Full Name with Title
Prof. Dr. Joko Siswantoro, S.Si., M.Si.
Biography
Prof. Dr. Joko Siswantoro obtained his first degree in mathematics from Airlangga University in 1997 and master degree in applied mathematics from Institut Teknologi Bandung in 2002. He completed his Ph.D. in computer science in 2016 at Universiti Kebangsaan Malaysia. His areas of expertise include data science, machine learning, digital image processing, computer vision, and optimization. His current positions are Professor and Head of Informatics Engineering Department, University of Surabaya. Scopus: http://www.scopus.com/authid/detail.uri?authorId=56192714800 Google Scholar: https://scholar.google.com/citations?user=aexhi0oAAAAJ ResearchGate: https://www.researchgate.net/profile/Joko-Siswantoro
Publication
| Title | Forum |
|---|---|
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Automatic Image Segmentation using Sobel Operator and k-Means Clustering: A Case Study in Volume Measurement System for Food Products October 27, 2015 |
The 2015 International Conference on Science in Information Technology (ICSITech 2015) Yogyakarta Indonesia |
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A New Framework for Measuring Volume of Axisymmetric Food Products using Computer Vision System Based on Spline Cubic Interpolation October 26, 2016 |
2016 2nd International Conference on Science in Information Technology (ICSITech) Gran Senyiur Hotel Jl. A.R.S Mohammad 7 Balikpapan Indonesia |
|
Computer vision system for egg volume prediction using backpropagation neural network August 24, 2017 |
International Conference on Informatics, Technology and Engineering 2017 (InCITE 2017) Discovery Kartika Plaza Hotel Bali Indonesia |
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Estimasi Bobot Telur Menggunakan Jaringan Syaraf Tiruan Berdasarkan Properti Geometri dari Citra Digital July 24, 2018 |
Konferensi Nasional Matematika (KNM) XIX 2018 Universitas Brawijaya Malang Indonesia |
|
Image Based Leaf Area Measurement Method Using Artificial Neural Network March 13, 2019 |
International Conference of Artificial Intelligence and Information Technology (ICAIIT) 2019 Platinum Adisucipto Hotel & Conference Center, Yogyakarta Indonesia |
|
Image Based Indonesian Fruit Recognition using MPEG-7 Color Structure Descriptor and k-Nearest Neighbor August 22, 2019 |
International Conference on Informatics, Technology, and Engineering 2019 (InCITE 2019) The Anvaya Resort in Denpasar, Bali Indonesia |
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Computer Vision System in Measurement of the Volume and Mass of Egg using the Disc Method August 22, 2019 |
InCITE 2019 (International Conference on Informatics, Technology, and Engineering 2019) The Anvaya Beach Resort Bali Indonesia |
|
Fruits Classification from Image using MPEG-7 Visual Descriptors and Extreme Learning Machine December 10, 2020 |
The 2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Virtual (Online) Indonesia |
Courses Taught
| 2026 | |
|---|---|
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| 2025 | |
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Expertise
- Machine Learning
- Deep Learning
- Digital Image Processing
- Computer Vision
- Optimization