Research Interests:

• Intelligent Systems (Knowledge Based Syst., Reasoning Syst., Expert Systems, Fuzzy Systems., Pattern Recognition Syst., Vision Syst., Natural Language Processing)
• Decision Support Systems (DSS), Clinical DSS, GDSS
• Medical Computing
• Computational Intelligence(ANN, Fuzzy Logic, Genetic

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Reseaches

·      Neural Network, Statistic Modeling and Prediction of Financial Data

·       Computational Intelligence as a model for clinical DSS

·       Neural Network based model for Identifying crop diseases

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Courses taught:

Undergraduate Courses

• Artificial Intelligence
• Introduction to Information Technology
• Research Method in Computer Science
  

Graduate Courses

• Decision Support Systems
• Artificial Intelligence
• Computer Reasoning
• Soft Computing
• Computational Intelligence
• Neuro Fuzzy Systems

 Professional Member

• Indonesian Computer Instrumentation and Electronic Support Society
• Himpunan Fisika Indonesia (Indonesian Physics Society)

1.      

A Fuzzy Based Decision Support System for Evaluating Land Suitability and Selecting Crop, Journal of Computer Science 6 (4) 417-424, 2010, ISSN 1549-3636.

2.      

Computation of Diet Composition for Patients Suffering from Kidney and Urinary Tract Diseases with The Fuzzy Genetic System, International Journal of Computer Applications. December 2011. vol. 36 No. 6 ISBN: 978-93-80865-89-2. ISSN : 0975-8887.

3.      

Electre Method in Solving Group Decision Support System Bioinformatics on Gene Mutation Detection Simulation, International Journal of Computer Science & Information Technology Vol. 3 Number 1 , February 2011, ISSN : 0975-3826 (ONLINE). 0975-4660 (PRINT).

4.      

Differential Diagnosis Knowledge Builing by Using CUC-C4.5 Framework, Journal of Computer Science 6 (2) 180 185, 2010 ISSN 1549 3636.

5.      

The Schedule of Optimal Fuzzy Controller with Multi Model Concept for a Solar Energy Wood Drying Process Kiln, International Journal of Operations and Quantitative Management vol. 15 Number 2,2 June 2009.

6.      

The Digital Microscope and Its Image Processing Utility, Telkomnika, Indonesian Journal of Electrical Engineering vol.9 No. 3 December 2011, ISSN : 1693-6930. Terakreditasi DitjenDikti No. 51/DIKTI/ Kep/2010.

7.      

Basis Pengetahuan dengan Model Keputusan Kelompok untuk Diagnosis Gangguan Kejiawaan, Berkala Ilmiah MIPA Vol. 18 No. 1 Januari 2008. TerakreditasiDitjen DIKTI No. 26/ DIKTI/Kep/2008.ISSN : 0215-9309.

8.      

Implemetation of MADM Method in Solving Group Decision Support System on Gene Mutation Detection Simulation, 2011 3 rd International Conference on Computer Modeling and Simulation, Mumbai, India, Januari 7-9, 2011, ISSN: 978-1-4244-9241-1. WWW. ICCMS.org.

9.      

Utilizing Soft Computing for Determining Protein Deficiency, Indonesian Journal of Computing And Cybernetic Systems. Vol. 5 No. 1 Januari 2011 ISSN : 978-1520.

10.  

Text Document Retrieval In English Using Keywords of Indonesian Dictionary Based, Indonesian Journal of Computing And Cybernetic Systems. Vol. 5 No. 1 Januari 2011 ISSN : 1978-1520.

11.  

Sistem PendukungKeputusan Klinis dengan Memanfaatkan Jaringan Syaraf Tiruan Untuk Mendeteksi Stadium Penderita Kanker Paru-paru Jenis Karsinoma Bukan Sel Kecil, Indonesian Journal of Computing And Cybernetic Systems. Vol. 5 No. 2 Juli 2011 ISSN 1978-1520.

12.  

Sistem PendukungKeputusan Pemilihan Subkontrak Menggunakan Metode Entropy dan TOPSIS, Indonesian Journal of Computing And Cybernetic Systems Vol. 5 No. 2 Juli 2011. ISSN : 1978-1520.

13.  

Aplikasi Sistem Pendukung Keputusan Distribusi Air Bersih dengan Fuzzy Integer Transportation, Indonesian Journal of Computing And Cybernetic Systems Vol. 5 No. 2 Juli 2011. ISSN : 1978-1520.

14.  

Penerapan Sistem Pendukung Keputusan dalam Sistem Pengujian Computerized Adaptive Testing, Indonesian Journal of Computing And Cybernetic Systems Vol. 5 No. 3 Nov 2011. ISSN : 1978-1520.

15.  

A Wavelet Based Iris Recognition, International Conference on Robotics, Vision, Signal Processing and Power Applications, 1920 December 2009, Malaysia, ISBN : 978-983 3986-52-1.

16.  

An Anomaly Detection Method Based on Fuzzy Histogram Hyperbolization and Gray Level Co- occurrence Matrix, Proceedings of International Conference on Roboyics, Vision, Signal Processing and Power Applications, 1920 December 2009, Malaysia, ISBN 978-983 3986-52-1.

17.  

FuzzyHyperbolization Image Enhancement and Artificial Neural Netwwork for Anomaly Detection, Proceedings of The World Association of Science, Engineering and Technology, volume 56, 26-28 Agustus 2009, Singapura, ISSN 2070.

18.  

Evaluating Land Suitability Using Fuzzy Logic Method, Proceedings of The International Conference 2003 on Mathematic and Its Aplication . Univ GadjahMada, 14-17 Juli 2003. ISBN: 979-95118-5-2.

19.  

LVQ Neural Network Based on Ultraviolet for Money Counterfeiting Detection, Proceedings International Conference on Informatics for Development 2011, Univ Islam Negeri Sunan Kalijaga Yogyakarta 26 November 2011, ISSN: 2088-5520.

20.  

A Comparison Study of The Performance of The Fourier Transform Based Algorithm in Detecting Fabric Texture Defect, Proceedings og The International Conference on Mathematics and Its Aplication. Univ. Gadjah Mada, 14-17 Juli 2003 ISBN: 979-95118-5-2.

21.  

Data Mining to Build A Pattern of Knowledge From Psychological Consultation, Proceedings of The 2nd International Conference on Soft Computing, Intelligent System and Information Technology (ICSIIT), 1-2 Juli 2010 Bali ISBN: 978-602-97124-0-7.

22.  

Arsitektur Anfis Pengenalan Kayu Berbasis Citra Cross Section, Proceeding of The International Conference on Computer and Mathematical Sciences, 29 June 2010, Yogyakarta, Indonesia 29-34, ISBN : 978-967-5741-01-2.

23.  

Medical Imaging Expresi Gen DalamDeteksi Penyakit, Proceedings of The International Conference on Computer and Mathematical Sciences, 29 June 2010, Yogyakarta, Indonesia 29-34, ISBN : 978-967-5741-01-2.

24.  

Teleassesment System for Geriatric Patient, Proceeding of International Conference on Rural Information and Communication Technology 2009, 17-19 Juni 2009, ITB Bandung Indonesia.

25.  

Analysis of Gene Expression And Microarray Data on Pattern Recognition Techniques Review, Proceedings of International Conference on Rural Information and Communication Technology 2009, 17-19 Juni 2009, ITB Bandung Indonesia.

26.  

Fuzzy Rule Suram for Control System of a Solar Energy Wood Drying Chamber, Proceedings Global Conference on Power Control and Optimization, 1-8, 1-3 June 2009.

27.  

Mobile Agent to Perform Query on Multiple Database Server for Security, Proceeding International Conference on Informatics for Development 2011 Univ. Ialam Negeri Sunan Kalijaga Yogyakarta 26 November 2011 ISSN: 2088-5520.

28.  

Right Inverse In Public Key Cryptosystem Design, Proceeding of The International Conference 2003 on Mathematic and Its application. Univ. GadjahMada 14-17 Juli 2003 ISBN: 979-95118-5-2.

29.  

GRNNSebagai Metode untuk Mengenal 15 Jenis Kayu Komersil Indonesia,Prosiding Seminar NasionalIlmu Komputer GAMA 2011, Yogyakarta 19 Nov 2011 ISBN: 976-602-19405-0-0.

30.  

Identifikasi Kayu Komersil Indonesia Menggunakan RBFNN, Prosiding Seminar Nasional Ilmu Komputer GAMA 2011, Yogyakarta 19 Nov 2011 ISBN: 976-602-19405-0-0.

31.  

Aplikasi Sistem Pendukung Keputusan Penempatan Bidan PTT (Pegawai Tidak Tetap) pada Kabupaten Bireuen, Prosiding Seminar Nasional Ilmu Komputer GAMA 2011, Yogyakarta 19 Nov 2011 ISBN: 976-602-19405-0-0.

32.  

Geographics Visualization for Decision Support System of Culinary Tourism Use Rule Of Thumb Methode, Prosiding Seminar Teknik Informatika 2011, Univ. Ahmad Dahlan Yogyakarta, 28 Juli 2011. ISBN : 978-979-98276-6-3.

33.  

Pengenalan Jenis Penyakit THT Menggunakan Jaringan Learning Vector Quantization, Prosiding Seminar Nasional Riset Teknologi Informasi 2011, vol. V 2011 Yogyakarta 17 September 2011 ISBN: 1907-3526.

34.  

Pengenalan Jenis Kayu Berbasis Citra Cross Section Menggunakan NEFPROX, Prosiding Seminar Nasional Ilmu Komputer GAMA 2011, Yogyakarta 19 Nov 2011 ISBN: 976-602-19405-0-0.

35.  

Evaluasi KelayakanNilai dan Resiko Bisnis Investasi Teknologi Informasi Menggunakan Metode Logika Fuzzy, Prosiding Konferensi Nasional Sistim Informasi 2011, STMIK Potensi Utama, Medan, 25-26 Februari 2011 ISBN : 978-602-98768-0-2.

36.  

Evaluasi PemilihanPelaksana Proyek Teknologi Informasi Menggunakan Metode Logika Fuzzy, Prosiding Konferensi Nasional Sistim Informasi 2011, STMIK Potensi Utama, Medan, 25-26 Februari 2011 ISBN : 978-602-98768-0-2.

37.  

Model Group Decision Support System (GDSS) Untuk EvaluasiKelayakan Investasi Teknologi Informasi, Prosiding Konferensi Nasional Sistim Informasi 2011, STMIK Potensi Utama, Medan, 25-26 Februari 2011 ISBN : 978-602-98768-0-2.

       38.

Ikhtisar Kompresi Citra, Prosiding Seminar Nasional AplikasiSains dan Teknologi, 11 Desember 2010.

39.  

Analisis Citra untukPengenalan Fitur Pada Perangkat Sistem Informasi Geografi, Prosiding Konferensi Nasional Teknologi Informasi dan Komunikasi, 7 Nov 2009, Yogyakarta, ISBN : 978 602-95792-0-8

40.  

Pemrosesan Citra BerorientasiObyek dalam SIG dan Aplikasinya untuk Daerah Permukiman, Prosiding Konferensi Nasional Teknologi Informasi dan Komunikasi, 7 Nov 2009, Yogyakarta, ISBN : 978 602-95792-0-8

41.  

Pengubahan Grafem ke Fonem BahasaJawa, Prosiding Seminar Nasional Riset Teknologi Informasi 2009, Indonesia ISSN 1907-3526 2009.

42.  

MADM Methods in Solving Group Decision Support System on Gene Mutations Detection Simulation, Proceeding the 2^nd International Conference on Distributed Frameworks and Applications 2-3 Agustus 2010, 61-66, ISBN 978 602-9747-9-0-4.

43.  

A Kohonen Artificial Neural Network as a DSS model for Predicting CAD, Proceeding the 2nd International Conference on Distributed Frameworks and Applications 2-3 Agustus 2010, 61-66 Yogyakarta, Indonesia, ISBN 978-602 04/0909747.

44.  

Group Decision Support System Solution By Electre Method and Preferences Ordered Vector Format (Detection of Gene Mutations Simulation, Proceeding International Seminar of Information Technology (ISIT)2010 Univ. Bina Sarana Informatika Bandung 23 Oktober 2010. ISSN : 978-602-97962-0-9.

45.  

Penentuan KomposisiBahan Pangan untuk Diet Penyakit Ginjal dan Saluran KemihDengan Algoritma Genetika, Seminar Nasional Aplikasi Teknologi Informasi 2011 (SNATI 2011) Yogyakarta, 17-18 Juni 2011.