Basic Information
Research Interest: Soft Computing, Rough Set Theory; Fuzzy Set and Logic, Artifical Neural Network, Knowledge Discovery, Data Mining, Biomedical Engineering and Information Technology
Email: noorwewe[at]ugm.ac.id, noorwewe[at]gmail.com
Education
Undergraduate, Electrical Engineering, Universitas Gadjah Mada, Indonesia.
Master, Electrical Engineering, Universitas Gadjah Mada, Indonesia.
Doctorate, Electrical and Electronics Engineering, Universiti Teknologi Petronas, Malaysia.
Active Students (As Main Supervisor)
- Ahmad Fauzi Mabrur
- Alfiah Fajriani
- Anggit Ferdita N
- Brahmantya Aji P
- Didik Nugroho
- Erry Maricha Oki Nh
- Luthfia Rahman
- Mahendra Pratama
- Muhammad Eka Purbaya
- Muhammad Fawaz S
- Yoga Pristyanto
Publication
Setiawan, N.A., Fuzzy Decision Support System for Coronary Artery Disease Diagnosis Based on Rough Set Theory, International Journal of Rough Sets and Data Analysis (IJRSDA), Vol. 1, No. 1, pp. 65-80, 2014. IGI Global, ISSN: ISSN: 2334-4598.
Nugroho, K.A., N.A. Setiawan,T.B. Adji, Coronary Heart Disease Diagnosis Based on Improved Ensemble Learning, Journal of Convergence Information Technology, Vol. 8, No. 13, pp. 13 ~ 24, 2013. AICIT, ISSN: 2233-9299 (Online), 1975-9320 (Print). (Scopus Indexed)
Triharminto, H.H., A.A. Prabuwono, T.B. Adji, N.A. Setiawan. Adaptive Dynamic Path Planning Algorithm for Interception of a Moving Target. International Journal of Mobile Computing and Multimedia Communications, Issue 3, Vol.5, pp. 19-33, 2013. IGI-Global, ISSN:1937-9412. (Scopus Indexed)
Triharminto, H.H., T.B. Adji, and N.A. Setiawan. 3D Dynamic UAV Path Planning for Interception of Moving Target in Cluttered Environment. International Journal of Artificial Intelligence, No. A13, Vol. 10, pp. 154-163, 2013. CESER. ISSN: 0974-0635. (Scopus Indexed)
Setiawan, N.A., P.A. Venkatachalam, and Ahmad Fadzil M.H. A Knowledge Discovery from Incomplete Coronary Artery Disease Data Sets Using Rough Set. International Journal of Medical Engineering and Informatics, No. 1, Vol. 3, 2011, Inderscience Publishers. ISSN: 1755-0653. (Scopus Indexed)
Setiawan, N.A., P.A. Venkatachalam, and Ahmad Fadzil M.H. Rule Selection for Coronary Artery Disease Diagnosis Based on Rough Set. International Journal of Recent Trends in Engineering, No. 5, Vol. 2, November 2009, Academy Publisher. ISSN: 1797-9617.
Setiawan, N.A., P.A. Venkatachalam, and Ahmad Fadzil Mohd Hani. Missing Attribute Value Prediction Based on Artificial Neural Network and Rough Set Theory. Platform – Universiti Teknologi PETRONAS, No. 1, Vol. 7, January – June 2009. ISSN: 1511-6794.
Setiawan, N.A., Sarjiya. Diagnosis of Transformer Incipient Fault Using Learning Vector Quantization Neural Network. Media Teknik, No. 3, Year XXVIII, August 2006. ISSN: 0216-3102.
Setiawan, N.A. Diagnosis of Power Transformer Incipient Fault Using Artificial Neural Network. Telkomnika, No. 3, Volume 3, December 2005. ISSN: 1693-6930.
Setiawan, N.A., Haryono T. Computer Study of Circuit Breaker Restriking Transient on Transmission Line. Media Teknik, No. 2, Year XXVII, May 2005. ISSN: 0216-3012.
Prabowo, D.W., N.A. Setiawan, H.A. Nugroho, A Study Of Data Randomization On A Computer Based Feature Selection For Diagnosing Coronary Artery Disease, Advances in Intelligent Systems, Vol. 53, 2014, WIT Press, ISBN: 978-1-84564-869-5.
Wahyuni, E.S., N.A. Setiawan, H.A. Nugroho, Breast Cancer Diagnosis Improvement Using Feature Selection, Advances in Intelligent Systems, Vol. 53, 2014, WIT Press, ISBN: 978-1-84564-869-5.
Triharminto, H.H., A.S. Prabuwono, R. Sulaiman, N.A. Setiawan, T.B. Adji,Turning Decision Strategy Of Dynamic Path Planning Based On Curve Algorithm, Vol. 53, 2014, WIT Press, ISBN: 978-1-84564-869-5.
Triharminto, H.H., A.S. Prabuwono, T.B. Adji, N.A. Setiawan, N.Y. Chong. UAV Dynamic Path Planning for Intercepting of a Moving Target: A Review. Communications in Computer and Information Science:Intelligent Robotics Systems: Inspiring the NEXT, Vol. 376, 2013, ISBN: 978-3-642-40408-5. (ISI and Scopus Indexed)
Setiawan, N.A., P.A. Venkatachalam, and A.F.M. Hani. A Comparative Study of Imputation Methods to Predict Missing Attribute Values in Coronary Heart Disease Data Set. IFMBE Proceedings, Vol. 21, 2008, Springer Berlin Heidelberg, ISSN: 1680-0737. (ISI and Scopus Indexed)
Triharminto, H.H., A.S. Prabuwono, R. Sulaiman, N.A. Setiawan, T.B. Adji,Turning Strategy based on Modified Dubins Algorithm for Unmanned Aerial Vehicle Dynamic Path Planning, in Proceedings of the 2013 International Conference on Advances in Intelligent Systems in Bioinformatics (InteliSys). 2013. Jakarta, Indonesia.
Majid, I.A., R.F. Rahman, N.A. Setiawan, A.I. Cahyadi, Electric Vehicle Battery Dynamics Modelling Using Support Vector Machine. in Proceedings Joint International Conference on Rural Information & Communication Technology and Electric-Vehicle Technology (rICT & ICeV-T), 2013. Bandung-Bali, Indonesia.
Persada, A.N., N.A. Setiawan, H.A. Nugroho, Comparative Study of Attribute Reduction on Arrhythmia Classification Dataset. in Proceedings of International Conference on Information Technology and Electrical Engineering (ICITEE). 2013. Yogyakarta, Indonesia.
Nugroho, K.A., N.A. Setiawan,T.B. Adji, Cascade Generalization for Breast Cancer Detection. in Proceedings of International Conference on Information Technology and Electrical Engineering (ICITEE). 2013. Yogyakarta, Indonesia.
Adji, T.B., H.H. Triharminto, N.A. Setiawan, and A.S. Prabuwono, The Development of 3D Curve Dynamic Path Planning Simulation in Cluttered Environment. inProceedings of IEEE International Conference on Communication, Networks and Satellite (ComNetSat). 2012. Bali, Indonesia.
Setiawan, N.A., Sarjiya, and Z. Adhiarga, Power Transformer Incipient Faults Diagnosis Using Dissolved Gas Analysis and Rough Set. in Proceedings of IEEE International Conference on Condition Monitoring and Diagnosis (CMD). 2012. Sanur, Bali, Indonesia. (Scopus Indexed)
Setiawan, N.A., K.A. Nugroho, and T.B., Adji, Performance Analysis of Combined Algorithms for Hybridization in Mammography. in Proceedings of International Conference on Computer and Information Science (ICCIS). 2012. Kuala Lumpur, Malaysia. UTP-IEEE. (Scopus Indexed)
Triharminto, H.H., T.B. Adji, and N.A. Setiawan, A Path Planning Schema for UAV in 3D Space. in Proceedings of International Conference on Scientific Issues and Trends (ISSIT). 2011. Yogyakarta, Indonesia.
Triharminto, H.H., T.B. Adji, and N.A. Setiawan, Dynamic UAV Path Planning for Moving Target Intercept in 3D. in Proceedings of 2nd International Conference on Instrumentation Control and Automation (ICA). 2011. Bandung, Indonesia: IEEE. (Scopus Indexed)
Setiawan, N.A., P.A. Venkatachalam, and Ahmad Fadzil M.H., Diagnosis of Coronary Artery Disease Using Artificial Intelligence Based Decision Support System. inProceedings of the International Conference on Man-Machine Systems. 2009. Penang, Malaysia: UniMAP.
Setiawan, N.A., P.A. Venkatachalam, and A.F.M. Hani. Missing Attribute Value Prediction Based on Artificial Neural Network and Rough Set Theory. in Proceedings of International Conference on Biomedical Engineering and Informatics. 2008. Sanya, Hainan, China: IEEE. (Scopus Indexed)
Setiawan, N.A., P.A. Venkatachalam, and A.F.M. Hani. Missing Data Estimation on Heart Disease Using Artificial Neural Network and Rough Set Theory. in Proceedings of International Conference on Intelligent and Advanced Systems. 2007. Kuala Lumpur, Malaysia: IEEE. (Scopus Indexed)