Athanasios Fevgas

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 23

Top Topics

High Dimensionality

Machine Learning Algorithms

Top Venues

Nucleic Acids Res.

Int. J. Artif. Intell. Tools

Publications

Leonidas Akritidis, Athanasios Fevgas, Miltiadis Alamaniotis, Panayiotis Bozanis
Conditional Data Synthesis with Deep Generative Models for Imbalanced Dataset Oversampling. ICTAI (2023)
Athanasios Fevgas, Leonidas Akritidis, Miltiadis Alamaniotis, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
HyR-tree: a spatial index for hybrid flash/3D XPoint storage. Neural Comput. Appl. 35 (1) (2023)
Leonidas Akritidis, Miltiadis Alamaniotis, Athanasios Fevgas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
Improving Hierarchical Short Text Clustering through Dominant Feature Learning. Int. J. Artif. Intell. Tools 31 (5) (2022)
Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis, Yannis Manolopoulos
An unsupervised distance-based model for weighted rank aggregation with list pruning. Expert Syst. Appl. 202 (2022)
Leonidas Akritidis, Miltiadis Alamaniotis, Athanasios Fevgas, Panayiotis Bozanis
A Scalable Short-Text Clustering Algorithm Using Apache Spark. ICTAI (2021)
George Roumelis, Polychronis Velentzas, Michael Vassilakopoulos, Antonio Corral, Athanasios Fevgas, Yannis Manolopoulos
-trees in solid-state drives. Clust. Comput. 23 (3) (2020)
Athanasios Fevgas, Leonidas Akritidis, Panayiotis Bozanis, Yannis Manolopoulos
Indexing in flash storage devices: a survey on challenges, current approaches, and future trends. VLDB J. 29 (1) (2020)
Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis, Christos Makris
A self-verifying clustering approach to unsupervised matching of product titles. Artif. Intell. Rev. 53 (7) (2020)
Leonidas Akritidis, Miltiadis Alamaniotis, Athanasios Fevgas, Panayiotis Bozanis
Confronting Sparseness and High Dimensionality in Short Text Clustering via Feature Vector Projections. ICTAI (2020)
Leonidas Akritidis, Athanasios Fevgas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
Evaluating the Effects of Modern Storage Devices on the Efficiency of Parallel Machine Learning Algorithms. Int. J. Artif. Intell. Tools 29 (03n04) (2020)
Athanasios Fevgas, Panayiotis Bozanis
LB-Grid: An SSD efficient Grid File. Data Knowl. Eng. 121 (2019)
George Roumelis, Athanasios Fevgas, Michael Vassilakopoulos, Antonio Corral, Panayiotis Bozanis, Yannis Manolopoulos
-trees in Solid State Drives. Computing 101 (10) (2019)
Manan Bhagat, Miltiadis Alamaniotis, Athanasios Fevgas
Extreme Interval Electricity Price Forecasting of Wholesale Markets Integrating ELM and Fuzzy Inference. IISA (2019)
Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis, Miltiadis Alamaniotis
A Self-Pruning Classification Model for News. IISA (2019)
Athanasios Fevgas, Panayiotis Bozanis
A spatial index for hybrid storage. IDEAS (2019)
Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis
An Iterative Distance-Based Model for Unsupervised Weighted Rank Aggregation. WI (2019)
Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis, Christos Makris
A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product Titles. CoRR (2019)
Athanasios Fevgas, Leonidas Akritidis, Miltiadis Alamaniotis, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
A Study of R-tree Performance in Hybrid Flash/3DXPoint Storage. IISA (2019)
Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis
Effective Products Categorization with Importance Scores and Morphological Analysis of the Titles. ICTAI (2018)
Leonidas Akritidis, Athanasios Fevgas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
Investigating the Efficiency of Machine Learning Algorithms on MapReduce Clusters with SSDs. ICTAI (2018)
George Roumelis, Michael Vassilakopoulos, Antonio Corral, Athanasios Fevgas, Yannis Manolopoulos
Spatial Batch-Queries Processing Using xBR ^+ -trees in Solid-State Drives. MEDI (2018)
Leonidas Akritidis, Panayiotis Bozanis, Athanasios Fevgas
Supervised Papers Classification on Large-Scale High-Dimensional Data with Apache Spark. DASC/PiCom/DataCom/CyberSciTech (2018)
Georgios Georgakilas, Ioannis S. Vlachos, Konstantinos Zagganas, Thanasis Vergoulis, Maria D. Paraskevopoulou, Ilias Kanellos, Panayiotis Tsanakas, Dimitris Dellis, Athanasios Fevgas, Theodore Dalamagas, Artemis G. Hatzigeorgiou
DIANA-miRGen v3.0: accurate characterization of microRNA promoters and their regulators. Nucleic Acids Res. 44 (Database-Issue) (2016)
Athanasios Fevgas, Konstantis Daloukas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
A Study of Sparse Matrix Methods on New Hardware: Advances and Challenges. Int. J. Monit. Surveillance Technol. Res. 3 (3) (2015)
Athanasios Fevgas, Konstantis Daloukas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
Efficient solution of large sparse linear systems in modern hardware. IISA (2015)
Miltiadis Alamaniotis, Lefteri H. Tsoukalas, Athanasios Fevgas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
Multiobjective Unfolding of Shared Power Consumption Pattern Using Genetic Algorithm for Estimating Individual Usage in Smart Cities. ICTAI (2015)
Ioannis S. Vlachos, Maria D. Paraskevopoulou, Dimitra Karagkouni, Georgios Georgakilas, Thanasis Vergoulis, Ilias Kanellos, Ioannis-Laertis Anastasopoulos, Sofia Maniou, Konstantina Karathanou, Despina Kalfakakou, Athanasios Fevgas, Theodore Dalamagas, Artemis G. Hatzigeorgiou
DIANA-TarBase v7.0: indexing more than half a million experimentally supported miRNA: mRNA interactions. Nucleic Acids Res. 43 (Database-Issue) (2015)
Athanasios Fevgas, Panayiotis Bozanis
Grid-File: Towards to a Flash Efficient Multi-dimensional Index. DEXA (2) (2015)
Athanasios Fevgas, Nikolaos Fraggogiannis, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
The iMuse Virtual Museum: towards a cultural education platform. IISA (2014)
Athanasios Fevgas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis
iMuse Mobile Tour: A personalized multimedia museum guide opens to groups. ISCC (2011)
Athanasios Fevgas, Panagiota E. Tsompanopoulou, Apostolos Tsiovoulos, Giorgos Drasidis, Panayiotis Bozanis
Utilizing UHF RFIDs to Enhance Museum Visiting Experience. Panhellenic Conference on Informatics (2010)
Stamatia Bibi, Panagiota E. Tsompanopoulou, Athanasios Fevgas, Nikolaos Fraggogiannis, Adamantini Martini, Alexandros Zaharis, Panayiotis Bozanis
A Platform for Delivering Multimedia Presentations on Cultural Heritage. Panhellenic Conference on Informatics (2010)