Besim Bilalli

34 papers B 3C 7Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2025 C conf
Challenges to Enforce Data Quality in Data Spaces.
DOLAP
Claudia P. Ayala, Besim Bilalli, Cristina Gómez, Jose-Norberto Mazón, Oscar Romero
2025 J jnl
Improving Continual Learning of Knowledge Graph Embeddings via Informed Initialization.
CoRR
Gerard Pons, Besim Bilalli, Anna Queralt
2025 J jnl
Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation.
CoRR
Gerard Pons, Besim Bilalli, Anna Queralt
2025 J jnl
On many-objective feature selection and the need for interpretability.
Expert Syst. Appl.
Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
2025 J jnl
On the use of trajectory data for tackling data scarcity.
Inf. Syst.
Gerard Pons, Besim Bilalli, Alberto Abelló, Santiago Blanco Sánchez
2025 B conf
Towards Continuous Experiment-Driven MLOps.
CAIN
Keerthiga Rajenthiram, Milad Abdullah, Ilias Gerostathopoulos, Petr Hnetynka, Tomás Bures, Gerard Pons, Besim Bilalli, Anna Queralt
2025 J jnl
Towards Continuous Experiment-driven MLOps.
CoRR
Keerthiga Rajenthiram, Milad Abdullah, Ilias Gerostathopoulos, Petr Hnetynka, Tomás Bures, Gerard Pons, Besim Bilalli, Anna Queralt
2025 J jnl
Towards fair machine learning using many-objective feature selection.
Appl. Soft Comput.
Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
2024 C conf
A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection.
DOLAP
Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
2024 — conf
Capturing Analytical Intents from Text.
ADBIS (Short Papers)
Gerard Pons, Miona Dimic, Besim Bilalli
2024 J jnl
Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs.
CoRR
Gerard Pons, Besim Bilalli, Anna Queralt
2024 B conf
Finding Relevant Information in Big Datasets with ML.
EDBT
Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
2024 — conf
Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation.
ISWC (1)
Gerard Pons Recasens, Besim Bilalli, Anna Queralt
2024 J jnl
Reproducible experiments for generating pre-processing pipelines for AutoETL.
Inf. Syst.
Joseph Giovanelli, Besim Bilalli, Alberto Abelló, Fernando Silva-Coira, Guillermo de Bernardo
2024 C conf
There is no Data Science without Data Governance: a Proposal Based on Knowledge Graphs.
DOLAP
Besim Bilalli, Petar Jovanovic, Sergi Nadal, Anna Queralt, Oscar Romero
2023 J jnl
A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection.
CoRR
Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
2023 B conf
Wrapper Methods for Multi-Objective Feature Selection.
EDBT
Uchechukwu Njoku, Besim Bilalli, Alberto Abelló, Gianluca Bontempi
2022 — conf
DOGO4ML: Development, Operation and Data Governance for ML-based Software Systems.
RCIS Workshops
Claudia P. Ayala, Besim Bilalli, Cristina Gómez, Silverio Martínez-Fernández
2022 J jnl
Data pre-processing pipeline generation for AutoETL.
Inf. Syst.
Joseph Giovanelli, Besim Bilalli, Alberto Abelló
2022 C conf
Impact of Filter Feature Selection on Classification: An Empirical Study.
DOLAP
Uchechukwu Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
2022 — conf
Learning fishing information from AIS data.
HANIMOB@SIGSPATIAL
Gerard Pons Recasens, Besim Bilalli, Alberto Abelló, Santiago Blanco Sánchez
2022 J jnl
Operationalizing and automating Data Governance.
J. Big Data
Sergi Nadal, Petar Jovanovic, Besim Bilalli, Oscar Romero
2021 J jnl
A framework for assessing the peer review duration of journals: case study in computer science.
Scientometrics
Besim Bilalli, Rana Faisal Munir, Alberto Abelló
2021 C conf
Effective data pre-processing for AutoML.
DOLAP
Joseph Giovanelli, Besim Bilalli, Alberto Abelló
2021 J jnl
Quarry: A User-centered Big Data Integration Platform.
Inf. Syst. Frontiers
Petar Jovanovic, Sergi Nadal, Oscar Romero, Alberto Abelló, Besim Bilalli
2019 J jnl
PRESISTANT: Learning based assistant for data pre-processing.
Data Knowl. Eng.
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
2018 J jnl
Intelligent assistance for data pre-processing.
Comput. Stand. Interfaces
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
2018 — —
Learning the impact of data pre-processing in data analysis.
Besim Bilalli
2018 — conf
PRESISTANT: Data Pre-processing Assistant.
CAiSE Forum
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Rana Faisal Munir, Robert Wrembel
2018 J jnl
PRESISTANT: Learning based assistant for data pre-processing.
CoRR
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
2017 J jnl
On the predictive power of meta-features in OpenML.
Int. J. Appl. Math. Comput. Sci.
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet
2016 C conf
Automated Data Pre-processing via Meta-learning.
MEDI
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
2016 C conf
ResilientStore: A Heuristic-Based Data Format Selector for Intermediate Results.
MEDI
Rana Faisal Munir, Oscar Romero, Alberto Abelló, Besim Bilalli, Maik Thiele, Wolfgang Lehner
2016 — conf
Towards Intelligent Data Analysis: The Metadata Challenge.
IoTBD
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel