Markos Avlonitis

According to our database, Markos Avlonitis authored at least 38 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

AutoML with Bayesian Optimizations for Big Data Management.

Aristeidis Karras, Christos N. Karras, Nikolaos Schizas, Markos Avlonitis, Spyros Sioutas

Inf., April, 2023

Consensus Big Data Clustering for Bayesian Mixture Models.

Christos N. Karras, Aristeidis Karras, Konstantinos C. Giotopoulos, Markos Avlonitis, Spyros Sioutas

Algorithms, 2023

SAVE-WATER: Increasing cross-border infrastructure's capacity for water management.

Ioannis Vlachos, Nikolaos Marios Polymenakos, Evangelos Alvanitopoulos, Marios Anagnostou, Ioannis Karydis, Markos Avlonitis

Proceedings of the Workshop on Research Projects Track @ RCIS 2023 co-located with RCIS 2023, 2023

An Adaptive, Energy-Efficient DRL-Based and MCMC-Based Caching Strategy for IoT Systems.

Aristeidis Karras, Christos N. Karras, Ioannis Karydis, Markos Avlonitis, Spyros Sioutas

Proceedings of the Algorithmic Aspects of Cloud Computing - 8th International Symposium, 2023

2022

An Overview of MCMC Methods: From Theory to Applications.

Christos N. Karras, Aristeidis Karras, Markos Avlonitis, Spyros Sioutas

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making.

Christos N. Karras, Aristeidis Karras, Markos Avlonitis, Ioanna Giannoukou, Spyros Sioutas

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

A Hybrid Ensemble Deep Learning Approach for Emotion Classification.

Christos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Markos Avlonitis, Spyros Sioutas

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A 3-in-1 framework for human resources' selection and positioning based on machine learning tools.

Panagiota Pampouktsi, Katia Lida Kermanidis, Markos Avlonitis

Int. J. Data Anal. Tech. Strateg., 2021

2020

Multimedia Content's Brokerage: An Information System Based on LeSiM.

Ioannis Karydis, Andreas Kanavos, Spyros Sioutas, Markos Avlonitis, Nikos I. Karacapilidis

Int. J. E Serv. Mob. Appl., 2020

Designing an e-Business Agricultural Decision Support Company: The Case of Olivenia.

Romanos Kalamatianos, Ioannis Karydis, Markos Avlonitis, Panagiotis Gratsanis

Proceedings of the 9th International Conference on Information and Communication Technologies in Agriculture, 2020

2019

A machine learning approach for asperities' location identification.

Konstantinos Arvanitakis, Ioannis Karydis, Katia Lida Kermanidis, Markos Avlonitis

Evol. Syst., 2019

Multiple and replicated random walkers analysis for service discovery in fog computing IoT environments.

Konstantinos Skiadopoulos, Konstantinos Oikonomou, Markos Avlonitis, Konstantinos Giannakis, Dimitrios G. Kogias, Ioannis Stavrakakis

Ad Hoc Networks, 2019

2018

DIRT: The Dacus Image Recognition Toolkit.

Romanos Kalamatianos, Ioannis Karydis, Dimitris Doukakis, Markos Avlonitis

J. Imaging, 2018

Treating stochasticity of olive-fruit fly's outbreaks via machine learning algorithms.

Romanos Kalamatianos, Katia Kermanidis, Ioannis Karydis, Markos Avlonitis

Neurocomputing, 2018

Investigation of Possible Landslide Precursor Activity in a Small-Scale Laboratory Experiment.

Spiridon G. Krokidis, Konstantinos Marmarokopos, Markos Avlonitis

Int. J. Appl. Geospat. Res., 2018

LESIM: A Novel Lexical Similarity Measure Technique for Multimedia Information Retrieval.

Ioannis Karydis, Andreas Kanavos, Spyros Sioutas, Markos Avlonitis, Nikos I. Karacapilidis

Proceedings of the 12th Mediterranean Conference on Information Systems, 2018

2017

Microclimates and their Stochastic Effect on Olive Fruit Fly Evolution: Modeling and Simulation.

Romanos Kalamatianos, Markos Avlonitis

Proceedings of the 8th International Conference on Information and Communication Technologies in Agriculture, 2017

2016

On the problem of early detection of users interaction outbreaks via stochastic differential models.

Markos Avlonitis

Eng. Appl. Artif. Intell., 2016

Environmental Impact on Predicting Olive Fruit Fly Population Using Trap Measurements.

Romanos Kalamatianos, Katia Kermanidis, Markos Avlonitis, Ioannis Karydis

Proceedings of the Artificial Intelligence Applications and Innovations, 2016

Identifying Asperity Patterns Via Machine Learning Algorithms.

Kostantinos Arvanitakis, Markos Avlonitis

Proceedings of the Artificial Intelligence Applications and Innovations, 2016

A Survey on Big Data and Collective Intelligence.

Ioannis Karydis, Spyros Sioutas, Markos Avlonitis, Phivos Mylonas, Andreas Kanavos

Proceedings of the Algorithmic Aspects of Cloud Computing - Second International Workshop, 2016

2015

Early prediction in collective intelligence on video users' activity.

Markos Avlonitis, Ioannis Karydis, Spyros Sioutas

Inf. Sci., 2015

Geophone networks and environmental studies: Application to landslides.

Konstantinos Marmarokopos, George Efremidis, Markos Avlonitis

Proceedings of the 6th International Conference on Information, 2015

Complex networks and simulation strategies: An application to olive fruit fly dispersion.

Romanos Kalamatianos, Markos Avlonitis, Spyros Stravoravdis

Proceedings of the 6th International Conference on Information, 2015

The Role of Olive Trees Distribution and Fruit Bearing in Olive Fruit Fly Infestation.

Romanos Kalamatianos, Markos Avlonitis

Proceedings of the 7th International Conference on Information and Communication Technologies in Agriculture, 2015

2014

Identifying Important Segments in Videos: A Collective Intelligence Approach.

Ioannis Karydis, Markos Avlonitis, Konstantinos Chorianopoulos, Spyros Sioutas

Int. J. Artif. Intell. Tools, 2014

Video Pulses: User-Based Modeling of Interesting Video Segments.

Markos Avlonitis, Konstantinos Chorianopoulos

Adv. Multim., 2014

2013

Toward early warning against Internet worms based on critical-sized networks.

Emmanouil Magkos, Markos Avlonitis, Panayiotis Kotzanikolaou, Michalis Stefanidakis

Secur. Commun. Networks, 2013

Mimicking Real Users' Interactions on Web Videos through a Controlled Experiment.

Antonia Spiridonidou, Ioannis Karydis, Markos Avlonitis

Proceedings of the Engineering Applications of Neural Networks, 2013

2012

Crowdsourcing user interactions within web video through pulse modeling.

Markos Avlonitis, Konstantinos Chorianopoulos, David Ayman Shamma

Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia, 2012

Collective Intelligence in Video User's Activity.

Ioannis Karydis, Markos Avlonitis, Spyros Sioutas

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2009

Treating scalability and modelling human countermeasures against local preference worms via gradient models.

Markos Avlonitis, Emmanouil Magkos, Michalis Stefanidakis, Vassilios Chrissikopoulos

J. Comput. Virol., 2009

A Stochastic Model Using Self-Organization to Explore the ICT Industry Evolution.

Markos Avlonitis, Adamantia G. Pateli, Ioannis A. Morfis

Proceedings of the PCI 2009, 2009

A Novel Stochastic Approach for Modeling Random Scanning Worms.

Markos Avlonitis, Emmanouil Magkos, Michalis Stefanidakis, Vassilios Chrissikopoulos

Proceedings of the PCI 2009, 2009

2008

Frequency-Domain Stochastic Error Concealment for Wireless Audio Applications.

Andreas Floros, Markos Avlonitis, Panayiotis M. Vlamos

Mob. Networks Appl., 2008

2007

A spatial stochastic model for worm propagation: scale effects.

Markos Avlonitis, Emmanouil Magkos, Michalis Stefanidakis, Vassilios Chrissikopoulos

J. Comput. Virol., 2007

Specific Selection of FFT Amplitudes from Audio Sports and News Broadcasting for Classification Purposes.

Marios Poulos, George Bokos, Nikolaos Kanellopoulos, Sozon Papavlasopoulos, Markos Avlonitis

J. Graph Algorithms Appl., 2007

Stochastic packet reconstruction for subjectively improved audio delivery over WLANs.

Andreas Floros, Markos Avlonitis, Panayiotis M. Vlamos

Proceedings of the 3rd International Conference on Mobile Multimedia Communications, 2007