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Daria Sorokina

Observed names: DARIA SOROKINA, Daria Sorokina C, Sorokina, Daria
Institution: ITMO University
OpenAlex ID: A5004200215
Data‐Mining Discovery of Pattern and Process in Ecological Systems
2007 · WESLEY M. HOCHACHKA, RICH CARUANA, et al. · Journal of Wildlife Management · 186
Amazon Search
2016 · Daria Sorokina, Erick Cantu-Paz · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 79
Detecting statistical interactions with additive groves of trees
2008 · Daria Sorokina, Rich Caruana, et al. · International Conference on Machine Learning · 76
Parallel Large Scale Feature Selection for Logistic Regression
2009 · Sameer Singh, Jeremy Kubica, et al. · SIAM International Conference on Data Mining · 58
Additive Groves of Regression Trees
2007 · Daria Sorokina, Rich Caruana, et al. · Lecture notes in computer science · 41
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Mining citizen science data to predict orevalence of wild bird species
2006 · Rich Caruana, Mohamed Elhawary, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 36
Detecting and Interpreting Variable Interactions in Observational Ornithology Data
2009 · Daria Sorokina, Rich Caruana, et al. · IEEE ... International Conference on Data Mining workshops · 9
Parallel Large-Scale Feature Selection
2011 · Jeremy Kubica, Sameer Singh, et al. · Cambridge University Press eBooks · 8
Application of Additive Groves ensemble with multiple counts feature evaluation to KDD Cup'09 small data set
2009 · Daria Sorokina · 8
Scalable Feature Selection for (Multitask) Gradient Boosted Trees
2021 · Han, Cuize, Rao, Nikhil, et al. · arXiv (Cornell University) · 3
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Towards Ontology-Based End-to-End Domain-Oriented KBQA System
2023 · Anastasiia Zakharova, Daria Sorokina, et al. · Lecture notes in networks and systems
The eBird Reference Dataset, Version 3.0
2011 · M. Arthur Munson, Kevin Webb, et al.
The eBird Reference Dataset, Version 1.0
2010 · M. Arthur Munson, Kevin Webb, et al.
Modeling additive structure and detecting interactions with groves of trees
2008 · Richard A. Caruana, Daria Sorokina · eCommons (Cornell University)
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Works count: 23
Citation count: 504
H-index: 8
I10-index: 6
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