Leonidas Akritidis

Vassilios S. Verykios

CoRR, January, 2026

The impact of fine-tuning on entity resolution: An experimental evaluation.

[BibT_eX]

[DOI]

Dimitrios Karapiperis

Knowl. Based Syst., 2026

2025

A Conditional GAN for Tabular Data Generation with Probabilistic Sampling of Latent Subspaces.

[BibT_eX]

[DOI]

CoRR, August, 2025

A comparative analysis of graph-based and partition-based approximate nearest neighbor search for large-scale entity resolution.

[BibT_eX]

[DOI]

Dimitrios Karapiperis

Vassilios S. Verykios

Intell. Decis. Technol., 2025

WIRE: A Weighted Item Removal Method for Unsupervised Rank Aggregation.

[BibT_eX]

[DOI]

Algorithms, 2025

How Discretization Affects Software Defect Detection Tasks: An Experimental Study.

[BibT_eX]

[DOI]

Vasileios Stergiopoulos

Proceedings of the 16th International Conference on Information, 2025

2024

A clustering-based resampling technique with cluster StructureAnalysis for software defect detection in imbalanced datasets.

[BibT_eX]

[DOI]

Inf. Sci., 2024

Effective Early Polyp Detection from Medical Images with YOLO-V7.

[BibT_eX]

[DOI]

Filippos Iakovidis

Proceedings of the 15th International Conference on Information, 2024

2023

Low-Dimensional Text Representations for Sentiment Analysis NLP Tasks.

[BibT_eX]

[DOI]

SN Comput. Sci., September, 2023

Product Classification and Clustering.

[BibT_eX]

[DOI]

Dataset, August, 2023

FLAGR: A flexible high-performance library for rank aggregation.

[BibT_eX]

[DOI]

SoftwareX, February, 2023

HyR-tree: a spatial index for hybrid flash/3D XPoint storage.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2023

Matching Products with Deep NLP Models.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information, 2023

Conditional Data Synthesis with Deep Generative Models for Imbalanced Dataset Oversampling.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

2022

Improving Hierarchical Short Text Clustering through Dominant Feature Learning.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2022

An unsupervised distance-based model for weighted rank aggregation with list pruning.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Lifting the Curse: Exploring Dimensionality Reduction on Text Clustering Applications.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Information, 2022

How Dimensionality Reduction Affects Sentiment Analysis NLP Tasks: An Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

2021

A Scalable Short-Text Clustering Algorithm Using Apache Spark.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

VLDB J., 2020

Evaluating the Effects of Modern Storage Devices on the Efficiency of Parallel Machine Learning Algorithms.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2020

A self-verifying clustering approach to unsupervised matching of product titles.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2020

Confronting Sparseness and High Dimensionality in Short Text Clustering via Feature Vector Projections.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2019

An Iterative Distance-Based Model for Unsupervised Weighted Rank Aggregation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

A Study of R-tree Performance in Hybrid Flash/3DXPoint Storage.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2019

A Self-Pruning Classification Model for News.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2019

2018

Efficient urban transportation(s) with IoT devices and robust workers allocation.

[BibT_eX]

[DOI]

Dimitrios Papadopoulos

Proceedings of the 2018 South-Eastern European Design Automation, 2018

Effective Unsupervised Matching of Product Titles with k-Combinations and Permutations.

[BibT_eX]

[DOI]

Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Investigating the Efficiency of Machine Learning Algorithms on MapReduce Clusters with SSDs.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

2014

Improving opinionated blog retrieval effectiveness with quality measures and temporal features.

[BibT_eX]

[DOI]

World Wide Web, 2014

2013

Engineering search algorithms for web data

[BibT_eX]

[DOI]

PhD thesis, 2013

A supervised machine learning classification algorithm for research articles.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Simul. Model. Pract. Theory, 2012

Identifying attractive research fields for new scientists.

[BibT_eX]

[DOI]

Scientometrics, 2012

Computing Scientometrics in Large-Scale Academic Search Engines with MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Positional Data Organization and Compression in Web Inverted Indexes.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2012

2011

Modern Web Technologies.

[BibT_eX]

[DOI]

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

Identifying the Productive and Influential Bloggers in a Community.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2011

Effective rank aggregation for metasearching.

[BibT_eX]

[DOI]

J. Syst. Softw., 2011

2009

The <i>f</i> index: Quantifying the impact of coterminal citations on scientists' ranking.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2009

Identifying Influential Bloggers: Time Does Matter.

[BibT_eX]

[DOI]

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

[BibT_eX]

[DOI]

CoRR, 2008

Effective Ranking Fusion Methods for Personalized Metasearch Engines.

[BibT_eX]

[DOI]