Nama Beserta Gelar | Full Name with Title
Dr. Joko Siswantoro S.Si., M.Si.
Biografi | Biography
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 Associate 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
Publikasi | Publication
| JUDUL | FORUM |
|---|---|
|
Automatic Image Segmentation using Sobel Operator and k-Means Clustering: A Case Study in Volume Measurement System for Food Products 2015-10-27 |
The 2015 International Conference on Science in Information Technology (ICSITech 2015) Yogyakarta Indonesia |
|
A New Framework for Measuring Volume of Axisymmetric Food Products using Computer Vision System Based on Spline Cubic Interpolation 2016-10-26 |
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 2017-08-24 |
International Conference on Informatics, Technology and Engineering 2017 (InCITE 2017) Discovery Kartika Plaza Hotel Bali Indonesia |
|
Estimasi Bobot Telur Menggunakan Jaringan Syaraf Tiruan Berdasarkan Properti Geometri dari Citra Digital 2018-07-24 |
Konferensi Nasional Matematika (KNM) XIX 2018 Universitas Brawijaya Malang Indonesia |
|
Image Based Leaf Area Measurement Method Using Artificial Neural Network 2019-03-13 |
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 2019-08-22 |
International Conference on Informatics, Technology, and Engineering 2019 (InCITE 2019) The Anvaya Resort in Denpasar, Bali Indonesia |
|
Computer Vision System in Measurement of the Volume and Mass of Egg using the Disc Method 2019-08-22 |
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 2020-12-10 |
The 2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) Virtual (Online) Indonesia |
Riwayat Ajar | Courses Taught
2023
| Algorithm and Programming | Algorithm and Programming |
| Aljabar Linier | Linear Algebra |
| Applied Multivariate Analysis | Applied Multivariate Analysis |
| Computer Vision | Computer Vision |
| Deep Learning | Deep Learning |
| Machine Learning | Machine Learning |
| Modeling and Simulation | Modeling and Simulation |
| Research Methodology | Research Methodology |
| Special Topic in DSAI | Special Topic in DSAI |