PUBLICATIONS

Επιστημονικά Περιοδικά

  1. K. Arvanitakis, M. Avlonitis, E. Papadimitriou, “Introducing stochastic recurrence interval to classification algorithms for identifying asperity patterns”. Physica A, Elservier, 2018. (In Review)
  2. Kalamatianos R. and Avlonitis M., “Modeling the effect of olive fruit presence on Bactrocera oleae stochastic dispersion”. Journal of Agricultural Informatics 2018 (In editing)
  3. Krokidis S., Marmarokopos K. and M. Avlonitis, “Investigation of possible landslide precursor activity in a small-scale laboratory experiment”. Journal of Applied and Geospatial Research, 2018 (In editing)
  4. Kalamatianos, Romanos, Katia Kermanidis, Ioannis Karydis and Markos Avlonitis. "Treating Stochasticity of Olive-Fruit Fly's Outbreaks via Machine Learning Algorithms", Neurocomputing, vol. 280, pp.135-146, 2018
  5. Efremidis, George, Markos Avlonitis, Avraam Konstantinidis, and Elias C. Aifantis. "A statistical study of precursor activity in earthquake-induced landslides." Computers and Geotechnics 81 (2017): 137-142.
  6. Avlonitis, Markos. "On the problem of early detection of users interaction outbreaks via stochastic differential models." Engineering Applications of Artificial Intelligence 51 (2016): 92-96.
  7. Karydis, Ioannis, Markos Avlonitis, Phivos Mylonas, and Spyros Sioutas. "Detection and Feature Extraction of Collective Activity in Human-Computer Interaction." INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 7, no. 3 (2016): 54-59.
  8. Avlonitis, Markos, Ioannis Karydis, and Spyros Sioutas. "Early prediction in collective intelligence on video users’ activity." Information Sciences 298 (2015): 315-329.
  9. Avlonitis, M., and K. Kalaitzidou. "Estimating the real contact area between sliding surfaces by means of a modified OFC model." Archives of Civil and Mechanical Engineering 15, no. 2 (2015): 355-360.
  10. Avlonitis, Markos, George Efremidis, and Avraam Konstantinidis. "A statistical study of precursor activity in rain-induced landslides." Journal of the Mechanical Behavior of Materials 23, no. 3-4 (2014): 79-86.
  11. Avlonitis, Markos, and G. A. Papadopoulos. "Foreshocks and b value: bridging macroscopic observations to source mechanical considerations." Pure and Applied Geophysics 171, no. 10 (2014): 2569-2580.
  12. Spedicato, Luigi, Iro Armeni, Nicola Ivan Giannoccaro, Markos Avlonitis, and Sozon Papavlasopoulos. "A dynamic identification of a historical building using accelerometers with interface modules and a digital synchronization method." Key Engineering Materials 628 (2014).
  13. Avlonitis, Markos, and Konstantinos Chorianopoulos. "Video pulses: user-based modeling of interesting video segments." Advances in Multimedia 2014 (2014): 2.
  14. Karydis, Ioannis, Markos Avlonitis, Konstantinos Chorianopoulos, and Spyros Sioutas. "Identifying important segments in videos: A collective intelligence approach." International Journal on Artificial Intelligence Tools 23, no. 02 (2014): 1440010.
  15. Avlonitis, Markos, Kyriaki Kalaitzidou, and Jeffrey Lawrence. "Investigation of friction statistics and real contact area by means of a modified OFC model." Tribology International 69, (2014): 168-175.
  16. Magkos, Emmanouil, Markos Avlonitis, Panayiotis Kotzanikolaou, and Michalis Stefanidakis. "Toward early warning against Internet worms based on critical‐sized networks." Security and Communication Networks 6, no. 1 (2013): 78-88.
  17. Avlonitis, M., and A. Pappa. "Towards a probabilistic approach for DAC and SAC exact reconstruction in hot emission stars." Memorie della Societa Astronomica Italiana Supplementi 15 (2010): 64.
  18. Avlonitis, Markos, Emmanouil Magkos, Michalis Stefanidakis, and Vassilis Chrissikopoulos. "Treating scalability and modelling human countermeasures against local preference worms via gradient models." Journal in computer virology 5, no. 4 (2009): 357-364.
  19. Floros, Andreas, Markos Avlonitis, and Panayiotis Vlamos. "Frequency-domain stochastic error concealment for wireless audio applications." Mobile Networks and Applications 13, no. 3-4 (2008): 357-365.
  20. Avlonitis, M., I. Kordonis, and S. Papavlasopoulos. "On an analytical estimation of characteristic lengths in pattern formation—application to fatigue." Journal of Interdisciplinary Mathematics 11, no. 4 (2008): 451-460.
  21. Bokos, Marios Poulos George, Nikolaos Kanellopoulos Sozon Papavlasopoulos, and Markos Avlonitis. "Specific selection of FFT amplitudes from audio sports and news broadcasting for classification purposes." Journal of Graph Algorithms and Applications 11, no. 1 (2007): 277-307.
  22. Avlonitis, Markos, Emmanouil Magkos, Michalis Stefanidakis, and Vassilis Chrissikopoulos. "A spatial stochastic model for worm propagation: scale effects." Journal in Computer Virology 3, no. 2 (2007): 87-92.
  23. Avlonitis, M., M. Zaiser, and E. C. Aifantis. "Nucleation And Non-Linear Strain Localization During Cyclic Plastic Deformation." Journal Of The Mechanical Behavior Of Materials 18, no. 1 (2007): 55-68.
  24. Avlonitis, M. and E. C. Aifantis, “Statistical and stochastic aspects of internal variables” Journal of Mechanical Behavior of Materials 18, no. 1 (2007): 69-83.
  25. Floros, Andreas, and Markos Avlonitis, "A Novel Stochastic Process for Digital Audio Signals Dithering." WSEAS Transactions on Signal Processing 2, no. 7 (2006): 956-961.
  26. Kioseoglou, J., G. P. Dimitrakopulos, Ph Komninou, Th Karakostas, I. Konstantopoulos, M. Avlonitis, and E. C. Aifantis. "Analysis of partial dislocations in wurtzite GaN using gradient elasticity." physica status solidi (a)203, no. 9 (2006): 2161-2166.
  27. Bakó, B., I. Groma, M. Avlonitis, and E. C. Aifantis. "Incorporating the influence of the temperature into a mesoscopic continuum description of dislocation systems." Materials Science and Engineering: A 400 (2005): 218-221.
  28. M. Avlonitis, Ioannidou, T., Frantziskonis, G., and Aifantis, E.C., Statistical and stochastic aspects of gradient theory, Journal of Mechanical Behavior of Materials 12, (2001): 77-851.
  29. Avlonitis, M. A. E. C., M. Zaiser, and E. C. Aifantis. "Some exactly solvable models for the statistical evolution of internal variables during plastic deformation." Probabilistic Engineering Mechanics 15, no. 2 (2000): 131-138.
  30. Zaiser, M., M. Avlonitis, and E. C. Aifantis. "Stochastic and deterministic aspects of strain localization during cyclic plastic deformation." Acta materialia 46, no. 12 (1998): 4143-4151.

Συνέδρια

  1. Kalamatianos, Romanos and Avlonitis, Markos, “Microclimates and their Stochastic Effect on Olive Fruit Fly Evolution: Modeling and Simulation”. 8th International Conference on Information and Communication Technologies in Agriculture, Food and Environment (HAICTA), Chania, Greece, 2017.
  2. Arvanitakis, Konstantinos, Charis Gounaropoulos, and Markos Avlonitis. "LOCATING ASPERITIES BY MEANS OF STOCHASTIC ANALYSIS OF SEISMIC CATALOGS." Bulletin of the Geological Society of Greece 50 (2016).
  3. Arvanitakis, Kostantinos, and Markos Avlonitis. "Identifying Asperity Patterns Via Machine Learning Algorithms." In IFIP International Conference on Artificial Intelligence Applications and Innovations, pp. 87-93. Springer International Publishing, 2016.
  4. Kalamatianos, Romanos, Katia Kermanidis, Markos Avlonitis, and Ioannis Karydis. "Environmental Impact on Predicting Olive Fruit Fly Population Using Trap Measurements." In IFIP International Conference on Artificial Intelligence Applications and Innovations, pp. 180-190. Springer International Publishing, 2016.
  5. Spiridonidou, Antonia, Ioanna Avloniti, Romanos Kalamatianos, and Markos Avlonitis. "Linking population models with public health related control programs. The example of mosquito population expansion in Corfu using LORES." In Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, p. 95. ACM, 2016.
  6. Arvanitakis, Konstantinos, Romanos Kalamatianos, and Markos Avlonitis. " Self-optimized computational method calculating robust b values for earthquake catalogs containing small number of events." In 2nd World Congress on Genetics, Geriatrics and Neurodegenerative Diseases Research GeNeDis (2016)
  7. Karydis, Ioannis, Spyros Sioutas, Markos Avlonitis, Phivos Mylonas, and Andreas Kanavos. "A Survey on Big Data and Collective Intelligence." In International Workshop of Algorithmic Aspects of Cloud Computing, pp. 169-181. Springer, Cham, 2017.
  8. Kalamatianos, Romanos, and Markos Avlonitis. "The role of tree distribution and olive fruit bearning in olive fruit fly infestation" In 7th International Conference on Information and Communication Technologies in Agriculture, Food and Environment (HAICTA 2015), 2015
  9. Marmarokopos, Konstantinos, George Efremidis, and Markos Avlonitis. "Geophone networks and environmental studies: Application to landslides." In Information, Intelligence, Systems and Applications (IISA), 2015 6th International Conference on, pp. 1-4. IEEE, 2015.
  10. Kalamatianos, Romanos, Markos Avlonitis, and Spyros Stravoravdis. "Complex networks and simulation strategies: An application to olive fruit fly dispersion." In Information, Intelligence, Systems and Applications (IISA), 2015 6th International Conference on, pp. 1-6. IEEE, 2015.
  11. Efremidis, George, Markos Avlonitis, Avraam Konstantinidis, and Elias C. Aifantis. "Realistic spring block models for earthquake-induced landslides." In 13th ISRM International Congress of Rock Mechanics. International Society for Rock Mechanics, 2015.
  12. Avlonitis, Markos, George Efremidis, and Avraam Konstantinidis. "A statistical study of precursor activity in rain-induced landslides." Journal of the Mechanical Behavior of Materials 23, no. 3-4 (2014): 79-86.
  13. Karydis, Ioannis, Panagiotis Gratsanis, Christos Semertzidis, and Markos Avlonitis. "WebGIS design & implementation for pest life-cycle & control simulation management: The case of olive-fruit fly." Procedia Technology 8 (2013): 526-529.
  14. Voulgaris, Spyros, Michalis Stefanidakis, Andreas Floros, and Markos Avlonitis. "Stochastic modeling and simulation of olive fruit fly outbreaks." Procedia Technology 8 (2013): 580-586.
  15. Karydis, Ioannis, Markos Avlonitis, and Spyros Sioutas. "Collective intelligence in video user’s activity." Artificial Intelligence Applications and Innovations (2012): 490-499.
  16. Avlonitis, Markos, “On the introduction of internal variables in self-organized critical models for earthquakes”, 5th Chaotic Modeling and Simulation International Conference, (2012).
  17. Avlonitis, Markos, Konstantinos Chorianopoulos, and David Ayman Shamma. "Crowdsourcing user interactions within web video through pulse modeling." In Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia, pp. 19-20. ACM, 2012.
  18. Papadopoulos, G. A., G. Minadakis, M. Avlonitis, and B. Di Fiore. "Foreshock precursory patterns before strong mainshocks." AGU Fall Meeting Abstracts. 2011.
  19. Avlonitis, Markos, “Multi-scale modeling of earthquake sources via stochastic differential constitutive equations”, Continuing Challenges in Earthquake Dynamics: New Methods for Observing and Modelling a Multi-Scale System 2011.
  20. Avlonitis, M., and Tassos, S., “Towards realistic self-organized critical models for earthquakes”, European Seismological Commission 2010.
  21. Avlonitis, Markos I., Adamantia G. Pateli, and Ioannis A. Morfis. "A Stochastic Model using Self-Organization to explore the ICT Industry Evolution." In Informatics, 2009. PCI'09. 13th Panhellenic Conference on, pp. 80-84. IEEE, 2009.
  22. Avlonitis, Markos, Emmanouil Magkos, Michalis Stefanidakis, and Vassilis Chrissikopoulos. "A novel stochastic approach for modeling random scanning worms." In Informatics, 2009. PCI'09. 13th Panhellenic Conference on, pp. 176-179. IEEE, 2009.
  23. Avlonitis, Markos, and George Efremidis. "Modeling and Simulation of Self-Organized Criticality in Landslides." In 2nd Chaotic Modeling and Simulation International Conference (CHAOS 2009), Chania, Crete, Greece. 2009.
  24. Avlonitis, Markos, Emmanouil Magkos, Michalis Stefanidakis, and Vassilis Chrissikopoulos. "Exploring Scalability and Fast Spreading of Local Preference Worms via Gradient Models.", 17th EICAR Annual Conference 2008.
  25. Avlonitis, M., K. Anagnostou and P. Vlamos. “On a probabilistic Method for exact spatial interpolation on sampling data: Application to olive fruit fly population data”, International Advanced Workshop on Information and Communication Technologies for Sustainable Agro-Production and Environment (AWICTSAE), 2008.
  26. Avlonitis, M., and P. Vlamos. "On an analytical signal reconstruction in the presence of additive white noise." @ITIM Congress (2007).
  27. Avlonitis, Markos, Panagiotis Vlamos, and Konstantinos Oikonomou. "A Space-Time Analytical Model for Energy Consumption in Wireless Sensor Networks." In The Sixth Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net 2007), Corfu, Greece. 2007.
  28. Avlonitis, Markos, Tragoudaras Dimitris, Stefanidakis Michalis, And Papavlasopoulos Charalambos. "Stochastic Processes and Insect Outbreak Systems: Application to Olive Fruit Fly." ENERGY, ENVIRONMENT, ECOSYSTEMS and SUSTAINABLE DEVELOPMENT (EEESD'07) 2007
  29. Floros, Andreas, Markos Avlonitis, and Panayiotis Vlamos. "Stochastic packet reconstruction for subjectively improved audio delivery over WLANs." In Proceedings of the 3rd international conference on Mobile multimedia communications, p. 33. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), 2007.
  30. Floros, Andreas, and Markos Avlonitis. "Advances on calculating effective dither for audio signals." In Proceedings of the 10th WSEAS international conference on Systems, pp. 618-622. World Scientific and Engineering Academy and Society (WSEAS), 2006.
  31. Avlonitis, M., and E. C. Aifantis. "On a derivation of a new class of Fokker-Planck equations for plastic deformation." P. D. Spanos 1999
  32. Αυλωνίτης, M., Κ. Καλαϊτζίδου, M. Zaiser και Η.Χ. Αϋφαντής, Εξισώσεις αντίδρασης-διάχυσης για τη μορφογένεση πλεγματικών ατελειών στα υλικά, στον τόμο Πρακτικών του “2ο Πανελλήνιο Επιστημονικό Συνέδριο Χημικής Μηχανικής”, Εκδόσεις Τζιόλα, σελ. 373-376, Θεσσαλονίκη, 1999.
  33. Avlonitis, M., M. Zaiser, and E. C. Aifantis. "A STOCHASTIC APPROACH TO MICROSTRUCTURAL EVOLUTION DURING PLASTIC DEFORMATION AND ITS APPLICATION TO TEXTURE." 5th National Congress on Mechanics 1998, 907-914
  34. Zaiser, M., M. Avlonitis, and E. C. Aifantis. "Deterministic and Stochastic Aspects of Strain Localization in the Fatigue of Metals." In PROBAMAT-21st Century: Probabilities and Materials, pp. 557-572. Springer Netherlands, 1998.
  35. Avlonitis, M., M., S. Kektsidis, and G. Kanellis, “Theoretical study of diffusion and ionic conduction in monocrystals”, 13th National Conference on Solid State Physics 1997.

Τόμοι/Βιβλία

  1. Avlonitis, M., I. Karydis, K. Chorianopoulos, and S. Sioutas. "Treating Collective Intelligence in Online Media." Semantic Multimedia Analysis and Processing (2013).