Dimitris A. Dervos

International Hellenic University — Greece

Computer Science · Physical Sciences

8h-index185citations48works0.02yr avg
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Research Topics

Advanced Database Systems and Queries(11), Machine Learning and Data Classification(10), Semantic Web and Ontologies(9), Data Stream Mining Techniques(8), Data Management and Algorithms(6)

Publications47 total

Multi-label Prototype Selection based on Editing Nearest Neighbour Rule
SSRN Electronic Journal·2025Open Access
A new course difficulty index (CDf): Framework and application
Computer Science and Information Systems·2024Open Access
Automatic Dataset Type Recognition for Association Rule Mining
2024
Correlation as an ARM Interestingness Measure for Numeric Datasets
2023· 2 cited
Fast data reduction by space partitioning via convex hull and MBR computation
Pattern Recognition·2022· 16 cited
Citation based journal-to-journal associations in the microcosm of an academic libraries consortium
The Journal of Academic Librarianship·2021· 1 cited
Prototype Selection and Generation with Minority Classes Preservation
2021· 1 cited
Quantifying the Difficulty of Academic Course Modules
2020· 1 cited
WebApriori: A Web Application for Association Rules Mining
Lecture notes in computer science·2020· 8 cited
Instance-based classification using prototypes generated from large noisy and streaming datasets
Computer Science and Information Systems·2019Open Access
J2J-GR: Journal-to-Journal References by Greek Researchers
Lecture notes in computer science·2019· 1 cited
Crowd gaming: Motivating learning with outdoor activities
2017
Generating Fixed-Size Training Sets for Large and Streaming Datasets
Lecture notes in computer science·2017· 3 cited
Database SQL transactions and learning by verifying in practice
2015
Directory of hellenic academic and research entities (D.H.A.R.E.)
2015
FHC: an adaptive fast hybrid method for k-NN classification
Logic Journal of IGPL·2015· 7 cited
A DBTechNet course module on database SQL transactions for VET teachers training and higher education informatics education
AIP conference proceedings·2015
Zero tolerance for incorrect data: Best practices in SQL transaction programming
AIP conference proceedings·2015· 1 cited
Applying Prototype Selection and Abstraction Algorithms for Efficient Time-Series Classification
Springer series in bio-/neuroinformatics·2014· 1 cited
An Extensive Experimental Study on the Cluster-based Reference Set Reduction for speeding-up the k-NN Classifier
arXiv (Cornell University)·2013Open Access
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Frequent Co-authors

Georgios Evangelidis(26), Stefanos Ougiaroglou(15), Yannis Manolopoulos(5), Leonidas Karamitopoulos(5), Martti Laiho(5), P. Linardis(4), Nikolaos Samaras(4), José F. Aldana‐Montes(3), Konstantinos Kelesidis(3), Christos Skourlas(3), Eleni Fragkiadaki(2), Konstantinos Malliaridis(2), Fritz Laux(2), Ilias Nitsos(2), Antonis Sidiropoulos(2), Christos Tatoglou(2), Leonidas Pispiringas(2), Euclid Keramopoulos(2), Ignatios Deligiannis(2), Philippos Pouyioutas(2)