Data context informed data wrangling. - Martin Koehler; Alex Bogatu; Cristina Civili; Nikolaos Konstantinou 001; Edward Abel; Alvaro A. A. Fernandes; John A. Keane; Leonid Libkin; Norman W. Paton (IEEE BigData, 2017)

Towards Automatic Data Format Transformations: Data Wrangling at Scale. - Alex Bogatu; Norman W. Paton; Alvaro A. A. Fernandes (BICOD, 2017)

SynthEdit: Format transformations by example using edit operations. - Alex Bogatu; Alvaro A. A. Fernandes; Norman W. Paton; Nikolaos Konstantinou 001 (EDBT, 2019)

Towards Automatic Data Format Transformations: Data Wrangling at Scale. - Alex Bogatu; Norman W. Paton; Alvaro A. A. Fernandes; Martin Koehler (Comput. J., 2019)

VADA: an architecture for end user informed data preparation. - Nikolaos Konstantinou 001; 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; et al. (J. Big Data, 2019)

Dataset Discovery in Data Lakes. - Alex Bogatu; Alvaro A. A. Fernandes; Norman W. Paton; Nikolaos Konstantinou 001 (ICDE, 2020)

Cost-effective data wrangling in data lakes. - Alex Bogatu (2020)

Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes. - Mario Ramirez; Alex Bogatu; Norman W. Paton; André Freitas (ESWC, 2021)

Cost-effective Variational Active Entity Resolution. - Alex Bogatu; Norman W. Paton; Mark Douthwaite; Stuart Davie; André Freitas (ICDE, 2021)

Incorporating Data Context to Cost-Effectively Automate End-to-End Data Wrangling. - Martin Koehler; Edward Abel; Alex Bogatu; Cristina Civili; Lacramioara Mazilu; Nikolaos Konstantinou 001; Alvaro A. A. Fernandes; John A. Keane; Leonid Libkin; Norman W. Paton (IEEE Trans. Big Data, 2021)

Voyager: Data Discovery and Integration for Onboarding in Data Science. - Alex Bogatu; Norman W. Paton; Mark Douthwaite; André Freitas (EDBT, 2022)

Towards Schema Inference for Data Lakes. - Nour Alhammad; Alex Bogatu; Norman W. Paton (CoRR, 2022)

Metareview-informed Explainable Cytokine Storm Detection during CAR-T cell Therapy. - Alex Bogatu; Magdalena Wysocka; Oskar Wysocki; Holly Butterworth; Donal Landers; Elaine Kilgour; André Freitas (CoRR, 2022)

Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives. - Alex Bogatu; Zili Zhou; Dónal Landers; André Freitas (CoRR, 2022)

Transformers, Tables and Frame Semantics. - Mario Ramirez; Alex Bogatu; Norman W. Paton; André Freitas (ICSC, 2023)

Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy. - Alex Bogatu; Magdalena Wysocka; Oskar Wysocki; Holly Butterworth; Manon Pillai; Jennifer Allison; Dónal Landers; Elaine Kilgour; Fiona Thistlethwaite; André Freitas (J. Biomed. Informatics, 2023)

An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery. - Oskar Wysocki; Magdalena Wysocka; Danilo S. Carvalho; Alex Teodor Bogatu; Danilo Miranda Gusicuma; Maxime Delmas; Harriet Unsworth; André Freitas (CoRR, 2024)

Controlled LLM-based Reasoning for Clinical Trial Retrieval. - Maël Jullien; Alex Teodor Bogatu; Harriet Unsworth; André Freitas (CoRR, 2024)

Gem: Gaussian Mixture Model Embeddings for Numerical Feature Distributions. - Hafiz Tayyab Rauf; Alex Teodor Bogatu; Norman W. Paton; André Freitas (EDBT, 2025)