Ioannis Hatzilygeroudis

Educ. Inf. Technol., June, 2023

Editorial: Special Issue on Emerging Techniques in Trusted and Reliable Machine Learning.

[BibT_eX]

[DOI]

Muhammad Attique Khan

Int. J. Artif. Intell. Tools, May, 2023

Real-time multiple object tracking using deep learning methods.

[BibT_eX]

[DOI]

Dimitrios Meimetis

Neural Comput. Appl., 2023

Special issue on information, intelligence, systems and applications.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2023

An Integrated GIS-Based Reinforcement Learning Approach for Efficient Prediction of Disease Transmission in Aquaculture.

[BibT_eX]

[DOI]

Konstantinos I. Chatzilygeroudis

John A. Theodorou

Dimitrios Tsolis

Inf., 2023

End-to-End Stable Imitation Learning via Autonomous Neural Dynamic Policies.

[BibT_eX]

[DOI]

Dionis Totsila

Denis Hadjivelichkov

Valerio Modugno

Dimitrios Kanoulas

CoRR, 2023

Sentiment Analysis with the Use of Transformers and BERT.

[BibT_eX]

[DOI]

Elisavet Douka

Proceedings of the 14th International Conference on Information, 2023

Predicting Fish-Mortality: Artificial Neural Networks vs Symbolic Regression.

[BibT_eX]

[DOI]

Theofanis Aravanis

Aristeidis Ilias

Georgios Spiliopoulos

Proceedings of the 14th International Conference on Information, 2023

Handwritten Word Recognition Using Deep Learning Methods.

[BibT_eX]

[DOI]

Vasileios Lagios

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.

[BibT_eX]

[DOI]

Georgios Fradelos

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Generation of Rule-Based Expert Systems with Certainty Factors from Datasets.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Text Analysis and Recognition of Emotional Content Using Deep Learning Methods and BERT.

[BibT_eX]

[DOI]

Efthymios Andrikakis

Proceedings of the 23rd IEEE/ACIS International Conference on Computer and Information Science, 2023

2022

Scientific Traveling through IJAIT's 30 Years.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2022

Honorarium to Prof. Nikolaos Bourbakis.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2022

2021

Sentiment analysis using novel and interpretable architectures of Hidden Markov Models.

[BibT_eX]

[DOI]

Spyridon Kardakis

Knowl. Based Syst., 2021

Special Collection of Extended Selected Papers on "Novel Research Results Presented in The 12th International Conference on Information, Intelligence, Systems and Applications (IISA2021), 12-14 July 2...

[BibT_eX]

[DOI]

Intell. Decis. Technol., 2021

Neurules and connectionist expert systems: Unexplored neuro-symbolic reasoning aspects.

[BibT_eX]

[DOI]

Intell. Decis. Technol., 2021

Exploring Aspects Regarding Reasoning in Neuro-Symbolic Rules and Connectionist Expert Systems.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information, 2021

A Factoid based Question Answering System based on Dependency Analysis and Wikidata.

[BibT_eX]

[DOI]

Thomas Ploumis

Proceedings of the 12th International Conference on Information, 2021

Bayesian optimization for the design of deep neural networks.

[BibT_eX]

[DOI]

Nikolas Giannakis

Nikolaos Gorgolis

Proceedings of the 12th International Conference on Information, 2021

AI Approaches for the Prognosis of the Survival (or Not) of Patients with Bone Metastases.

[BibT_eX]

[DOI]

Konstantinos I. Chatzilygeroudis

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Machine Learning Basics.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing for Interactive System Design: Statistics, 2021

2020

A Virtual Reality Platform for Learning Aspects of Entrepreneurship.

[BibT_eX]

[DOI]

Ioannis Hatziligeroudis

Proceedings of the 11th International Conference on Information, 2020

A Methodology For Drones to Learn How to Navigate And Avoid Obstacles Using Decision Trees.

[BibT_eX]

[DOI]

Antonios Matzakos Chorianopoulos

Vaios J. Lappas

Vasilios Kostopoulos

Proceedings of the 11th International Conference on Information, 2020

Deep Learning Methods in Medical Imaging for the Recognition of Breast Cancer.

[BibT_eX]

[DOI]

Panteleimon-Evangelos Aivaliotis

Proceedings of the 11th International Conference on Information, 2020

Eye Gaze Analysis of Students in Educational Systems.

[BibT_eX]

[DOI]

Ioannis Hatziligeroudis

Proceedings of the 11th International Conference on Information, 2020

2019

Editorial.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2019

Enter the Serious E-scape Room: A Cost-Effective Serious Game Model for Deep and Meaningful E-learning.

[BibT_eX]

[DOI]

Stylianos Mystakidis

Enrique Cachafeiro

Georgia Konstantinopoulou

Proceedings of the 10th International Conference on Information, 2019

An Approach using Certainty Factor Rules for Aphasia Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2019

Hyperparameter Optimization of LSTM Network Models through Genetic Algorithm.

[BibT_eX]

[DOI]

Nikolaos Gorgolis

Zoltán Istenes

Lazlo-Grad Gyenne

Proceedings of the 10th International Conference on Information, 2019

Modelling prediction of enterprises payment behavior for applying machine learning methods.

[BibT_eX]

[DOI]

Angeliki Maria Christidi

Constantinos Christidis

Tilemahos Manolatos

Eleni Voyiatzaki

Proceedings of the 10th International Conference on Information, 2019

Hidden Markov Models for Sentiment Analysis in Social Media.

[BibT_eX]

[DOI]

Spyridon Kardakis

Proceedings of the 2019 IEEE International Conference on Big Data, 2019

An Ontology-based Approach for User Modelling and Personalization in E-Learning Systems.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE/ACIS International Conference on Computer and Information Science, 2019

2018

Using Clustering Algorithms to Improve the Production of Symbolic-Neural Rule Bases from Empirical Data.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2018

Emotional community detection in social networks.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2018

Examining the Impact of Pedagogical Agents on Students Learning Experience in Virtual Worlds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Teaching, 2018

Opinion Mining and Visualization of Online Users Reviews: A Case Study in Booking.com.

[BibT_eX]

[DOI]

Argyro Tsirtsi

Proceedings of the 9th International Conference on Information, 2018

A Framework for Analyzing Big Social Data and Modelling Emotions in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Big Data Computing Service and Applications, 2018

Facial Expression Recognition Using Adaptive Neuro-fuzzy Inference Systems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Educ., 2017

An Educational System for Learning Search Algorithms and Automatically Assessing Student Performance.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Educ., 2017

A System for Aspect-based Opinion Mining of Hotel Reviews.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Web Information Systems and Technologies, 2017

Utilizing virtual reality to assist students in learning physics.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th International Conference on Teaching, 2017

A Collaborative Game for Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the CSEDU 2017, 2017

Examining the Efficiency of Feedback Types in a Virtual Reality Educational Environment for Learning Search Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Brain Function Assessment in Learning - First International Conference, 2017

Aspect based sentiment analysis in social media with classifier ensembles.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

2016

Assessment of life insurance applications: an approach integrating neuro-symbolic rule-based with case-based reasoning.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2016

Automatic estimation of exercises' difficulty levels in a tutoring system for teaching the conversion of natural language into first-order logic.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2016

Recognizing emotions in text using ensemble of classifiers.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2016

A Classifier Ensemble Approach to Detect Emotions Polarity in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Integrating User's Emotional Behavior for Community Detection in Social Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Eighth IEEE International Conference on Technology for Education, 2016

A methodology for generating natural language paraphrases.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Information, 2016

Learning Approaches in a 3D Virtual Environment for Learning Energy Generation from Renewable Sources.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Exploring the Educational Capabilities of Social Media in High Schools.

[BibT_eX]

[DOI]

Proceedings of the CSEDU 2016, 2016

An Educational Game for Teaching Search Algorithms.

[BibT_eX]

[DOI]

Proceedings of the CSEDU 2016, 2016

A Case-Based Reasoning Approach to Convert Natural Language into First Order Logic.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

2015

Symbolic-neural rule based reasoning and explanation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Improving efficiency of merging symbolic rules into integrated rules: splitting methods and mergability criteria.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2015

Utilizing Social Networks and Web 2.0 Technologies in Education.

[BibT_eX]

[DOI]

Proceedings of the Seventh IEEE International Conference on Technology for Education, 2015

Embodied coversational agents: A methodology for learning to express facial emotions.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Information, 2015

Estimating the Difficulty of Exercises on Search Algorithms Using a Neuro-Fuzzy Approach.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Teaching Renewable Energy Sources Using 3D Virtual World Technology.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015

Recognize Emotions from Facial Expressions Using a SVM and Neural Network Schema.

[BibT_eX]

[DOI]

Epaminondas Ziakopoulos

Proceedings of the Engineering Applications of Neural Networks, 2015

2014

Fuzzy and Neuro-Symbolic Approaches in Personal Credit Scoring: Assessment of Bank Loan Applicants.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Intelligent Machines-4, 2014

Teaching assistance and automatic difficulty estimation in converting first order logic to clause form.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2014

Using Semantic Web Technologies in a Web Based System for Personalized Learning AI Course.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Technology for Education, 2014

Recognizing Emotions from Facial Expressions Using Neural Network.

[BibT_eX]

[DOI]

Epaminondas Ziakopoulos

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Modeling ReTweet Diffusion Using Emotional Content.

[BibT_eX]

[DOI]

Pantelis Vikatos

Christos Makris

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Conversation Emotional Modeling in Social Networks.

[BibT_eX]

[DOI]

Pantelis Vikatos

Christos Makris

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2013

Recognizing Emotion Presence in Natural Language Sentences.

[BibT_eX]

[DOI]

Proceedings of the Engineering Applications of Neural Networks, 2013

An Intelligent Tutoring System for Teaching FOL Equivalence.

[BibT_eX]

[DOI]

Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

An Automatic Marking System for Interactive Exercises on Blind Search Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

2012

The Design of a Teacher-Driven Intelligent Agent System for Supervising Lessons in LAMS.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Adaptation and Personalization Techniques in Computer-Supported Collaborative Learning, 2012

Guest Editorial.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2012

Managing urinary incontinence through hand-held real-time decision support aid.

[BibT_eX]

[DOI]

Chrysa D. Lithari

Comput. Methods Programs Biomed., 2012

Efficiently Merging Symbolic Rules into Integrated Rules.

[BibT_eX]

[DOI]

Proceedings of the Neural-Symbolic Learning and Reasoning (NeSy 2012), 2012

An Advising System for Supporting Users of Collaborative Activities in LMSs.

[BibT_eX]

[DOI]

Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012

Assistant Tools for Teaching FOL to CF Conversion.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Controlling the Production of Neuro-symbolic Rules.

[BibT_eX]

[DOI]

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Teaching Aspects of Constraint Satisfaction Algorithms Via a Game.

[BibT_eX]

[DOI]

Proceedings of the Third Symposium on Education Advances in Artificial Intelligence, 2012

2011

Fuzzy and Neuro-Symbolic Approaches to Assessment of Bank Loan Applicants.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2011

2010

Integrated Rule-Based Learning and Inference.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

A Tool for Managing Domain Knowledge and Helping Tutors in Intelligent Tutoring Systems.

[BibT_eX]

[DOI]

Panayiotis Kyriakou

John D. Garofalakis

J. Univers. Comput. Sci., 2010

An Intelligent System for Monitoring and Supervising Lessons in LAMS.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Intelligent Networking and Collaborative Systems, 2010

A Tool for Automatic Creation of Rule-Based Expert Systems with CFs.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2010

An Example-Tracing Tutor for Teaching NL to FOL Conversion.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2010

2009

HEPAR: An Intelligent System for Hepatitis Prognosis and Liver Transplantation Decision Support.

[BibT_eX]

[DOI]

Andreas M. Koupparis

Proceedings of the Tools and Applications with Artificial Intelligence, 2009

Combinations of case-based reasoning with other intelligent methods.

[BibT_eX]

[DOI]

Int. J. Hybrid Intell. Syst., 2009

A Rule-Based System Implementing a Method for Translating FOL Formulas into NL Sentences.

[BibT_eX]

[DOI]

Aikaterini Mpagouli

Proceedings of the Rule Interchange and Applications, International Symposium, 2009

Using Machine Learning Techniques to Improve the Behaviour of a Medical Decision Support System for Prostate Diseases.

[BibT_eX]

[DOI]

Eman Nabil

Maria Tsimara

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

A Web-Based Interactive System for Learning NL to FOL Conversion.

[BibT_eX]

[DOI]

Proceedings of the New Directions in Intelligent Interactive Multimedia Systems and Services, 2009

A Knowledge-based System for Translating FOL Formulas into NL Sentences.

[BibT_eX]

[DOI]

Aikaterini Mpagouli

Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

2008

Improving the Adaptiveness of an e-Learning System.

[BibT_eX]

[DOI]

Nikolaos Papachristou

Proceedings of the Advances in Semantic Media Adaptation and Personalization, 2008

Improving the Integration of Neuro-Symbolic Rules with Case-Based Reasoning.

[BibT_eX]

[DOI]

Othon Michail

Proceedings of the Artificial Intelligence: Theories, 2008

A Tool for Managing Domain Knowledge in Intelligent Tutoring Systems.

[BibT_eX]

Panayiotis Kyriakou

John D. Garofalakis

Proceedings of the ICSOFT 2008, 2008

2007

Incrementally updating a hybrid rule base based on empirical data.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2007

Categorizing approaches combining rule-based and case-based reasoning.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2007

Using a Neurofuzzy Approach in a Medical Application.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Teaching NL to FOL and FOL to CF Conversions.

[BibT_eX]

[DOI]

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

Evaluation of Usability and Assessment Capabilities of an e-Learning System for Nursing Radiation Protection.

[BibT_eX]

[DOI]

Nikolaos Papachristou

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

PIESYS: A Patient Model-Based Intelligent System for Continuing Hypertension Management.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Management for Health Care Procedures, 2007

2006

FUNEUS: A Neurofuzzy Approach Based on Fuzzy Adaline Neurons.

[BibT_eX]

[DOI]

Proceedings of the STAIRS 2006, 2006

Adding adaptive assessment capabilities to an e-learning system.

[BibT_eX]

[DOI]

Nikolaos Papachristou

Proceedings of the First International Workshop on Semantic Media Adaptation and Personalization, 2006

Fuzzy-Evolutionary Synergism in an Intelligent Medical Diagnosis System.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

A GA Driven Intelligent System for Medical Diagnosis.

[BibT_eX]

[DOI]

Grigorios N. Beligiannis

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2005

Rule-based update methods for a hybrid rule base.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2005

2004

Neuro-Symbolic Approaches for Knowledge Representation in Expert Systems.

[BibT_eX]

[DOI]

Int. J. Hybrid Intell. Syst., 2004

Using a hybrid rule-based approach in developing an intelligent tutoring system with knowledge acquisition and update capabilities.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2004

Integrating (rules, neural networks) and cases for knowledge representation and reasoning in expert systems.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2004

FESMI: A Fuzzy Expert System for Diagnosis and Treatment of Male Impotence.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

PASS: An Expert System with Certainty Factors for Predicting Student Success.

[BibT_eX]

[DOI]

Anthi Karatrantou

Christos Pierrakeas

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Knowledge Representation Requirements for Intelligent Tutoring Systems.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Tutoring Systems, 7th International Conference, 2004

A Web-Based Education System for Predicate Logic.

[BibT_eX]

[DOI]

Christos Giannoulis

Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004

2002

Multi-inference with Multi-neurules.

[BibT_eX]

[DOI]

Proceedings of the Methods and Applications of Artificial Intelligence, 2002

A Web-Based Intelligent Tutoring System Using Hybrid Rules as Its Representational Basis.

[BibT_eX]

[DOI]

John D. Garofalakis

Proceedings of the Intelligent Tutoring Systems, 6th International Conference, 2002

Updating a Hybrid Rule Base with New Empirical Source Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

Integrating Hybrid Rule-Based with Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

Updating a Hybrid Rule Base with Changes to its Symbolic Source Knowledge.

[BibT_eX]

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2001

Constructing Modular Hybrid Rule Bases for Expert Systems.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2001

A Web-Based ITS Controlled by a Hybrid Expert System.

[BibT_eX]

[DOI]

Proceedings of the Proceedings IEEE International Conference on Advanced Learning Technology: Issues, 2001

An Efficient Hybrid Rule Based Inference Engine with Explanation Capability.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

2000

Neurules: Improving the Performance of Symbolic Rules.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2000

Producing Modular Hybrid Rule Bases for Expert Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

1997

Handling Inheritance in a System Integrating Logic in Objects.

[BibT_eX]

[DOI]

Han Reichgelt

Data Knowl. Eng., 1997

1996

Silo: Integrating Logic in Objects for Knowledge Representation and Reasoning.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 1996

1994

ACT-P: A Configurable Theorem-Power.

[BibT_eX]

[DOI]

Han Reichgelt

Data Knowl. Eng., 1994

IJCAI-91 Workshop on Objects and Artificial Intelligence.

[BibT_eX]

[DOI]

AI Mag., 1994

The Inheritance Mechanism of a System Integrating Logic in Objects.

[BibT_eX]

[DOI]

Han Reichgelt

Proceedings of the Sixth International Conference on Tools with Artificial Intelligence, 1994

1993

Knowledge Representation and Reasoning in a System Integration Logic in Objects.

[BibT_eX]

[DOI]