Isidoros Perikos

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 57

Top Topics

Virtual Reality

Natural Language

Facial Expressions

Top Venues

Publications

Efthymios Andrikakis, Isidoros Perikos, Michael Paraskevas, Ioannis Hatzilygeroudis
Text Analysis and Recognition of Emotional Content Using Deep Learning Methods and BERT. ICIS (2023)
Dimitrios Meimetis, Ioannis Daramouskas, Isidoros Perikos, Ioannis Hatzilygeroudis
Real-time multiple object tracking using deep learning methods. Neural Comput. Appl. 35 (1) (2023)
Fotis Lampropoulos, Ioannis Daramouskas, Isidoros Perikos, Michael Paraskevas
Analysis of data from UAVs for surveillance and threat identification in maritime areas. BCD (2023)
Elisavet Douka, Isidoros Perikos, Ioannis Hatzilygeroudis
Sentiment Analysis with the Use of Transformers and BERT. IISA (2023)
Vasileios Lagios, Isidoros Perikos, Ioannis Hatzilygeroudis
Handwritten Word Recognition Using Deep Learning Methods. AIAI Workshops (2023)
Konstantinos Kyritsis, Isidoros Perikos, Michael Paraskevas
Zero-Shot Sentiment Analysis Exploring BART Models. BCD (2023)
Isidoros Perikos, Loizos Michael
Sensitive Content Recognition in Social Interaction Messages (Short Paper). HHAI Workshops (2023)
Georgios Fradelos, Isidoros Perikos, Ioannis Hatzilygeroudis
Using Siamese BiLSTM Models for Identifying Text Semantic Similarity. AIAI Workshops (2023)
Ioannis Hatzilygeroudis, George A. Tsihrintzis, Maria Virvou, Isidoros Perikos
Special issue on information, intelligence, systems and applications. Neural Comput. Appl. 35 (1) (2023)
Isidoros Perikos, Loizos Michael
A Survey on Tie Strength Estimation Methods in Online Social Networks. ICAART (3) (2022)
Spyridon Kardakis, Isidoros Perikos, Foteini Grivokostopoulou, Michael Paraskevas
Emotion Recognition using Deep Learning Techniques and Word Embeddings. BCD (2021)
Thomas Ploumis, Isidoros Perikos, Foteini Grivokostopoulou, Ioannis Hatzilygeroudis
A Factoid based Question Answering System based on Dependency Analysis and Wikidata. IISA (2021)
Isidoros Perikos, Spyridon Kardakis, Ioannis Hatzilygeroudis
Sentiment analysis using novel and interpretable architectures of Hidden Markov Models. Knowl. Based Syst. 229 (2021)
Ioannis Daramouskas, Isidoros Perikos, Ioannis Hatzilygeroudis, Vaios J. Lappas, Vasilios Kostopoulos
A Methodology For Drones to Learn How to Navigate And Avoid Obstacles Using Decision Trees. IISA (2020)
Antonios Matzakos Chorianopoulos, Ioannis Daramouskas, Isidoros Perikos, Foteini Grivokostopoulou, Ioannis Hatzilygeroudis
Deep Learning Methods in Medical Imaging for the Recognition of Breast Cancer. IISA (2020)
Panteleimon-Evangelos Aivaliotis, Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Daramouskas, Ioannis Hatziligeroudis
Eye Gaze Analysis of Students in Educational Systems. IISA (2020)
Nikolaos Spatiotis, Isidoros Perikos, Iosif Mporas, Michael Paraskevas
Sentiment Analysis of Teachers Using Social Information in Educational Platform Environments. Int. J. Artif. Intell. Tools 29 (2) (2020)
Konstantinos Kovas, Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatziligeroudis
A Virtual Reality Platform for Learning Aspects of Entrepreneurship. IISA (2020)
Vasileios Gkamas, Maria Rigou, Isidoros Perikos, Ivaylo Gueorguiev, Pavel Varbanov, Christina Todorova
Learning outcomes design for Data Science and Internet of Things training programs. IISA (2019)
Foteini Grivokostopoulou, Ioannis Hatzilygeroudis, Isidoros Perikos
Editorial. Int. J. Artif. Intell. Tools 28 (4) (2019)
Iosif Mporas, Isidoros Perikos, Michael Paraskevas
Pigmented Skin Lesions Classification Using Data Driven Subsets of Image Features. IISA (2019)
Isidoros Perikos, Spyridon Kardakis, Michael Paraskevas, Ioannis Hatzilygeroudis
Hidden Markov Models for Sentiment Analysis in Social Media. BCD (2019)
Nikolaos Spatiotis, Isidoros Perikos, Iosif Mporas, Michael Paraskevas
Examining the Impact of Discretization Technique on Sentiment Analysis for the Greek Language. IISA (2019)
Foteini Grivokostopoulou, Isidoros Perikos, Michael Paraskevas, Ioannis Hatzilygeroudis
An Ontology-based Approach for User Modelling and Personalization in E-Learning Systems. ICIS (2019)
Isidoros Perikos, Argyro Tsirtsi, Konstantinos Kovas, Foteini Grivokostopoulou, Ioannis Daramouskas, Ioannis Hatzilygeroudis
Opinion Mining and Visualization of Online Users Reviews: A Case Study in Booking.com. IISA (2018)
Isidoros Perikos, Ioannis Hatzilygeroudis
A Framework for Analyzing Big Social Data and Modelling Emotions in Social Media. BigDataService (2018)
Foteini Grivokostopoulou, Michael Paraskevas, Isidoros Perikos, Sasha Nikolic, Konstantinos Kovas, Ioannis Hatzilygeroudis
Examining the Impact of Pedagogical Agents on Students Learning Experience in Virtual Worlds. TALE (2018)
Nikolaos Spatiotis, Isidoros Perikos, Iosif Mporas, Michael Paraskevas
Evaluation of an Educational Training Platform Using Text Mining. SETN (2018)
Andreas Kanavos, Isidoros Perikos, Ioannis Hatzilygeroudis, Athanasios K. Tsakalidis
Emotional community detection in social networks. Comput. Electr. Eng. 65 (2018)
Isidoros Perikos, Michael Paraskevas, Ioannis Hatzilygeroudis
Facial Expression Recognition Using Adaptive Neuro-fuzzy Inference Systems. ICIS (2018)
Nikolaos Spatiotis, Michael Paraskevas, Isidoros Perikos, Iosif Mporas
Examining the Impact of Feature Selection on Sentiment Analysis for the Greek Language. SPECOM (2017)
Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis
An Educational System for Learning Search Algorithms and Automatically Assessing Student Performance. Int. J. Artif. Intell. Educ. 27 (1) (2017)
Isidoros Perikos, Konstantinos Kovas, Foteini Grivokostopoulou, Ioannis Hatzilygeroudis
A System for Aspect-based Opinion Mining of Hotel Reviews. WEBIST (2017)
Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis
Examining the Efficiency of Feedback Types in a Virtual Reality Educational Environment for Learning Search Algorithms. BFAL (2017)
Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis
A Collaborative Game for Learning Algorithms. CSEDU (1) (2017)
Isidoros Perikos, Foteini Grivokostopoulou, Ioannis Hatzilygeroudis
Assistance and Feedback Mechanism in an Intelligent Tutoring System for Teaching Conversion of Natural Language into Logic. Int. J. Artif. Intell. Educ. 27 (3) (2017)
Isidoros Perikos, Ioannis Hatzilygeroudis
Aspect based sentiment analysis in social media with classifier ensembles. ICIS (2017)
Foteini Grivokostopoulou, Isidoros Perikos, Konstantinos Kovas, Michael Paraskevas, Ioannis Hatzilygeroudis
Utilizing virtual reality to assist students in learning physics. TALE (2017)
Isidoros Perikos, Vasileios Gkamas, Thomas Zarouchas, Michael Paraskevas
Educational capabilities of a novel teleconference service integrated into the Greek school community. PCI (2016)
Isidoros Perikos, Foteini Grivokostopoulou, Konstantinos Kovas, Ioannis Hatzilygeroudis
Exploring the Educational Capabilities of Social Media in High Schools. CSEDU (2) (2016)
Isidoros Perikos, Foteini Grivokostopoulou, Konstantinos Kovas, Ioannis Hatzilygeroudis
Automatic estimation of exercises' difficulty levels in a tutoring system for teaching the conversion of natural language into first-order logic. Expert Syst. J. Knowl. Eng. 33 (6) (2016)
Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis
An Innovative Educational Environment Based on Virtual Reality and Gamification for Learning Search Algorithms. T4E (2016)
Isidoros Perikos, Ioannis Hatzilygeroudis
Recognizing emotions in text using ensemble of classifiers. Eng. Appl. Artif. Intell. 51 (2016)
Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis
An Educational Game for Teaching Search Algorithms. CSEDU (2) (2016)
Isidoros Perikos, Ioannis Hatzilygeroudis
A methodology for generating natural language paraphrases. IISA (2016)
Isidoros Perikos, Ioannis Hatzilygeroudis
A Case-Based Reasoning Approach to Convert Natural Language into First Order Logic. CSE/EUC/DCABES (2016)
Andreas Kanavos, Isidoros Perikos, Ioannis Hatzilygeroudis, Athanasios K. Tsakalidis
Integrating User's Emotional Behavior for Community Detection in Social Networks. WEBIST (1) (2016)
Nikolaos Spatiotis, Iosif Mporas, Michael Paraskevas, Isidoros Perikos
Sentiment Analysis for the Greek Language. PCI (2016)
Isidoros Perikos, Ioannis Hatzilygeroudis
A Classifier Ensemble Approach to Detect Emotions Polarity in Social Media. WEBIST (1) (2016)
Foteini Grivokostopoulou, Isidoros Perikos, Konstantinos Kovas, Ioannis Hatzilygeroudis
Learning Approaches in a 3D Virtual Environment for Learning Energy Generation from Renewable Sources. FLAIRS Conference (2016)
Thomas Zarouchas, Isidoros Perikos, Michael Paraskevas, Thedoros Pegiazis
A hybrid training framework oriented to computer engineering educators. Panhellenic Conference on Informatics (2015)
Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis
Estimating the Difficulty of Exercises on Search Algorithms Using a Neuro-Fuzzy Approach. ICTAI (2015)
Isidoros Perikos, Ioannis Hatzilygeroudis
Embodied coversational agents: A methodology for learning to express facial emotions. IISA (2015)
Andreas Kanavos, Isidoros Perikos
Towards detecting emotional communities in Twitter. RCIS (2015)
Isidoros Perikos, Epaminondas Ziakopoulos, Ioannis Hatzilygeroudis
Recognize Emotions from Facial Expressions Using a SVM and Neural Network Schema. EANN (2015)
Foteini Grivokostopoulou, Isidoros Perikos, Konstantinos Kovas, Ioannis Hatzilygeroudis
Teaching Renewable Energy Sources Using 3D Virtual World Technology. ICALT (2015)
Isidoros Perikos, Foteini Grivokostopoulou, Konstantinos Kovas, Ioannis Hatzilygeroudis
Utilizing Social Networks and Web 2.0 Technologies in Education. T4E (2015)
Andreas Kanavos, Isidoros Perikos, Pantelis Vikatos, Ioannis Hatzilygeroudis, Christos Makris, Athanasios K. Tsakalidis
Conversation Emotional Modeling in Social Networks. ICTAI (2014)
Isidoros Perikos, Epaminondas Ziakopoulos, Ioannis Hatzilygeroudis
Recognizing Emotions from Facial Expressions Using Neural Network. AIAI (2014)
Foteini Grivokostopoulou, Ioannis Hatzilygeroudis, Isidoros Perikos
Teaching assistance and automatic difficulty estimation in converting first order logic to clause form. Artif. Intell. Rev. 42 (3) (2014)
Isidoros Perikos, Panagiotis Angelopoulos, Michael Paraskevas, Thomas Zarouchas, Giannis Tzimas
A Methodology for Evaluation and Knowledge Extraction from On-going Learning Process. CSE (2014)
Andreas Kanavos, Isidoros Perikos, Pantelis Vikatos, Ioannis Hatzilygeroudis, Christos Makris, Athanasios K. Tsakalidis
Modeling ReTweet Diffusion Using Emotional Content. AIAI (2014)
Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis
Using Semantic Web Technologies in a Web Based System for Personalized Learning AI Course. T4E (2014)
Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis
An Intelligent Tutoring System for Teaching FOL Equivalence. AIED Workshops (2013)
Isidoros Perikos, Ioannis Hatzilygeroudis
Recognizing Emotion Presence in Natural Language Sentences. EANN (2) (2013)
Ioannis Hatzilygeroudis, Foteini Grivokostopoulou, Isidoros Perikos
Teaching Aspects of Constraint Satisfaction Algorithms Via a Game. EAAI (2012)
Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis
Assistant Tools for Teaching FOL to CF Conversion. AIAI (1) (2012)
Themistoklis Chronopoulos, Isidoros Perikos, Ioannis Hatzilygeroudis
An Example-Tracing Tutor for Teaching NL to FOL Conversion. AIAI (2010)
Ioannis Hatzilygeroudis, Isidoros Perikos
A Web-Based Interactive System for Learning NL to FOL Conversion. KES IIMSS (2009)