My Publications

Here you can find some of the stuffs I’ve written. Some of these are in Bahasa Indonesia, but most of them are in English. Which is which? Well, usually the titles offer enough hints. Currently I am not going to offer PDF file downloads of the materials, due to copyright issues. However, you may be able to download them legally elsewhere (IEEE, SPIE, etc.).

Book/Book Chapters

  1. I. Setyawan, Dasar-dasar Machine Vision (Introduction to Machine Vision), Widya Sari Press, Salatiga, 2012, ISBN: 978-979-1098-08-3

Journals

  1. E.Y.D. Utami, I.K. Timotius, I. Setyawan, R.O. Setyawan, J. Farica, M.E. Santika, Edukasi Elektronika Dasar dan Pengenalan Energi Baru kepada Siswa SD Kanisius Gendongan Salatiga, Jurnal Pengabdian kepada Masyarakat Nusantara, Vol. 5, No. 2, 2024, pp. 2702 — 2708, E-ISSN: 2745-4053
  2. J. Siswanto, I. Sembiring, A. Setiawan, I. Setyawan, Number of Cyber Attacks Predicted with Deep Learning based LSTM Model, JUITA: Jurnal Informatika, Vol. 12, No. 1, 2024, pp. 39 — 48, E-ISSN: 2579-8901
  3. J.T. Santoso, D. Manongga, I. Setyawan, H.D. Purnomo, Hendry, Exploring Data Analytics in Attendance Systems: Unveiling Machine Learning Techniques, Patterns, Practices, and Emerging Trends, Scientific Journal of Informatics, Vol. 11, No. 2, 2024, pp. 325 — 340, P-ISSN: 2407-7658; E-ISSN: 2460-0040
  4. W. Purbaratri, H.D. Purnomo, D. Manongga, I. Setyawan, Hendry, Sentiment Analysis of Electronic Government Services utilizing the Naive Bayes Algorithm, Matrik: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer, Vol. 23, No. 2, 2024, pp. 441 — 452, ISSN: 2476-9843
  5. M. Ridwan, I. Sembiring, A. Setiawan, I. Setyawan, Analysis of Attack Detection on Log Access Servers Using Machine Learning Classification: Integrating Expert Labeling and Optimal Model Selection, Scientific Journal of Informatics, Vol. 11, No. 1, 2024, pp. 119 — 126, P-ISSN: 2407-7658; E-ISSN: 2460-0040
  6. T. Wahyuningsih, I. Sembiring, A. Setiawan, I. Setyawan, Exploring network security threats through text mining techniques: a comprehensive analysis, Computer Science and Information Technologies, Vol. 4, No. 3, 2023, pp. 258 — 267, P-ISSN: 2722-323X; E-ISSN: 2722-3221
  7. I.A. Supriyono, I. Sembiring, A. Setiawan, I. Setyawan, T. Wellem, I. Hizbuloh, Implementation of wireless user authentication using wlc-forti framework, APTISI Trans. Technopreneurship, Vol. 5, No. 2, 2023, pp. 234 — 242, E-ISSN: 2656-8888; P-ISSN: 2655-8807
  8. I. Setyawan, H. K. Wardana, E. Y. D. Utami, Pelatihan Pembuatan Robot Avoider Beroda untuk Siswa SMKN 2 Salatiga, Jurnal Pengabdian kepada Masyarakat Nusantara, Vol. 4, No. 2, 2023, pp. 745 — 752, E-ISSN: 2745-4053
  9. S. Abednego, I. Setyawan, G. Dewantoro, The Use of QLRBP and MLLPQ as Feature Extractors Combined with SVM and kNN Classifiers for Gender Recognition, Journal of ICT Research and Applications, Vol. 15, No. 3, 2021, pp. 251 — 264, P-ISSN: 2337-5787; E-ISSN: 2338-5499
  10. D.K. Larasati, I. Setyawan, Implementation of Template Matching on Detection of Stop Line Violations, Jurnal Nasional Teknik Elektro, Vol. 10, No. 3, 2021, P-ISSN: 2302-2949; E-ISSN: 2407-726
  11. Y.K. Santoso, J.J. Jonatan, P. Millenika, D.A. Fernanda, I. Setyawan, D. Susilo, Rancang Bangun Alat Pintar Protokol Kesehatan Covid-19 Terintegrasi, Jurnal Sains dan Teknologi, Vol. 10, No. 2, 2021, pp. 252 — 263, P-ISSN: 2303-3142; E-ISSN: 2548-8570
  12. Y. Saragih, I. Setyawan, E. Sediyono, R.M.Z. Lawang, Evaluation of Government Policy and Analysis of Quality Mobile Communications Network of FWA-CDMA with Low Cost for Rural Areas in Indonesia, ARPN Journal of Engineering and Applied Sciences, Vol. 12, No. 7, pp. 2235 — 2241, ISSN: 1819-6608
  13. Y. Saragih, I. Setyawan, E. Sediyono, R.M.Z. Lawang, Kebijakan Pemerintah tentang Kelayakan Fixed-Wireless Access-CDMA (FWA-CDMA) untuk Komunikasi Murah di Pedesaan, Jurnal Ilmu dan Aplikasi Teknik Barometer, Vol. 2, No. 1, 2017, ISSN: 2549-9041
  14. Y. Saragih, R.M.Z. Lawang, I. Setyawan, E. Sediyono, Potensi FWA (Fixed Wireless Access)-CDMA Mendukung Program Pemerintah Indonesia dalam Wilayah USO (Universal Service Obligation), JREC Journal of Electrical and Electronics, Vol. 4, No. 2, 2016, pp. 86 — 95, ISSN: 2302-5883
  15. E. Anggriyono, I. Setyawan, I.K. Timotius, Pemanfaatan Metode Template Matching untuk Face Tracking secara Real Time di Ruang Tertutup, Jurnal Ilmiah Techné, Vol. 14, No. 2, 2015, pp. 147—156, ISSN: 1412-8292
  16. K. Widiyoko and I. Setyawan, Perbandingan Penggunaan Mean Lokal, Median Lokal dan Invarians Statistik Koefisien DCT dalam Perancangan Image Hashing, Jurnal Ilmiah Techné, Vol. 13, No. 2, 2014, pp. 205—212, ISSN: 1412-8292
  17. K.W. Halauw, I. Setyawan and F.D. Setiaji, Sistem Pengoreksi Lembar Jawab Pilihan Ganda berbasis Citra menggunakan Webcam, Jurnal Cybermatika, Vol. 2, No. 1, 2014, pp. 7—12, ISSN:2338-6525
  18. D. Christian, I.K. Timotius and I. Setyawan, Sistem Pengenal Arah Pandang Mata pada Pengendara Mobil, Jurnal Ilmiah Techné, Vol. 13, No. 1, 2014, pp. 29—35, ISSN: 1412-8292
  19. J.K. Chandra, I.K. Timotius and I. Setyawan, Sistem Pendeteksi Orang Tergeletak berbasis sebuah Kamera Pengawas dengan menggunakan metode Template Matching, Jurnal Cybermatika, Vol. 1, No. 2, 2013, pp. 1—5, ISSN: 2338-6525
  20. T.L. Hartono, F.D. Setiaji and I. Setyawan, Alat Bantu Analisis Heart Rate Variability, Jurnal Ilmiah Techné, Vol. 12,  No. 2, 2013, pp. 141—157, ISSN: 1412-8292
  21. H. Setiawan, I. Setyawan and S. Nugroho, Implementasi Penterjemah Kode Isyarat Tangan menggunakan Analisis Deteksi Tepi pada ARM11 OK6410B, Jurnal Ilmiah Techné, Vol. 12,  No. 2, 2013, pp. 159—166, ISSN: 1412-8292
  22. A.A.D. Ridwan, I.K. Timotius and I. Setyawan, Pengenalan Gender memanfaatkan Wajah Manusia dengan menggunakan Metode Klasifikasi Nearest Neighbor, Jurnal Ilmiah Techné, Vol. 12,  No. 1, 2013, pp. 45—51, ISSN: 1412-8292
  23. R. Lionnie, I.K. Timotius and I. Setyawan, Performance Comparison of Several Pre-Processing Methods in a Hand Gesture Recognition System based on Nearest Neighbor for Different Background Conditions, ITB Journal of Information and Communication Technology, Vol. 6, No. 3, 2012, pp. 183—194, ISSN:1978-3086
  24. I. Setyawan and I.K. Timotius, A Frontal and Profile Face Detection System using a Modified Schneiderman-Kanade Method, Radiomatics Journal on Communications Engineering, Vol. 3, No. 1, 2012, pp. 34—40, ISSN: 1693-5152
  25. K. Ananta, I. Setyawan and I.K. Timotius, Pengaruh Pemakaian Edge Detection pada Sistem Pengenalan Huruf Kapital Tulisan Tangan, Jurnal Teknik dan Ilmu Komputer, Vol. 1, No. 3, 2012, pp. 257—264, ISSN: 2089-3647
  26. E. Royce, I.K. Timotius and I. Setyawan, Sistem Pendeteksi Senyum berdasarkan Metode Edge Detection, Histogram Equalization dan Nearest Neighbor, Jurnal Ilmiah Techné, Vol. 11,  No. 1, 2012, pp. 75—82, ISSN: 1412-8292
  27. I. Setyawan, I.K. Timotius and A.A. Febrianto, Frontal Face Detection using Haar Wavelet Coefficients and Local Histogram Correlation, ITB Journal of Information and Communication Technology, Vol. 5, No. 3, 2011, pp. 161—176, ISSN:1978-3086
  28. I. Setyawan and I.K. Timotius, A Frontal Pose Face Detection and Classification System based on Haar Wavelet Coefficients and Support Vector Machine, International Journal of Information and Electronics Engineering, Vol. 1, No. 3, 2011, pp. 276—280, ISSN:2010-3719
  29. R. Lionnie, I. Setyawan, I.K. Timotius, Penggunaan Transformasi Wavelet dalam Sistem Pengenalan Isyarat Tangan dengan Beberapa Kombinasi Pra Proses, Jurnal Ilmiah Techné, Vol. 10, No. 2, 2011, pp. 125—136, ISSN: 1412-8292
  30. I.K. Timotius, I. Setyawan, and A.A. Febrianto, Two-Class Classification with Various Characteristics based on Kernel Principal Component Analysis and Support Vector Machines, Makara Seri Teknologi, Vol. 15, No. 1, pp. 96—100, April 2011, ISSN: 1693-6698
  31. I. Setyawan, Perceptual Quality of Geometrically Distorted Images, Part II: Human Perception of the  Quality of Geometrically Distorted Images, Jurnal Ilmiah Techné, Vol. 9, No. 1, 2010, pp. 13—39, ISSN:1412-8292
  32. I.K. Timotius, I. Setyawan, A.A. Febrianto, Face Recognition between Two Person using Kernel Principal Component Analysis and Support Vector Machines, International Journal on Electrical Engineering and Informatics, Vol.2, No. 1, 2010, pp. 53 – 61, ISSN:2085-6830
  33. I. Setyawan, Perceptual Quality of Geometrically Distorted Images Part I: The Homogeneity-based Perceptual Quality Measurement (HPQM), Jurnal Ilmiah Techné, Vol. 8, No. 2, 2009, pp. 59 – 76, ISSN:1412-8292
  34. Y. Santoso, I. Setyawan, V.N. Papilaya, Penerapan Kamera Web sebagai Pendeteksi Gerakan dengan Antar Muka DirectShow, Jurnal Makara UI, Vol. 13, No. 1, 2009, pp. 15—18, ISSN:1693-6698
  35. I. Setyawan, Improving Watermark Robustness against Geometric Transformation Attack, Jurnal Ilmiah Techné, Vol. 8, No. 1, 2009, pp. 31 – 57, ISSN:1412-8292
  36. I. Setyawan, A. Dharmalim, Reversible Data Hiding, Jurnal Ilmiah Techné, Vol. 7, No. 1, 2008, pp. 15—33, ISSN:1412-8292
  37. I. Setyawan, D. Utomo, Senfrie, Aplikasi Presentasi menggunakan Penggerak Kursor dengan Kamera Video sebagai Perangkat Masukan, Jurnal Ilmiah Techné, Vol. 6, No. 2, 2007, pp. 71—86, ISSN:1412-8292
  38. I. Setyawan, A Digital Watermarking Application: Watermarking Low Bit-rate MPEG Video, Jurnal Ilmiah Techné, Vol. 5, No. 2, 2006, pp. 53—68, ISSN:1412-8292
  39. I. Setyawan, An Introduction to Digital Watermarking, Jurnal Ilmiah Techné, Vol. 4, No. 1, 2005, pp. 1—17, ISSN:1412-8292
  40. G.C. Langelaar, I. Setyawan, R.L. Lagendijk, Watermarking Digital Image and Video Data: A State-of-the-Art Overview, IEEE Signal Processing Magazine, September 2000, Vol. 17, No. 5, ISSN 1053-5888, pp. 20-46

Conference Proceedings

  1. Q. Aini, H. D. Purnomo, I. Setyawan, D. Manongga, Hendry, U. Rahardja, I. Sembiring, S. Maulana, The Effect of Perceived Costs on Blockchain Adoption Intention: an Empirical Study, Proc. 2023 11th International Conference on Cyber and IT Service Management (CITSM 2023), Makassar, November 10—11, 2023, pp. 360 — 365
  2. I.A. Supriyono, E. Sediyono, I. Setyawan, I.K. Timotius, M. Madani, Green Energy Harvest Monitoring of Watering System for Smart Farming Using IoT, Proc. 2023 11th International Conference on Cyber and IT Service Management (CITSM 2023), Makassar, November 10—11, 2023, pp. 432 — 437
  3. J.C. Marutotamtama, I. Setyawan, Handoko, Face Recognition and Face Spoofing Detector for Attendance System, Proc. 2022 International Seminar on Research of Information Technology and Information Systems (ISRITI 2022), Yogyakarta, December 8—9, 2022, pp. 683—688
  4. I.A. Supriyono, E. Sediyono, I. Setyawan, D.J. Managas, D.P. Kristiadi, N.A. Santoso, T. Nurhaeni, Implementation Public Address System Design Based on Audio Over Ethernet (AoE), Proc. 2022 Creative Communication and Innovative Technology (ICCIT 2022), Jakarta, November 22 — 23, 2022
  5. A.B. Handoko, V.C. Putra, I. Setyawan, D. Utomo, J. Lee, I.K. Timotius, Evaluation of YOLO-X and MobileNetV2 as Face Mask Detection Algorithms, Proc. 2022 IEEE Industrial Electronics and Applications Conference (IEACon 2022), Kuala Lumpur (Virtual), October 3—4, 2022, pp. 105—110
  6. O. Octaria, D. Manongga, A. Iriani, H.D. Purnomo, I. Setyawan, Mining Opinion Based on Tweets about Student Exchange with Tweepy and TextBlob, Proc. 2022 9th International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE 2022), Semarang, August 25—26, 2022, pp. 102–106
  7. D.K. Larasati, I. Setyawan, A.A. Febrianto, Automatic Stop Line Violations Detection using Histogram of Oriented Gradients and Support Vector Machine, Proc. 2022 5th International Conference on Information and Communications Technology (ICOIACT 2022), Jogjakarta, August 24—25, 2022, pp. 361—366
  8. M.R. Pribadi, D. Manongga, H.D. Purnomo, I. Setyawan, Hendry, Sentiment Analysis of the PeduliLindungi on Google Play using the Random Forest Algorithm with SMOTE, Proc. 2022 International Seminar on Intelligent Technology and its Applications (ISITIA 2022), Surabaya, July 20—21, 2022, pp. 115—119
  9. S.O. Ngesthi, I. Setyawan, I.K. Timotius, The Effect of Partial Fine Tuning on AlexNet for Skin Lesions Classification, Proc. 13th International Conference on Information Technology and Electrical Engineering (ICITEE 2021), Chiang Mai, October 14—15, 2021, pp. 253—258
  10. J.C. Marutotamtama, I. Setyawan, Physical Distancing Detection using YOLO v3 and Bird’s Eye View Transform, Proc. 2nd International Conference on Innovative and Creative Information Technology (ICITech 2021), Salatiga, September 23—25, 2021, pp. 50—56
  11. D.K. Larasati, I. Setyawan, Detection of Stop Line Violations using the Hough Transform, Proc. 2nd International Conference on Innovative and Creative Information Technology (ICITech 2021), Salatiga, September 23—25, 2021, pp. 7—13
  12. S.O. Ngesthi, I. Setyawan, Optimized Deep Transfer Learning for Covid-19 Screening using Chest X-Ray Image, Proc. 3rd International Conference on Information and Communications Technology (ICOIACT 2020), Yogyakarta, November 24—25, 2020, pp. 342—347
  13. M.A. Suwignyo, I. Setyawan, B.W. Yohanes, Parking Space Detection using Quaternionic Local Ranking Binary Pattern, Proc. 3rd International Seminar on Application for Technology of Information and Communication (iSemantic 2018), Semarang, September 21—22, 2018, pp. 351—355
  14. B.W. Yohanes, R.D. Airlangga, I. Setyawan, Real Time Face Recognition Comparison using Fisherfaces and Local Binary Pattern, Proc. 4th International Conference on Science and Technology (ICST 2018), Yogyakarta, August 7—8, 2018
  15. A. Cornelia, I. Setyawan, G. Dewantoro, Face Anti-spoofing Method based on Quaternionic Local Ranking Binary Pattern Features, Proc. 2nd International Conference on Signal and Systems (ICSigSys 2018), Bali, May 1—3, 2018
  16. G. Damanik, I. Setyawan, R. Lawang, D.D. Kameo, Sattelite Deployment Strategy for an Archipelagic State: The Case of Indonesia, Proc. 11th International Conference on Telecommunication Systems, Services and Applications (TSSA 2017), Lombok, October 26—27, 2017, pp. 1—6
  17. A. Cornelia, I. Setyawan, Ball Detection Algorithm for Robot Soccer based on Contour and Gradient Hough Circle Transform, Proc. 4th International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE 2017), Semarang, October 18—19, 2017, pp. 132—137
  18. S.B.W.T. Hatmaja, S. Nugroho, I. Setyawan, Stationary Obstacle Detection using Pyramidal Lucas Kanade Optical Flow, Proc. 15th International Conference on Quality in Research (QiR 2017), Nusa Dua, July 24—27 2017, pp. 474—478
  19. G. Damanik, I. Setyawan, D. Kameo, Satellite Deployment through Two-layer Model to Solve National Supply and Demand Gap of Capacity in Indonesia, Proc. 2nd International Conference on Wireless and Telematics (ICWT 2016), Yogyakarta, August 1—2, 2016, pp. 31—35
  20. I. Setyawan, I.K. Timotius and M. Kalvin, Automatic Batik Motifs Classification using Various Combinations of SIFT Features Moments and k-Nearest Neighbor, Proc. 7th International Conference on Information Technology and Electrical Engineering (ICITEE 2015), Chiang Mai, October 29—30, 2015, pp. 269—274
  21. I. Setyawan and I.K. Timotius, Spatio-Temporal Digital Video Hashing using Edge Orientation Histogram and Discrete Cosine Transform, International Conference on Information Technology Systems and Innovation (ICITSI 2014), Bandung, November 2014, pp. 111—115
  22. I.K. Timotius and I. Setyawan, Using Edge Orientation Histograms in Face-based Gender Classification, International Conference on Information Technology Systems and Innovation (ICITSI 2014), Bandung, November 2014, pp. 93—98
  23. E. Royce, I. Setyawan and I.K. Timotius, Smile Recognition System based on Lip Corners Identification, Proc. 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE 2014), Semarang, November 8, 2014, pp. 221—224
  24. B.S. Prakoso, I.K. Timotius and I. Setyawan, Palmprint Identification for User Verification based on Line Detection and Local Standard Deviation, Proc. 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE 2014), Semarang, November 8, 2014, pp. 153—157
  25. I. Setyawan and I.K. Timotius, Digital Image Hashing using Local Histogram of Oriented Gradients, Proc. 6th International Conference on Information Technology and Electrical Engineering (ICITEE 2014), Yogyakarta, October 7—8, 2014, pp. 75—78
  26. I.K. Timotius and I. Setyawan, Evaluation of Edge Orientation Histograms in Smile Detection, Proc. 6th International Conference on Information Technology and Electrical Engineering (ICITEE 2014), Yogyakarta, October 7—8, 2014, pp. 85—89
  27. I. Setyawan and I.K. Timotius, Content-dependent Spatio-Temporal Video Watermarking using 3-Dimensional Discrete Cosine Transform, Proc. 5th International Conference on Information Technology and Electrical Engineering (ICITEE 2013), Yogyakarta, October 7—8, 2013, pp. 79—83
  28. I.K. Timotius and I. Setyawan, Using Estimated Arithmetic Means of Accuracies to Select Features for Face-based Gender Classification, Proc. 5th International Conference on Information Technology and Electrical Engineering (ICITEE 2013), Yogyakarta, October 7—8, 2013, pp. 242—247
  29. H. Setiawan, I. Setyawan and S. Nugroho, Hand Gesture Recognition using Optimized Neural Network Shape Fitting on ARM11, Proc. 5th International Conference on Information Technology and Electrical Engineering (ICITEE 2013), Yogyakarta, October 7—8, 2013, pp. 131—136
  30. I. Setyawan and I.K. Timotius, Content-dependent Image Watermarking using Local Gray-Level Co-occurrence Matrix Texture Features, Proc. 2nd Int. Conference on Control, Systems & Industrial Informatics (ICCSII 2013), Bandung, June 23—26, 2013, pp. 95—98, ISBN: 978-1-4673-5816-3
  31. A.A.D. Ridwan, I. Setyawan and I.K. Timotius, Performance Comparison between Principal Component Analysis and Linear Discriminant Analysis in a Gender Recognition System, Proc. 2nd Int. Conference on Control, Systems & Industrial Informatics (ICCSII 2013), Bandung, June 23—26, 2013, pp. 105—109, ISBN: 978-1-4673-5816-3
  32. I. Setyawan and I.K. Timotius, Facial Region Watermarking Robust against Rotation, Scaling and Translation Attacks, Proc. SPIE 8768, 4th International Conference on Graphic and Image Processing (ICGIP 2012), 876837, Singapore, October 5—7, 2012, ISBN: 978-0-8194-9566-2
  33. I.K. Timotius and I. Setyawan, Hand Gesture Recognition Based on Motion History Images for a Simple Human-Computer Interaction System, Proc. SPIE 8768, 4th International Conference on Graphic and Image Processing (ICGIP 2012), 87684M, Singapore, October 5—7, 2012, ISBN: 978-0-8194-9566-2
  34. I. Setyawan, A.F. Putra, I.K. Timotius, and A.A. Febrianto, Face Recognition using Kernel Fisher’s Discriminant Analysis and Nearest Neighbor, International Conference on Telematics System, Services, and Application (TSSA 2011), Denpasar, October 20—21, 2011, pp. 8—10, ISBN: (CD) 978-1-4673-0180-0 (Proc) 978-1-4577-1440-5
  35. I.K. Timotius, T.C. Linasari, I. Setyawan, and A. A. Febrianto, Face Recognition using Support Vector Machines and Generalized Discriminant Analysis, International Conference on Telematics System, Services, and Application (TSSA 2011), Denpasar, October 20—21, 2011, pp. 5—7, ISBN: (CD) 978-1-4673-0180-0 (Proc) 978-1-4577-1440-5
  36. I. Setyawan, Y. Wibowo, I.K. Timotius, and A.A. Febrianto, A Human Face Detection System Based on Schneiderman-Kanade Method, International Conference on Telematics System, Services, and Application (TSSA 2011), Denpasar, October 20—21, 2011, pp. 1—4, ISBN: (CD) 978-1-4673-0180-0 (Proc) 978-1-4577-1440-5
  37. I. Setyawan, I.K. Timotius, A.A. Febrianto, A Face Detection and Classification System using Haar Wavelet Coefficients and Support Vector Machine, Proceedings of the 1st International Conference on Signal and Information Processing (ICSIP), Singapore, October 14—15, 2011, pp.577—581, ISBN: 978-0-7918-5984-1
  38. R. Lionnie, I.K. Timotius, I. Setyawan, An Analysis of Edge Detection as a Feature Extractor in a Hand Gesture Recognition System based on Nearest Neighbor, Proceedings of the 3rd International Conference on Electrical Engineering and Informatics (ICEEI 2011), 2011, Bandung, Indonesia, pp. 886—889, ISBN: 978-1-4577-0750-6
  39. I. Setyawan, I.K. Timotius, A.A. Febrianto, Face Detection System using 1-dimensional Haar Wavelet Transform Coefficients, Proceedings of the 6th International Conference on Information & Communication Technology and Systems, Surabaya, September 28, 2010,  pp. VI-35 – VI-40, ISSN:2085-1944
  40. I. Setyawan, A.A. Febrianto, I.K. Timotius, Perceptual Quality Evaluation of the Seam Carving Method,  Proceedings of the 6th International Conference on Information & Communication Technology and Systems, Surabaya, September 28, 2010, pp. VI-41 – VI-46, ISSN:2085-1944
  41. T.C. Linasari, I. Setyawan, I.K. Timotius, A.A. Febrianto, An Implementation of Support Vector Machines and Generalized Discriminant Analysis on Iris and Hepatitis Datasets, Proceedings of the 6th International Conference on Information & Communication Technology and Systems, Surabaya, September 28, 2010, pp. VI-47 – VI-52, ISSN:2085-1944
  42. I.K. Timotius, I. Setyawan, A.A. Febrianto, Face Recognition for Group Classification based on Kernel Principal Component Analysis and Support Vector Machines, Proceedings of the 6th International Conference on Information & Communication Technology and Systems, Surabaya, September 28, 2010, pp. VI-53 – VI-56, ISSN:2085-1944
  43. D. Santoso, D. Utomo, I. Setyawan, Rekayasa Alat Pendeteksi Aliran Darah dengan Prinsip Doppler untuk Operasi Wasir dengan Teknik DG-HAL,  Prosiding Seminar Nasional Teknologi Industri, 2010, Universitas Trisakti, Jakarta
  44. I. K. Timotius, I. Setyawan, A. A. Febrianto, An Implementation of Support Vector Machines on Iris Data Set, Proceedings of The 5th International Conference on Telematics System, Services and Applications, Bandung, 2009, pp 39—41, ISSN:1693-993x
  45. I. Setyawan, R.L. Lagendijk, Perceptual Quality Impact of Geometric Distortions in Images, in the Proceedings of the Twenty-Fifth Symposium on Information Theory in the Benelux, Kerkrade, The Netherlands, 2004
  46. I. Setyawan, R.L. Lagendijk, Human Perception of Geometric Distortions in Images, in the Proceedings of SPIE, Security, Steganography and Watermarking of Multimedia Contents VI, Vol. 5306, San Jose, USA, 2004
  47. J. Lichtenauer, I. Setyawan, R.L. Lagendijk, Hiding Correlation-Based Watermark Templates using Secret Modulation, in the Proceedings of SPIE, Security, Steganography and Watermarking of Multimedia Contents VI, Vol. 5306, San Jose, USA, 2004
  48. I. Setyawan, D. Delannay, B. Macq, R.L. Lagendijk, Perceptual Quality Evaluation of Geometrically Distorted Images using Relevant Geometric Transformation Modeling, in the Proceedings of SPIE, Security and Watermarking of Multimedia Contents V, Vol. 5020, Santa Clara, USA, 2003, pp. 85-94
  49. J. Lichtenauer, I. Setyawan, R.L. Lagendijk, T. Kalker, Exhaustive Geometrical Search and the False Positive Watermark Detection Probability, in the Proceedings of SPIE, Security and Watermarking of Multimedia Contents V, Vol. 5020, Santa Clara, USA, 2003, pp. 203-214
  50. P.J.O. Doets, I. Setyawan, R.L. Lagendijk, Complexity-Scalable Compensation of Geometrical Distortions in Image Watermarking, in the Proceedings of ICIP 2003, Barcelona, Spain, 2003
  51. I. Setyawan, D. Delannay, B. Macq, R.L. Lagendijk, Assessing the Visual Quality of Geometrically Distorted Images, in the Proceedings of the Ninth Annual Conference of the Advanced School in Computing and Imaging, Heijen, The Netherlands, 2003, pp. 93-100
  52. J. Lichtenauer, I. Setyawan, R.L. Lagendijk, T. Kalker, False Positive Watermark Detection Behavior in Exhaustive Geometrical Searches, in the Proceedings of the Ninth Annual Conference of the Advanced School in Computing and Imaging, Heijen, The Netherlands, 2003, pp. 238-245
  53. P.J.O. Doets, I. Setyawan, R.L. Lagendijk, Spatial Resynchronization in Image Watermarking using Complexity-scalable Transformations, in the Proceedings of the Ninth Annual Conference of the Advanced School in Computing and Imaging, Heijen, The Netherlands, 2003, pp. 35-42
  54. D. Delannay, I. Setyawan, R.L. Lagendijk, B. Macq, Relevant Modeling & Comparison of Geometric Distortions in Watermarking Systems, in the Proceedings of SPIE, Application of Digital Image Processing XXV, Vol. 4790, Seattle, USA, 2002, pp. 200-210
  55. I. Setyawan, G. Kakes, R.L. Lagendijk, Synchronization-insensitive Video Watermarking using Structured Noise Pattern, in the Proceedings of SPIE, Security and Watermarking of Multimedia Contents IV, Vol. 4675, San Jose, USA, 2002, pp. 520-529
  56. I. Setyawan, G. Kakes, R.L. Lagendijk, Video Watermarking using Coloured Noise Pattern Insensitive to Spatial Synchronization, in the Proceedings of the Eighth Annual Conference of the Advanced School in Computing and Imaging, Lochem, The Netherlands, 2002, pp. 186-193
  57. I. Setyawan, R.L. Lagendijk, Extended Differential Energy Watermarking (XDEW) algorithm for low bit-rate video watermarking, in the Proceedings of the Seventh Annual Conference of the Advanced School in Computing and Imaging, Heijen, The Netherlands, 2001, pp. 202-209
  58. I. Setyawan, R.L. Lagendijk, Low bit-rate video watermarking using temporally extended Differential Energy Watermarking (DEW) algorithm, In the Proceedings of SPIE, Security and Watermarking of Multimedia Contents III, Vol. 4314, 2001, pp. 73-84

Thesis & Technical Reports

  1. I. Setyawan, Geometric Distortion in Image and Video Watermarking: Robustness and Perceptual Quality Impact, Ph.D. thesis, Technische Universiteit Delft, ISBN: 90-9017826-0, 135 pp., 2004, R.L. Lagendijk, advisor
  2. R.L. Lagendijk, I. Setyawan, Digital Watermark Benchmarking: Requirements and Technical Issues, Technical Report, Information and Communication Theory Group, Tecnische Universiteit Delft, 2000
  3. I. Setyawan, Attacks on Watermarking Systems, Technical Report, Information and Communication Theory Group, Technische Universiteit Delft, 2000
  4. I. Setyawan, Pengkodean Video dengan Laju Bit Rendah menggunakan Encoder H.263 yang Dimodifikasi (Low Bit-rate Video Coding using a Modified H.263 Encoder), Master’s Thesis, Institut Teknologi Bandung, 1999, S. Tjondronegoro, advisor
  5. I. Setyawan, Pengenalan Bunyi Alat Musik menggunakan Jaringan Syaraf Tiruan Model Self-Organizing Map (Sound-based Recognition of Musical Instruments using Artificial Neural Networks), Final Project, Institut Teknologi Bandung, 1996, K. Sumintapura & Albarda, advisors

Magazines

  1. I. Setyawan, Digital Watermarking: A Picture can Hide a Thousand Words, BERSAINS, Volume 1 (2016), pp. 19—26, ISSN: 2477-8567
  2. I. Setyawan, Membuat Animasi pada File PDF menggunakan LaTeX, InfoLinux Edisi 05/2009, Mei 2009, pp. 54—60
  3. I. Setyawan, Membuat Gambar dalam Dokumen LaTeX menggunakan Paket TGF/TikZ, InfoLinux Edisi 12/2008, Desember 2008, pp. 58—63
  4. I. Setyawan, Presentasi menggunakan LaTeX dan PowerDot, InfoLinux Edisi 03/2008, Maret 2008, pp. 58—62