Manajemen dan Teknologi Informasi Komunikasi (Semantik), Bandar Lampung

Indonesia

2007

General Secretary

Indonesian Society for Soft Computing

Indonesia

2007

Program Commitee

Regional Seminar on Industrial Electronics, Sepuluh Nopember Institute of Technology, Surabaya, Indonesia

Indonesia

2007

Organizing Committee Chair

National Conference on Computer Science & Information Technology

Indonesia

2007

Program Committee

National Conference on Computer Science & Information Technology

Indonesia

1999

Organizing Committee Co-Chair

National Conference on Computational Intelligence

Indonesia

CURRENT SUPERVISED DOCTOR STUDENT

1.        Yeni Herdiyeni, S.Kom., M.Kom.

       Dissertation thesis topic: Semantic Image Similarity Model

2.        Indah Agustien, S.T., M.Kom.

Dissertation thesis topic: Blind Navigation System Using Fuzzy Measure Theory

3.        Tatik Maftukhah, S.T., M.T.

Dissertation thesis topic: Fuzzy Relevant Feedback Mechanism in Image Retrieval

CURRENT SUPERVISED MASTER STUDENT

1.        Binti Solihah, S.Si.

Master thesis topic: Face Features-Based Criminals Retrieval System Using Fuzzy Theory

2.        Sukmawati Nur Endah, S.Si.

Master thesis topic: Human Movement Intepretation Using Fuzzy Inference System

3.        Meira Parma Dewi, S.Si.

Master thesis topic: DNA Fuzzy Database using Fuzzy Inference System

4.        Dewi Yanti Liliana, S.Si.

Master thesis topic: Face Detection Using Particle Swarm Optimization

5.        Ferdi Ferandi, S.Si.

Master thesis topic: Face Detection Using Modified K-Boosting Algorithm

6.        Dwina Kuswardhani, S.Si.

Master thesis topic: Hair Retrieval System Using Gabor Transformation

CURRENT SUPERVISED BACHELOR STUDENT

1.        Martin Leonar Tangel.

Bahelor thesis topic: Human Counter Using Fuzzy Measure Theory

2.        Muhammad Mulki.

Bahelor thesis topic: Human Surveillance System Using Fuzzy Inference System

3.        Vera.

Bahelor thesis topic: Facial Recognition System Using Voting Method

4.        Farania Rangkuti.

Bahelor thesis topic: Facial Recognition System Using Sparse Matrix Algorithm

5.        Muhammad Azani.

Bahelor thesis topic: Dental Recognition System Using Quadratic Regression

6.        Muhammad Faizal.

Bahelor thesis topic: Eyebrow Retrieval System Using Fuzzy Clustering

7.        Ikhsan Putra.

Bahelor thesis topic: Cattle Detection System Using Boosting Method

PAST SUPERVISED MASTER STUDENT

1.        Ika Alfina, S.Kom., M.Kom.

Master thesis title: Image Retrieval System Employing Fuzzy Sensitivity Expression. Graduated in January 2007.

2.        Chastine Fatichah, S.Kom.

Master thesis topic: Human Object Detection Using Support Vector Machine. Graduated in January 2008.

3.        Shinta Puspasari, S.Kom.

Master thesis topic: Mouth Features Extraction for Criminals Retrieval System Using Fuzzy Theory. Graduated in January 2008.

4.        Maria Susan, S.Kom.

Master thesis topic: Fuzzy Approach for Color Spatial Image Retrieval System. Graduated in January 2008.

PAST SUPERVISED BACHELOR STUDENT

1.      Johanes Andria, S.Kom.

Bachelor thesis title: E-mail Filtering Technique Using Backpropagation Neural Networks. Graduated in January 2007.

2.                      Nova Eka Diana

Bachelor thesis topic: Face Image Retrieval System. Graduated in August 2007.

3.                      Muhammad Hasrul

Bachelor thesis topic: Face Feature Extraction Using Partial Least Square Algorithm. Graduated in August 2007.

4.                      Arie Murdianto

Bachelor thesis topic: Face Detection Using Rotation Invariant Neural Networks. Graduated in August 2007.

5.                      Budi Irawan

Bachelor thesis topic: Image Restoration Algorithm Using Neural Networks. . Graduated in August 2007.

6.                      Bayu Pramono.

Bahelor thesis topic: Fuzzy Shape Similarity Employed Image Retrieval System. Graduated in January 2008.

7.                      Rahmatri Mardiko.

Bahelor thesis topic: Nose Feature on Face Identification System. Graduated in January 2008.

8.                      Daniel Cahyadi.

Bahelor thesis topic: Eye Feature on Face Identification System. Graduated in January 2008.

 

 

Outstanding Paper Award is given  to Dr. Widyanto from Prof. Yi-Gon Kim (Yeosu National University, General Chair of ISIS`05) in the 6th International Symposium on Advanced Intelligent Systems 2005 (ISIS`05), Yeosu, South Korea

 

 
 
 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 


Dr. Widyanto (red circled) received The University of Indonesia Best Young Scientist Award from the Rector in February 2008.