| On the predictive power of meta-features in OpenML B Bilalli, A Abelló, T Aluja-Banet International Journal of Applied Mathematics and Computer Science 27 (4 …, 2017 | 74 | 2017 |
| Intelligent assistance for data pre-processing B Bilalli, A Abelló, T Aluja-Banet, R Wrembel Computer Standards & Interfaces 57, 101-109, 2018 | 59 | 2018 |
| Towards Intelligent Data Analysis: The Metadata Challenge. B Bilalli, A Abelló, T Aluja-Banet, R Wrembel IoTBD, 331-338, 2016 | 37 | 2016 |
| PRESISTANT: Learning based assistant for data pre-processing B Bilalli, A Abelló, T Aluja-Banet, R Wrembel Data & Knowledge Engineering 123, 101727, 2019 | 34 | 2019 |
| Quarry: A User-centered Big Data Integration Platform P Jovanovic, S Nadal, O Romero, A Abelló, B Bilalli Information Systems Frontiers 23 (1), 9-33, 2021 | 33 | 2021 |
| Advances and challenges in automated malaria diagnosis using digital microscopy imaging with artificial intelligence tools: A review CR Maturana, AD De Oliveira, S Nadal, B Bilalli, FZ Serrat, ME Soley, ... Frontiers in microbiology 13, 1006659, 2022 | 31 | 2022 |
| Automated data pre-processing via meta-learning B Bilalli, A Abelló, T Aluja-Banet, R Wrembel International Conference on Model and Data Engineering, 194-208, 2016 | 26 | 2016 |
| A framework for assessing the peer review duration of journals: case study in computer science B Bilalli, RF Munir, A Abelló Scientometrics 126 (1), 545-563, 2021 | 20 | 2021 |
| PRESISTANT: data pre-processing assistant B Bilalli, A Abelló, T Aluja-Banet, RF Munir, R Wrembel Information Systems in the Big Data Era: CAiSE Forum 2018, Tallinn, Estonia …, 2018 | 18 | 2018 |
| Data pre-processing pipeline generation for AutoETL J Giovanelli, B Bilalli, A Abelló Information Systems 108, 101957, 2022 | 15 | 2022 |
| Operationalizing and automating data governance S Nadal, P Jovanovic, B Bilalli, O Romero Journal of big data 9 (1), 117, 2022 | 13 | 2022 |
| Effective data pre-processing for AutoML J Giovanelli, B Bilalli, A Abelló Gamazo Proceedings of the 23rd International Workshop on Design, Optimization …, 2021 | 12 | 2021 |
| Resilientstore: A heuristic-based data format selector for intermediate results RF Munir, O Romero, A Abelló, B Bilalli, M Thiele, W Lehner Model and Data Engineering: 6th International Conference, MEDI 2016, Almería …, 2016 | 12 | 2016 |
| Impact of filter feature selection on classification: an empirical study UF Njoku, A Abelló Gamazo, B Bilalli, G Bontempi Proceedings of the 24rd International Workshop on Design, Optimization …, 2022 | 9 | 2022 |
| iMAGING: a novel automated system for malaria diagnosis by using artificial intelligence tools and a universal low-cost robotized microscope CR Maturana, AD de Oliveira, S Nadal, FZ Serrat, E Sulleiro, E Ruiz, ... Frontiers in microbiology 14, 1240936, 2023 | 7 | 2023 |
| Wrapper methods for multi-objective feature selection UF Njoku, A Abelló Gamazo, B Bilalli, G Bontempi 26th International Conference on Extending Database Technology (EDBT 2023 …, 2023 | 7 | 2023 |
| Learning the impact of data pre-processing in data analysis B Bilalli Universitat Politècnica de Catalunya, 2018 | 5 | 2018 |
| Finding Relevant Information in Big Datasets with ML. UF Njoku, A Abelló, B Bilalli, G Bontempi EDBT, 846-849, 2024 | 1 | 2024 |
| A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection UF Njoku, A Abelló Gamazo, B Bilalli, G Bontempi Proceedings of the 26th International Workshop on Design, Optimization …, 2024 | 1 | 2024 |
| Learning fishing information from ais data G Pons Recasens, B Bilalli, A Abelló Gamazo, S Blanco Sánchez Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Animal …, 2022 | 1 | 2022 |
Alberto AbellóUniversitat Politècnica de CatalunyaVerified email at essi.upc.edu
