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プロフィール詳細
プロジェクトを作成
★★★★★
☆☆☆☆☆
Dr. Chaitanya M.に依頼
France

Software Engineer and Research Scientist in Machine Learning, 14 years experience across industry and research

プロフィール概要
専門分野
サービス
Research Scientific and Technical Research, Systematic Literature Review
Data & AI Predictive Modeling, Algorithm Design-Non ML, Algorithm Design-ML, Data Mining, Data Insights
職務経験

Postdoctoral Research Engineer

Télécom Paris

11月 2023 - 現在

Research Fellow

Deakin University

4月 2023 - 10月 2023

Research Fellow

The University of Melbourne

10月 2021 - 4月 2023

Teaching Assistant (Tutor)

Monash University

2月 2016 - 10月 2021

PhD student

Monash University

6月 2016 - 5月 2021

Software Engineer / Dev Ops

Monash University

8月 2018 - 2月 2020

Software Infrastructure Engineer

Blackmagic Design

8月 2013 - 8月 2014

Research Engineer

NICTA

8月 2010 - 12月 2013

学歴

PhD Machine Learning

Monash University

6月 2016 - 5月 2021

認定資格
出版物
JOURNAL ARTICLE
Chaitanya Manapragada, Tien Dung Pham, Yuan Sun, Robert Bassett, Uwe Aickelin(2023). A scoping review of supervised learning modelling and data-driven optimisation in monoclonal antibody process development . Digital Chemical Engineering. 7. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 100080. Elsevier {BV}
Chaitanya Manapragada, Tien Dung Pham, Nikitaa Rajan, Uwe Aickelin (2023). Pharmaceutical process optimisation: Decision support under high uncertainty . Computers & Chemical Engineering.
Chaitanya Manapragada, Heitor M. Gomes, Mahsa Salehi, Albert Bifet, Geoffrey I. Webb (2022). An eager splitting strategy for online decision trees in ensembles . Data Mining and Knowledge Discovery.
Chaitanya Manapragada and Heitor M. Gomes and Mahsa Salehi and Albert Bifet and Geoffrey I. Webb(2022). An eager splitting strategy for online decision trees in ensembles . Data Mining and Knowledge Discovery. Springer Science and Business Media {LLC}
de Mello, R.F., Manapragada, C., Bifet, A.(2019). Measuring the Shattering coefficient of Decision Tree models . Expert Systems with Applications. 137. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 443-452.
CONFERENCE PAPER
Chaitanya Manapragada, Mahsa Salehi, Geoffrey I Webb(2022). Extremely Fast Hoeffding Adaptive Tree . 2022 IEEE International Conference on Data Mining (ICDM). {IEEE}
Manapragada, C., Webb, G.I., Salehi, M.(2018). Extremely fast decision tree . Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1953-1962.
DISSERTATION THESIS
CHAITANYA MANAPRAGADA(2021). Learning Under Concept Drift . Monash University. Monash University
OTHER
Manapragada, C., Gomes, H.M., Salehi, M., Bifet, A., Webb, G.I.(2020). An eager splitting strategy for online decision trees in ensembles . arXiv.
Manapragada, C., Webb, G.I., Salehi, M.(2018). Extremely fast decision tree . arXiv.
PREPRINT
Chaitanya Manapragada, Geoffrey I Webb, Mahsa Salehi, Albert Bifet(2020). Emergent and Unspecified Behaviors in Streaming Decision Trees . arXiv