Georgios Evangelidis

Orcid: 0000-0003-1639-2152

Affiliations:
  • University of Macedonia, Thessaloniki, Greece


According to our database1, Georgios Evangelidis authored at least 85 papers between 1993 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Mixed reality and the Internet of Things: Bridging the virtual with the real.
Adv. Eng. Softw., November, 2023

Data reduction via multi-label prototype generation.
Neurocomputing, March, 2023

Prototype Selection for Multilabel Instance-Based Learning.
Inf., 2023

Very fast variations of training set size reduction algorithms for instance-based classification.
Proceedings of the International Database Engineered Applications Symposium Conference, 2023

Condensed Nearest Neighbour Rules for Multi-Label Datasets.
Proceedings of the International Database Engineered Applications Symposium Conference, 2023

Comparing Countries On COVID-19 Government Measures.
Proceedings of the 7th International Conference on Medical and Health Informatics, 2023

2022
Fast data reduction by space partitioning via convex hull and MBR computation.
Pattern Recognit., 2022

Fast Training Set Size Reduction Using Simple Space Partitioning Algorithms.
Inf., 2022

2021
Prototype Selection and Generation with Minority Classes Preservation.
Proceedings of the 12th International Conference on Information, 2021

Dynamic k determination in k-NN classifier: A literature review.
Proceedings of the 12th International Conference on Information, 2021

Prototype Generation for Multi-label Nearest Neighbours Classification.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

2020
Instance-based classification using prototypes generated from large noisy and streaming datasets.
Comput. Sci. Inf. Syst., 2020

Dynamic k-NN Classification Based on Region Homogeneity.
Proceedings of the New Trends in Databases and Information Systems, 2020

2019
J2J-GR: Journal-to-Journal References by Greek Researchers.
Proceedings of the Model and Data Engineering - 9th International Conference, 2019

Fast Tree-Based Classification via Homogeneous Clustering.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

The Effect of Parallelism on Data Reduction.
Proceedings of the 9th Balkan Conference on Informatics, 2019

A Framework for Predicting Community Behavior in Evolving Social Networks.
Proceedings of the 9th Balkan Conference on Informatics, 2019

Improving Data Reduction by Merging Prototypes.
Proceedings of the Advances in Databases and Information Systems, 2019

2018
Exploring the effect of data reduction on Neural Network and Support Vector Machine classification.
Neurocomputing, 2018

Augmenting educational videos with interactive exercises and knowledge testing games.
Proceedings of the 2018 IEEE Global Engineering Education Conference, 2018

2017
Generating Fixed-Size Training Sets for Large and Streaming Datasets.
Proceedings of the Advances in Databases and Information Systems, 2017

2016
Using open source technologies and open internet resources for building an interactive video based learning environment that supports learning analytics.
Smart Learn. Environ., 2016

Erratum to: Three novel indirect indicators for the assessment of papers and authors based on generations of citations.
Scientometrics, 2016

Three novel indirect indicators for the assessment of papers and authors based on generations of citations.
Scientometrics, 2016

RHC: a non-parametric cluster-based data reduction for efficient k-NN classification.
Pattern Anal. Appl., 2016

Efficient editing and data abstraction by finding homogeneous clusters.
Ann. Math. Artif. Intell., 2016

An Interactive Video-based Learning Environment that Supports Learning Analytics for Teaching 'Image Editing'.
Proceedings of the LAK 2016 Workshop on Smart Environments and Analytics in Video-Based Learning, 2016

Efficient Support Vector Machine Classification Using Prototype Selection and Generation.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

2015
FHC: an adaptive fast hybrid method for <i>k</i>-NN classification.
Log. J. IGPL, 2015

Directory of hellenic academic and research entities (D.H.A.R.E.).
Proceedings of the 19th Panhellenic Conference on Informatics, 2015

Dealing with noisy data in the context of k-NN Classification.
Proceedings of the 7th Balkan Conference on Informatics Conference, 2015

2014
Review of the indirect citations paradigm: theory and practice of the assessment of papers, authors and journals.
Scientometrics, 2014

Efficient data abstraction using weighted IB2 prototypes.
Comput. Sci. Inf. Syst., 2014

Efficient $$k$$ k -NN classification based on homogeneous clusters.
Artif. Intell. Rev., 2014

WebDR: A Web Workbench for Data Reduction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Exploring Student Viewing Behaviors in Online Educational Videos.
Proceedings of the IEEE 14th International Conference on Advanced Learning Technologies, 2014

EHC: Non-parametric Editing by Finding Homogeneous Clusters.
Proceedings of the Foundations of Information and Knowledge Systems, 2014

Using metrics and cluster analysis for analyzing learner video viewing behaviours in educational videos.
Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

2013
An Extensive Experimental Study on the Cluster-based Reference Set Reduction for speeding-up the k-NN Classifier.
CoRR, 2013

An overview of web mining in education.
Proceedings of the 17th Panhellenic Conference on Informatics, 2013

Applying General-Purpose Data Reduction Techniques for Fast Time Series Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

A Framework for Recording, Monitoring and Analyzing Learner Behavior while Watching and Interacting with Online Educational Videos.
Proceedings of the IEEE 13th International Conference on Advanced Learning Technologies, 2013

AIB2: an abstraction data reduction technique based on IB2.
Proceedings of the Balkan Conference in Informatics, 2013

2012
Fast and Accurate k-Nearest Neighbor Classification Using Prototype Selection by Clustering.
Proceedings of the 16th Panhellenic Conference on Informatics, PCI 2012, 2012

HERMES: A Tool for Querying Heterogeneous Data Stores.
Proceedings of the 16th Panhellenic Conference on Informatics, PCI 2012, 2012

A Fast Hybrid k-NN Classifier Based on Homogeneous Clusters.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

An Adaptive Hybrid and Cluster-Based Model for Speeding Up the k-NN Classifier.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

A Simple Noise-Tolerant Abstraction Algorithm for Fast k-NN Classification.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Efficient dataset size reduction by finding homogeneous clusters.
Proceedings of the Balkan Conference in Informatics, 2012, 2012

2011
f-Value: measuring an article's scientific impact.
Scientometrics, 2011

Model-driven Application Development Enabling Information Integration.
Proceedings of the WEBIST 2011, 2011

A fast hybrid classification algorithm based on the minimum distance and the k-NN classifiers.
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011

Data Node Splitting Policies for Improved Range Query Efficiency in k-dimensional Point Data Indexes.
Proceedings of the 15th Panhellenic Conference on Informatics, 2011

The Effects of Dimensionality Curse in High Dimensional kNN Search.
Proceedings of the 15th Panhellenic Conference on Informatics, 2011

2010
PCA-based Time Series Similarity Search.
Proceedings of the Data Mining - Special Issue in Annals of Information Systems, 2010

The Effect of Training Set Selection in Meteorological Data Mining.
Proceedings of the 14th Panhellenic Conference on Informatics, 2010

2009
Application Versioning, Selective Class Recompilation and Management of Active Instances in a Framework for Dynamic Applications.
Proceedings of the WEBIST 2009, 2009

Cascading Citations Indexing Framework Algorithm Implementation and Testing.
Proceedings of the PCI 2009, 2009

Evaluating a Framework for the Development and Deployment of Evolving Applications as a Software Maintenance Tool.
Proceedings of the ICSOFT 2009, 2009

A Dispersion-Based PAA Representation for Time Series.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

Cluster-Based Similarity Search in Time Series.
Proceedings of the 2009 Fourth Balkan Conference in Informatics, 2009

2008
Developing and Deploying Dynamic Applications - An Architectural Prototype.
Proceedings of the ICSOFT 2008, 2008

Multivariate Time Series Data Mining: PCA-based Measures For Similarity Search.
Proceedings of The 2008 International Conference on Data Mining, 2008

2007
A Framework for the Development and Deployment of Evolving Applications - The Domain Model.
Proceedings of the ICSOFT 2007, 2007

2006
Introducing a Change-Resistant Framework for the Development and Deployment of Evolving Applications.
Proceedings of the Software and Data Technologies - First International Conference, 2006

A framework for the development and deployment of evolving applications.
Proceedings of the ICSOFT 2006, 2006

Teaching OOP with BlueJ: A Case Study.
Proceedings of the 6th IEEE International Conference on Advanced Learning Technologies, 2006

A New Framework for the Citation Indexing Paradigm.
Proceedings of the Information Realities: Shaping the Digital Future for All, 2006

2005
WIPE: a programming environment for novices.
Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2005

WIPE - Pilot Testing and Comparative Evaluation.
Proceedings of the 5th IEEE International Conference on Advanced Learning Technologies, 2005

Teaching Object-Oriented Thinking to Novice Programmers Using the Agentsheets Environment.
Proceedings of the Cognition and Exploratory Learning in Digital Age, 2005

2004
Introducing Secondary Education Students to Algorithms and Programming.
Educ. Inf. Technol., 2004

Bitmap-Tree Indexing for Set Operations on Free Text.
Proceedings of the 20th International Conference on Data Engineering, 2004

2003
Implementing a Nationwide System for Training Very Small Enterprises for ICT Innovation: the Greek Case.
J. Educ. Technol. Soc., 2003

DELYS: a novel microworld-based educational software for teaching computer science subjects.
Comput. Educ., 2003

WIPE - A Model for a Web-Based Database-Driven Environment for Teaching Programming.
Proceedings of the 2003 IEEE International Conference on Advanced Learning Technologies, 2003

g-binary: A New Non-parameterized Code for Improved Inverted File Compression.
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

2002
What they really do?: attempting (once again) to model novice programmers' behavior.
Proceedings of the 7th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2002

2001
A system for program visualization and problem-solving path assessment of novice programmers.
Proceedings of the 6th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2001

X-Compiler: Yet Another Integrated Novice Programming Environment.
Proceedings of the Proceedings IEEE International Conference on Advanced Learning Technology: Issues, 2001

Implementing applications on small robots for educational purposes: Programming the LEGO mindstorms.
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

Tight lower bund for matrix transposition on the reconfigurable mesh.
Proceedings of the 5th Hellenic-European Conference on Computer Mathematics and its Applications (HERCMA-01), 2001

1997
The hB-Pi-Tree: A Multi-Attribute Index Supporting Concurrency, Recovery and Node Consolidation.
VLDB J., 1997

1995
The hBP-tree: A Modified hB-tree Supporting Concurrency, Recovery and Node Consolidation.
Proceedings of the VLDB'95, 1995

1993
Using the Holy Brick Tree for Spatial Data in General Purpose DBMSs.
IEEE Data Eng. Bull., 1993


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