List of Publications
Journal & Conference Papers
  1. A.S. Nugroho: SVM: Paradigma baru dalam Softcomputing,keynote speech pada Konferensi Nasional Sistem & Informatika 2008, Bali, 15 November 2008
  2. A.S.Nugroho: Peran datamining dalam menganalisa data biomedis, keynote speech pada Seminar hasil penelitian lintas klaster UGM research week, 26 Agustus 2008, UGM Yogyakarta
  3. B.Prasetyo, M.T.Uliniansyah, V.Pragesjvara, M.Gunawan, Gunarso,R.Irbandini, A.S.Nugroho,D.Handoko: Desain Sistem Analisa Spatio-Temporal Penyebaran Penyakit Tropis memakai Web Mining, Proc. of Konferensi Nasional Sistem & Informatika 2008, pp.44-49, Inna Sindhu Beach Hotel, Sanur-Bali, Indonesia (pdf)
    (this paper received Best Paper Award in KNS&I)
  4. F.Damanik, A.S.Nugroho: Evaluation of Feature Subset Selection Algorithms for Biological Datamining, Proc. of International conference on Biomedical Engineering BME Days 2008, CD-ROM, Paper Code: PS-002
  5. M. Kugler, S. Kuroyanagi, A.S. Nugroho, and A. Iwata: Split CombNET-III with Nonlinear Gating Network and its Application in Large-Scale Classification Problems,The Institute of Electronics, Information and Communication Engineers Transactions on Information & Systems, Vol.E91-D, no.2, pp. 286-295, February 2008 (summary) [pdf]
  6. A.S. Nugroho: Menggairahkan Riset Soft-Computing di Indonesia, Proc. of Seminar Riset Teknologi Informasi, STMIK-AKAKOM, 7 July 2007 (keynote speech) [pdf]
  7. K.Tsubota, M.Kugler, A.S. Nugroho, S. Kuroyanagi and A. Iwata: Split Parameter Optimization for Multiclass Support VectorMachines,Technical Report of The Institute of Electronics, Information and Communication Engineers, NC2006-138, pp.121126 (March 14, 2007)
  8. J. Yang, A.S. Nugroho, K. Yamauchi, K. Yoshioka, J. Zheng, K. Wang, K. Sato, S. Kuroyanagi and A. Iwata: Efficacy of Interferon Treatment for Chronic Hepatitis C Predicted by Feature Subset Selection and Support Vector Machine,Journal of Medical Systems, 2007 Apr, 31(2), pp.117-123, Springer US (Note: 1st author and 2nd author contributed equally to this study), PMID: 17489504, URL : http://dx.doi.org/10.1007/s10916-006-9046-8, PubMed.
  9. M. Kugler, S. Kuroyanagi, A.S. Nugroho, and A. Iwata: CombNET-III : A Support Vector Machine based Large Scale Classifier with Probabilistic Framework, Proc. of the 16th JNNS General Conference, pp.136-137, Nagoya, 19-21 September 2006 (paper code: P2-22, pdf)
  10. M. Kugler, S. Kuroyanagi, A.S. Nugroho, and A. Iwata: CombNET-III : A Support Vector Machine based Large Scale Classifier with Probabilistic Framework, IEICE Trans. on Information & Systems, Vol.E89-D, No.9, pp.2533-2541, September 2006 (summary, pdf)
  11. A.S. Nugroho, J. Yang, S. Kuroyanagi, A. Iwata and K. Yamauchi: Prediction of interferon efficacy in chronic Hepatitis C treatment using Support Vector Machine, Trans. of the Japanese Society for Medical and Biological Engineering, Vol.11, Suppl.1, pp.594, 2006 (The 45th Annual Conference of Japanese Society for Medical and Biological Engineering, May 2006) (pdf)
  12. M. Kugler, T. Miyatani, S. Kuroyanagi, A.S. Nugroho, and A. Iwata: Non-linear gating for the large scale classification model CombNET-II, Proc. of the 14th. European Symposium on Artificial Neural Networks, pp.203-208, April 2006 (pdf)
  13. X. Hu, M. Kugler, A.S. Nugroho, S. Kuroyanagi, and A. Iwata: Splitting the feature subset selection of multiclass Support Vector Machine,IEICE Technical Report, NC2005-86, pp.31-36, December 2005 (pdf)
  14. K. Aoki, S. Kuroyanagi,M. Kugler, A.S. Nugroho, A. Iwata: Feature Selection using Confident Margin for SVM, IEICE Trans. on Information & Systems, Vol.J88-D-II, No.12, pp.2291-2300, December 2005 (pdf)
  15. M. Kugler, A.S. Nugroho, K. Aoki, S. Kuroyanagi, A. Iwata: Feature Subset Selection for Support Vector Machines using Confident Margin,International Joint Conference on Neural Network 2005, pp.907-912, Montreal, Canada (2005) (pdf)
  16. A.S. Nugroho, D. Handoko, A.B. Witarto : Analisa Informasi Dimensi Tinggi pada Bioinformatika Memakai Support Vector Machine, Proc. of National Conference on Information and Communication Technology (ICT) for Indonesia / e-Indonesia Initiatives-II 2005, pp.427-435 (in Indonesian) (pdf)
  17. A.S. Nugroho, S. Kuroyanagi, A. Iwata: An algorithm for locating characters in color image using stroke analysis neural network, Proc. of the 9th International Conference on Neural Information Processing (ICONIP'02), Vol.4, pp.2132-2136, November 18-22, 2002, Singapore (pdf)
  18. A.S. Nugroho, S. Kuroyanagi, A. Iwata : Mathematical perspective of CombNET and its application to meteorological prediction, Special Issue of Meteorological Society of Japan on Mathematical Perspective of Neural Network and its Application to Meteorological Problem, Meteorological Research Note, No.203, pp.77-107, October 2002 (Japanese Edition)
  19. A.S. Nugroho, S. Kuroyanagi, A. Iwata : A Solution for Imbalanced Training Sets Problem by CombNET-II and Its Application on Fog Forecasting, IEICE Trans. on Information & Systems, Vol.E85-D, No.7, pp.1165-1174, July 2002 (summary,pdf)
  20. A.S. Nugroho, S. Kuroyanagi, A. Iwata : Fog Forecasting Using Self Growing Neural Network CombNET-II: -- A Solution for Imbalanced Training Sets Problem--, Proc. of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00), vol.4, pp.429-434, July 2000, Como-Italy (pdf)
  21. A.S. Nugroho, S. Kuroyanagi, A. Iwata : Fog Forecasting by CombNET-II, Proc. of the Symposium Session in 1999 The Institute of Electronics, Information and Communication Engineers (IEICE) General Conference, pp.323-324, March 25-28, 1999, Yokohama (This paper won the first prize award of 99 Fog Forecasting Contest sponsored by Neurocomputing Technical Group of IEICE-Japan) (pdf)
  22. H. Kawajiri, Y. Takatoshi, T. Junji, A.S. Nugroho and A. Iwata : Hand-written Numeric Character Recognition for Facsimile Auto-dialing by Large Scale Neural Network CombNET-II, Proc. of 4th.International Conference on Engineering Applications of NeuralNetworks, pp.40-46, June 10-12,1998, Gibraltar
    23.  (pdf)
Articles published in Indonesian Scientific Magazines, Portal
  1. A. S. Nugroho: Komputer cerdas menguji efektifitas terapi Hepatitis C, netsains.com, 20 Feb 2008
  2. A.S. Nugroho: Datamining dalam Bioinformatika, SDA Asia Magazine, Vol.13, pp.56-58, March 2006
  3. A.S. Nugroho: Mengembangkan Thought Style Sebuah Laboratorium, beritaiptek.com, September 24, 2004
  4. A.S. Nugroho: Merangsang Pertumbuhan Iptek dengan Informasi Online, beritaiptek.com, August 4, 2004 (this article is found in several portals, including 1, 2)
  5. A.S. Nugroho, A.B. Witarto, D. Handoko:Application of Support Vector Machine in Bioinformatics, Indonesian Scientific Meeting in Central Japan, December 2003 (published in special edition of FUSII).
    Expanded version is published by ilmukomputer.com URL:http://www.ilmukomputer.com/umum/anto-svm.php (pdf)
  6. A.S. Nugroho: Pengantar Softcomputing, IlmuKomputer.com, Aug 2003 (URL:http://www.ilmukomputer.com/umum/anto-softcomputing.php)(pdf)
  7. A.S. Nugroho: Bioinformatika dan Pattern Recognition, IlmuKomputer.com, Juli 2003 (URL:http://ilmukomputer.com/populer/anto-bioinformatika.php)(pdf)
  8. A.S. Nugroho: Rehabilitasi Tuna Netra di Jepang: Survey penelitian dan kemungkinan aplikasinya di Indonesia , Temu Ilmiah Persatuan Pelajar Indonesia Jepang, Nagoya, Dec. 21 2002 (pdf)
  9. A.S. Nugroho: Prediksi Kabut memakai CombNET-II , published in FUSII (2001).
Talk & Seminars
  1. A.S. Nugroho: SVM: Paradigma baru dalam Softcomputing,keynote speech pada Konferensi Nasional Sistem & Informatika 2008, Bali, 15 November 2008
  2. A.S.Nugroho: Peran datamining dalam menganalisa data biomedis, keynote speech pada Seminar hasil penelitian lintas klaster UGM research week, 26 Agustus 2008, UGM Yogyakarta
  3. A.S.Nugroho: Aplikasi Kecerdasan buatan dalam kedokteran, Open forum di Universitas Islam Negeri Sunan Kalijaga, 25 Agustus 2008, Yogyakarta
    4.
  4. A.S. Nugroho: Pengantar Support Vector Machine, presentasi di Institut Teknologi Telkom Bandung, 30 Mei 2008
  5. A.S. Nugroho: Aplikasi Pattern Recognition dalam Analisa Data Medis, presentasi dalam silaturahmi dengan dosen Ilmu Komputer, IPB, kampus Dermaga Bogor, 10 April 2008
  6. A.S. Nugroho: Industri Software berbasis Softcomputing di Indonesia, Acara product launching PT.Rawid Mediasoft, Hotel Sahid Jaya, Jakarta, 27 Maret 2008
  7. A.S. Nugroho: Peranan Teknologi Informasi dalam Proses Pembelajaran, Acara Pengenalan IT untuk pembelajaran, SMA Negeri 1 Surakarta, 29 Februari 2008
  8. A.S. Nugroho: The Role of Feature Selection in Datamining, Seminar "Today's Datamining Application", STTTelkom, 27 December 2007
  9. A.S. Nugroho: Soft Computing: sebuah bahasa untuk multi-ilmu, Bedah buku seputar Soft-Computing, 4 December 2007, Aula Barat, Institut Teknologi Bandung
  10. A. S. Nugroho: Aplikasi Teknologi Informasi dalam Kesehatan, presentasi dalam diskusi yang diselenggarakan oleh TFM BPP Teknologi, 4 Oktober 2007
  11. A.S. Nugroho:Menggairahkan Riset Soft-Computing di Indonesia, Proc. of Seminar Riset Teknologi Informasi, STMIK-AKAKOM, 7 July 2007 (keynote speech) [pdf]
  12. A. S. Nugroho:Softcomputing dalam Pengembangan Knowledge-based Expert System, presentasi di TISDA, BPP Teknologi
  13. A.S. Nugroho: Comparative Culture between Indonesia and Japan, 2006 Indonesian Festival, 3 September 2006, Nagoya International Center Annex Hall (synopsis)
  14. A.S. Nugroho: Application of Support Vector Machine in Medical Diagnosis, Indonesian Scientific Conference in Japan, Hiroshima University, 5 August 2006 (abstract)
  15. A.S. Nugroho: Software Development for RNA Transcription Analysis : The Role of Pattern Recognition in High Dimensional Information Analysis, invited presentation in HBI (Himpunan Bioinformatika Indonesia : Bioinformatics Society of Indonesia) Scientific Meeting, 9 March 2006 (Jakarta-Indonesia)
  16. A.S. Nugroho: Datamining dan Knowledge Discovery dalam bioinformatika, presented as part of datamining lecture at Sekolah Tinggi Telkom, Bandung, Indonesia, January 2006
  17. A.S. NugrohoDiscovering useful information from abundant observations : -- The role of feature selection in high dimensional information analysis--,Proceedings of the 14th Indonesian Scientific Meeting 2005, Nagoya, 03 September 2005
  18. A.S. Nugroho: Informasi Online dalam Dunia Riset dan Pendidikan, seminar "Pemanfaatan Teknologi Informasi untuk Pendidikan dan Bisnis", August 25, 2004, SMA Negeri I Surakarta (pdf,solopos)
  19. A.S. Nugroho: Teknologi Pattern Recognition dalam Bioinformatika, Seminar dan Workshop Bioinformatika di Indonesia, Cibinong Science Center (March 17,2005)
    20.
Thesis
  1. A.S. Nugroho: ECG data compression using Wavelet transform, Dept. of Electrical & Computer Engineering, Nagoya Institute of Technology, 1995 (B.Eng)
  2. A.S. Nugroho: Comprehensive Study on Engineering Applications of Large-Scale Neural Network "CombNET-II" , Grad.School of Engineering, Dept. of Electrical & Computer Engineering, Nagoya Institute of Technology, 2000 (M.Eng)
  3. A.S. Nugroho: Information Analysis using Softcomputing: The Applications to CharacterRecognition, Meteorological Prediction, and Bioinformatics Problems ,Grad.School of Engineering, Dept. of Electrical & Computer Engineering, Nagoya Institute of Technology, January 2003 (D.Eng)