Chaitanya Manapragada

According to our database, Chaitanya Manapragada authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Pharmaceutical process optimisation: Decision support under high uncertainty.

Chaitanya Manapragada, Tien-Dung Pham, Nikitaa Rajan, Uwe Aickelin

Comput. Chem. Eng., February, 2023

2022

An eager splitting strategy for online decision trees in ensembles.

Chaitanya Manapragada, Heitor Murilo Gomes, Mahsa Salehi, Albert Bifet, Geoffrey I. Webb

Data Min. Knowl. Discov., 2022

Extremely Fast Hoeffding Adaptive Tree.

Chaitanya Manapragada, Mahsa Salehi, Geoffrey I. Webb

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Learning Under Concept Drift.

Chaitanya Manapragada

PhD thesis, 2021

2020

An Eager Splitting Strategy for Online Decision Trees.

Chaitanya Manapragada, Heitor Murilo Gomes, Mahsa Salehi, Albert Bifet, Geoffrey I. Webb

CoRR, 2020

Emergent and Unspecified Behaviors in Streaming Decision Trees.

Chaitanya Manapragada, Geoffrey I. Webb, Mahsa Salehi, Albert Bifet

CoRR, 2020

2019

Measuring the Shattering coefficient of Decision Tree models.

Rodrigo Fernandes de Mello, Chaitanya Manapragada, Albert Bifet

Expert Syst. Appl., 2019

2018

Extremely Fast Decision Tree.

Chaitanya Manapragada, Geoffrey I. Webb, Mahsa Salehi

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018