Georgios Evangelidis

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 33

Top Topics

Nearest Neighbour

Support Vector Machine Classification

Learning Analytics

Top Venues

Publications

Stefanos Ougiaroglou, Nikolaos Papadimitriou, Georgios Evangelidis
Reduction Through Homogeneous Clustering: Variations for Categorical Data and Fast Data Reduction. SN Comput. Sci. 5 (6) (2024)
Stylianos Eleftheriadis, Georgios Evangelidis, Stefanos Ougiaroglou
An Empirical Analysis of Data Reduction Techniques for k-NN Classification. AIAI (4) (2024)
Dimitrios Chantes, Georgios Evangelidis
Comparing Countries On COVID-19 Government Measures. ICMHI (2023)
Theofilos Papadopoulos, Konstantinos Evangelidis, Georgios Evangelidis, Theodore H. Kaskalis
Mixed reality and the Internet of Things: Bridging the virtual with the real. Adv. Eng. Softw. 185 (2023)
Panagiotis Filippakis, Stefanos Ougiaroglou, Georgios Evangelidis
Prototype Selection for Multilabel Instance-Based Learning. Inf. 14 (10) (2023)
Stefanos Ougiaroglou, Panagiotis Filippakis, Georgia Fotiadou, Georgios Evangelidis
Data reduction via multi-label prototype generation. Neurocomputing 526 (2023)
Panagiotis Filippakis, Stefanos Ougiaroglou, Georgios Evangelidis
Condensed Nearest Neighbour Rules for Multi-Label Datasets. IDEAS (2023)
Stefanos Ougiaroglou, Georgios Evangelidis
Very fast variations of training set size reduction algorithms for instance-based classification. IDEAS (2023)
Thomas Giorginis, Stefanos Ougiaroglou, Georgios Evangelidis, Dimitris A. Dervos
Fast data reduction by space partitioning via convex hull and MBR computation. Pattern Recognit. 126 (2022)
Stefanos Ougiaroglou, Theodoros Mastromanolis, Georgios Evangelidis, Dionisis Margaris
Fast Training Set Size Reduction Using Simple Space Partitioning Algorithms. Inf. 13 (12) (2022)
Konstantinos Xouveroudis, Stefanos Ougiaroglou, Georgios Evangelidis, Dimitris A. Dervos
Prototype Selection and Generation with Minority Classes Preservation. IISA (2021)
Merkourios Papanikolaou, Georgios Evangelidis, Stefanos Ougiaroglou
Dynamic k determination in k-NN classifier: A literature review. IISA (2021)
Stefanos Ougiaroglou, Panagiotis Filippakis, Georgios Evangelidis
Prototype Generation for Multi-label Nearest Neighbours Classification. HAIS (2021)
Stefanos Ougiaroglou, Dimitris A. Dervos, Georgios Evangelidis
Instance-based classification using prototypes generated from large noisy and streaming datasets. Comput. Sci. Inf. Syst. 17 (1) (2020)
Stefanos Ougiaroglou, Georgios Evangelidis, Konstantinos I. Diamantaras
Dynamic k-NN Classification Based on Region Homogeneity. ADBIS (Short Papers) (2020)
Georgia Koloniari, Georgios Evangelidis, Nikolaos Sachpenderis, Ioannis Milonas
A Framework for Predicting Community Behavior in Evolving Social Networks. BCI (2019)
Pavlos Ponos, Stefanos Ougiaroglou, Georgios Evangelidis
Improving Data Reduction by Merging Prototypes. ADBIS (2019)
Leonidas Pispiringas, Dimitris A. Dervos, Georgios Evangelidis
J2J-GR: Journal-to-Journal References by Greek Researchers. MEDI (2019)
George Pardis, Konstantinos I. Diamantaras, Stefanos Ougiaroglou, Georgios Evangelidis
Fast Tree-Based Classification via Homogeneous Clustering. IDEAL (1) (2019)
Pavlos Ponos, Stefanos Ougiaroglou, Georgios Evangelidis
The Effect of Parallelism on Data Reduction. BCI (2019)
Stefanos Ougiaroglou, Konstantinos I. Diamantaras, Georgios Evangelidis
Exploring the effect of data reduction on Neural Network and Support Vector Machine classification. Neurocomputing 280 (2018)
Alexandros Kleftodimos, Georgios Evangelidis
Augmenting educational videos with interactive exercises and knowledge testing games. EDUCON (2018)
Stefanos Ougiaroglou, Georgios Arampatzis, Dimitris A. Dervos, Georgios Evangelidis
Generating Fixed-Size Training Sets for Large and Streaming Datasets. ADBIS (2017)
Stefanos Ougiaroglou, Konstantinos I. Diamantaras, Georgios Evangelidis
Efficient Support Vector Machine Classification Using Prototype Selection and Generation. AIAI (2016)
Alexandros Kleftodimos, Georgios Evangelidis
An Interactive Video-based Learning Environment that Supports Learning Analytics for Teaching 'Image Editing'. SE@VBL@LAK (2016)
Stefanos Ougiaroglou, Georgios Evangelidis
RHC: a non-parametric cluster-based data reduction for efficient k-NN classification. Pattern Anal. Appl. 19 (1) (2016)
Eleni Fragkiadaki, Georgios Evangelidis
Erratum to: Three novel indirect indicators for the assessment of papers and authors based on generations of citations. Scientometrics 108 (2) (2016)
Alexandros Kleftodimos, Georgios Evangelidis
Using open source technologies and open internet resources for building an interactive video based learning environment that supports learning analytics. Smart Learn. Environ. 3 (1) (2016)
Eleni Fragkiadaki, Georgios Evangelidis
Three novel indirect indicators for the assessment of papers and authors based on generations of citations. Scientometrics 106 (2) (2016)
Stefanos Ougiaroglou, Georgios Evangelidis
Efficient editing and data abstraction by finding homogeneous clusters. Ann. Math. Artif. Intell. 76 (3-4) (2016)
Dimitris A. Dervos, Georgios Evangelidis, Kostas Ntonas, Thanos Petridis, Ilias Nitsos
Directory of hellenic academic and research entities (D.H.A.R.E.). Panhellenic Conference on Informatics (2015)
Stefanos Ougiaroglou, Georgios Evangelidis, Dimitris A. Dervos
-NN classification. Log. J. IGPL 23 (3) (2015)
Stefanos Ougiaroglou, Georgios Evangelidis
Dealing with noisy data in the context of k-NN Classification. BCI (2015)
Stefanos Ougiaroglou, Georgios Evangelidis
EHC: Non-parametric Editing by Finding Homogeneous Clusters. FoIKS (2014)
Stefanos Ougiaroglou, Georgios Evangelidis
Efficient $$k$$ k -NN classification based on homogeneous clusters. Artif. Intell. Rev. 42 (3) (2014)
Alexandros Kleftodimos, Georgios Evangelidis
Using metrics and cluster analysis for analyzing learner video viewing behaviours in educational videos. AICCSA (2014)
Stefanos Ougiaroglou, Georgios Evangelidis
Efficient data abstraction using weighted IB2 prototypes. Comput. Sci. Inf. Syst. 11 (2) (2014)
Alexandros Kleftodimos, Georgios Evangelidis
Exploring Student Viewing Behaviors in Online Educational Videos. ICALT (2014)
Stefanos Ougiaroglou, Georgios Evangelidis
WebDR: A Web Workbench for Data Reduction. ECML/PKDD (3) (2014)
Eleni Fragkiadaki, Georgios Evangelidis
Review of the indirect citations paradigm: theory and practice of the assessment of papers, authors and journals. Scientometrics 99 (2) (2014)
Alexandros Kleftodimos, Georgios Evangelidis
A Framework for Recording, Monitoring and Analyzing Learner Behavior while Watching and Interacting with Online Educational Videos. ICALT (2013)
Stefanos Ougiaroglou, Leonidas Karamitopoulos, Christos Tatoglou, Georgios Evangelidis, Dimitrios Dervos
Applying General-Purpose Data Reduction Techniques for Fast Time Series Classification. ICANN (2013)
Alexandros Kleftodimos, Georgios Evangelidis
An overview of web mining in education. Panhellenic Conference on Informatics (2013)
Stefanos Ougiaroglou, Georgios Evangelidis, Dimitrios Dervos
An Extensive Experimental Study on the Cluster-based Reference Set Reduction for speeding-up the k-NN Classifier. CoRR (2013)
Stefanos Ougiaroglou, Georgios Evangelidis
AIB2: an abstraction data reduction technique based on IB2. BCI (2013)
Stefanos Ougiaroglou, Georgios Evangelidis
Fast and Accurate k-Nearest Neighbor Classification Using Prototype Selection by Clustering. Panhellenic Conference on Informatics (2012)
Stefanos Ougiaroglou, Georgios Evangelidis
Efficient dataset size reduction by finding homogeneous clusters. BCI (2012)
Stefanos Ougiaroglou, Georgios Evangelidis
A Simple Noise-Tolerant Abstraction Algorithm for Fast k-NN Classification. HAIS (2) (2012)
Stefanos Ougiaroglou, Georgios Evangelidis, Dimitrios Dervos
An Adaptive Hybrid and Cluster-Based Model for Speeding Up the k-NN Classifier. HAIS (2) (2012)
Stefanos Ougiaroglou, Georgios Evangelidis
A Fast Hybrid k-NN Classifier Based on Homogeneous Clusters. AIAI (1) (2012)
Euclid Keramopoulos, Dimitrios Dervos, Ignatios S. Deligiannis, Georgios Evangelidis, Philippos Pouyioutas
HERMES: A Tool for Querying Heterogeneous Data Stores. Panhellenic Conference on Informatics (2012)
Eleni Fragkiadaki, Georgios Evangelidis, Nikolaos Samaras, Dimitrios Dervos
f-Value: measuring an article's scientific impact. Scientometrics 86 (3) (2011)
Evangelos Outsios, Georgios Evangelidis
Data Node Splitting Policies for Improved Range Query Efficiency in k-dimensional Point Data Indexes. Panhellenic Conference on Informatics (2011)
Georgios Voulalas, Georgios Evangelidis
Model-driven Application Development Enabling Information Integration. WEBIST (2011)
Nikolaos Kouiroukidis, Georgios Evangelidis
The Effects of Dimensionality Curse in High Dimensional kNN Search. Panhellenic Conference on Informatics (2011)
Stefanos Ougiaroglou, Georgios Evangelidis, Dimitrios Dervos
A fast hybrid classification algorithm based on the minimum distance and the k-NN classifiers. SISAP (2011)
Evangelos Tsagalidis, Georgios Evangelidis
The Effect of Training Set Selection in Meteorological Data Mining. Panhellenic Conference on Informatics (2010)
Leonidas Karamitopoulos, Georgios Evangelidis
Cluster-Based Similarity Search in Time Series. BCI (2009)
Leonidas Karamitopoulos, Georgios Evangelidis
A Dispersion-Based PAA Representation for Time Series. CSIE (4) (2009)
Georgios Voulalas, Georgios Evangelidis
Application Versioning, Selective Class Recompilation and Management of Active Instances in a Framework for Dynamic Applications. WEBIST (2009)
Georgios Voulalas, Georgios Evangelidis
Evaluating a Framework for the Development and Deployment of Evolving Applications as a Software Maintenance Tool. ICSOFT (1) (2009)
Eleni Fragkiadaki, Georgios Evangelidis, Nikolaos Samaras, Dimitrios Dervos
Cascading Citations Indexing Framework Algorithm Implementation and Testing. Panhellenic Conference on Informatics (2009)
Leonidas Karamitopoulos, Georgios Evangelidis, Dimitrios Dervos
Multivariate Time Series Data Mining: PCA-based Measures For Similarity Search. DMIN (2008)
Georgios Voulalas, Georgios Evangelidis
Developing and Deploying Dynamic Applications - An Architectural Prototype. ICSOFT (ISDM/ABF) (2008)
Georgios Voulalas, Georgios Evangelidis
A Framework for the Development and Deployment of Evolving Applications - The Domain Model. ICSOFT (ISDM/EHST/DC) (2007)
Georgios Voulalas, Georgios Evangelidis
Introducing a Change-Resistant Framework for the Development and Deployment of Evolving Applications. ICSOFT (Selected Papers) (2006)
Georgios Voulalas, Georgios Evangelidis
A framework for the development and deployment of evolving applications. ICSOFT (2) (2006)
Stelios Xinogalos, Maya Satratzemi, Vassilios Dagdilelis, Georgios Evangelidis
Teaching OOP with BlueJ: A Case Study. ICALT (2006)
Dimitris A. Dervos, Nikolaos Samaras, Georgios Evangelidis, Theodore Folias
A New Framework for the Citation Indexing Paradigm. ASIST (2006)
Vassilios Efopoulos, Georgios Evangelidis, Vassilios Dagdilelis
WIPE - Pilot Testing and Comparative Evaluation. ICALT (2005)
Spyropoulos Charalampos, Vassilios Dagdilelis, Georgios Evangelidis
Teaching Object-Oriented Thinking to Novice Programmers Using the Agentsheets Environment. CELDA (2005)
Vassilios Efopoulos, Vassilios Dagdilelis, Georgios Evangelidis, Maya Satratzemi
WIPE: a programming environment for novices. ITiCSE (2005)
Ilias Nitsos, Georgios Evangelidis, Dimitrios Dervos
Bitmap-Tree Indexing for Set Operations on Free Text. ICDE (2004)
Vassilios Dagdilelis, Maya Satratzemi, Georgios Evangelidis
Introducing Secondary Education Students to Algorithms and Programming. Educ. Inf. Technol. 9 (2) (2004)
Vassilios Dagdilelis, Georgios Evangelidis, Maya Satratzemi, Vassilios Efopoulos, Charalabos Zagouras
DELYS: a novel microworld-based educational software for teaching computer science subjects. Comput. Educ. 40 (4) (2003)
Vassilios Dagdilelis, Maya Satratzemi, Georgios Evangelidis
Implementing a Nationwide System for Training Very Small Enterprises for ICT Innovation: the Greek Case. J. Educ. Technol. Soc. 6 (1) (2003)
Ilias Nitsos, Georgios Evangelidis, Dimitrios Dervos
g-binary: A New Non-parameterized Code for Improved Inverted File Compression. DEXA (2003)
Vassilios Efopoulos, Georgios Evangelidis, Vassilios Dagdilelis, Theodore Kaskalis
WIPE - A Model for a Web-Based Database-Driven Environment for Teaching Programming. ICALT (2003)
Vassilios Dagdilelis, Maya Satratzemi, Georgios Evangelidis
What they really do?: attempting (once again) to model novice programmers' behavior. ITiCSE (2002)
Georgios Evangelidis, Vassilios Dagdilelis, Maria Satratzemi, Vassilios Efopoulos
X-Compiler: Yet Another Integrated Novice Programming Environment. ICALT (2001)
Theodore Kaskalis, Vassilios Dagdilelis, Georgios Evangelidis, Konstantinos G. Margaritis
Implementing applications on small robots for educational purposes: Programming the LEGO mindstorms. HERCMA (2001)
Theodore Kaskalis, Vassilios Dagdilelis, Georgios Evangelidis, Konstantinos G. Margaritis
Tight lower bund for matrix transposition on the reconfigurable mesh. HERCMA (2001)
Maria Satratzemi, Vassilios Dagdilelis, Georgios Evangelidis
A system for program visualization and problem-solving path assessment of novice programmers. ITiCSE (2001)
Georgios Evangelidis, David B. Lomet, Betty Salzberg
The hB-Pi-Tree: A Multi-Attribute Index Supporting Concurrency, Recovery and Node Consolidation. VLDB J. 6 (1) (1997)
Georgios Evangelidis, David B. Lomet, Betty Salzberg
The hBP-tree: A Modified hB-tree Supporting Concurrency, Recovery and Node Consolidation. VLDB (1995)
Georgios Evangelidis, Betty Salzberg
Using the Holy Brick Tree for Spatial Data in General Purpose DBMSs. IEEE Data Eng. Bull. 16 (3) (1993)