Alex Bogatu

21 papers A* 2B 3Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2024 — conf
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery.
ACL (3)
Oskar Wysocki, Magdalena Wysocka, Danilo S. Carvalho, Alex Bogatu, Danilo Miranda Gusicuma, Maxime Delmas, Harriet Unsworth, André Freitas
2024 J jnl
Gem: Gaussian Mixture Model Embeddings for Numerical Feature Distributions.
CoRR
Hafiz Tayyab Rauf, Alex Bogatu, Norman W. Paton, André Freitas
2023 J jnl
Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy.
J. Biomed. Informatics
Alex Bogatu, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Manon Pillai, Jennifer Allison, Dónal Landers, Elaine Kilgour, Fiona Thistlethwaite, André Freitas
2023 — conf
Transformers, Tables and Frame Semantics.
ICSC
Mario Ramirez, Alex Bogatu, Norman W. Paton, André Freitas
2022 J jnl
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives.
CoRR
Alex Bogatu, Zili Zhou, Dónal Landers, André Freitas
2022 J jnl
Metareview-informed Explainable Cytokine Storm Detection during CAR-T cell Therapy.
CoRR
Alex Bogatu, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Donal Landers, Elaine Kilgour, André Freitas
2022 J jnl
Towards Schema Inference for Data Lakes.
CoRR
Nour Alhammad, Alex Bogatu, Norman W. Paton
2022 B conf
Voyager: Data Discovery and Integration for Onboarding in Data Science.
EDBT
Alex Bogatu, Norman W. Paton, Mark Douthwaite, André Freitas
2021 A* conf
Cost-effective Variational Active Entity Resolution.
ICDE
Alex Bogatu, Norman W. Paton, Mark Douthwaite, Stuart Davie, André Freitas
2021 J jnl
Incorporating Data Context to Cost-Effectively Automate End-to-End Data Wrangling.
IEEE Trans. Big Data
Martin Koehler, Edward Abel, Alex Bogatu, Cristina Civili, Lacramioara Mazilu, Nikolaos Konstantinou, Alvaro A. A. Fernandes, John A. Keane, Leonid Libkin, Norman W. Paton
2021 B conf
Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes.
ESWC
Mario Ramirez, Alex Bogatu, Norman W. Paton, André Freitas
2020 J jnl
Cost-effective Variational Active Entity Resolution.
CoRR
Alex Bogatu, Norman W. Paton, Mark Douthwaite, Stuart Davie, André Freitas
2020 — —
Cost-effective data wrangling in data lakes.
Alex Bogatu
2020 A* conf
Dataset Discovery in Data Lakes.
ICDE
Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou
2020 J jnl
Dataset Discovery in Data Lakes.
CoRR
Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou
2019 B conf
SynthEdit: Format transformations by example using edit operations.
EDBT
Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou
2019 J jnl
Towards Automatic Data Format Transformations: Data Wrangling at Scale.
Comput. J.
Alex Bogatu, Norman W. Paton, Alvaro A. A. Fernandes, Martin Koehler
2019 J jnl
VADA: an architecture for end user informed data preparation.
J. Big Data
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
2018 J jnl
Data Context Informed Data Wrangling.
CoRR
Martin Koehler, Alex Bogatu, Cristina Civili, Nikolaos Konstantinou, Edward Abel, Alvaro A. A. Fernandes, John A. Keane, Leonid Libkin, Norman W. Paton
2017 — conf
Data context informed data wrangling.
IEEE BigData
Martin Koehler, Alex Bogatu, Cristina Civili, Nikolaos Konstantinou, Edward Abel, Alvaro A. A. Fernandes, John A. Keane, Leonid Libkin, Norman W. Paton
2017 — conf
Towards Automatic Data Format Transformations: Data Wrangling at Scale.
BICOD
Alex Bogatu, Norman W. Paton, Alvaro A. A. Fernandes