Ir. Dwi Hendratmo W., M.Sc., Ph.D.

Associate Professor

Ph.D, Texas A&M University, USA _________________________________

School of Electrical Engineering and Informatics
Institut Teknologi Bandung
Achmad Bakrie Building-Jl. Ganesa No. 10 Bandung,
Indonesia 40132

Phone +62 22 2502260
IP Phone: +62 22 4254028, Fax: +62 22 253 4222
Email: dwi@stei.itb.ac.id


Education

Field of Expertise

Machine Learning, Information Retrieval, and e-Learning

Publications/Seminars

2012

  • Giffary Kautsar Pratama, Hasanuddin1, Dwiza Riana1, Dyah Ekashanti Octorina Dewi1, Dwi H. Widyantoro1, Tati Latifah R. Mengko,"Pap smear Nuclei Texture Analysis",International Conference on Women’s Health in Science & Engineering (WiSE-Health) 2012, Bandung, December 6 - 7, 2012

  • Hasanuddin1, Dwiza Riana1, Dyah Ekashanti Octorina Dewi1, Dwi H. Widyantoro1, Tati Latifah R. Mengko1,"Detection of Cytoplast Area of Pap Smear Image Using Image Segmentation",International Conference on Women’s Health in Science & Engineering (WiSE-Health) 2012, Bandung, December 6 - 7, 2013

  • Dwiza Riana 1, Dyah Ekashanti Octorina Dewi1, Dwi H. Widyantoro1, Tati Latifah R. Mengko,"Segmentation and Area Measurement in Abnormal Pap Smear Images Using Color Canals Modification with Canny Edge Detection",International Conference on Women’s Health in Science & Engineering (WiSE-Health) 2012, Bandung, December 6 - 7, 2018

2011

  • M.L. Khodra, D.H. Widyantoro, E.A. Aziz & B.R. Trilaksono,"Free Model of Sentence Classifier for Automatic Extraction of Topic Sentences",ITB J. ICT, Vol. 5, No. 1, 2011, 17-34

  • Ayu Purwarianti, Dwi Hendratmo Widyantoro, Nazar Iskandar F, Satrya Pratama,"Development of Learning Model in Virtual Class for Primary School in Rural Area",International Conference on Rural Information and Conference Technology 2011,23 November 2011. ISBN: 978-979-15509-6-3

  • Siti Maimunah, Dwi H Widyantoro, Kuspriyanto, Husni S Sastramihardja,"Co-citation & Co-reference Concepts to Control Focused Crawler Exploration",International Conference on Electrical Engineering and Informatics (ICEEI 2011) 17-19 Juli 2011. ISBN: 978-1-4577-0750-6, IEEE Catalog Number: CFP1177H-PRT

  • Luciana Abednego, Dwi Hendratmo,"Genetic Programming Hyper-Heuristic for Solving Dynamic Production Scheduling Problem",International Conference on Electrical Engineering and Informatics (ICEEI 2011) 17-19 Juli 2011. ISBN: 978-1-4577-0750-6, IEEE Catalog Number: CFP1177H-PRT

  • Wafdan Musa Nursakti dan Dwi Hendratmo Widyantoro,"Studi Perbandingan Rule Pada Permainan Minesweeper",Konferensi Nasional Informatika – KNIF 2011,23 November 2011. ISSN: 2087-3328

2010

  • Kuspriyanto, Oerip S Santoso, Dwi H Widyantoro, Husni S Sastramihardja, Kurnia Muludi, and Siti Maimunah,"Performance Evaluation of SVM-Based Information Extraction using τ Margin Values",International Journal on Electrical Engineering and Informatics - Volume 2, Number 4, 2010

  • Masayu Leylia Khodra, Dwi Hendratmo Widyantoro, E. Aminuddin Aziz, Bambang Riyanto,"Extracting Topic Sentences of Indonesia Expository Paragraphs",International MALINDO Workshop di Universitas Indonesia, 2 Agustus 2010

  • Masayu Leylia Khodra, Dwi Hendratmo, Bambang Riyanto,"Klasifikasi Teks untuk Ekstraksi Kalimat Utama Paragraf",Konferensi Nasional Sistem Informasi 2010, Palembang, 22 - 23 Januari 2010

  • Aristianto, Dwi H. Widyantoro,"Aplikasi Filtering dalam Model Bisnis Kupon Diskon",Konferensi Nasional Informatika 2010, Institut Teknologi Bandung, 11 Oktober 2010

  • Ade Romadhony, Dwi H. Widyantoro,"Pemberian Rekomendasi Layanan Belanja Online",Konferensi Nasional Informatika 2010, Institut Teknologi Bandung, 11 Oktober 2010

  • Ema Rachmawati, Dwi H. Widyantoro,"Implementasi Teknik Collaborative Filtering dan Content Based Filtering pada Recommender System Akademik",Konferensi Nasional Informatika 2010, Institut Teknologi Bandung, 11 Oktober 2010

  • Masayu Leylia Khodra, Dwi H. Widyantoro, E. Aminuddin Aziz, Bambang Riyanto Trilaksono,"Konstruksi Koleksi Kalimat Utama Paragraf",Konferensi Nasional Informatika 2010, Institut Teknologi Bandung, 11 Oktober 2010

  • Andreas Parry Lietara, Dwi Hendratmo Widyantoro,"Studi Perbandingan Metode Kompresi Citra 32x32 blok DCT dan JPEG 2000",Konferensi Nasional Informatika 2010, Institut Teknologi Bandung, 11 Oktober 2010

  • Yoanes Bandung, Aditya Arie Nugraha, Bryan Yonathan, Armein Z. R. Langi, G. A. Putri Saptawati, Dwi Hendratmo W., Agus Fany, Liliasari,"Perancangan Sistem Produk Layanan Komunitas Guru Belajar untuk Sekolah Dasar di Pedesaan",e-Indonesia Initiative 2010 (eII2010) Konferensi dan Temu Nasional Teknologi Informasi dan Komunikasi untuk Indonesia, 5-7 Mei 2010, Bandung

2006-2009

  • "Ranking the Online Documents Based on Relative Credibility Measures", Jurnal of ICT, ITB, Vol. 3, no. 1, 2009

  • "Learning to Play Tic-Tac-Toe", International Conference on Electrical Engineering nad Informatics 2009 (ICEEI 2009) Universiti Kebangsaan Malaysia, Bangi Selangor 5-7 Agustus 2009

  • "Document Clustering pada Indonesian News Aggregator Testbed", e-Indonesia Initiative 2009 (eII2009) Konferensi dan Temu Nasional Teknologi Informasi dan Komunikasi untuk Indonesia 24 - 25 Juni 2009, Bandung

  • "INAGP: Pengurai Kalimat Bahasa Indonesia sebagai Alat Bantu untuk Pengembangan Aplikasi", Proceeding of Seminar Nasional Ilmu Komputer dan Aplikasinya (SNIKA)?, Volume 4, No. 1, Oktober 2009, Bandung, Indonesia.

  • "Clustering Engine Berbahasa Indonesia", KNSI 2007

  • "Eksplorasi Parameter Jaringan Syaraf Tiruan pada Peramalan Saham", KNSI 2007

  • "Perbandingan Algoritma Agglomerative dan Frequent Item Set Hierarchical Clustering", KNSI 2007

  • "Webpage Classifiers for Topical Crawler", Proceedings of the Fourth International Conference on Information & Communication Technology and Systems (ICTS) 2008, ISSN 1858 1633 Surabaya - Indonesia, P244 - 248

  • "An Efficient and Effective Algorithm for Hierarchical Classification of Search Engine Results", Proc. Of International Conf. on Electrical Engineering and Informatics, June 17-19 2007, pp 680-683

  • "Analysis and Design od Recommender System for Mobile Phone E-CommerceProc. Of International Conf. on Rural Information and Communication Technology, pp 255 - 258., August 2007"

  • "Fractal Code-based Image Retrieval System", Proc. Of International Conf. on Rural Information and Communication Technology, pp 121 - 124., August 2007

  • "Generating Indicative and Informative Summaries for search Engine Results", Proc. Of International Conf. on Electrical Engineering and Informatics, June 17-19 2007, pp 630-633

  • "Information Extraction using SVM Uneven Margin for Multi Language Document", Proceedings of the Fourth International Conference on Information & Communication Technology and Systems (ICTS) 2008, ISSN 1858 1633 Surabaya - Indonesia, P249-253

  • "Information for E-Job Marketplace", 4th Conference on Telematics, System, Service and Application, Dec 2007

  • "Performance Comparison of Classifiers in Job Vacancy Domain", Appear in 3rd International Seminar on Information and Communication Technology Seminar (ICTS 2007), September 2007

  • "Performance Comparison of Hidden Markov Model and Nearest Neighbour for Sentence Compression", Proceedings of the Fourth International Conference on Information & Communication Technology and Systems (ICTS) 2008, ISSN 1858 1633 Surabaya - Indonesia, P239 - 243

  • "Toward The Development of Intelligent E-Job", 4th Conference on Telematics, System, Service and Application, Dec 2007

  • "Toward the Development of Next Generation of Search Engine", Proc. Of International Conf. on Electrical Engineering and Informatics, June 17-19 2007, pp 289-293

  • "Exploiting Unlabeled Data in Concept Drift Learning", Jurnal teknik Informatika - Petra Mei 2007 (Jurnal Nasional terakreditasi)

  • "Exploiting Homogeneity of Density in Incremental Hierarchical Clustering", Proceeding ITB Series B: Engineering Science, Vol 38B No. 2, 79-99

  • "An Approach to Concept Drift Learning on Rapid Drift Rate", The 2nd International Seminar Information and Communication Technology 2006

  • "Improving Information Access in Domain-Specific Search Engine", TSSA & WSSA 2006

  • "Performance Comparison of Algorithms for Learning User Interests", The 2nd Information and Communication Technology Seminar

  • "Theoretical Foundation and Time Complexity Analysis of Incremental Clustering Algorithm", The 2nd Information and Communication Technology Seminar

  • "E-Learning di ITB: Fakta, Pengalaman & Harapan", Seminar on Pedagogy and E-Learning 2006

  • "Algoritma Klasifikasi Dokumen Berhirarki Berbasis Ontologi", Prosiding Seminar on Intelligent Technology and Its Applications 2006

  • "Kajian Arsitektur Umum Sistem Peringatan Dini dan Aplikasinya", Prosiding Konferensi Nasional Sistem Informasi 2006

  • "Pengembangan Metode Pengorganisasian Keluaran Mesin Pencari untuk Mempermudah Akses Informasi dari Internet", Prosiding Konferensi Nasional Sistem Informasi 2006

  • "Survey Arah Penelitian, Pengembangan dan Penerapan Penjelajah Situs Web", Prosiding Konferensi ke-2 Teknologi Informasi dan Komunikasi 2006

  • "Pengembangan Test-bed Next Generation Search Engine: Pengamatan Peta Situs pada Domain itb.ac.id", Seminar Riset ITB 200

Professional Memberships

- ACM Memberships

copyright 2013