Alex Bogatu

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 18

Top Topics

Tree Construction

Subgraph Isomorphism

Recognizing Textual Entailment

Entity Resolution

Top Venues

Publications

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 (2023)
Mario Ramirez, Alex Bogatu, Norman W. Paton, André Freitas
Transformers, Tables and Frame Semantics. ICSC (2023)
Alex Bogatu, Norman W. Paton, Mark Douthwaite, André Freitas
Voyager: Data Discovery and Integration for Onboarding in Data Science. EDBT (2022)
Nour Alhammad, Alex Bogatu, Norman W. Paton
Towards Schema Inference for Data Lakes. CoRR (2022)
Alex Bogatu, Zili Zhou, Dónal Landers, André Freitas
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives. CoRR (2022)
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 (2022)
Mario Ramirez, Alex Bogatu, Norman W. Paton, André Freitas
Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes. ESWC (2021)
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) (2021)
Alex Bogatu, Norman W. Paton, Mark Douthwaite, Stuart Davie, André Freitas
Cost-effective Variational Active Entity Resolution. ICDE (2021)
Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou
Dataset Discovery in Data Lakes. CoRR (2020)
Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou
Dataset Discovery in Data Lakes. ICDE (2020)
Alex Bogatu, Norman W. Paton, Mark Douthwaite, Stuart Davie, André Freitas
Cost-effective Variational Active Entity Resolution. CoRR (2020)
Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou
SynthEdit: Format transformations by example using edit operations. EDBT (2019)
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 (2019)
Alex Bogatu, Norman W. Paton, Alvaro A. A. Fernandes, Martin Koehler
Towards Automatic Data Format Transformations: Data Wrangling at Scale. Comput. J. 62 (7) (2019)
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 (2018)
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)
Alex Bogatu, Norman W. Paton, Alvaro A. A. Fernandes
Towards Automatic Data Format Transformations: Data Wrangling at Scale. BICOD (2017)