Besim Bilalli

According to our database, Besim Bilalli authored at least 21 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Reproducible experiments for generating pre-processing pipelines for AutoETL.

Joseph Giovanelli, Besim Bilalli, Alberto Abelló, Fernando Silva-Coira, Guillermo de Bernardo

Inf. Syst., February, 2024

Finding Relevant Information in Big Datasets with ML.

Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection.

Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi

Proceedings of the 26th International Workshop on Design, 2024

There is no Data Science without Data Governance: a Proposal Based on Knowledge Graphs.

Besim Bilalli, Petar Jovanovic, Sergi Nadal, Anna Queralt, Oscar Romero

Proceedings of the 26th International Workshop on Design, 2024

2023

Wrapper Methods for Multi-Objective Feature Selection.

Uchechukwu Njoku, Besim Bilalli, Alberto Abelló, Gianluca Bontempi

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

2022

Operationalizing and automating Data Governance.

Sergi Nadal, Petar Jovanovic, Besim Bilalli, Oscar Romero

J. Big Data, 2022

Data pre-processing pipeline generation for AutoETL.

Joseph Giovanelli, Besim Bilalli, Alberto Abelló

Inf. Syst., 2022

DOGO4ML: Development, Operation and Data Governance for ML-based Software Systems.

Claudia P. Ayala, Besim Bilalli, Cristina Gómez, Silverio Martínez-Fernández

Proceedings of the Joint Proceedings of RCIS 2022 Workshops and Research Projects Track co-located with the 16th International Conference on Research Challenges in Information Science (RCIS 2022), 2022

Learning fishing information from AIS data.

Gerard Pons Recasens, Besim Bilalli, Alberto Abelló, Santiago Blanco Sánchez

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility, 2022

Impact of Filter Feature Selection on Classification: An Empirical Study.

Uchechukwu Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi

Proceedings of the 24th International Workshop on Design, 2022

2021

A framework for assessing the peer review duration of journals: case study in computer science.

Besim Bilalli, Rana Faisal Munir, Alberto Abelló

Scientometrics, 2021

Quarry: A User-centered Big Data Integration Platform.

Petar Jovanovic, Sergi Nadal, Oscar Romero, Alberto Abelló, Besim Bilalli

Inf. Syst. Frontiers, 2021

Effective data pre-processing for AutoML.

Joseph Giovanelli, Besim Bilalli, Alberto Abelló

Proceedings of the 23rd International Workshop on Design, 2021

2019

PRESISTANT: Learning based assistant for data pre-processing.

Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel

Data Knowl. Eng., 2019

2018

Learning the impact of data pre-processing in data analysis.

Besim Bilalli

PhD thesis, 2018

Intelligent assistance for data pre-processing.

Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel

Comput. Stand. Interfaces, 2018

PRESISTANT: Data Pre-processing Assistant.

Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Rana Faisal Munir, Robert Wrembel

Proceedings of the Information Systems in the Big Data Era, 2018

2017

On the predictive power of meta-features in OpenML.

Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet

Int. J. Appl. Math. Comput. Sci., 2017

2016

ResilientStore: A Heuristic-Based Data Format Selector for Intermediate Results.

Rana Faisal Munir, Oscar Romero, Alberto Abelló, Besim Bilalli, Maik Thiele, Wolfgang Lehner

Proceedings of the Model and Data Engineering - 6th International Conference, 2016

Automated Data Pre-processing via Meta-learning.

Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel

Proceedings of the Model and Data Engineering - 6th International Conference, 2016

Towards Intelligent Data Analysis: The Metadata Challenge.

Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel

Proceedings of the International Conference on Internet of Things and Big Data, 2016