Phivos Mylonas

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 140

Top Venues

Publications

Maria Trigka, Elias Dritsas, Phivos Mylonas
New Perspectives in e-Learning: EEG-Based Modelling of Human Cognition Individual Differences. AIAI Workshops (2024)
Emmanouela-Electra Economopoulou, Gerasimos Vonitsanos, Phivos Mylonas, Andreas Kanavos
Efficient Energy Disaggregation Using DBSCAN: A Novel Approach for Enhanced Energy Management. AIAI Workshops (2024)
Gerasimos Vonitsanos, Ioanna Moustaka, Spyridon Doukakis, Phivos Mylonas
Transforming Education in the Digital Age: Exploring the Dimensions of Education 4.0. EDUCON (2024)
Akrivi Krouska, Christos Troussas, Phivos Mylonas, Cleo Sgouropoulou
Analysing the Effectiveness of a Social Digital Repository for Learning and Teaching: A Fuzzy Comprehensive Evaluation. ENASE (2024)
Eleanna Kafeza, Georgios Drakopoulos, Phivos Mylonas
Graph Neural Networks in PyTorch for Link Prediction in Industry 4.0 Process Graphs. AIAI (3) (2024)
Dimitrios Koutrintzes, Evaggelos Spyrou, Eirini Mathe, Phivos Mylonas
A Multimodal Fusion Approach for Human Activity Recognition. Int. J. Neural Syst. 33 (1) (2023)
Panagiotis Strousopoulos, Christos Troussas, Akrivi Krouska, Phivos Mylonas, Cleo Sgouropoulou
Integrating Stereotype User Models for Adaptive Scenarios in Game Playing within Immersive Virtual Environments. SMAP (2023)
Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas
Decoding Gender on Social Networks: An In-depth Analysis of Language in Online Discussions Using Natural Language Processing and Machine Learning. BigData (2023)
Stergios Palamas, Yorghos Voutos, Paraskevi Zigoura, Phivos Mylonas, Vasileios Chasanis
Using Web Technologies to Implement a Modular Integrated System for Augmented Tourism Destinations. NiDS (1) (2023)
Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis
Classification of Alzheimer's Disease Subjects from MRI Using Deep Convolutional Neural Networks. NiDS (2) (2023)
Panos E. Kourouthanassis, Cleopatra Bardaki, Alkiviadis Sourvinos, Vasileios Karyotis, Phivos Mylonas
Platform Architecture and Functionality for Efficient and Intelligent Logistics. SMAP (2023)
Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis
Advancing Weather Image Classification Using Deep Convolutional Neural Networks. SMAP (2023)
Elias Dritsas, Maria Trigka, Phivos Mylonas
Ensemble Machine Learning Models for Breast Cancer Identification. AIAI Workshops (2023)
Andreas Kanavos, Phivos Mylonas
Deep Learning Analysis of Histopathology Images for Breast Cancer Detection: A Comparative Study of ResNet and VGG Architectures. SMAP (2023)
Georgios Drakopoulos, Michael Marountas, Xenophon Liapakis, Giannis Tzimas, Phivos Mylonas, Spyros Sioutas
Blockchain For Mobile Health Applications: Acceleration With GPU Computing. CoRR (2023)
Andreas Kanavos, Nikos Antonopoulos, Alaa Mohasseb, Phivos Mylonas
Analyzing Public Sentiment Towards the Covid-19 Pandemic: A Twitter-Based Sentiment Analysis and Machine Learning Approach. SMAP (2023)
Michalis Nikolaou, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
Intelligent Agents with Graph Mining for Link Prediction over Neo4j. WEBIST (2023)
Georgios Drakopoulos, Phivos Mylonas
Higher Order Probabilistic Analysis of Network Trajectories of Intelligent Agents in Thespian. SEEDA-CECNSM (2023)
Christos Troussas, Christos Papakostas, Akrivi Krouska, Phivos Mylonas, Cleo Sgouropoulou
Personalized Feedback Enhanced by Natural Language Processing in Intelligent Tutoring Systems. ITS (2023)
Yorghos Voutos, Stergios Palamas, Phivos Mylonas
Implementing a Modular Integrated System for Biodiversity Conservation and Promotion Using Web Technologies. PCI (2023)
Maria Trigka, Elias Dritsas, Phivos Mylonas
A Multi-Class Classification Approach for Anemia Level Prediction with Machine Learning Models. SEEDA-CECNSM (2023)
Andreas Kanavos, Nikos Antonopoulos, Ioannis Karamitsos, Phivos Mylonas
A Comparative Analysis of Tweet Analysis Algorithms Using Natural Language Processing and Machine Learning Models. SMAP (2023)
Maria Trigka, Elias Dritsas, Phivos Mylonas
Mental Confusion Prediction in E-Learning Contexts with EEG and Machine Learning. NiDS (1) (2023)
Eleni Stai, Vasileios Karyotis, Panos Kourouthanasis, Phivos Mylonas
A Backpressure-Based Algorithm for Optimal Scheduling in Freight Management Systems. SMAP (2023)
Panagiotis Strousopoulos, Christos Papakostas, Christos Troussas, Akrivi Krouska, Phivos Mylonas, Cleo Sgouropoulou
SculptMate: Personalizing cultural heritage experience using fuzzy weights. UMAP (Adjunct Publication) (2023)
Elias Dritsas, Maria Trigka, Phivos Mylonas
Machine Learning Models for Prostate Cancer Identification. KDIR (2023)
Athanasios Kanavos, Orestis Papadimitriou, Phivos Mylonas, Manolis Maragoudakis
Enhancing Sign Language Recognition Using Deep Convolutional Neural Networks. IISA (2023)
Akrivi Krouska, Christos Troussas, Yorghos Voutos, Phivos Mylonas, Cleo Sgouropoulou
Optimizing Player Engagement in an Educational Virtual Game through Fuzzy Logic-based Challenge Adaptation. SEEDA-CECNSM (2023)
Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
An Architecture For Cooperative Mobile Health Applications. CoRR (2023)
Ioannis Vernikos, Evaggelos Spyrou, Ioannis-Aris Kostis, Eirini Mathe, Phivos Mylonas
A Deep Regression Approach for Human Activity Recognition Under Partial Occlusion. Int. J. Neural Syst. 33 (9) (2023)
Yorghos Voutos, Stergios Palamas, Phivos Mylonas
A User-Driven Platform for Biodiversity Conservation and Promotion. SMAP (2023)
Christos Troussas, Akrivi Krouska, Phivos Mylonas, Cleo Sgouropoulou
Personalized Learner Assistance Through Dynamic Adaptation of Chatbot Using Fuzzy Logic Knowledge Modeling. SMAP (2023)
Amalia Chrysanthakopoulou, Elias Dritsas, Maria Trigka, Phivos Mylonas
An EEG-Based Application for Real-Time Mental State Recognition in Adaptive E-Learning Environment. SMAP (2023)
Eirini Mathe, Despoina Mouratidis, Yorghos Voutos, Katia Kermanidis, Phivos Mylonas, Andreas Kanavos
ShipQuest: A Bottom-Up Approach for Building a Modern Greek Maritime Ontology. SMAP (2023)
Ioannis Vernikos, Theodoros Spyropoulos, Evaggelos Spyrou, Phivos Mylonas
Human Activity Recognition in the Presence of Occlusion. Sensors 23 (10) (2023)
Andreas Kanavos, Gerasimos Vonitsanos, Phivos Mylonas
Clustering High-Dimensional Social Media Datasets sutilizing Graph Mining. Big Data (2022)
Despoina Mouratidis, Eirini Mathe, Yorghos Voutos, Klio Stamou, Katia Lida Kermanidis, Phivos Mylonas, Andreas Kanavos
Domain-Specific Term Extraction: A Case Study on Greek Maritime Legal Texts. SETN (2022)
Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
Self organizing maps for cultural content delivery. Neural Comput. Appl. 34 (22) (2022)
Ioannis-Aris Kostis, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas
Human Activity Recognition Under Partial Occlusion. EANN (2022)
Georgios Drakopoulos, Phivos Mylonas
Facilitating Current Higher Education Trends With Behavioral Strategies. SMAP (2022)
Aristeidis Karras, Christos N. Karras, Georgios Drakopoulos, Dimitrios Tsolis, Phivos Mylonas, Spyros Sioutas
SAF: A Peer to Peer IoT LoRa System for Smart Supply Chain in Agriculture. AIAI (2) (2022)
Georgios Drakopoulos, Eleanna Kafeza, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
Simulating Blockchain Consensus Protocols in Julia: Proof of Work vs Proof of Stake. AIAI Workshops (2022)
Georgios Drakopoulos, Phivos Mylonas
Extreme Learning Machines For Efficient Speech Emotion Estimation In Julia. CIKM Workshops (2022)
Athanasia Tsakiri, Nikolaos Lampiris, John Prantalos, Phivos Mylonas, Georgia Ayfantopoulou, Michalis Fousteris
Versatile Car Sharing Modelling for Sustainable Mobility with Embedded Intelligent Modules. SETN (2022)
Yorghos Voutos, Stergios Palamas, Phivos Mylonas
Design of a Modular Integrated System for Augmented Tourism Destinations. IISA (2022)
Gerasimos Vonitsanos, Yorghos Voutos, Theodor Panagiotakopoulos, Andreas Kanavos, Phivos Mylonas
A Proposed Methodology for Enhancing User Experience in Mobile Applications Design for Cultural Promotion. SEEDA-CECNSM (2022)
Maria Trigka, Andreas Kanavos, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas
The Predictive Power of a Twitter User's Profile on Cryptocurrency Popularity. Big Data Cogn. Comput. 6 (2) (2022)
Christos N. Karras, Aristeidis Karras, Georgios Drakopoulos, Konstantinos Tsakalidis, Phivos Mylonas, Spyros Sioutas
Weighted Reservoir Sampling On Evolving Streams: A Sampling Algorithmic Framework For Stream Event Identification. SETN (2022)
Vasileios Karyotis, Eleni Stai, Panos Kourouthanasis, Phivos Mylonas
A Framework for a Holistic Information System for Small-Medium Logistics Enterprises. SMAP (2022)
Elias Dritsas, Maria Trigka, Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas
An Apache Spark Implementation for Text Document Clustering. SMAP (2022)
Ioannis Vernikos, Dimitrios Koutrintzes, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas
Early Fusion of Visual Representations of Skeletal Data for Human Activity Recognition. SETN (2022)
Christos N. Karras, Aristeidis Karras, Georgios Drakopoulos, Dimitrios Tsolis, Phivos Mylonas, Spyros Sioutas
A LoRa-Based Emotion Estimation Scheme for Smart Home Automated Actions Using ELMs. ISC2 (2022)
Elias Dritsas, Maria Trigka, Phivos Mylonas
A Multi-class Classification Approach for Weather Forecasting with Machine Learning Techniques. SMAP (2022)
Georgios Drakopoulos, Phivos Mylonas
A Genetic Algorithm For Boolean Semiring Matrix Factorization With Applications To Graph Mining. Big Data (2022)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Haseena Al Katheeri
Higher Order Trust Ranking of LinkedIn Accounts with Iterative Matrix Methods. Int. J. Artif. Intell. Tools 31 (7) (2022)
Georgios Drakopoulos, Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Phivos Mylonas, Spyros Sioutas
Decomposing Twitter Graphs Based On Hashtag Trajectories: Mining And Clustering Paths Over MongoDB. SETN (2022)
Andreas Kanavos, Yorghos Voutos, Foteini Grivokostopoulou, Phivos Mylonas
Evaluating Methods for Efficient Community Detection in Social Networks. Inf. 13 (5) (2022)
Andreas Avgoustis, Themis P. Exarchos, Katia Lida Kermanidis, Phivos Mylonas
Applied Deep learning for categorizing dermoscopic images. SMAP (2021)
Antigoni Panagiotopoulou, Eleni Charou, Konstantinos Poirazidis, Yorghos Voutos, Aristotelis Martinis, Lazaros Grammatikopoulos, Eleni Petsa, Emmanuel Bratsolis, Phivos Mylonas
Deep-Learning Based Super-Resolution of Sentinel-2 Images for Monitoring Supercentenarian Olive Trees. PCI (2021)
Andreas Kanavos, Maria Trigka, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas
Community Detection Algorithms for Cultural and Natural Heritage Data in Social Networks. AIAI Workshops (2021)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas
A graph neural network for fuzzy Twitter graphs. CIKM Workshops (2021)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Lazaros Iliadis
Transform-based graph topology similarity metrics. Neural Comput. Appl. 33 (23) (2021)
Georgios Drakopoulos, Yorghos Voutos, Phivos Mylonas, Spyros Sioutas
Motivating Item Annotations In Cultural Portals With UI/UX Based On Behavioral Economics. IISA (2021)
Maria Nefeli Nikiforos, Yorghos Voutos, Anthi Drougani, Phivos Mylonas, Katia Lida Kermanidis
The Modern Greek Language on the Social Web: A Survey of Data Sets and Mining Applications. Data 6 (5) (2021)
Michael Marountas, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
Recommending Database Architectures for Social Queries: A Twitter Case Study. AIAI (2021)
Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
Discovering sentiment potential in Twitter conversations with Hilbert-Huang spectrum. Evol. Syst. 12 (1) (2021)
Ilias Giannakos, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas
A study on the Effect of Occlusion in Human Activity Recognition. PETRA (2021)
Elias Dritsas, Maria Trigka, Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas
Aspect-Based Community Detection of Cultural Heritage Streaming Data. IISA (2021)
Georgios C. Trichopoulos, John Aliprantis, Markos Konstantakis, Konstantinos Michalakis, Phivos Mylonas, Yorghos Voutos, George Caridakis
Augmented and personalized digital narratives for Cultural Heritage under a tangible interface. SMAP (2021)
Nick Iliadis, Stergios Palamas, Phivos Mylonas
Implementation and study of user strategies within a custom video game environment. PCI (2021)
Sofia Stylianou-Nikolaidou, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas
A Novel CNN-LSTM Hybrid Architecture for the Recognition of Human Activities. EANN (2021)
Athanasios Lyras, Sotiria Vernikou, Andreas Kanavos, Spyros Sioutas, Phivos Mylonas
Modeling Credibility in Social Big Data using LSTM Neural Networks. WEBIST (2021)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas
Process Mining Analytics for Industry 4.0 with Graph Signal Processing. WEBIST (2021)
Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Manolis Maragoudakis, Phivos Mylonas
Issues and Challenges associated with Blockchain in Smart Cities. SMAP (2021)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas
Approximate High Dimensional Graph Mining With Matrix Polar Factorization: A Twitter Application. IEEE BigData (2021)
Georgios Drakopoulos, Phivos Mylonas
Evaluating graph resilience with tensor stack networks: a Keras implementation. Neural Comput. Appl. 32 (9) (2020)
Gerasimos Vonitsanos, Elias Dritsas, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
Security and Privacy Solutions associated with NoSQL Data Stores. SMAP (2020)
Georgios Drakopoulos, Foteini Stathopoulou, Andreas Kanavos, Michael Paraskevas, Giannis Tzimas, Phivos Mylonas, Lazaros Iliadis
A genetic algorithm for spatiosocial tensor clustering. Evol. Syst. 11 (3) (2020)
Georgios Alexandridis, Yorghos Voutos, Phivos Mylonas, George Caridakis
A Geolocation Analytics-Driven Ontology for Short-Term Leases: Inferring Current Sharing Economy Trends. Algorithms 13 (3) (2020)
Phivos Mylonas
SMAP 2020 15th International Workshop on Semantic and Social Media Adaptation & Personalization. SMAP (2020)
Andreas Kanavos, Gerasimos Vonitsanos, Alaa Mohasseb, Phivos Mylonas
An Entropy-based Evaluation for Sentiment Analysis of Stock Market Prices using Twitter Data. SMAP (2020)
Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
On Tensor Distances for Self Organizing Maps: Clustering Cognitive Tasks. DEXA (2) (2020)
Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
A Graph Neural Network For Assessing The Affective Coherence Of Twitter Graphs. IEEE BigData (2020)
Georgios Drakopoulos, Yorghos Voutos, Phivos Mylonas
Recent Advances On Ontology Similarity Metrics: A Survey. SEEDA-CECNSM (2020)
Georgios Drakopoulos, Yorghos Voutos, Phivos Mylonas
Annotation-Assisted Clustering of Player Profiles in Cultural Games: A Case for Tensor Analytics in Julia. Big Data Cogn. Comput. 4 (4) (2020)
Yorghos Voutos, Georgios Drakopoulos, Phivos Mylonas
Metadata-enriched Discovery Of Aspect Similarities Between Cultural Objects. SMAP (2020)
Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
The Converging Triangle of Cultural Content, Cognitive Science, and Behavioral Economics. AIAI Workshops (2020)
Georgios Drakopoulos, Andreas Kanavos, Konstantinos Paximadis, Aristidis Ilias, Christos Makris, Phivos Mylonas
Computing Massive Trust Analytics for Twitter using Apache Spark with Account Self-assessment. WEBIST (2020)
Athanasios Alexopoulos, Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Gerasimos Vonitsanos
Two-Step Classification with SVD Preprocessing of Distributed Massive Datasets in Apache Spark. Algorithms 13 (3) (2020)
George Pikramenos, Eirini Mathe, Eleanna Vali, Ioannis Vernikos, Antonios Papadakis, Evaggelos Spyrou, Phivos Mylonas
An adversarial semi-supervised approach for action recognition from pose information. Neural Comput. Appl. 32 (23) (2020)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Haseena Al Katheeri
Building Trusted Startup Teams From LinkedIn Attributes: A Higher Order Probabilistic Analysis. ICTAI (2020)
John Aliprantis, Markos Konstantakis, Rozalia Nikopoulou, Phivos Mylonas, George Caridakis
Natural Interaction in Augmented Reality Context. VIPERC@IRCDL (2019)
Konstantinos Michalakis, Georgios Alexandridis, George Caridakis, Phivos Mylonas
Context Incorporation in Cultural Path Recommendation Using Topic Modelling. VIPERC@IRCDL (2019)
Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou, Alexandros Mitsou, Theodore Giannakopoulos, Phivos Mylonas
Fusing Handcrafted and Contextual Features for Human Activity Recognition. SMAP (2019)
Phivos Mylonas, Evaggelos Spyrou
Introduction to the Special Issue on Image-Based Information Retrieval from the Web. J. Imaging 5 (7) (2019)
Ioannis Vernikos, Eirini Mathe, Antonios Papadakis, Evaggelos Spyrou, Phivos Mylonas
An image representation of skeletal data for action recognition using convolutional neural networks. PETRA (2019)
Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
A Case of Adaptive Nonlinear System Identification with Third Order Tensors in TensorFlow. INISTA (2019)
Yorghos Voutos, Georgios Drakopoulos, Phivos Mylonas
Smart Agriculture: An Open Field For Smart Contracts. SEEDA-CECNSM (2019)
Eleni Charou, George Felekis, Danai Bournou Stavroulopoulou, Maria Koutsoukou, Antigoni Panagiotopoulou, Yorghos Voutos, Emmanuel Bratsolis, Phivos Mylonas, Laurence Likforman-Sulem
Deep Learning for Agricultural Land Detection in Insular Areas. IISA (2019)
Antonios Papadakis, Eirini Mathe, Ioannis Vernikos, Apostolos Maniatis, Evaggelos Spyrou, Phivos Mylonas
Recognizing Human Actions Using 3D Skeletal Information and CNNs. EANN (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Phivos Mylonas