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2020 – today
- 2023
[j4]Alex Bogatu
, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Manon Pillai, Jennifer Allison, Dónal Landers, Elaine Kilgour, Fiona Thistlethwaite, André Freitas:
Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy. J. Biomed. Informatics 142: 104367 (2023)- [c8]Mario Ramirez, Alex Bogatu, Norman W. Paton, André Freitas:
Transformers, Tables and Frame Semantics. ICSC 2023: 155-160 - 2022
- [c7]Alex Bogatu, Norman W. Paton, Mark Douthwaite, André Freitas:
Voyager: Data Discovery and Integration for Onboarding in Data Science. EDBT 2022: 2:537-2:548 - [i6]Nour Alhammad, Alex Bogatu, Norman W. Paton:
Towards Schema Inference for Data Lakes. CoRR abs/2206.03881 (2022) - [i5]Alex Bogatu, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Donal Landers, Elaine Kilgour, André Freitas:
Metareview-informed Explainable Cytokine Storm Detection during CAR-T cell Therapy. CoRR abs/2206.10612 (2022) - [i4]Alex Bogatu, Zili Zhou, Dónal Landers, André Freitas:
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives. CoRR abs/2208.01376 (2022) - 2021
- [j3]Martin Koehler, Edward Abel, Alex Bogatu, Cristina Civili, Lacramioara Mazilu, Nikolaos Konstantinou, Alvaro A. A. Fernandes, John A. Keane, Leonid Libkin, Norman W. Paton:
Incorporating Data Context to Cost-Effectively Automate End-to-End Data Wrangling. IEEE Trans. Big Data 7(1): 169-186 (2021) - [c6]Mario Ramirez, Alex Bogatu, Norman W. Paton, André Freitas:
Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes. ESWC 2021: 304-320 - [c5]Alex Bogatu, Norman W. Paton, Mark Douthwaite, Stuart Davie, André Freitas:
Cost-effective Variational Active Entity Resolution. ICDE 2021: 1272-1283 - 2020
- [b1]Alex Bogatu:
Cost-effective data wrangling in data lakes. University of Manchester, UK, 2020 - [c4]Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou:
Dataset Discovery in Data Lakes. ICDE 2020: 709-720 - [i3]Alex Bogatu, Norman W. Paton, Mark Douthwaite, Stuart Davie, André Freitas:
Cost-effective Variational Active Entity Resolution. CoRR abs/2011.10406 (2020) - [i2]Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou:
Dataset Discovery in Data Lakes. CoRR abs/2011.10427 (2020)
2010 – 2019
- 2019
- [j2]Alex Bogatu, Norman W. Paton, Alvaro A. A. Fernandes, Martin Koehler:
Towards Automatic Data Format Transformations: Data Wrangling at Scale. Comput. J. 62(7): 1044-1060 (2019) - [j1]Nikolaos Konstantinou, Edward Abel, Luigi Bellomarini, Alex Bogatu, Cristina Civili, Endri Irfanie, Martin Koehler, Lacramioara Mazilu, Emanuel Sallinger, Alvaro A. A. Fernandes, Georg Gottlob, John A. Keane, Norman W. Paton:
VADA: an architecture for end user informed data preparation. J. Big Data 6: 74 (2019) - [c3]Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou:
SynthEdit: Format transformations by example using edit operations. EDBT 2019: 714-717 - 2018
- [i1]Martin Koehler, Alex Bogatu, Cristina Civili, Nikolaos Konstantinou, Edward Abel, Alvaro A. A. Fernandes, John A. Keane, Leonid Libkin, Norman W. Paton:
Data Context Informed Data Wrangling. CoRR abs/1811.09248 (2018) - 2017
- [c2]Martin Koehler, Alex Bogatu, Cristina Civili, Nikolaos Konstantinou, Edward Abel, Alvaro A. A. Fernandes, John A. Keane, Leonid Libkin, Norman W. Paton:
Data context informed data wrangling. IEEE BigData 2017: 956-963 - [c1]Alex Bogatu, Norman W. Paton, Alvaro A. A. Fernandes:
Towards Automatic Data Format Transformations: Data Wrangling at Scale. BICOD 2017: 36-48
Coauthor Index
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