Publications

Books
Diploma Thesis
  • Maronidis Anastasios, “Subclass Graph Embedding in Data Classification”, Aristotle University of Thessaloniki, Thessaloniki, Greece, 2010 (in Greek). Available at: http://invenio.lib.auth.gr/record/124780
Journal Articles
  • Maronidis Anastasios, Chatzilari Elisavet, Spiros Nikolopoulos and Ioannis Kompatsiaris, “A Generalised Differential Framework for Measuring Signal Sparsity”, Elsevier Digital Signal Processing, 74 (2018): 14-29. (PDF, Appendix)
  • Maronidis Anastasios, Tefas Anastasios and Pitas Ioannis, “Subclass Graph Embedding and a Marginal Fisher Analysis Paradigm”, Elsevier Pattern Recognition (PR), vol. 48, no. 12, pp. 4024-4035, 2015. (PDF)
  • Maronidis Anastasios, Voutounos Chrysanthos and Lanitis Andreas, “Designing and evaluating an expert system for restoring damaged byzantine icons”, Multimedia Tools and Applications, pp. 1-24, 2013, (DOI) 10.1007/s11042-014-2149-1. (PDF)
  • Maronidis Anastasios, Bolis Dimitris, Tefas Anastasios and Pitas Ioannis, “Improving Subspace Learning for Facial Expression Recognition Using Person Dependent and Geometrically Enriched Training Sets”, Neural Networks, vol. 24, no. 8, pp. 814-823, 2011. (PDF)
Book Chapters
  • Maronidis Anastasios, Chatzilari Elisavet, Nikolopoulos Spiros and Kompatsiaris Ioannis, “Smart Sampling and Optimal Dimensionality Reduction of Big Data Using Compressed Sensing”, accepted for inclusion as a Book Chapter in the book “Big Data Optimization” to be published by Springer. (PDF)
  • Lanitis Andreas, Tsapatsoulis Nicolas and Maronidis Anastasios, “Review of ageing with respect to biometrics and diverse modalities”, accepted for inclusion as a Book Chapter in the book “Age factors in biometric processing”, Institution of Engineering and Technology, edited by Mike Fairhurst, 2012. (PDF)
  • Karakostas Anastasios, Maronidis Anastasios, Ververidis Dimitrios, Nikolaidis Efstathios , Papazoglou Chalikias Anastasios, Nikolopoulos Spiros, Kompatsiaris Ioannis, “Enhancing Virtual Learning Spaces: The Impact of the Gaming Analytics”, accepted for inclusion as a Book Chapter in the book “Software Data Engineering for Network eLearning Environments” to be published by Springer. (Link)
Conference Papers
  • Maronidis Anastasios, Oikonomou Vangelis, Spiros Nikolopoulos and Kompatsiaris Ioannis, “Steady State Visual Evoked Potential Detection Using Subclass Marginal Fisher Analysis”, in 8th International IEEE EMBS Conference On Neural Engineering, 2017 (PDF)
  • Oikonomou Vangelis, Maronidis Anastasios, Liaros George, Spiros Nikolopoulos and Kompatsiaris Ioannis, “Sparse Bayesian Learning for Subject Independent Classification with Application to SSVEP-BCI”, in 8th International IEEE EMBS Conference On Neural Engineering, 2017 (PDF)
  • Παναγιώτης Μπαλιάκας, κ.α., “Προγνωστικά συστήματα στη ΧΛΛ: στατιστική σημαντικότητα=προβλεπτική ακρίβεια?”, 26ο Πανελλήνιο Αιματολογικό Συνέδριο, 2015.
  • Chatzilari Elisavet, et al, “Personalized Modeling of Disease Evolution in CLL: Does Statistical Significance Translate into Predictive Accuracy?”, Blood 126.23 (2015): 2921-2921.
  • Maronidis Anastasios, Tefas Anastasios and Pitas Ioannis, “Subclass Marginal Fisher Analysis”, in IEEE Symposium Series on Computational Intelligence, 2015. (PDF, PPT)
  • Maronidis Anastasios, Tefas Anastasios and Pitas Ioannis, “Graph Embedding Exploiting Subclasses”, in IEEE Symposium Series on Computational Intelligence, 2015. (PDF, PPT)
  • Maronidis Anastasios, Chatzilari Elisavet, Nikolopoulos Spiros and Kompatsiaris Ioannis, “Scalable Image Annotation Using a Product Compressive Sampling Approach”, in International Conference on Data Science and Advanced Analytics (DSAA’ 2015). (PDF, PPT)
  • Lanitis Andreas, Tsapatsoulis Nicolas and Maronidis Anastasios, “On the Application of Biometric Techniques for Locating Damaged Artworks”, in International Workshop on Biometrics (BIOMET 2014), pp. 246-257, Springer International Publishing, 2014. (PDF)
  • Maronidis Anastasios, Voutounos Chrysanthos and Lanitis Andreas, “An Integrated Tool for Virtual Restoration of Byzantine Icons", in International Conference on Information, Intelligence, Systems and Applications (IISA), 2013. (PDF, PPT)
  • Maronidis Anastasios and Lanitis Andreas, “Facial Age Simulation Using Age-Specific 3D Models and Recursive PCA”, in International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2013), 2013. (PDF, PPT)
  • Maronidis Anastasios and Lanitis Andreas, “An Automated Methodology for Assessing the Damage on Byzantine Icons”, M. Ioannides et al. (Eds.): International Conference on Cultural Heritage (EuroMed 2012), LNCS 7616, pp. 320-329, 2012. (PDF, PPT)
  • Bolis Dimitris, Maronidis Anastasios, Tefas Anastasios and Pitas Ioannis, “Improving the Robustness of Subspace Learning Techniques for Facial Expression Recognition”, in International Conference on Artificial Neural Networks (ICANN) (1), K. I. Diamantaras, W. Duch and L. S. Iliadis, Ed. 2010, vol. 6352 of Lecture Notes in Computer Science, pp. 470-479, Springer. (PDF)
  • Maronidis Anastasios, Tefas Anastasios and Pitas Ioannis, “Frontal View Recognition Using Spectral Clustering and Subspace Learning Methods”, in International Conference on Artificial Neural Networks (ICANN) (1), K. I. Diamantaras, W. Duch and L. S. Iliadis, Ed. 2010, vol. 6352 of Lecture Notes in Computer Science, pp. 460-469, Springer. (PDF, PPT)
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