Isidoros Perikos

Orcid: 0000-0002-6581-4676

According to our database1, Isidoros Perikos authored at least 70 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Real-time multiple object tracking using deep learning methods.
Neural Comput. Appl., 2023

Special issue on information, intelligence, systems and applications.
Neural Comput. Appl., 2023

Sentiment Analysis with the Use of Transformers and BERT.
Proceedings of the 14th International Conference on Information, 2023

Handwritten Word Recognition Using Deep Learning Methods.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Using Siamese BiLSTM Models for Identifying Text Semantic Similarity.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Sensitive Content Recognition in Social Interaction Messages (Short Paper).
Proceedings of the Workshops at the Second International Conference on Hybrid Human-Artificial Intelligence co-located with (HHAI 2023), 2023

Analysis of data from UAVs for surveillance and threat identification in maritime areas.
Proceedings of the 8th IEEE/ACIS International Conference on Big Data, 2023

Zero-Shot Sentiment Analysis Exploring BART Models.
Proceedings of the 8th IEEE/ACIS International Conference on Big Data, 2023

Text Analysis and Recognition of Emotional Content Using Deep Learning Methods and BERT.
Proceedings of the 23rd IEEE/ACIS International Conference on Computer and Information Science, 2023

2022
A Survey on Tie Strength Estimation Methods in Online Social Networks.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021
Sentiment analysis using novel and interpretable architectures of Hidden Markov Models.
Knowl. Based Syst., 2021

A Factoid based Question Answering System based on Dependency Analysis and Wikidata.
Proceedings of the 12th International Conference on Information, 2021

Emotion Recognition using Deep Learning Techniques and Word Embeddings.
Proceedings of the 6th IEEE/ACIS International Conference on Big Data, 2021

Machine Learning Basics.
Proceedings of the Intelligent Computing for Interactive System Design: Statistics, 2021

2020
Sentiment Analysis of Teachers Using Social Information in Educational Platform Environments.
Int. J. Artif. Intell. Tools, 2020

A Virtual Reality Platform for Learning Aspects of Entrepreneurship.
Proceedings of the 11th International Conference on Information, 2020

A Methodology For Drones to Learn How to Navigate And Avoid Obstacles Using Decision Trees.
Proceedings of the 11th International Conference on Information, 2020

Deep Learning Methods in Medical Imaging for the Recognition of Breast Cancer.
Proceedings of the 11th International Conference on Information, 2020

Eye Gaze Analysis of Students in Educational Systems.
Proceedings of the 11th International Conference on Information, 2020

2019
Editorial.
Int. J. Artif. Intell. Tools, 2019

Examining the Impact of Discretization Technique on Sentiment Analysis for the Greek Language.
Proceedings of the 10th International Conference on Information, 2019

Pigmented Skin Lesions Classification Using Data Driven Subsets of Image Features.
Proceedings of the 10th International Conference on Information, 2019

Learning outcomes design for Data Science and Internet of Things training programs.
Proceedings of the 10th International Conference on Information, 2019

Hidden Markov Models for Sentiment Analysis in Social Media.
Proceedings of the 2019 IEEE International Conference on Big Data, 2019

An Ontology-based Approach for User Modelling and Personalization in E-Learning Systems.
Proceedings of the 18th IEEE/ACIS International Conference on Computer and Information Science, 2019

2018
Emotional community detection in social networks.
Comput. Electr. Eng., 2018

Examining the Impact of Pedagogical Agents on Students Learning Experience in Virtual Worlds.
Proceedings of the IEEE International Conference on Teaching, 2018

Evaluation of an Educational Training Platform Using Text Mining.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Opinion Mining and Visualization of Online Users Reviews: A Case Study in Booking.com.
Proceedings of the 9th International Conference on Information, 2018

A Framework for Analyzing Big Social Data and Modelling Emotions in Social Media.
Proceedings of the Fourth IEEE International Conference on Big Data Computing Service and Applications, 2018

Facial Expression Recognition Using Adaptive Neuro-fuzzy Inference Systems.
Proceedings of the 17th IEEE/ACIS International Conference on Computer and Information Science, 2018

2017
Assistance and Feedback Mechanism in an Intelligent Tutoring System for Teaching Conversion of Natural Language into Logic.
Int. J. Artif. Intell. Educ., 2017

An Educational System for Learning Search Algorithms and Automatically Assessing Student Performance.
Int. J. Artif. Intell. Educ., 2017

A System for Aspect-based Opinion Mining of Hotel Reviews.
Proceedings of the 13th International Conference on Web Information Systems and Technologies, 2017

Utilizing virtual reality to assist students in learning physics.
Proceedings of the IEEE 6th International Conference on Teaching, 2017

Examining the Impact of Feature Selection on Sentiment Analysis for the Greek Language.
Proceedings of the Speech and Computer - 19th International Conference, 2017

A Collaborative Game for Learning Algorithms.
Proceedings of the CSEDU 2017, 2017

Examining the Efficiency of Feedback Types in a Virtual Reality Educational Environment for Learning Search Algorithms.
Proceedings of the Brain Function Assessment in Learning - First International Conference, 2017

Aspect based sentiment analysis in social media with classifier ensembles.
Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

2016
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., 2016

Recognizing emotions in text using ensemble of classifiers.
Eng. Appl. Artif. Intell., 2016

A Classifier Ensemble Approach to Detect Emotions Polarity in Social Media.
Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Integrating User's Emotional Behavior for Community Detection in Social Networks.
Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

An Innovative Educational Environment Based on Virtual Reality and Gamification for Learning Search Algorithms.
Proceedings of the Eighth IEEE International Conference on Technology for Education, 2016

Sentiment Analysis for the Greek Language.
Proceedings of the 20th Pan-Hellenic Conference on Informatics, 2016

Educational capabilities of a novel teleconference service integrated into the Greek school community.
Proceedings of the 20th Pan-Hellenic Conference on Informatics, 2016

A methodology for generating natural language paraphrases.
Proceedings of the 7th International Conference on Information, 2016

Learning Approaches in a 3D Virtual Environment for Learning Energy Generation from Renewable Sources.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Exploring the Educational Capabilities of Social Media in High Schools.
Proceedings of the CSEDU 2016, 2016

An Educational Game for Teaching Search Algorithms.
Proceedings of the CSEDU 2016, 2016

A Case-Based Reasoning Approach to Convert Natural Language into First Order Logic.
Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

2015
Utilizing Social Networks and Web 2.0 Technologies in Education.
Proceedings of the Seventh IEEE International Conference on Technology for Education, 2015

Towards detecting emotional communities in Twitter.
Proceedings of the 9th IEEE International Conference on Research Challenges in Information Science, 2015

A hybrid training framework oriented to computer engineering educators.
Proceedings of the 19th Panhellenic Conference on Informatics, 2015

Embodied coversational agents: A methodology for learning to express facial emotions.
Proceedings of the 6th International Conference on Information, 2015

Estimating the Difficulty of Exercises on Search Algorithms Using a Neuro-Fuzzy Approach.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Teaching Renewable Energy Sources Using 3D Virtual World Technology.
Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015

Recognize Emotions from Facial Expressions Using a SVM and Neural Network Schema.
Proceedings of the Engineering Applications of Neural Networks, 2015

2014
Teaching assistance and automatic difficulty estimation in converting first order logic to clause form.
Artif. Intell. Rev., 2014

Using Semantic Web Technologies in a Web Based System for Personalized Learning AI Course.
Proceedings of the Sixth IEEE International Conference on Technology for Education, 2014

Recognizing Emotions from Facial Expressions Using Neural Network.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Modeling ReTweet Diffusion Using Emotional Content.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Conversation Emotional Modeling in Social Networks.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

A Methodology for Evaluation and Knowledge Extraction from On-going Learning Process.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

2013
Recognizing Emotion Presence in Natural Language Sentences.
Proceedings of the Engineering Applications of Neural Networks, 2013

An Intelligent Tutoring System for Teaching FOL Equivalence.
Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

2012
Assistant Tools for Teaching FOL to CF Conversion.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Teaching Aspects of Constraint Satisfaction Algorithms Via a Game.
Proceedings of the Third Symposium on Education Advances in Artificial Intelligence, 2012

2010
An Example-Tracing Tutor for Teaching NL to FOL Conversion.
Proceedings of the Artificial Intelligence Applications and Innovations, 2010

2009
A Web-Based Interactive System for Learning NL to FOL Conversion.
Proceedings of the New Directions in Intelligent Interactive Multimedia Systems and Services, 2009


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