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Assoc. Prof. Mahardhika Pratama
Associate Research Professor & Enterprise Fellow,
STEM, University of South Australia,
Adelaide, Australia
Office : W2-13, UniSA Mawson Lakes Campus, SA, 5095
Email : dhika.pratama@unisa.edu.au, pratama@ieee.org
Dr. Mahardhika Pratama is an associate research professor and enterprise fellow in AI at the academic unit of STEM, University of South Australia, Adelaide, Australia.
Latest Update
June 2022, our paper titled "Latent Preserving Generative Adversarial Network for Imbalance classification" has been accepted for publication by ICIP 2022
June 2022, our paper titled "Class-Incremental Learning via Knowledge Amalgamation" has been accepted for publication by ECML PKDD 2022
June 2022, our paper titled "Scalable Adversarial Online Continual Learning" has been accepted for publication by ECML PKDD 2022
June 2022, our paper titled "Autonomous Cross Domain Adaptation under Extreme Label Scarcity" has been accepted by IEEE Trans. on Neural Networks and Learning Systems
March 2022, our paper titled "Unsupervised Continual Learning in Streaming Environments" has been accepted by IEEE Trans. on Neural Networks and Learning Systems
Jan 2022, our special issue on Recent Progress in Autonomous Machine Learning in Information Sciences has been completed. Congratulations to the authors of five papers which have been selected!
Jan 2022, I have joined the School of STEM, University of South Australia as an associate research professor and enterprise fellow in AI
Jan 2022, my Ph. D. student, Abhay Aradya, has passed an oral examination for his thesis, Congratulations !
Dec 2021, my Ph.D. student, Andri Ashfahani, has passed an oral examination for his thesis, Congratulations !
Nov 2021, our paper titled "Unsupervised Learning for Identifying High Eigenvector Centrality Nodes: A Graph Neural Network Approach" has been accepted by IEEE BigData 2021
Oct 2021, my name is listed in the top 2% researchers by Stanford University
Sep 2021, our paper titled "Automatic Online Multi-Source Domain Adaptation" has been accepted by Information Sciences
Aug 2021, the thesis of my Ph.D student, Andri Ashfahani, has passed examination, Congratulations !
Aug 2021, my Ph.D student, Abhay Aradya has submitted his thesis, Congratulations !
Aug 2021, our paper titled "Online Semi-Supervised Learning Approach for Quality Monitoring of Complex Manufacturing Process" has been accepted by Complexity
Aug 2021, our paper titled "Online Sequential Ensembling of Predictive Fuzzy Systems" has been accepted by Evolving Systems
Aug 2021, Bingnan Xing joins our group as a visiting PhD student
Academic Qualification
Ph.D (EE), University of New South Wales, Australia (2014)
M.Sc (CCA), Nanyang Technological University, Singapore (2011)
B.Eng (EE), Institut Teknologi Sepuluh Nopember, Indonesia (2010)
Awards
2019 IEEE TFS Publication Award
2019 Amity Researcher in Data Streams Award
2014 UNSW High Impact Publication Award
2013 UNSW High Impact Publication Award
2011 IES Prestigious Engineering Achievement Award