Alberto Abelló

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 82

Top Venues

Publications

Rediana Koçi, Xavier Franch, Petar Jovanovic, Alberto Abelló
Web API Change-Proneness Prediction. SANER (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)
Alberto Abelló, James Cheney
Eris: efficiently measuring discord in multidimensional sources. VLDB J. 33 (2) (2024)
Antonios Kontaxakis, Dimitris Sacharidis, Alkis Simitsis, Alberto Abelló, Sergi Nadal
HYPPO: Using Equivalences to Optimize Pipelines in Exploratory Machine Learning. ICDE (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)
Sergi Nadal, Alberto Abelló, Oscar Romero, Stijn Vansummeren, Panos Vassiliadis
Graph-Driven Federated Data Management. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Uchechukwu Njoku, Besim Bilalli, Alberto Abelló, Gianluca Bontempi
Wrapper Methods for Multi-Objective Feature Selection. EDBT (2023)
Moditha Hewasinghage, Sergi Nadal, Alberto Abelló, Esteban Zimányi
Automated database design for document stores with multicriteria optimization. Knowl. Inf. Syst. 65 (7) (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)
Rediana Koçi, Xavier Franch, Petar Jovanovic, Alberto Abelló
Web API evolution patterns: A usage-driven approach. J. Syst. Softw. 198 (2023)
Anam Haq, Szymon Wilk, Alberto Abelló
Comparision of Models Built Using AutoML and Data Fusion. ADBIS (2022)
Joseph Giovanelli, Besim Bilalli, Alberto Abelló
Data pre-processing pipeline generation for AutoETL. Inf. Syst. 108 (2022)
Alberto Abelló, Sergi Nadal
Big DataBase Management System. EDBT/ICDT Workshops (2022)
Sergi Nadal, Alberto Abelló, Oscar Romero, Stijn Vansummeren, Panos Vassiliadis
Graph-Driven Federated Data Management (Extended Abstract). ICDE (2022)
Alberto Abelló, James Cheney
Measuring Discord Among Multidimensional Data Sources. DOLAP (2022)
Alberto Abelló, James Cheney
Eris: Measuring discord among multidimensional data sources. CoRR (2022)
Gerard Pons Recasens, Besim Bilalli, Alberto Abelló, Santiago Blanco Sánchez
Learning fishing information from AIS data. HANIMOB@SIGSPATIAL (2022)
Uchechukwu Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi
Impact of Filter Feature Selection on Classification: An Empirical Study. DOLAP (2022)
Moditha Hewasinghage, Alberto Abelló, Jovan Varga, Esteban Zimányi
A cost model for random access queries in document stores. VLDB J. 30 (4) (2021)
Rediana Koçi, Xavier Franch, Petar Jovanovic, Alberto Abelló
PatternLens: Inferring evolutive patterns from web API usage logs. CAiSE Forum (2021)
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)
Moditha Hewasinghage, Alberto Abelló, Jovan Varga, Esteban Zimányi
Managing polyglot systems metadata with hypergraphs. Data Knowl. Eng. 134 (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)
Vasileios Theodorou, Ilias Gerostathopoulos, Iyad Alshabani, Alberto Abelló, David Breitgand
MEDAL: An AI-driven Data Fabric Concept for Elastic Cloud-to-Edge Intelligence. CoRR (2021)
Moditha Hewasinghage, Sergi Nadal, Alberto Abelló
DocDesign 2.0: Automated Database Design for Document Stores with Multi-criteria Optimization. EDBT (2021)
Rediana Koçi, Xavier Franch, Petar Jovanovic, Alberto Abelló
Improving Web API Usage Logging. CoRR (2021)
Vasileios Theodorou, Ilias Gerostathopoulos, Iyad Alshabani, Alberto Abelló, David Breitgand
MEDAL: An AI-Driven Data Fabric Concept for Elastic Cloud-to-Edge Intelligence. AINA (3) (2021)
Rediana Koçi, Xavier Franch, Petar Jovanovic, Alberto Abelló
Improving Web API Usage Logging. RCIS (2021)
Rediana Koçi, Xavier Franch, Petar Jovanovic, Alberto Abelló
A Data-Driven Approach to Measure the Usability of Web APIs. SEAA (2020)
Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner
Configuring Parallelism for Hybrid Layouts Using Multi-Objective Optimization. Big Data 8 (3) (2020)
Moditha Hewasinghage, Alberto Abelló, Jovan Varga, Esteban Zimányi
DocDesign: Cost-Based Database Design for Document Stores. SSDBM (2020)
Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner
A cost-based storage format selector for materialized results in big data frameworks. Distributed Parallel Databases 38 (2) (2020)
Ayman Alserafi, Alberto Abelló, Oscar Romero, Toon Calders
Keeping the Data Lake in Form: Proximity Mining for Pre-Filtering Schema Matching. ACM Trans. Inf. Syst. 38 (3) (2020)
Moditha Hewasinghage, Sergi Nadal, Alberto Abelló
On the Performance Impact of Using JSON, Beyond Impedance Mismatch. ADBIS (Short Papers) (2020)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
PRESISTANT: Learning based assistant for data pre-processing. Data Knowl. Eng. 123 (2019)
Rediana Koçi, Xavier Franch, Petar Jovanovic, Alberto Abelló
Classification of Changes in API Evolution. EDOC (2019)
Ayman Alserafi, Alberto Abelló, Oscar Romero, Toon Calders
Keeping the Data Lake in Form: DS-kNN Datasets Categorization Using Proximity Mining. MEDI (2019)
Yassine Ouhammou, Ladjel Bellatreche, Mirjana Ivanovic, Alberto Abelló
Model and data engineering for advanced data-intensive systems and applications. Computing 101 (10) (2019)
Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner
Automatically Configuring Parallelism for Hybrid Layouts. ADBIS (Short Papers and Workshops) (2019)
Sergi Nadal, Oscar Romero, Alberto Abelló, Panos Vassiliadis, Stijn Vansummeren
An integration-oriented ontology to govern evolution in Big Data ecosystems. Inf. Syst. 79 (2019)
Anam Haq, Szymon Wilk, Alberto Abelló
Fusion of clinical data: A case study to predict the type of treatment of bone fractures. Int. J. Appl. Math. Comput. Sci. 29 (1) (2019)
Robert Wrembel, Alberto Abelló, Il-Yeol Song
DOLAP data warehouse research over two decades: Trends and challenges. Inf. Syst. 85 (2019)
Daria Glushkova, Petar Jovanovic, Alberto Abelló
Mapreduce performance model for Hadoop 2.x. Inf. Syst. 79 (2019)
Emmanouil Valsomatzis, Torben Bach Pedersen, Alberto Abelló
Day-ahead Trading of Aggregated Energy Flexibility - Full Version. CoRR (2018)
Sergi Nadal, Oscar Romero, Alberto Abelló, Panos Vassiliadis, Stijn Vansummeren
An Integration-Oriented Ontology to Govern Evolution in Big Data Ecosystems. CoRR (2018)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
PRESISTANT: Learning based assistant for data pre-processing. CoRR (2018)
Marc Oriol, Melanie J. C. Stade, Farnaz Fotrousi, Sergi Nadal, Jovan Varga, Norbert Seyff, Alberto Abelló, Xavier Franch, Jordi Marco, Oleg Schmidt
FAME: Supporting Continuous Requirements Elicitation by Combining User Feedback and Monitoring. RE (2018)
Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner
A Cost-based Storage Format Selector for Materialization in Big Data Frameworks. CoRR (2018)
Rana Faisal Munir, Sergi Nadal, Oscar Romero, Alberto Abelló, Petar Jovanovic, Maik Thiele, Wolfgang Lehner
Intermediate Results Materialization Selection and Format for Data-Intensive Flows. Fundam. Informaticae 163 (2) (2018)
Emmanouil Valsomatzis, Torben Bach Pedersen, Alberto Abelló
Day-ahead Trading of Aggregated Energy Flexibility. e-Energy (2018)
Sergi Nadal, Alberto Abelló, Oscar Romero, Stijn Vansummeren, Panos Vassiliadis
MDM: Governing Evolution in Big Data Ecosystems. EDBT (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)
Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi, Alberto Abelló, Oscar Romero
Interactive multidimensional modeling of linked data for exploratory OLAP. Inf. Syst. 77 (2018)
Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner
ATUN-HL: Auto Tuning of Hybrid Layouts Using Workload and Data Characteristics. ADBIS (2018)
Moditha Hewasinghage, Jovan Varga, Alberto Abelló, Esteban Zimányi
Managing Polyglot Systems Metadata with Hypergraphs. ER (2018)
Alberto Abelló, Xavier de Palol, Mohand-Saïd Hacid
Approximating the Schema of a Set of Documents by Means of Resemblance. J. Data Semant. 7 (2) (2018)
Xavier Franch, Jolita Ralyté, Anna Perini, Alberto Abelló, David Ameller, Jesús Gorroñogoitia, Sergi Nadal, Marc Oriol, Norbert Seyff, Alberto Siena, Angelo Susi
A Situational Approach for the Definition and Tailoring of a Data-Driven Software Evolution Method. CAiSE (2018)
Daria Glushkova, Petar Jovanovic, Alberto Abelló
MapReduce Performance Models for Hadoop 2.x. EDBT/ICDT Workshops (2017)
Sergi Nadal, Oscar Romero, Alberto Abelló, Panos Vassiliadis, Stijn Vansummeren
An Integration-Oriented Ontology to Govern Evolution in Big Data Ecosystems. EDBT/ICDT Workshops (2017)
Alberto Abelló, Claudia P. Ayala, Carles Farré, Cristina Gómez, Marc Oriol, Oscar Romero
A Data-Driven Approach to Improve the Process of Data-Intensive API Creation and Evolution. CAiSE-Forum-DC (2017)
Vasileios Theodorou, Petar Jovanovic, Alberto Abelló, Emona Nakuçi
Data generator for evaluating ETL process quality. Inf. Syst. 63 (2017)
Ayman Alserafi, Toon Calders, Alberto Abelló, Oscar Romero
DS-Prox: Dataset Proximity Mining for Governing the Data Lake. SISAP (2017)
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)
Sergi Nadal, Victor Herrero, Oscar Romero, Alberto Abelló, Xavier Franch, Stijn Vansummeren, Danilo Valerio
A software reference architecture for semantic-aware Big Data systems. Inf. Softw. Technol. 90 (2017)
Rohit Kumar, Alberto Abelló, Toon Calders
Cost Model for Pregel on GraphX. ADBIS (2017)
Sergi Nadal, Alberto Abelló, Oscar Romero, Jovan Varga
Big Data Management Challenges in SUPERSEDE. EDBT/ICDT Workshops (2017)
Vasileios Theodorou, Alberto Abelló, Maik Thiele, Wolfgang Lehner
Frequent patterns in ETL workflows: An empirical approach. Data Knowl. Eng. 112 (2017)
Emmanouil Valsomatzis, Torben Bach Pedersen, Alberto Abelló, Katja Hose
Aggregating energy flexibilities under constraints. SmartGridComm (2016)
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)
Emmanouil Valsomatzis, Torben Bach Pedersen, Alberto Abelló, Katja Hose, Laurynas Siksnys
Towards constraint-based aggregation of energy flexibilities. e-Energy (Posters) (2016)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
Automated Data Pre-processing via Meta-learning. MEDI (2016)
Petar Jovanovic, Oscar Romero, Toon Calders, Alberto Abelló
H-WorD: Supporting Job Scheduling in Hadoop with Workload-Driven Data Redistribution. ADBIS (2016)
Stefano Rizzi, Enrico Gallinucci, Matteo Golfarelli, Alberto Abelló, Oscar Romero
Towards Exploratory OLAP on Linked Data. SEBD (2016)
Victor Herrero, Alberto Abelló, Oscar Romero
NOSQL Design for Analytical Workloads: Variability Matters. ER (2016)
Petar Jovanovic, Oscar Romero, Alberto Abelló
A Unified View of Data-Intensive Flows in Business Intelligence Systems: A Survey. Trans. Large Scale Data Knowl. Centered Syst. 29 (2016)
Ayman Alserafi, Alberto Abelló, Oscar Romero, Toon Calders
Towards Information Profiling: Data Lake Content Metadata Management. ICDM Workshops (2016)
Besim Bilalli, Alberto Abelló, Tomàs Aluja-Banet, Robert Wrembel
Towards Intelligent Data Analysis: The Metadata Challenge. IoTBD (2016)
Petar Jovanovic, Oscar Romero, Alkis Simitsis, Alberto Abelló
Incremental Consolidation of Data-Intensive Multi-Flows. IEEE Trans. Knowl. Data Eng. 28 (5) (2016)
Vasileios Theodorou, Alberto Abelló, Wolfgang Lehner, Maik Thiele
Quality measures for ETL processes: from goals to implementation. Concurr. Comput. Pract. Exp. 28 (15) (2016)
Oscar Romero, Victor Herrero, Alberto Abelló, Jaume Ferrarons
Tuning small analytics on Big Data: Data partitioning and secondary indexes in the Hadoop ecosystem. Inf. Syst. 54 (2015)
Alberto Abelló, Oscar Romero, Torben Bach Pedersen, Rafael Berlanga Llavori, Victoria Nebot, María José Aramburu Cabo, Alkis Simitsis
Using Semantic Web Technologies for Exploratory OLAP: A Survey. IEEE Trans. Knowl. Data Eng. 27 (2) (2015)
Petar Jovanovic, Oscar Romero, Alkis Simitsis, Alberto Abelló, Héctor Candón, Sergi Nadal
Quarry: Digging Up the Gems of Your Data Treasury. EDBT (2015)
Vasileios Theodorou, Alberto Abelló, Maik Thiele, Wolfgang Lehner
POIESIS: a Tool for Quality-aware ETL Process Redesign. EDBT (2015)
Alberto Abelló
Big Data Design. DOLAP (2015)
Vasileios Theodorou, Alberto Abelló, Maik Thiele, Wolfgang Lehner
A Framework for User-Centered Declarative ETL. DOLAP (2014)
Vasileios Theodorou, Alberto Abelló, Wolfgang Lehner
Quality Measures for ETL Processes. DaWaK (2014)
Petar Jovanovic, Oscar Romero, Alkis Simitsis, Alberto Abelló, Daria Mayorova
A requirement-driven approach to the design and evolution of data warehouses. Inf. Syst. 44 (2014)
Emona Nakuçi, Vasileios Theodorou, Petar Jovanovic, Alberto Abelló
Bijoux: Data Generator for Evaluating ETL Process Quality. DOLAP (2014)
Ruth Raventós, Stephany García, Oscar Romero, Alberto Abelló, Jaume Viñas
On the Complexity of Requirements Engineering for Decision-Support Systems: The CID Case Study. eBISS (2014)
Alberto Abelló, Boualem Benatallah, Ladjel Bellatreche
Special Issue on: Model and Data Engineering. J. Data Semant. 3 (3) (2014)
Alberto Abelló, Jérôme Darmont, Lorena Etcheverry, Matteo Golfarelli, Jose-Norberto Mazón, Felix Naumann, Torben Bach Pedersen, Stefano Rizzi, Juan Trujillo, Panos Vassiliadis, Gottfried Vossen
Fusion Cubes: Towards Self-Service Business Intelligence. Int. J. Data Warehous. Min. 9 (2) (2013)
Oscar Romero, Alberto Abelló
Open Access Semantic Aware Business Intelligence. eBISS (2013)
Petar Jovanovic, Oscar Romero, Alkis Simitsis, Alberto Abelló
ORE: an iterative approach to the design and evolution of multi-dimensional schemas. DOLAP (2012)
Alberto Abelló, Oscar Romero
Ontology driven search of compound IDs. Knowl. Inf. Syst. 32 (1) (2012)
Petar Jovanovic, Oscar Romero, Alkis Simitsis, Alberto Abelló
Requirement-Driven Creation and Deployment of Multidimensional and ETL Designs. ER Workshops (2012)
Petar Jovanovic, Oscar Romero, Alkis Simitsis, Alberto Abelló
Integrating ETL Processes from Information Requirements. DaWaK (2012)
Alberto Abelló
NoSQL: The death of the Star. EDA (2011)

Alberto Abelló.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Alberto Abelló