Markos Avlonitis

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 22

Top Topics

Multimedia Information Retrieval

Maximum Likelihood

Collective Intelligence

Top Venues

Publications

Nikolaos Avgoustis, Evangelos Alvanitopoulos, Nikolaos Marios Polymenakos, Ioannis Karydis, Markos Avlonitis
Simulation Study for Evaluating Efficiency of McPhail Traps in Olive Groves. AIAI (2) (2024)
Aristeidis Karras, Christos N. Karras, Ioannis Karydis, Markos Avlonitis, Spyros Sioutas
An Adaptive, Energy-Efficient DRL-Based and MCMC-Based Caching Strategy for IoT Systems. ALGOCLOUD (2023)
Ioannis Vlachos, Nikolaos Marios Polymenakos, Evangelos Alvanitopoulos, Marios Anagnostou, Ioannis Karydis, Markos Avlonitis
SAVE-WATER: Increasing cross-border infrastructure's capacity for water management. RCIS (Research Projects) (2023)
Aristeidis Karras, Christos N. Karras, Nikolaos Schizas, Markos Avlonitis, Spyros Sioutas
AutoML with Bayesian Optimizations for Big Data Management. Inf. 14 (4) (2023)
Christos N. Karras, Aristeidis Karras, Konstantinos C. Giotopoulos, Markos Avlonitis, Spyros Sioutas
Consensus Big Data Clustering for Bayesian Mixture Models. Algorithms 16 (5) (2023)
Christos N. Karras, Aristeidis Karras, Markos Avlonitis, Spyros Sioutas
An Overview of MCMC Methods: From Theory to Applications. AIAI Workshops (2022)
Christos N. Karras, Aristeidis Karras, Markos Avlonitis, Ioanna Giannoukou, Spyros Sioutas
Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making. AIAI Workshops (2022)
Christos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Markos Avlonitis, Spyros Sioutas
A Hybrid Ensemble Deep Learning Approach for Emotion Classification. Big Data (2022)
Panagiota Pampouktsi, Katia Lida Kermanidis, Markos Avlonitis
A 3-in-1 framework for human resources' selection and positioning based on machine learning tools. Int. J. Data Anal. Tech. Strateg. 13 (4) (2021)
Ioannis Karydis, Andreas Kanavos, Spyros Sioutas, Markos Avlonitis, Nikos I. Karacapilidis
Multimedia Content's Brokerage: An Information System Based on LeSiM. Int. J. E Serv. Mob. Appl. 12 (2) (2020)
Romanos Kalamatianos, Ioannis Karydis, Markos Avlonitis, Panagiotis Gratsanis
Designing an e-Business Agricultural Decision Support Company: The Case of Olivenia. HAICTA (2020)
Konstantinos Arvanitakis, Ioannis Karydis, Katia Lida Kermanidis, Markos Avlonitis
A machine learning approach for asperities' location identification. Evol. Syst. 10 (1) (2019)
Konstantinos Skiadopoulos, Konstantinos Oikonomou, Markos Avlonitis, Konstantinos Giannakis, Dimitrios G. Kogias, Ioannis Stavrakakis
Multiple and replicated random walkers analysis for service discovery in fog computing IoT environments. Ad Hoc Networks 93 (2019)
Romanos Kalamatianos, Katia Kermanidis, Ioannis Karydis, Markos Avlonitis
Treating stochasticity of olive-fruit fly's outbreaks via machine learning algorithms. Neurocomputing 280 (2018)
Spiridon G. Krokidis, Konstantinos Marmarokopos, Markos Avlonitis
Investigation of Possible Landslide Precursor Activity in a Small-Scale Laboratory Experiment. Int. J. Appl. Geospat. Res. 9 (4) (2018)
Ioannis Karydis, Andreas Kanavos, Spyros Sioutas, Markos Avlonitis, Nikos I. Karacapilidis
LESIM: A Novel Lexical Similarity Measure Technique for Multimedia Information Retrieval. MCIS (2018)
Romanos Kalamatianos, Ioannis Karydis, Dimitris Doukakis, Markos Avlonitis
DIRT: The Dacus Image Recognition Toolkit. J. Imaging 4 (11) (2018)
Romanos Kalamatianos, Markos Avlonitis
Microclimates and their Stochastic Effect on Olive Fruit Fly Evolution: Modeling and Simulation. HAICTA (2017)
Romanos Kalamatianos, Katia Kermanidis, Markos Avlonitis, Ioannis Karydis
Environmental Impact on Predicting Olive Fruit Fly Population Using Trap Measurements. AIAI (2016)
Markos Avlonitis
On the problem of early detection of users interaction outbreaks via stochastic differential models. Eng. Appl. Artif. Intell. 51 (2016)
Kostantinos Arvanitakis, Markos Avlonitis
Identifying Asperity Patterns Via Machine Learning Algorithms. AIAI (2016)
Ioannis Karydis, Spyros Sioutas, Markos Avlonitis, Phivos Mylonas, Andreas Kanavos
A Survey on Big Data and Collective Intelligence. ALGOCLOUD (2016)
Markos Avlonitis, Ioannis Karydis, Spyros Sioutas
Early prediction in collective intelligence on video users' activity. Inf. Sci. 298 (2015)
Romanos Kalamatianos, Markos Avlonitis, Spyros Stravoravdis
Complex networks and simulation strategies: An application to olive fruit fly dispersion. IISA (2015)
Romanos Kalamatianos, Markos Avlonitis
The Role of Olive Trees Distribution and Fruit Bearing in Olive Fruit Fly Infestation. HAICTA (2015)
Konstantinos Marmarokopos, George Efremidis, Markos Avlonitis
Geophone networks and environmental studies: Application to landslides. IISA (2015)
Ioannis Karydis, Markos Avlonitis, Konstantinos Chorianopoulos, Spyros Sioutas
Identifying Important Segments in Videos: A Collective Intelligence Approach. Int. J. Artif. Intell. Tools 23 (2) (2014)
Markos Avlonitis, Konstantinos Chorianopoulos
Video Pulses: User-Based Modeling of Interesting Video Segments. Adv. Multim. 2014 (2014)
Antonia Spiridonidou, Ioannis Karydis, Markos Avlonitis
Mimicking Real Users' Interactions on Web Videos through a Controlled Experiment. EANN (2) (2013)
Emmanouil Magkos, Markos Avlonitis, Panayiotis Kotzanikolaou, Michalis Stefanidakis
Toward early warning against Internet worms based on critical-sized networks. Secur. Commun. Networks 6 (1) (2013)
Ioannis Karydis, Markos Avlonitis, Spyros Sioutas
Collective Intelligence in Video User's Activity. AIAI (2) (2012)
Markos Avlonitis, Konstantinos Chorianopoulos, David Ayman Shamma
Crowdsourcing user interactions within web video through pulse modeling. CrowdMM@ACM Multimedia (2012)
Markos Avlonitis, Adamantia G. Pateli, Ioannis A. Morfis
A Stochastic Model Using Self-Organization to Explore the ICT Industry Evolution. Panhellenic Conference on Informatics (2009)
Markos Avlonitis, Emmanouil Magkos, Michalis Stefanidakis, Vassilios Chrissikopoulos
Treating scalability and modelling human countermeasures against local preference worms via gradient models. J. Comput. Virol. 5 (4) (2009)
Markos Avlonitis, Emmanouil Magkos, Michalis Stefanidakis, Vassilios Chrissikopoulos
A Novel Stochastic Approach for Modeling Random Scanning Worms. Panhellenic Conference on Informatics (2009)
Andreas Floros, Markos Avlonitis, Panayiotis M. Vlamos
Frequency-Domain Stochastic Error Concealment for Wireless Audio Applications. Mob. Networks Appl. 13 (3-4) (2008)
Markos Avlonitis, Emmanouil Magkos, Michalis Stefanidakis, Vassilios Chrissikopoulos
A spatial stochastic model for worm propagation: scale effects. J. Comput. Virol. 3 (2) (2007)
Andreas Floros, Markos Avlonitis, Panayiotis M. Vlamos
Stochastic packet reconstruction for subjectively improved audio delivery over WLANs. MobiMedia (2007)
Marios Poulos, George Bokos, Nikolaos Kanellopoulos, Sozon Papavlasopoulos, Markos Avlonitis
Specific Selection of FFT Amplitudes from Audio Sports and News Broadcasting for Classification Purposes. J. Graph Algorithms Appl. 11 (1) (2007)