Leonidas Akritidis

Orcid: 0000-0001-6602-0723

According to our database1, Leonidas Akritidis authored at least 37 papers between 2008 and 2023.

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Bibliography

2023
Low-Dimensional Text Representations for Sentiment Analysis NLP Tasks.
SN Comput. Sci., September, 2023

FLAGR: A flexible high-performance library for rank aggregation.
SoftwareX, February, 2023

HyR-tree: a spatial index for hybrid flash/3D XPoint storage.
Neural Comput. Appl., 2023

Matching Products with Deep NLP Models.
Proceedings of the 14th International Conference on Information, 2023

Conditional Data Synthesis with Deep Generative Models for Imbalanced Dataset Oversampling.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

2022
Improving Hierarchical Short Text Clustering through Dominant Feature Learning.
Int. J. Artif. Intell. Tools, 2022

An unsupervised distance-based model for weighted rank aggregation with list pruning.
Expert Syst. Appl., 2022

Lifting the Curse: Exploring Dimensionality Reduction on Text Clustering Applications.
Proceedings of the 13th International Conference on Information, 2022

How Dimensionality Reduction Affects Sentiment Analysis NLP Tasks: An Experimental Study.
Proceedings of the Artificial Intelligence Applications and Innovations, 2022

2021
A Scalable Short-Text Clustering Algorithm Using Apache Spark.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020
Indexing in flash storage devices: a survey on challenges, current approaches, and future trends.
VLDB J., 2020

Evaluating the Effects of Modern Storage Devices on the Efficiency of Parallel Machine Learning Algorithms.
Int. J. Artif. Intell. Tools, 2020

A self-verifying clustering approach to unsupervised matching of product titles.
Artif. Intell. Rev., 2020

Confronting Sparseness and High Dimensionality in Short Text Clustering via Feature Vector Projections.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

2019
A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product Titles.
CoRR, 2019

An Iterative Distance-Based Model for Unsupervised Weighted Rank Aggregation.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

A Study of R-tree Performance in Hybrid Flash/3DXPoint Storage.
Proceedings of the 10th International Conference on Information, 2019

A Self-Pruning Classification Model for News.
Proceedings of the 10th International Conference on Information, 2019

2018
Efficient urban transportation(s) with IoT devices and robust workers allocation.
Proceedings of the 2018 South-Eastern European Design Automation, 2018

Effective Unsupervised Matching of Product Titles with k-Combinations and Permutations.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Investigating the Efficiency of Machine Learning Algorithms on MapReduce Clusters with SSDs.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Effective Products Categorization with Importance Scores and Morphological Analysis of the Titles.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Supervised Papers Classification on Large-Scale High-Dimensional Data with Apache Spark.
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

2014
Improving opinionated blog retrieval effectiveness with quality measures and temporal features.
World Wide Web, 2014

2013
Engineering search algorithms for web data
PhD thesis, 2013

A supervised machine learning classification algorithm for research articles.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

2012
Improved retrieval effectiveness by efficient combination of term proximity and zone scoring: A simulation-based evaluation.
Simul. Model. Pract. Theory, 2012

Identifying attractive research fields for new scientists.
Scientometrics, 2012

Computing Scientometrics in Large-Scale Academic Search Engines with MapReduce.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Positional Data Organization and Compression in Web Inverted Indexes.
Proceedings of the Database and Expert Systems Applications, 2012

2011
Modern Web Technologies.
Proceedings of the New Directions in Web Data Management 1, 2011

Identifying the Productive and Influential Bloggers in a Community.
IEEE Trans. Syst. Man Cybern. Part C, 2011

Effective rank aggregation for metasearching.
J. Syst. Softw., 2011

2009
The <i>f</i> index: Quantifying the impact of coterminal citations on scientists' ranking.
J. Assoc. Inf. Sci. Technol., 2009

Identifying Influential Bloggers: Time Does Matter.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

2008
Spam: It's Not Just for Inboxes and Search Engines! Making Hirsch h-index Robust to Scientospam
CoRR, 2008

Effective Ranking Fusion Methods for Personalized Metasearch Engines.
Proceedings of the Panhellenic Conference on Informatics, 2008


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