Big Data for transportation and mobility: recent advances, trends and challenges AI Torre-Bastida, J Del Ser, I Laña, M Ilardia, MN Bilbao, ... IET Intelligent Transport Systems, 2018 | 149 | 2018 |
Bio-inspired computation for big data fusion, storage, processing, learning and visualization: state of the art and future directions AI Torre-Bastida, J Díaz-de-Arcaya, E Osaba, K Muhammad, D Camacho, ... Neural Computing and Applications, 1-31, 2021 | 27 | 2021 |
A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines E Villar‐Rodríguez, J Del Ser, AI Torre‐Bastida, MN Bilbao, ... Concurrency and Computation: Practice and Experience 28 (4), 1385-1395, 2016 | 18 | 2016 |
A heuristic approach to the multicriteria design of IaaS cloud infrastructures for Big Data applications J Arostegi, María and Torre-Bastida, Ana and Bilbao, Miren Nekane and Del Ser Expert Systems, 2018 | 13* | 2018 |
Semantic Information Fusion of Linked Open Data and Social Big Data for the Creation of an Extended Corporate CRM Database AI Torre-Bastida, E Villar-Rodriguez, J Del Ser, S Gil-Lopez Intelligent Distributed Computing VIII, 211-221, 2015 | 13 | 2015 |
Pangea: An MLOps Tool for Automatically Generating Infrastructure and Deploying Analytic Pipelines in Edge, Fog and Cloud Layers R Miñón, J Diaz-de-Arcaya, AI Torre-Bastida, P Hartlieb Sensors 22 (12), 4425, 2022 | 12 | 2022 |
Towards an architecture for big data analytics leveraging edge/fog paradigms J Díaz-de-Arcaya, R Miñon, AI Torre-Bastida Proceedings of the 13th European Conference on Software Architecture-Volume …, 2019 | 12 | 2019 |
Big data in road transport and mobility research S Campos-Cordobés, J Del Ser, I Laña, II Olabarrieta, J Sánchez-Cubillo, ... Intelligent Vehicles, 175-205, 2018 | 12 | 2018 |
Tecnologías big data para análisis y recuperación de imágenes web S Rodríguez-Vaamonde, AI Torre-Bastida, E Garrote El profesional de la información 23 (6), 567-574, 2014 | 11 | 2014 |
PADL: A Modeling and Deployment Language for Advanced Analytical Services J Díaz-de-Arcaya, R Miñón, AI Torre-Bastida, J Del Ser, A Almeida Sensors 20 (23), 6712, 2020 | 10 | 2020 |
Datos abiertos enlazados (LOD) y su implantación en bibliotecas: iniciativas y tecnologías AI Torre-Bastida, M González-Rodríguez, E Villar-Rodríguez El Profesional de la Información 24 (2), 113-120, 2015 | 10 | 2015 |
On Interlinking Linked Data Sources by Using Ontology Matching Techniques and the Map-Reduce Framework AI Torre-Bastida, E Villar-Rodriguez, J Del Ser, D Camacho, ... Intelligent Data Engineering and Automated Learning–IDEAL 2014, 53-60, 2014 | 9 | 2014 |
Query Rewriting for an Incremental Search in Heterogeneous Linked Data Sources AI Torre-Bastida, J Bermúdez, A Illarramendi, E Mena, M González Flexible Query Answering Systems, 13-24, 2013 | 9 | 2013 |
Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria J Del Ser, AI Torre-Bastida, I Lana, MN Bilbao, C Perfecto 2017 IEEE Congress on Evolutionary Computation (CEC), 480-487, 2017 | 8 | 2017 |
K2E: Building MLOps Environments for Governing Data and Models Catalogues while Tracking Versions G Zárate, R Miñón, J Díaz-de-Arcaya, AI Torre-Bastida 2022 IEEE 19th International Conference on Software Architecture Companion …, 2022 | 7 | 2022 |
Technological Perspective of Data Governance in Data Space Ecosystems AI Torre-Bastida, G Gil, R Miñón, J Díaz-de-Arcaya Data Spaces: Design, Deployment and Future Directions, 65-87, 2022 | 7 | 2022 |
PADL: a Language for the Operationalization of Distributed Analytical Pipelines over Edge/Fog Computing Environments J Díaz-de-Arcaya, R Miñón, AI Torre-Bastida, J Del Ser, A Almeida 2020 5th International Conference on Smart and Sustainable Technologies …, 2020 | 7 | 2020 |
Design and Implementation of an Extended Corporate CRMDatabase System with Big Data Analytical Functionalities AI Torre-Bastida, E Villar-Rodriguez, S Gil-Lopez, J Del Ser Journal of Universal Computer Science 21 (6), 757-776, 2015 | 7 | 2015 |
Orfeon: An AIOps framework for the goal-driven operationalization of distributed analytical pipelines J Díaz-de-Arcaya, AI Torre-Bastida, R Miñón, A Almeida Future Generation Computer Systems 140, 18-35, 2023 | 6 | 2023 |
A Joint Study of the Challenges, Opportunities, and Roadmap of MLOps and AIOps: A Systematic Survey J Diaz-de-Arcaya, AI Torre-Bastida, G Zárate, R Miñón, A Almeida ACM Computing Surveys 56 (4), 1-30, 2023 | 5 | 2023 |