Leonidas Akritidis

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 24

Top Topics

Dimensionality Reduction

Rank Aggregation

Text Clustering

Sentiment Analysis

Top Venues

Int. J. Artif. Intell. Tools

Publications

Leonidas Akritidis, Panayiotis Bozanis
A clustering-based resampling technique with cluster StructureAnalysis for software defect detection in imbalanced datasets. Inf. Sci. 674 (2024)
Leonidas Akritidis, Panayiotis Bozanis
Low-Dimensional Text Representations for Sentiment Analysis NLP Tasks. SN Comput. Sci. 4 (5) (2023)
Leonidas Akritidis, Athanasios Fevgas, Miltiadis Alamaniotis, Panayiotis Bozanis
Conditional Data Synthesis with Deep Generative Models for Imbalanced Dataset Oversampling. ICTAI (2023)
Leonidas Akritidis, Miltiadis Alamaniotis, Panayiotis Bozanis
FLAGR: A flexible high-performance library for rank aggregation. SoftwareX 21 (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, Panayiotis Bozanis
Matching Products with Deep NLP Models. IISA (2023)
Leonidas Akritidis, Panayiotis Bozanis
How Dimensionality Reduction Affects Sentiment Analysis NLP Tasks: An Experimental Study. AIAI (2) (2022)
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, Panayiotis Bozanis
Lifting the Curse: Exploring Dimensionality Reduction on Text Clustering Applications. IISA (2022)
Leonidas Akritidis, Miltiadis Alamaniotis, Athanasios Fevgas, Panayiotis Bozanis
A Scalable Short-Text Clustering Algorithm Using Apache Spark. ICTAI (2021)
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)
Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis, Miltiadis Alamaniotis
A Self-Pruning Classification Model for News. IISA (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)
Leonidas Akritidis, Panayiotis Bozanis
Effective Unsupervised Matching of Product Titles with k-Combinations and Permutations. INISTA (2018)
Leonidas Akritidis, Panayiotis Bozanis, Dimitrios Papadopoulos
Efficient urban transportation(s) with IoT devices and robust workers allocation. SEEDA-CECNSM (2018)
Leonidas Akritidis, Panayiotis Bozanis, Athanasios Fevgas
Supervised Papers Classification on Large-Scale High-Dimensional Data with Apache Spark. DASC/PiCom/DataCom/CyberSciTech (2018)
Leonidas Akritidis, Panayiotis Bozanis
Improving opinionated blog retrieval effectiveness with quality measures and temporal features. World Wide Web 17 (4) (2014)
Leonidas Akritidis, Panayiotis Bozanis
A supervised machine learning classification algorithm for research articles. SAC (2013)
Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis
Improved retrieval effectiveness by efficient combination of term proximity and zone scoring: A simulation-based evaluation. Simul. Model. Pract. Theory 22 (2012)
Leonidas Akritidis, Panayiotis Bozanis
Positional Data Organization and Compression in Web Inverted Indexes. DEXA (1) (2012)
Leonidas Akritidis, Panayiotis Bozanis
Computing Scientometrics in Large-Scale Academic Search Engines with MapReduce. WISE (2012)
Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis
Identifying attractive research fields for new scientists. Scientometrics 91 (3) (2012)
Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis
Effective rank aggregation for metasearching. J. Syst. Softw. 84 (1) (2011)
Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis
Identifying the Productive and Influential Bloggers in a Community. IEEE Trans. Syst. Man Cybern. Part C 41 (5) (2011)
Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis
Identifying Influential Bloggers: Time Does Matter CoRR (2009)
Dimitrios Katsaros, Leonidas Akritidis, Panayiotis Bozanis
index: Quantifying the impact of coterminal citations on scientists' ranking. J. Assoc. Inf. Sci. Technol. 60 (5) (2009)
Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis
Identifying Influential Bloggers: Time Does Matter. Web Intelligence (2009)
Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis
Effective Ranking Fusion Methods for Personalized Metasearch Engines. Panhellenic Conference on Informatics (2008)
Dimitrios Katsaros, Leonidas Akritidis, Panayiotis Bozanis
Spam: It's Not Just for Inboxes and Search Engines! Making Hirsch h-index Robust to Scientospam CoRR (2008)