Δημοσιεύσεις υποψηφίων διδακτόρων, επιβλέπων: Ευαγγελίδης Γεώργιος, καθηγητής

PhD students' publications, supervisor: Evangelidis Georgios, professor

Books/ Chapters

S. Ougiaroglou, L. Karamitopoulos, C. Tatoglou, G. Evangelidis, D. A. Dervos, Applying Prototype Selection and Abstraction Algorithms for Efficient Time-Series Classification, Cham: Springer International Publishing, 2015, pp. 333–348.

L. Karamitopoulos, G. Evangelidis and D. Dervos, "PCA-based Time Series Similarity Search", in Data Mining - Special Issue in Annals of Information Systems, R. Stahlbock, S. F. Crone, S. Lessmann, Eds., Springer, 2010, pp. 255–276.

G. Voulalas, G. Evangelidis, Introducing a Change-Resistant Framework for the Development and Deployment of Evolving Applications, Berlin, Heidelberg: Springer Berlin Heidelberg, 2008, pp. 293–306.

Journals

A. Kleftodimos, G. Evangelidis, "Using open source technologies and open internet resources for building an interactive video based learning environment that supports learning analytics", Smart Learning Environments, vol. 3, no. 1, 2016.

E. Fragkiadaki, G. Evangelidis, "Erratum to: Three novel indirect indicators for the assessment of papers and authors based on generations of citations", Scientometrics, vol. 108, no. 2, 2016, pp. 1011.

E. Fragkiadaki, G. Evangelidis, "Three novel indirect indicators for the assessment of papers and authors based on generations of citations", Scientometrics, vol. 106, no. 2, 2016, pp. 657–694.

S. Ougiaroglou, G. Evangelidis, "RHC: a non-parametric cluster-based data reduction for efficient k-NN classification", Pattern Anal. Appl., vol. 19, no. 1, 2016, pp. 93–109.

S. Ougiaroglou, G. Evangelidis, "Efficient editing and data abstraction by finding homogeneous clusters", Ann. Math. Artif. Intell., vol. 76, no. 3-4, 2016, pp. 327–349.

S. Ougiaroglou, G. Evangelidis and D. A. Dervos, "FHC: an adaptive fast hybrid method for \emphk-NN classification", Logic Journal of the IGPL, vol. 23, no. 3, 2015, pp. 431–450.

E. Fragkiadaki, G. Evangelidis, "Review of the indirect citations paradigm: theory and practice of the assessment of papers, authors and journals", Scientometrics, vol. 99, no. 2, 2014, pp. 261–288.

S. Ougiaroglou, G. Evangelidis, "Efficient data abstraction using weighted IB2 prototypes", Comput. Sci. Inf. Syst., vol. 11, no. 2, 2014, pp. 665–678.

S. Ougiaroglou, G. Evangelidis, "Efficient \textdollar\textdollark\textdollar\textdollar k -NN classification based on homogeneous clusters", Artif. Intell. Rev., vol. 42, no. 3, 2014, pp. 491–513.

S. Ougiaroglou, G. Evangelidis and D. Dervos, "An Extensive Experimental Study on the Cluster-based Reference Set Reduction for speeding-up the k-NN Classifier", CoRR, vol. abs/1309.7750, 2013.

E. Fragkiadaki, G. Evangelidis, N. Samaras, D. Dervos, "f-Value: measuring an article's scientific impact", Scientometrics, vol. 86, no. 3, 2011, pp. 671–686.

E. Tsagalidis, K. Tsitouridis, G. Evangelidis, D. Dervos, "Maximum Hail Size Prediction", The Journal of Weather Modification, vol. 42, no. 1, 2010, pp. 7–12.

D. Dervos, N. Samaras, G. Evangelidis, T. Folias, "A New Framework for the Citation Indexing Paradigm", Proceedings of the American Society for Information Science and Technology, vol. 43, no. 1, 2006, pp. 1–16.

V. Dagdilelis, G. Evangelidis, M. Satratzemi, V. Efopoulos, C. Zagouras, "DELYS: a novel microworld-based educational software for teaching computer science subjects", Computers & Education, vol. 40, no. 4, 2003, pp. 307–325.

Conferences

A. Kleftodimos, G. Evangelidis, "An Interactive Video-based Learning Environment that Supports Learning Analytics for Teaching 'Image Editing'", in Proceedings of the LAK 2016 Workshop on Smart Environments and Analytics in Video-Based Learning, Edinburgh, Scotland, April 26, 2016., M. N. Giannakos et al., Eds., CEUR-WS.org, pp. 26–33.

S. Ougiaroglou, K. I. Diamantaras and G. Evangelidis, "Efficient Support Vector Machine Classification Using Prototype Selection and Generation", in Artificial Intelligence Applications and Innovations - 12th IFIP WG 12.5 International Conference and Workshops, AIAI 2016, Thessaloniki, Greece, September 16-18, 2016, Proceedings, L. S. Iliadis, I. Maglogiannis, Eds., Springer, pp. 328–340.

D. A. Dervos, G. Evangelidis, K. Ntonas, T. Petridis, I. Nitsos, "Directory of hellenic academic and research entities (D.H.A.R.E.)", in Proceedings of the 19th Panhellenic Conference on Informatics, PCI 2015, Athens, Greece, October 1-3, 2015, N. N. Karanikolas et al., Eds., ACM, pp. 354–358.

S. Ougiaroglou, G. Evangelidis, "Dealing with noisy data in the context of k-NN Classification", in Proceedings of the 7th Balkan Conference on Informatics Conference, BCI '15, Craiova, Romania, September 2-4, 2015, C. Badica et al., Eds., ACM, pp. 28:1–28:4.

S. Ougiaroglou, G. Evangelidis, "WebDR: A Web Workbench for Data Reduction", in Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part III, T. Calders et al., Eds., Springer, pp. 464–467.

A. Kleftodimos, G. Evangelidis, "Exploring Student Viewing Behaviors in Online Educational Videos", in IEEE 14th International Conference on Advanced Learning Technologies, ICALT 2014, Athens, Greece, July 7-10, 2014, IEEE Computer Society, pp. 367–369.

S. Ougiaroglou, G. Evangelidis, "EHC: Non-parametric Editing by Finding Homogeneous Clusters", in Foundations of Information and Knowledge Systems - 8th International Symposium, FoIKS 2014, Bordeaux, France, March 3-7, 2014. Proceedings, C. Beierle, C. Meghini, Eds., Springer, pp. 290–304.

A. Kleftodimos, G. Evangelidis, "Using metrics and cluster analysis for analyzing learner video viewing behaviours in educational videos", in 11th IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2014, Doha, Qatar, November 10-13, 2014, IEEE Computer Society, pp. 280–287.

A. Kleftodimos, G. Evangelidis, "An overview of web mining in education", in 17th Panhellenic Conference on Informatics, PCI 2013, Thessaloniki, Greece - September 19 - 21, 2013, P. H. Ketikidis et al., Eds., ACM, pp. 106–113.

S. Ougiaroglou, L. Karamitopoulos, C. Tatoglou, G. Evangelidis, D. Dervos, "Applying General-Purpose Data Reduction Techniques for Fast Time Series Classification", in Artificial Neural Networks and Machine Learning - ICANN 2013 - 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013. Proceedings, V. Mladenov et al., Eds., Springer, pp. 34–41.

A. Kleftodimos, G. Evangelidis, "A Framework for Recording, Monitoring and Analyzing Learner Behavior while Watching and Interacting with Online Educational Videos", in IEEE 13th International Conference on Advanced Learning Technologies, ICALT 2013, Beijing, China, July 15-18, 2013, IEEE Computer Society, pp. 20–22.

S. Ougiaroglou, G. Evangelidis, "AIB2: an abstraction data reduction technique based on IB2", in Balkan Conference in Informatics, BCI '13, Thessaloniki, Greece, September 19-21, 2013, K. I. Diamantaras et al., Eds., ACM, pp. 13–16.

S. Ougiaroglou, G. Evangelidis, "Fast and Accurate k-Nearest Neighbor Classification Using Prototype Selection by Clustering", in 16th Panhellenic Conference on Informatics, PCI 2012, Piraeus, Greece, October 5-7, 2012, IEEE Computer Society, pp. 168–173.

S. Ougiaroglou, G. Evangelidis, "A Fast Hybrid k-NN Classifier Based on Homogeneous Clusters", in Artificial Intelligence Applications and Innovations - 8th IFIP WG 12.5 International Conference, AIAI 2012, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part I, L. S. Iliadis, I. Maglogiannis, H. Papadopoulos, Eds., Springer, pp. 327–336.

S. Ougiaroglou, G. Evangelidis and D. Dervos, "An Adaptive Hybrid and Cluster-Based Model for Speeding Up the k-NN Classifier", in Hybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part II, E. Corchado et al., Eds., Springer, pp. 163–175.

S. Ougiaroglou, G. Evangelidis, "A Simple Noise-Tolerant Abstraction Algorithm for Fast k-NN Classification", in Hybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part II, E. Corchado et al., Eds., Springer, pp. 210–221.

S. Ougiaroglou, G. Evangelidis, "Efficient dataset size reduction by finding homogeneous clusters", in Balkan Conference in Informatics, 2012, BCI '12, Novi Sad, Serbia, September 16-20, 2012, M. Ivanovic, Z. Budimac, M. Radovanovic, Eds., ACM, pp. 168–173.

E. Tsagalidis, G. Evangelidis, "Meteorological Data Mining: Exploiting Domain Expertise in the Class Imbalance Problem", in Proceedings of the 7th international conference on advanced data mining and applications (ADMA), 2011.

E. Outsios, G. Evangelidis, "Improving query efficiency in high dimensional point indexes", in International Conference on Integrated Information (IC-ININFO), 2011, pp. 30–33.

N. Kouiroukidis, G. Evangelidis, "Dimensionality Curse, Concentration Phenomenon and the KDB tree", in International Conference on Integrated Information (IC-ININFO), 2011.

G. Voulalas, G. Evangelidis, "Model-driven Application Development Enabling Information Integration", in WEBIST 2011, Proceedings of the 7th International Conference on Web Information Systems and Technologies, Noordwijkerhout, The Netherlands, 6-9 May, 2011, J. Cordeiro, J. Filipe, Eds., SciTePress, pp. 141–146.

S. Ougiaroglou, G. Evangelidis and D. Dervos, "A fast hybrid classification algorithm based on the minimum distance and the k-NN classifiers", in Fourth International Conference on Similarity Search and Applications, SISAP 2011, Lipari Island, Italy, June 30 - July 01, 2011, A. Ferro, Ed., ACM, pp. 97–104.

E. Outsios, G. Evangelidis, "Data Node Splitting Policies for Improved Range Query Efficiency in k-dimensional Point Data Indexes", in 15th Panhellenic Conference on Informatics, PCI 2011, Kastoria, Greece, September 30 - October 2, 2011, P. Angelidis, A. Michalas, Eds., IEEE Computer Society, pp. 46–50.

N. Kouiroukidis, G. Evangelidis, "The Effects of Dimensionality Curse in High Dimensional kNN Search", in 15th Panhellenic Conference on Informatics, PCI 2011, Kastoria, Greece, September 30 - October 2, 2011, P. Angelidis, A. Michalas, Eds., IEEE Computer Society, pp. 41–45.

E. Tsagalidis, G. Evangelidis, "The effect of Training Set selection in Meteorological Data Mining", in 14th Panhellenic Conference on Informatics, PCI 2010, Tripolis, Greece, pp. 61–65.

E. Tsagalidis, G. Evangelidis, "The Effect of Training Set Selection in Meteorological Data Mining", in 14th Panhellenic Conference on Informatics, PCI 2010, Tripoli, Greece, September 10-12, 2010, IEEE Computer Society, pp. 61–65.

D. Dervos, G. Evangelidis, L. Karamitopoulos, L. Aunimo, J. Aldana-Montes, J. Farfán-Leiva, K. Siakas, H. Valkama, "DBTech EXT Virtual Lab Workshop: Business Intelligence", in Proceedings of the eRA-4 International Conference on the Contribution of IT to Science, Technology, Society and Education, 2009.

G. Voulalas, G. Evangelidis, "Application Versioning, Selective Class Recompilation and Management of Active Instances in a Framework for Dynamic Applications", in WEBIST 2009 - Proceedings of the Fifth International Conference on Web Information Systems and Technologies, Lisbon, Portugal, March 23-26, 2009, J. Filipe, J. Cordeiro, Eds., INSTICC Press, pp. 317–322.

E. Fragkiadaki, G. Evangelidis, N. Samaras, D. Dervos, "Cascading Citations Indexing Framework Algorithm Implementation and Testing", in PCI 2009, 13th Panhellenic Conference on Informatics, 10-12 September 2009, Corfu, Greece, V. Chrissikopoulos et al., Eds., IEEE Computer Society, pp. 70–74.

G. Voulalas, G. Evangelidis, "Evaluating a Framework for the Development and Deployment of Evolving Applications as a Software Maintenance Tool", in ICSOFT 2009 - Proceedings of the 4th International Conference on Software and Data Technologies, Volume 1, Sofia, Bulgaria, July 26-29, 2009, B. Shishkov, J. Cordeiro, A. Ranchordas, Eds., INSTICC Press, pp. 31–38.

L. Karamitopoulos, G. Evangelidis, "A Dispersion-Based PAA Representation for Time Series", in CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31 - April 2, 2009, Los Angeles, California, USA, 7 Volumes, M. Burgin et al., Eds., IEEE Computer Society, pp. 490–494.

L. Karamitopoulos, G. Evangelidis, "Cluster-Based Similarity Search in Time Series", in 2009 Fourth Balkan Conference in Informatics, BCI 2009, Thessaloniki, Greece, 17-19 September 2009, P. Kefalas, D. Stamatis, C. Douligeris, Eds., IEEE Computer Society, pp. 113–118.

G. Voulalas, G. Evangelidis, "Developing and Deploying Dynamic Applications - An Architectural Prototype", in ICSOFT 2008 - Proceedings of the Third International Conference on Software and Data Technologies, Volume ISDM/ABF, Porto, Portugal, July 5-8, 2008, J. Cordeiro et al., Eds., INSTICC Press, pp. 288–291.

L. Karamitopoulos, G. Evangelidis and D. Dervos, "Multivariate Time Series Data Mining: PCA-based Measures For Similarity Search", in Proceedings of The 2008 International Conference on Data Mining, DMIN 2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes, R. Stahlbock, S. F. Crone, S. Lessmann, Eds., CSREA Press, pp. 253–259.

L. Karamitopoulos, G. Evangelidis, "PCA-based Similarity Search: Pre-processing & Distance Measures", in 2st International Scientific Conference, eRA: The Contribution of Information Technology to Science, Economy, Society and Education, 2007, pp. 318–327.

L. Karamitopoulos, G. Evangelidis, "Current trends in time series representation", in 11th Panhellenic Conference on Informatics, PCI 2007, Patras, Greece - May 18 - 20, 2007, pp. 217–226.

G. Voulalas, G. Evangelidis, "A Framework for the Development and Deployment of Evolving Applications - The Domain Model", in ICSOFT 2007, Proceedings of the Second International Conference on Software and Data Technologies, Volume ISDM/EHST/DC, Barcelona, Spain, July 22-25, 2007, J. Filipe, B. Shishkov, M. Helfert, Eds., INSTICC Press, pp. 160–165.

E. Tsagalidis, G. Evangelidis, "Prediction of Hail Suppression Program Seeding Parameters using Data Mining Techniques", in 1st International Scientific Conference, eRA: The Contribution of Information Technology to Science, Economy, Society and Education, 2006, pp. 322–329.

T. Folias, V. Dagdilelis, M. Satratzemi, G. Evangelidis, "Introducing CS-major Students to parallel programming using StarLogo", in Proceedings of the 5th WSEAS International Conference on Education and Educational Technology, Tenerife, Canary Islands, Spain, December 16-18, 2006, pp. 99–103.

G. Voulalas, G. Evangelidis, "A framework for the development and deployment of evolving applications", in ICSOFT 2006, First International Conference on Software and Data Technologies, Setúbal, Portugal, September 11-14, 2006, J. Filipe, B. Shishkov, M. Helfert, Eds., INSTICC Press, pp. 22–29.

E. Tsagalidis, L. Karamitopoulos, G. Evangelidis, D. Dervos, "Extraction of the Convective Day Category Index Using Data Mining Techniques", in 2005 IEEE Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, pp. 692-698.

V. Efopoulos, V. Dagdilelis, G. Evangelidis, M. Satratzemi, "WIPE: a programming environment for novices", in Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, ITiCSE 2005, Caparica, Portugal, June 27-29, 2005, J. C. Cunha et al., Eds., ACM, pp. 113–117.

V. Efopoulos, G. Evangelidis and V. Dagdilelis, "WIPE - Pilot Testing and Comparative Evaluation", in Proceedings of the 5th IEEE International Conference on Advanced Learning Technologies, ICALT 2005, Kaohsiung, Taiwan, July 5-8, 2005, IEEE Computer Society, pp. 928–932.

I. Nitsos, G. Evangelidis and D. Dervos, "Bitmap-Tree Indexing for Set Operations on Free Text", in Proceedings of the 20th International Conference on Data Engineering, ICDE 2004, 30 March - 2 April 2004, Boston, MA, USA, Z. M. Özsoyoglu, S. B. Zdonik, Eds., IEEE Computer Society, pp. 837.

I. Nitsos, G. Evangelidis and D. Dervos, "uγ-Golomb: A New Golomb Code Variation for the Local Bernoulli Model", in Advances in Databases and Information Systems, 7th East European Conference, ADBIS 2003, Dresden, Germany, September 3-6, 2003, Local Proceedings.

I. Nitsos, G. Evangelidis and D. Dervos, "Compact-binary: an Efficient Non-parameterized Code for Index Compression", in Proceedings of the 1st Balkan Conference on Informatics, BCI '03, Thessaloniki, Greece, pp. 255–266.

V. Efopoulos, G. Evangelidis and V. Dagdilelis, "WIPE (Web Integrated Programming Environment)–design principles and architecture", in 9th Panhellenic Conference on Informatics, PCI 2003, Thessaloniki, Greece - Nov 21 - 23, 2003, pp. 461–469.

V. Efopoulos, G. Evangelidis, V. Dagdilelis, T. Kaskalis, "WIPE - A Model for a Web-Based Database-Driven Environment for Teaching Programming", in 2003 IEEE International Conference on Advanced Learning Technologies, ICALT 2003, Athens, Greece, July 9-11, 2003, V. Devedzic et al., Eds., IEEE Computer Society, pp. 472.

I. Nitsos, G. Evangelidis and D. Dervos, "g-binary: A New Non-parameterized Code for Improved Inverted File Compression", in Database and Expert Systems Applications, 14th International Conference, DEXA 2003, Prague, Czech Republic, September 1-5, 2003, Proceedings, V. Marík, W. Retschitzegger, O. Stepánková, Eds., Springer, pp. 464–473.

G. Evangelidis, V. Dagdilelis, M. Satratzemi, V. Efopoulos, "X-Compiler: Yet Another Integrated Novice Programming Environment", in Proceedings IEEE International Conference on Advanced Learning Technology: Issues, Achievements and Challenges, Madison, WI, USA, August 6-8, 2001, T. Okamoto et al., Eds., IEEE Computer Society, pp. 166–169.