Besim Bilalli

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 22

Top Topics

Data Pre Processing

Feature Selection

Top Venues

Publications

Besim Bilalli, Petar Jovanovic, Sergi Nadal, Anna Queralt, Oscar Romero
There is no Data Science without Data Governance: a Proposal Based on Knowledge Graphs. DOLAP (2024)
Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
Finding Relevant Information in Big Datasets with ML. EDBT (2024)
Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection. DOLAP (2024)
Joseph Giovanelli, Besim Bilalli, Alberto Abelló, Fernando Silva-Coira, Guillermo de Bernardo
Reproducible experiments for generating pre-processing pipelines for AutoETL. Inf. Syst. 120 (2024)
Uchechukwu Njoku, Besim Bilalli, Alberto Abelló, Gianluca Bontempi
Wrapper Methods for Multi-Objective Feature Selection. EDBT (2023)
Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection. CoRR (2023)
Joseph Giovanelli, Besim Bilalli, Alberto Abelló
Data pre-processing pipeline generation for AutoETL. Inf. Syst. 108 (2022)
Sergi Nadal, Petar Jovanovic, Besim Bilalli, Oscar Romero
Operationalizing and automating Data Governance. J. Big Data 9 (1) (2022)
Gerard Pons Recasens, Besim Bilalli, Alberto Abelló, Santiago Blanco Sánchez
Learning fishing information from AIS data. HANIMOB@SIGSPATIAL (2022)
Claudia Ayala, Besim Bilalli, Cristina Gómez, Silverio Martínez-Fernández
DOGO4ML: Development, Operation and Data Governance for ML-based Software Systems. RCIS Workshops (2022)
Uchechukwu Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
Impact of Filter Feature Selection on Classification: An Empirical Study. DOLAP (2022)
Joseph Giovanelli, Besim Bilalli, Alberto Abelló
Effective data pre-processing for AutoML. DOLAP (2021)
Besim Bilalli, Rana Faisal Munir, Alberto Abelló
A framework for assessing the peer review duration of journals: case study in computer science. Scientometrics 126 (1) (2021)
Petar Jovanovic, Sergi Nadal, Oscar Romero, Alberto Abelló, Besim Bilalli
Quarry: A User-centered Big Data Integration Platform. Inf. Syst. Frontiers 23 (1) (2021)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
PRESISTANT: Learning based assistant for data pre-processing. Data Knowl. Eng. 123 (2019)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
PRESISTANT: Learning based assistant for data pre-processing. CoRR (2018)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Rana Faisal Munir, Robert Wrembel
PRESISTANT: Data Pre-processing Assistant. CAiSE Forum (2018)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
Intelligent assistance for data pre-processing. Comput. Stand. Interfaces 57 (2018)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet
On the predictive power of meta-features in OpenML. Int. J. Appl. Math. Comput. Sci. 27 (4) (2017)
Rana Faisal Munir, Oscar Romero, Alberto Abelló, Besim Bilalli, Maik Thiele, Wolfgang Lehner
ResilientStore: A Heuristic-Based Data Format Selector for Intermediate Results. MEDI (2016)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
Automated Data Pre-processing via Meta-learning. MEDI (2016)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
Towards Intelligent Data Analysis: The Metadata Challenge. IoTBD (2016)