Zahir, Nur Zahira Mohamed and Hashim, Suhaizal and Rahman, Khairul Anuar Abdul and Zulkifli, Nurul Nadwa and Riyadi, Slamet and Siswantoro, Joko (2025) Unveiling Effective CSCL Constructs for STEM Education in Malaysia and Indonesia. Journal of Advanced Research in Applied Sciences and Engineering Technology, 46 (1). pp. 97-106. ISSN 2462-1943
Naufal, Mohammad Farid and Siswantoro, Joko and Soebroto, Juan Timothy (2024) Transliterating Javanese Script Images to Roman Script using Convolutional Neural Network with Transfer Learning. International Journal on Informatics Visualization, 8 (3). pp. 1460-1468. ISSN 2549-9610; E-ISSN 2549-9904
Siswantoro, Joko and Rahmadiarto, Januar and Naufal, Mohammad Farid (2024) Facial Expression Recognition to Detect Student Engagement in Online Lectures. Teknika, 13 (2). pp. 226-232. ISSN 2549-8037, E-ISSN 2549-8045
Siswantoro, Joko (2024) Enhanced Support Vector Machine Based on Grey Wolf Optimizer for Fruits Image Classification using MPEG-7 Color and Texture Features Fusion. International Journal of Intelligent Engineering and Systems, 17 (3). pp. 1-11. ISSN 2185-3118
Sebayang, A.H. and Kusumo, Fitranto and Milano, Jassinnee and Shamsuddin, A.H. and Silitonga, A.S. and Ideris, F. and Siswantoro, Joko and Veza, Ibham and Mofijur, M. and Chia, Shir Reen (2023) Optimization of biodiesel production from rice bran oil by ultrasound and infrared radiation using ANN-GWO. Fuel, 346. p. 128404. ISSN 0016-2361
Sunaryono, Dwi and Siswantoro, Joko and Raharjo, Agus Budi and Ridho, Rafif and Sarno, Riyanarto and Sabilla, Shoffi Izza and Susilo, Rahadian Indarto (2023) Optimized One-Dimension Convolutional Neural Network for Seizure Classification from EEG Signal based on Whale Optimization Algorithm. International Journal of Intelligent Engineering and Systems, 16 (3). pp. 310-322. ISSN 2185-310X; E-ISSN:2185-3118
Naufal, Mohammad Farid and Siswantoro, Joko and Wicaksono, Muhammad Ghifari Kusuma (2023) Klasifikasi Tulisan Tangan Pada Resep Obat Menggunakan Convolutional Neural Network. Techno.com, 22 (2). pp. 508-526. ISSN 1412-2693, e-ISSN : 2356-2579
Sugiarto, David and Siswantoro, Joko and Naufal, Mohammad Farid and Idrus, Bahari (2023) Mobile Application for Medicinal Plants Recognition from Leaf Image Using Convolutional Neural Network. Indonesian Journal of Information Systems (IJIS), 5 (2). pp. 43-56. ISSN 2623-0119; E-ISSN 2623-2308
Sunaryono, Dwi and Sarno, Riyanarto and Siswantoro, Joko and Purwitasari, Diana and Sabilla, Shoffi Izza and Susilo, Rahadian Indarto and Akbar, Naufal Rafi (2022) Hybrid One-Dimensional CNN and DNN Model for Classification Epileptic Seizure. International Journal of Intelligent Engineering and Systems, 15 (6). pp. 492-502. ISSN 2185-310X; E-ISSN 2185-3118
Millenia, Jessica and Naufal, Mohammad Farid and Siswantoro, Joko (2022) Melanoma Detection using Convolutional Neural Network with Transfer Learning on Dermoscopic and Macroscopic Images. Journal of Information Systems Engineering and Business Intelligence, 8 (2). pp. 149-160. ISSN 2443-2555 (online) 2598-6333 (print)
Sunaryono, Dwi and Sarno, Riyanarto and Siswantoro, Joko and Raharjo, Agus Budi and Sabilla, Shoffi Izza and Susilo, Rahadian Indarto and Rekha, Kana (2022) Enhanced Salp Swarm Algorithm Based On Convolutional Neural Network Optimization For Automatic Epilepsy Detection. Journal of Theoretical and Applied Information Technology, 100 (19). pp. 5615-5623. ISSN 1817-3195
Averina, Anasthasya and Hadi, Helen and Siswantoro, Joko (2022) Analisis Sentimen Multi-Kelas Untuk Film Berbasis Teks Ulasan Menggunakan Model Regresi Logistik. Teknika, 11 (2). pp. 123-128. ISSN 2549-8037, EISSN 2549-8045
Siswantoro, Joko and Asmawati, Endah and Siswantoro, M. Z. F. N (2022) A rapid and accurate computer vision system for measuring the volume of axi-symmetric natural products based on cubic spline interpolation. Journal of Food Engineering, 333. p. 111139.
Sunaryono, Dwi and Siswantoro, Joko and Anggoro, Radityo (2021) An android based course attendance system using face recognition. Journal of King saud University-Computer and Information Sciences, 33 (3). pp. 304-312.
Sunaryono, Dwi and Siswantoro, Joko and Anggoro, Radityo (2021) An android based course attendance system using face recognition. Journal of King Saud University - Computer and Information Sciences, 33 (3). pp. 304-312. ISSN 1319-1578
Siswantoro, Joko and Arwoko, Heru and Widiasri, Monica (2020) Indonesian fruits classification from image using MPEG‐7 descriptors and ensemble of simple classifiers. Journal of Food Process Engineering, 43 (4). pp. 1-13. ISSN 1745-4530
Silitonga, Arridina Susan and Shamsuddin, Abd Halim and Mahlia, Teuku Meurah Indra and Milano, Jassinnee and Kusumo, Fitranto and Siswantoro, Joko and Dharma, S. and Sebayang, A. H. and Masjuki, H. H. and Ong, Hwai Chyuan (2020) Biodiesel synthesis from Ceiba pentandra oil by microwave irradiation-assisted transesterification: ELM modeling and optimization. Renewable Energy, 146. pp. 1278-1291.
Widiasri, Monica and Santoso, Liem Peter and Siswantoro, Joko (2019) Computer vision system in measurement of the volume and mass of egg using the disc method. IOP Conference Series: Materials Science and Engineering, 703 (012050). pp. 1-6.
Siswantoro, Joko and Arwoko, Heru and Widiasri, Monica (2019) Image based indonesian fruit recognition using MPEG-7 color structure descriptor and k-nearest neighbor. Proceedings Book Enhancing Engineering Innovation Towards A Greener Future: InCITE 2019 International Conference on Informatics, Technology, and Engineering 22-23 August 2019. D84-D90. ISSN 2686-5955
Ong, Hwai Chyuan and Milano, Jassinnee and Silitonga, Arridina Susan and Hassan, Masjuki Haji and Shamsuddin, Abd Halim and Wang, Chin-Tsan and Mahlia, Teuku Meurah Indra and Siswantoro, Joko and Kusumo, Fitranto and Sutrisno, Joko (2019) Biodiesel production from Calophyllum inophyllum-Ceiba pentandra oil mixture: Optimization and characterization. Journal of Cleaner Production, 219. pp. 183-198. ISSN 0959-6526
Siswantoro, Joko (2019) Application of Color and Size Measurement in Food Products Inspection. Indonesian Journal of Information Systems (IJIS), 1 (2). pp. 90-107. ISSN Online: 2623-2308; Print ISSN: 2623-0119
Sabilla, Shoffi Izza and Sarno, Riyanarto and Siswantoro, Joko (2017) Estimating Gas Concentration using Artificial Neural Network for Electronic Nose. Procedia Computer Science, 124. pp. 181-188. ISSN 1877-0509
Kusumo, F and Silitonga, A S and Ong, Hwai Chyuan and Siswantoro, Joko and Mahlia, T M I (2017) Optimization of transesterification process for Ceiba pentandra oil: A comparative study between kernel-based extreme learning machine and artificial neural networks. Energy, 134. pp. 24-34. ISSN 0360-5442
Siswantoro, Joko and Prabuwono, Anton Satria and Abdullah, Azizi and Bahari, Idrus (2017) Hybrid Neural Network and Linear Model for Natural Produce Recognition Using Computer Vision. Journal ICT Research and Applications, 11 (2). pp. 184-198. ISSN 2338-5499
Siswantoro, Joko and Prabuwono, Anton Satria and Abdullah, Azizi and Idrus, Bahari (2016) A linear model based on Kalman filter for improving neural network classification performance. Expert Systems with Applications, 49 (1). pp. 112-122. ISSN 0957-4174
Siswantoro, Joko and Prabuwono, Anton Satria and Abdullah, Azizi (2015) Pembangunan Kotak Pembatas 3D dari Beberapa Citra. Prosiding Seminar Nasional Teknologi Informasi dan Multimedia 2015 (SNASTIA 2015). pp. 168-172. ISSN 1979-3960
Prabuwono, Anton Satria and Siswantoro, Joko and Abdullah, Azizi (2015) Natural Produce Classification Using Computer Vision Based on Statistical Color Features and Derivative of Radius Function. Applied Mechanics and Materials, 771. pp. 242-247. ISSN 1662-7482
Siswantoro, Joko and Prabuwono, Anton Satria and Abdullah, Azizi and Idrus, Bahari (2014) Monte Carlo Method with Heuristic Adjustment for Irregularly Shaped Food Product Volume Measurement. The Scientific World Journal .
Siswantoro, Joko and Prabuwono, Anton Satria and Abdulah, Azizi (2012) KERANGKA KERJA PENENTUAN VOLUME TELUR MENGGUNAKAN COMPUTER VISION DAN ATURAN SIMPSON. Prosiding Seminar Nasional Teknologi Informasi dan Multimedia 2012 (SNASTIA 2012), 3. C12-C16. ISSN 1979-3960
Siswantoro, Joko and Asmawati, Endah (2017) A New Framework for Measuring Volume of Axisymmetric Food Products using Computer Vision System Based on Cubic Spline Interpolation. In: 2016 2nd International Conference on Science in Information Technology (ICSITech). IEEE. ISBN 978-1-5090-1721-8
Siswantoro, Joko and Prabuwono, Anton Satria and Abdullah, Azizi (2013) Real world coordinate from image coordinate using single calibrated camera based on analytic geometry. In: Soft Computing Applications and Intelligent Systems. Springer Berlin Heidelberg, Gewerbestrasse 11, 6330 Cham, Switzerland , pp. 1-11. ISBN 978-3-642-40567-9
Siswantoro, Joko and Abdullah, Azizi and Prabuwono, Anton Satria and Idrus, Bahari (2022) Sistem Penglihatan Komputer : Pengukuran Isipadu Produk Secara Kaedah Monte Carlo. Other. Penerbit Universiti Kebangsaan Malaysia.
Siswantoro, Joko and Savitri, Wina Dian (2019) Pengukuran Properti Fisik Daun Menggunakan Sistem Visi Komputer untuk Pemantaun Pertumbuhan Tanaman: Laporan Akhir Penelitian Kompetitif Penelitian Terapan. Project Report. Universitas Surabaya, Surabaya. (Unpublished)
Siswantoro, Joko and Asmawati, Endah (2017) Pengukuran Volume Produk Makanan Berbentuk Axi-symmetric Menggunakan Sistem Visi Komputer Dua Dimensi Berbasis Interpolasi Spline Kubik: Laporan Akhir Penelitian Kompetitif Penelitian Terapan. Project Report. Universitas Surabaya, Surabaya. (Unpublished)
Siswantoro, Joko and Herlambang, Arif and Iswadi, Hazrul and Juliana, Joice Ruth and Kartikasari, Fitri Dwi and Asmawati, Endah (2011) Modul Pelatihan Olimpiade Nasional Matematika dan Ilmu Pengetahuan Alam Tingkat Perguruan Tinggi (ON MIPA - PT) Bidang Matematika. Manual. Bidang Matematika Departemen MIPA Ubaya, Department of Mathematics and Natural Science. (Unpublished)
Iswadi, Hazrul and Asmawati, Endah and Herlambang, Arif and Juliana, Joice Ruth and Kartikasari, Fitri Dwi and Siswantoro, Joko (2011) Modul Pelatihan Persiapan Olimpiade Matematika SMA. Manual. Bidang Matematika Departemen MIPA Ubaya, Department of Mathematics and Natural Science. (Unpublished)
Sunaryono, Dwi and Siswantoro, Joko and Sarno, Riyanarto and Susilo, Rahadian Indarto and Sabilla, Shoffi Izza (2023) Epilepsy Detection using Combination DWT and Convolutional Neural Networks Based on Electroencephalogram. In: 2023 International Seminar on Intelligent Technology and Its Applications (ISITIA), 26-27 July 2023, Surabaya, Indonesia.
Siswantoro, Joko and Artadana, Ida Bagus Made and Siswantoro, M. Z. F. N (2022) Leaf geometric properties measurement using computer vision system based on camera parameters. In: INTERNATIONAL CONFERENCE ON INFORMATICS, TECHNOLOGY, AND ENGINEERING 2021 (InCITE 2021): Leveraging Smart Engineering, 25 - 26 August 2021, Surabaya, Indonesia (Virtual/Online).
Siswantoro, Joko and Arwoko, Heru and Siswantoro, M. Z. F. N (2020) Fruits Classification from Image using MPEG-7 Visual Descriptors and Extreme Learning Machine. In: The 2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), 10 December 2020, Grand Inna Malioboro Hotel, Yogyakarta.
Widiasri, Monica and Santoso, Liem Peter and Siswantoro, Joko (2019) Computer vision system in measurement of the volume and mass of egg using the disc method. In: International Conference on Informatics, Technology and Engineering 2019, 22-23 Agustus 2019, Bali.
Siswantoro, Joko and Arwoko, Heru and Widiasri, Monica (2019) Image Based Indonesian Fruit Recognition using MPEG-7 Color Structure Descriptor and k-Nearest Neighbor. In: International Conference on Informatics, Technology, and Engineering 2019 (InCITE 2019), August 22-23, 2019, The Anvaya Resort in Denpasar, Bali.
Siswantoro, Joko and Artadana, Ida Bagus Made (2019) Image Based Leaf Area Measurement Method Using Artificial Neural Network. In: 2019 International Conference of Artificial Intelligence and Information Technology (ICAIIT), 13-15 March 2019, Yogyakarta.
Siswantoro, Joko (2018) ESTIMASI BOBOT TELUR MENGGUNAKAN JARINGAN SYARAF TIRUAN BERDASARKAN PROPERTI GEOMETRI DARI CITRA DIGITAL. In: Konferensi Nasional Matematika (KNM) XIX , 24-26 Juli 2018, Universitas Brawijaya Malang.
Siswantoro, Joko and Hilman, M.Y. and Widiasri, Monica (2017) Computer vision system for egg volume prediction using backpropagation neural network. In: International Conference on Informatics, Technology and Engineering 2017 (InCITE 2017), 24-25 August 2017, Bali.
Siswantoro, Joko and Prabuwono, Anton Satria and Abdullah, Azizi and Bahari, Idrus (2016) Automatic Image Segmentation using Sobel Operator and k-Means Clustering: A Case Study in Volume Measurement System for Food Products. In: The 2015 International Conference on Science in Information Technology (ICSITech 2015) , 27-28 Oktober 2015, Yogyakarta.
Siswantoro, Joko and Prabuwono, Anton Satria and Abdulah, Azizi (2012) KERANGKA KERJA PENENTUAN VOLUME TELUR MENGGUNAKAN COMPUTER VISION DAN ATURAN SIMPSON. In: Seminar Nasional Teknologi Informasi dan Multimedia 2012 (SNASTIA 2012), 28 April 2012, Surabaya.
Siswantoro, Joko (2010) AUTOMATIC GRIDDING CITRA MICROARRAY DENGAN MENGGUNAKAN IMAGE THRESHOLDING. In: Konferensi Nasional Matematika XV, 30 Juni-3 Juli 2010, Manado.
Siswantoro, Joko (2010) Automatic Gridding for DNA Microarray Image Using Image Projection Profile. In: The 6th IMT-GT Conference on Mathematics, Statistics and its Applications (ICMSA2010), 3rd to 4th November 2010, Universiti Tunku Abdul Rahman, Kuala Lumpur,.
Iswadi, Hazrul and Asmawati, Endah and Juliana, Joice Ruth and Kartikasari, Fitri Dwi and Siswantoro, Joko and Herlambang, Arif (2017) Kalkulus Edisi Revisi. Media Nusa Creative, Malang. ISBN 978-602-6743-20-6
Herlambang, Arif and Asmawati, Endah and Kartikasari, Fitri Dwi and Siswantoro, Joko and Juliana, Joice Ruth (2012) Matematika Farmasi. BAYUMEDIA PUBLISHING, Malang. ISBN 978-602-7705-31-9
Juliana, Joice Ruth and Siswantoro, Joko and Asmawati, Endah and Herlambang, Arif (2011) Metode Numerik dengan Scilab. BAYUMEDIA PUBLISHING, Malang. ISBN 978-602-9136-57-9
Naufal, Mohammad Farid and Siswantoro, Joko (2022) Modul Praktikum Computer Vision 1604C39G. [Teaching Resource]
Siswantoro, Joko and Naufal, Mohammad Farid and Benarkah, Njoto (2022) Modul Praktikum Machine Learning. [Teaching Resource]
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