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Agus Pratondo
PeerJ Author & Reviewer
330 Points

Contributions by role

Author 270
Reviewer 60

Contributions by subject area

Artificial Intelligence
Computer Vision
Data Mining and Machine Learning
Bioinformatics
Neural Networks
Data Science
Natural Language and Speech
Social Computing
Algorithms and Analysis of Algorithms
Brain-Computer Interface
Computer Architecture
Computer Networks and Communications

Agus Pratondo

PeerJ Author & Reviewer

Summary

Prof. Agus Pratondo, Ph.D. earned his Bachelor's degree in Informatics Engineering from ITB (2001), then worked in a software house before pursuing a Master’s in Information Technology at ITB (2006). Due to the 2007 financial crisis, he transitioned to academia, joining Telkom Polytechnic as a lecturer in 2009. In 2012, he received a Singapore government scholarship for his Ph.D. in Electrical and Computer Engineering, at the National University of Singapore, completed in 2016. He later obtained a professional engineering qualification (Ir.) in 2021. Holding key academic and managerial roles, he has managed government-funded projects worth IDR 3.5 billion. His research on machine learning for image segmentation and classification is widely cited, earning him a Scopus h-index of 13. In 2024, he was listed among the World’s Top 2% of Scientists by Stanford University and Elsevier BV for his scientific contributions.

Artificial Intelligence Computer Vision Data Mining & Machine Learning

Work details

Professor

School of Applied Sciences Telkom University
Multimedia Engineering
Prof. Ir. Agus Pratondo, S.T., M.T., Ph.D. currently teaches Statistics and Artificial Intelligence in the Multimedia Engineering Department. With his extensive expertise in machine learning and data analysis, he brings valuable insights into these subjects, guiding students through practical applications and theoretical foundations. Prof. Agus integrates his research experience into the classroom, emphasizing real-world problem-solving and innovative approaches in AI and data science.

PeerJ Contributions

  • Articles 2
December 15, 2022
Classification of Curcuma longa and Curcuma zanthorrhiza using transfer learning
Agus Pratondo, Elfahmi Elfahmi, Astri Novianty
https://doi.org/10.7717/peerj-cs.1168
April 7, 2022
Classification of Zophobas morio and Tenebrio molitor using transfer learning
Agus Pratondo, Arif Bramantoro
https://doi.org/10.7717/peerj-cs.884