Stochastic packet reconstruction for subjectively improved audio delivery over WLANs. - Andreas Floros 001; Markos Avlonitis; Panayiotis M. Vlamos (MobiMedia, 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)

A spatial stochastic model for worm propagation: scale effects. - Markos Avlonitis; Emmanouil Magkos; Michalis Stefanidakis; Vassilios Chrissikopoulos (J. Comput. Virol., 2007)

Frequency-Domain Stochastic Error Concealment for Wireless Audio Applications. - Andreas Floros 001; Markos Avlonitis; Panayiotis M. Vlamos (Mob. Networks Appl., 2008)

A Novel Stochastic Approach for Modeling Random Scanning Worms. - Markos Avlonitis; Emmanouil Magkos; Michalis Stefanidakis; Vassilios Chrissikopoulos (Panhellenic Conference on Informatics, 2009)

A Stochastic Model Using Self-Organization to Explore the ICT Industry Evolution. - Markos Avlonitis; Adamantia G. Pateli; Ioannis A. Morfis (Panhellenic Conference on Informatics, 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)

Collective Intelligence in Video User's Activity. - Ioannis Karydis; Markos Avlonitis; Spyros Sioutas (AIAI (2), 2012)

Crowdsourcing user interactions within web video through pulse modeling. - Markos Avlonitis; Konstantinos Chorianopoulos; David Ayman Shamma (CrowdMM@ACM Multimedia, 2012)

Mimicking Real Users' Interactions on Web Videos through a Controlled Experiment. - Antonia Spiridonidou; Ioannis Karydis; Markos Avlonitis (EANN (2), 2013)

Toward early warning against Internet worms based on critical-sized networks. - Emmanouil Magkos; Markos Avlonitis; Panayiotis Kotzanikolaou; Michalis Stefanidakis (Secur. Commun. Networks, 2013)

Video Pulses: User-Based Modeling of Interesting Video Segments. - Markos Avlonitis; Konstantinos Chorianopoulos (Adv. Multim., 2014)

Identifying Important Segments in Videos: A Collective Intelligence Approach. - Ioannis Karydis; Markos Avlonitis; Konstantinos Chorianopoulos; Spyros Sioutas (Int. J. Artif. Intell. Tools, 2014)

The Role of Olive Trees Distribution and Fruit Bearing in Olive Fruit Fly Infestation. - Romanos Kalamatianos; Markos Avlonitis (HAICTA, 2015)

Complex networks and simulation strategies: An application to olive fruit fly dispersion. - Romanos Kalamatianos; Markos Avlonitis; Spyros Stravoravdis (IISA, 2015)

Geophone networks and environmental studies: Application to landslides. - Konstantinos Marmarokopos; George Efremidis; Markos Avlonitis (IISA, 2015)

Early prediction in collective intelligence on video users' activity. - Markos Avlonitis; Ioannis Karydis; Spyros Sioutas (Inf. Sci., 2015)

A Survey on Big Data and Collective Intelligence. - Ioannis Karydis; Spyros Sioutas; Markos Avlonitis; Phivos Mylonas; Andreas Kanavos (ALGOCLOUD, 2016)

Identifying Asperity Patterns Via Machine Learning Algorithms. - Kostantinos Arvanitakis; Markos Avlonitis (AIAI, 2016)

Environmental Impact on Predicting Olive Fruit Fly Population Using Trap Measurements. - Romanos Kalamatianos; Katia Kermanidis; Markos Avlonitis; Ioannis Karydis (AIAI, 2016)

On the problem of early detection of users interaction outbreaks via stochastic differential models. - Markos Avlonitis (Eng. Appl. Artif. Intell., 2016)

Microclimates and their Stochastic Effect on Olive Fruit Fly Evolution: Modeling and Simulation. - Romanos Kalamatianos; Markos Avlonitis (HAICTA, 2017)

LESIM: A Novel Lexical Similarity Measure Technique for Multimedia Information Retrieval. - Ioannis Karydis; Andreas Kanavos; Spyros Sioutas; Markos Avlonitis; Nikos I. Karacapilidis (MCIS, 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)

Treating stochasticity of olive-fruit fly's outbreaks via machine learning algorithms. - Romanos Kalamatianos; Katia Kermanidis; Ioannis Karydis; Markos Avlonitis (Neurocomputing, 2018)

DIRT: The Dacus Image Recognition Toolkit. - Romanos Kalamatianos; Ioannis Karydis; Dimitris Doukakis; Markos Avlonitis (J. Imaging, 2018)

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)

A machine learning approach for asperities' location identification. - Konstantinos Arvanitakis; Ioannis Karydis; Katia Lida Kermanidis; Markos Avlonitis (Evol. Syst., 2019)

Designing an e-Business Agricultural Decision Support Company: The Case of Olivenia. - Romanos Kalamatianos; Ioannis Karydis; Markos Avlonitis; Panagiotis Gratsanis (HAICTA, 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)

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)

A Hybrid Ensemble Deep Learning Approach for Emotion Classification. - Christos N. Karras; Aristeidis Karras; Dimitrios Tsolis; Markos Avlonitis; Spyros Sioutas (IEEE Big Data, 2022)

Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making. - Christos N. Karras; Aristeidis Karras; Markos Avlonitis; Ioanna Giannoukou; Spyros Sioutas (AIAI (Workshops), 2022)

An Overview of MCMC Methods: From Theory to Applications. - Christos N. Karras; Aristeidis Karras; Markos Avlonitis; Spyros Sioutas (AIAI (Workshops), 2022)

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 (ALGOCLOUD, 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 (RCIS (Research Projects), 2023)

Consensus Big Data Clustering for Bayesian Mixture Models. - Christos N. Karras; Aristeidis Karras; Konstantinos C. Giotopoulos; Markos Avlonitis; Spyros Sioutas (Algorithms, 2023)

AutoML with Bayesian Optimizations for Big Data Management. - Aristeidis Karras; Christos N. Karras; Nikolaos Schizas; Markos Avlonitis; Spyros Sioutas (Inf., 2023)

Modeling wildfires' spread based on low-cost sensors measuring real-time moisture content. - Nikolaos Avgoustis; Alvertos Ioannis Mourikis; Marios Anagnostou; Ioannis Karydis; Markos Avlonitis (HAICTA (1), 2024)

Simulation Study for Evaluating Efficiency of McPhail Traps in Olive Groves. - Nikolaos Avgoustis; Evangelos Alvanitopoulos; Nikolaos Marios Polymenakos; Ioannis Karydis; Markos Avlonitis (AIAI (2), 2024)

Uncovering Gender Biases in AI-Powered Low-Code and No-Code Solutions. - Dialekti Athina Voutyrakou; Spyridon Tsoukalas; Marios Karelis; Gianna Katsiampoura; Patrick Mikalef; Markos Avlonitis (AIAI Workshops (2), 2025)