Vassilakipoulos, Michael Autor
An academic recommender system on large citation data based on clustering, graph modeling and deep learning
- Stergiopoulos V.
- Vassilakopoulos M.
- Tousidou E.
- Corral A.
Knowledge and Information Systems - 1/8/2024
- CiteScore: 5,7 (2023)
- SJR: 0,86 (2023)
- SNIP: 1,21 (2023)
Preface to the Proceedings of the 8th Smart Data Smart Cities (SDSC) conference ISPRS Annals
- Pantazis D.N.
- Karanikolas N.N.
- Vassilakopoulos M.
- Coors V.
- Voyiatzis I.
- Ellul C.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences - 31/5/2024
10.5194/isprs-annals-x-4-w4-2024-1-2024
- CiteScore: 2 (2023)
- SJR: 0,317 (2023)
- SNIP: 0,368 (2023)
GPU-Based Algorithms for Processing the k Nearest-Neighbor Query on Spatial Data Using Partitioning and Concurrent Kernel Execution
- Velentzas P.
- Vassilakopoulos M.
- Corral A.
- Antonopoulos C.
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING - 1/1/2023
- Factor Impacto JCR: 0,9 (2023)
- CiteScore: 4 (2022)
- SJR: 0,399 (2022)
- SNIP: 0,752 (2022)
- Impacto JCR a 5 años: 0,9
- Categorías JCR: COMPUTER SCIENCE, THEORY & METHODS
Efficient distributed algorithms for distance join queries in spark-based spatial analytics systems
- Francisco García-García
- Antonio Corral
- Luis Iribarne
- Michael Vassilakopoulos
INTERNATIONAL JOURNAL OF GENERAL SYSTEMS - 19/02/2023
- Factor Impacto JCR: 2,4 (2023)
- Impacto Normalizado por Categoría: 1,538 (2023)
- CiteScore: 4,4 (2022)
- SJR: 0,561 (2022)
- SNIP: 1,234 (2022)
- Impacto JCR a 5 años: 2,1
- Categorías JCR: COMPUTER SCIENCE, THEORY & METHODS
- Scopus
- ORCID
- Web of Science
Porting disk-based spatial index structures to flash-based solid state drives
- Carniel A.C.
- Roumelis G.
- Ciferri R.R.
- Vassilakopoulos M.
- Corral A.
- Aguiar C.D.
GeoInformatica - 1/01/2022
- Cuartil JCR: Q3 (2022)
- Factor Impacto JCR: 2,773 (2023)
- Impacto Normalizado por Categoría: 0,341 (2022)
- CiteScore: 5,2 (2021)
- SJR: 0,661 (2021)
- SNIP: 1,337 (2021)
- Impacto JCR a 5 años: 2,072
- Categorías JCR: COMPUTER SCIENCE, INFORMATION SYSTEMS
- Scopus
- ORCID
- Web of Science
GPU-aided edge computing for processing the k nearest-neighbor query on SSD-resident data
- Velentzas P.
- Vassilakopoulos M.
- Corral A.
Internet of Things - 1/9/2021
- Cuartil JCR: Q1 (2021)
- Factor Impacto JCR: 5,711 (2023)
- Impacto Normalizado por Categoría: 0,424 (2021)
- Impacto JCR a 5 años: 5,962
- Categorías JCR: TELECOMMUNICATIONS
- Scopus
- ORCID
- Web of Science
Algorithms for processing the group K nearest-neighbor query on distributed frameworks
- Moutafis P.
- García-García F.
- Mavrommatis G.
- Vassilakopoulos M.
- Corral A.
- Iribarne L.
Distributed and Parallel Databases - 1/9/2021
- Cuartil JCR: Q3 (2021)
- Factor Impacto JCR: 1,5 (2023)
- Impacto Normalizado por Categoría: 0,22 (2021)
- CiteScore: 2,7 (2022)
- SJR: 0,357 (2021)
- SNIP: 0,664 (2021)
- Impacto JCR a 5 años: 1,495
- Categorías JCR: COMPUTER SCIENCE, INFORMATION SYSTEMS
- Scopus
- ORCID
- Web of Science
Efficient group k nearest-neighbor spatial query processing in apache spark
- Moutafis P.
- Mavrommatis G.
- Vassilakopoulos M.
- Corral A.
ISPRS International Journal of Geo-Information - 1/11/2021
- Cuartil JCR: Q2 (2021)
- Factor Impacto JCR: 3,099 (2023)
- Impacto Normalizado por Categoría: 0,312 (2021)
- CiteScore: 4,6 (2020)
- SJR: 0,684 (2020)
- SNIP: 1,333 (2020)
- Impacto JCR a 5 años: 3,165
- Categorías JCR: GEOGRAPHY, PHYSICAL
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Improving Distance-Join Query processing with Voronoi-Diagram based partitioning in SpatialHadoop
- García-García F.
- Corral A.
- Iribarne L.
- Vassilakopoulos M.
Future Generation Computer Systems - 1/10/2020
- Cuartil JCR: Q1 (2020)
- Cuartil SJR: Q1
- Factor Impacto JCR: 7,187 (2023)
- Impacto Normalizado por Categoría: 0,648 (2020)
- CiteScore: 21,1 (2022)
- SJR: 1,262 (2020)
- SNIP: 2,641 (2020)
- Impacto JCR a 5 años: 5,387
- Categorías JCR: COMPUTER SCIENCE, THEORY & METHODS
- Categorías SJR: Computer Networks and Communications (Q1); Hardware and Architecture (Q1); Software (Q1)
- Scopus
- ORCID
- Web of Science
Parallel processing of spatial batch-queries using xBR <sup>+</sup> -trees in solid-state drives
- Roumelis G.
- Velentzas P.
- Vassilakopoulos M.
- Corral A.
- Fevgas A.
- Manolopoulos Y.
Cluster Computing - 1/1/2020
- Cuartil JCR: Q1 (2020)
- Cuartil SJR: Q2
- Factor Impacto JCR: 3,458 (2023)
- Impacto Normalizado por Categoría: 0,394 (2020)
- CiteScore: 3,1 (2020)
- SJR: 0,335 (2020)
- SNIP: 0,744 (2020)
- Impacto JCR a 5 años: 2,763
- Categorías JCR: COMPUTER SCIENCE, THEORY & METHODS
- Categorías SJR: Computer Networks and Communications (Q2); Software (Q2)
- Scopus
- ORCID
- Web of Science
Hyper-parameters Tuning of Artificial Neural Networks: An Application in the Field of Recommender Systems
- Vaios Stergiopoulos
- Michael Vassilakopoulos
- Eleni Tousidou
- Antonio Corral
Communications in Computer and Information Science - 1/1/2022
- Impacto Normalizado por Categoría: 0,772 (2022)
- CiteScore: 0,9 (2021)
- SJR: 0,209 (2021)
- SNIP: 0,286 (2021)
- Scopus
- ORCID
- Web of Science
GPU-Based Algorithms for Processing the k Nearest-Neighbor Query on Disk-Resident Data
- Velentzas P.
- Vassilakopoulos M.
- Corral A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2021
- CiteScore: 1,8 (2020)
- SJR: 0,249 (2020)
- SNIP: 0,628 (2020)
- Scopus
- ORCID
Big spatial and spatio-temporal data analytics systems
- Velentzas P.
- Corral A.
- Vassilakopoulos M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2021
- CiteScore: 1,8 (2020)
- SJR: 0,249 (2020)
- SNIP: 0,628 (2020)
- Scopus
- ORCID
Spatial batch-queries processing using xBR<sup>+</sup>-trees in Solid-State Drives
- Roumelis G.
- Vassilakopoulos M.
- Corral A.
- Fevgas A.
- Manolopoulos Y.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2018
- Impacto Normalizado por Categoría: 0,717 (2018)
- CiteScore: 1,8 (2020)
- SJR: 0,283 (2018)
- SNIP: 0,707 (2018)
- Scopus
- ORCID
- Web of Science
Bulk insertions into xBR<sup>+</sup>-trees
- Roumelis G.
- Vassilakopoulos M.
- Corral A.
- Manolopoulos Y.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2017
- Impacto Normalizado por Categoría: 0,362 (2017)
- CiteScore: 1,8 (2020)
- SJR: 0,295 (2017)
- SNIP: 0,673 (2017)
- Scopus
- ORCID
- Web of Science
The K group nearest-neighbor query on non-indexed RAM-resident data
- Roumelis G.
- Vassilakopoulos M.
- Corral A.
- Manolopoulos Y.
Advances in Intelligent Systems and Computing - 1/1/2016
- Impacto Normalizado por Categoría: 0,545 (2016)
- CiteScore: 0,9 (2019)
- SJR: 0,176 (2016)
- SNIP: 0,373 (2016)
- Categorías SJR: Computer Science (miscellaneous); Control and Systems Engineering
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Bulk-loading xBR<sup>+</sup>-trees
- Roumelis G.
- Vassilakopoulos M.
- Corral A.
- Manolopoulos Y.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016
- Impacto Normalizado por Categoría: 0,559 (2016)
- CiteScore: 1,8 (2020)
- SJR: 0,339 (2016)
- SNIP: 0,676 (2016)
- Scopus
- ORCID
- Web of Science
The xbr<sup>+</sup>-tree: An efficient access method for points
- Roumelis G.
- Vassilakopoulos M.
- Loukopoulos T.
- Corral A.
- Manolopoulos Y.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015
- CiteScore: 1,8 (2020)
- SJR: 0,369 (2015)
- SNIP: 0,708 (2015)
- Scopus
- ORCID
A new plane-sweep algorithm for the k-closest-pairs query
- Roumelis G.
- Vassilakopoulos M.
- Corral A.
- Manolopoulos Y.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014
- Impacto Normalizado por Categoría: 1,088 (2014)
- CiteScore: 1,8 (2020)
- SJR: 0,354 (2014)
- SNIP: 0,753 (2014)
- Scopus
- ORCID
- Web of Science
Ant Colony Optimization and Data Mining
- Michelakos, Ioannis
- Mallios, Nikolaos
- Papageorgiou, Elpiniki
- Vassilakopoulos, Michael
- Bessis, N
- Xhafa, F
NEXT GENERATION DATA TECHNOLOGIES FOR COLLECTIVE COMPUTATIONAL INTELLIGENCE - 2011
Detecting Hull Fouling using Machine Learning Algorithms trained on Ship Propulsion Data to Improve Resource Management and Increase Environmental Benefits
- Petridis C.
- Vassilakopoulos M.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences - 31/5/2024
10.5194/isprs-annals-x-4-w4-2024-185-2024
- CiteScore: 2 (2023)
- SJR: 0,317 (2023)
- SNIP: 0,368 (2023)
Large Language Models versus Natural Language Understanding and Generation
- Nikitas Karanikolas
- Eirini Manga
- Nikoletta Samaridi
- Eleni Tousidou
- Michael Vassilakopoulos
24/11/2023
- ORCID
Enhancing Sedona (formerly GeoSpark) with Efficient k Nearest Neighbor Join Processing
- García-García F.
- Corral A.
- Iribarne L.
- Vassilakopoulos M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2021
- CiteScore: 2,2 (2022)
- SJR: 0,407 (2021)
- SNIP: 0,546 (2021)
- Scopus
- ORCID
A Partitioning GPU-based Algorithm for Processing the k Nearest-Neighbor Query
- Velentzas P.
- Vassilakopoulos M.
- Corral A.
Proceedings of the 12th International Conference on Management of Digital EcoSystems, MEDES 2020 - 2/11/2020
- Scopus
- ORCID
In-memory k nearest neighbor GPU-based query processing
- Velentzas P.
- Vassilakopoulos M.
- Corral A.
GISTAM 2020 - Proceedings of the 6th International Conference on Geographical Information Systems Theory, Applications and Management - 1/1/2020
- Impacto Normalizado por Categoría: 1,035 (2020)
- Scopus
- ORCID
- Web of Science
MapReduce algorithms for the k group nearest-neighbor query
- Moutafis P.
- Vassilakopoulos M.
- García-García F.
- Corral A.
- Mavrommatis G.
- Iribarne L.
Proceedings of the ACM Symposium on Applied Computing - 1/1/2019
- Impacto Normalizado por Categoría: 0,286 (2019)
- Categorías SJR: Electronic, Optical and Magnetic Materials; Mechanics of Materials
- Scopus
- ORCID
- Web of Science
MRSLICE: Efficient RkNN Query Processing in SpatialHadoop
- García-García F.
- Corral A.
- Iribarne L.
- Vassilakopoulos M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019
- Impacto Normalizado por Categoría: 0,518 (2019)
- CiteScore: 2,2 (2022)
- SJR: 0,427 (2019)
- SNIP: 0,727 (2019)
- Scopus
- ORCID
- Web of Science
An efficient flash-aware spatial index for points
- Carniel A.
- Roumelis G.
- Ciferri R.
- Vassilakopoulos M.
- Corral A.
- Ciferri C.
Proceedings of the Brazilian Symposium on GeoInformatics - 1/1/2018
- Categorías SJR: Earth and Planetary Sciences (miscellaneous); Geography, Planning and Development; Information Systems
- Scopus
- ORCID
Voronoi-diagram based partitioning for distance join query processing in spatialhadoop
- García-García F.
- Corral A.
- Iribarne L.
- Vassilakopoulos M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2018
- Impacto Normalizado por Categoría: 0,897 (2018)
- CiteScore: 2,2 (2022)
- SJR: 0,283 (2018)
- SNIP: 0,716 (2018)
- Scopus
- ORCID
- Web of Science
Use-based optimization of Spatial access methods
- Athanasiou N.
- Corral A.
- Vassilakopoulos M.
- Manolopoulos Y.
9th International Conference on Management of Digital EcoSystems, MEDES 2017 - 7/11/2017
- Scopus
- ORCID
- Web of Science
Este autor no tiene patentes.
Este autor no tiene informes ni otros tipos de publicaciones.
Índice h
Scopus: 13
Web of Science: 11
Índice i10
Scopus: 26
Web of Science: 13
Perfiles de autor
-
ORCID
-
Web of Science ResearcherID
-
Scopus Author ID
Proyectos de investigación en la UAL
-
Acrónimo PID2021-124124OB-I00Desde: 1 de septiembre de 2022Hasta: 1 de septiembre de 2026Financiado por: Ministerio de Ciencia e InnovaciónImporte de financiación: 88.500,00 EURRol: Equipo de trabajo
-
Acrónimo TIN2017-83964-RDesde: 1 de enero de 2018Hasta: 31 de diciembre de 2021Financiado por: MECImporte de financiación: 67.760,00 EURRol: Equipo de trabajo