Panayiotis E. Pintelas
Orcid: 0000-0001-8436-2743
According to our database1,
Panayiotis E. Pintelas
authored at least 102 papers
between 1976 and 2023.
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Bibliography
2023
Comput. Vis. Image Underst., July, 2023
J. Imaging, 2023
Algorithms, 2023
2022
A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index.
Evol. Syst., 2022
Eng. Appl. Artif. Intell., 2022
2021
A Convolutional Autoencoder Topology for Classification in High-Dimensional Noisy Image Datasets.
Sensors, 2021
A novel explainable image classification framework: case study on skin cancer and plant disease prediction.
Neural Comput. Appl., 2021
Smoothing and stationarity enforcement framework for deep learning time-series forecasting.
Neural Comput. Appl., 2021
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques.
Medical Biol. Eng. Comput., 2021
An Autoencoder Convolutional Neural Network Framework for Sarcopenia Detection Based on Multi-frame Ultrasound Image Slices.
Proceedings of the Artificial Intelligence Applications and Innovations, 2021
2020
A novel validation framework to enhance deep learning models in time-series forecasting.
Neural Comput. Appl., 2020
Neural Comput. Appl., 2020
Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction.
J. Imaging, 2020
Int. J. Medical Eng. Informatics, 2020
Forecasting stock price index movement using a constrained deep neural network training algorithm.
Intell. Decis. Technol., 2020
A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability.
Algorithms, 2020
Algorithms, 2020
Investigating the Problem of Cryptocurrency Price Prediction: A Deep Learning Approach.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020
2019
Improving the evaluation process of students' performance utilizing a decision support software.
Neural Comput. Appl., 2019
Mach. Learn. Knowl. Extr., 2019
An adaptive nonmonotone active set - weight constrained - neural network training algorithm.
Neurocomputing, 2019
A semi-supervised self-trained two-level algorithm for forecasting students' graduation time.
Intell. Decis. Technol., 2019
A Weighted Voting Ensemble Self-Labeled Algorithm for the Detection of Lung Abnormalities from X-Rays.
Algorithms, 2019
Proceedings of the Artificial Intelligence Applications and Innovations, 2019
2018
Numer. Algorithms, 2018
J. Imaging, 2018
Proceedings of the 1st Workshop on Behavioral Change and Ambient Intelligence for Sustainability, 2018
Proceedings of the Technology and Innovation in Learning, Teaching and Education, 2018
Proceedings of the 8th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, 2018
Proceedings of the 8th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, 2018
2017
Proceedings of the 21st Pan-Hellenic Conference on Informatics, 2017
Proceedings of the Engineering Applications of Neural Networks, 2017
2016
2015
Optim. Lett., 2015
Appl. Math. Comput., 2015
Estimating student dropout in distance higher education using semi-supervised techniques.
Proceedings of the 19th Panhellenic Conference on Informatics, 2015
Predicting Student Performance in Distance Higher Education Using Semi-supervised Techniques.
Proceedings of the Model and Data Engineering - 5th International Conference, 2015
2013
A new class of spectral conjugate gradient methods based on a modified secant equation for unconstrained optimization.
J. Comput. Appl. Math., 2013
A new conjugate gradient algorithm for training neural networks based on a modified secant equation.
Appl. Math. Comput., 2013
2012
Int. J. Artif. Intell. Tools, 2012
Appl. Math. Comput., 2012
2011
J. Comput. Methods Sci. Eng., 2011
2009
Int. J. Hybrid Intell. Syst., 2009
Proceedings of the PCI 2009, 2009
Proceedings of the PCI 2009, 2009
2008
Optim. Methods Softw., 2008
Diplek: an open educational Platform that supports the composition of learning, management and communication services.
Proceedings of the Technological Developments in Education and Automation, 2008
2007
Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007
Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007
2006
J. Comput., 2006
Artif. Intell. Rev., 2006
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006
Ontology-based Learning Applications: A Development Methodology.
Proceedings of the IASTED International Conference on Software Engineering, 2006
2005
Proceedings of the Advances in Informatics, 2005
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
Proceedings of the Innovations in Applied Artificial Intelligence, 2005
Proceedings of the Innovations in Applied Artificial Intelligence, 2005
Proceedings of the 5th IEEE International Conference on Advanced Learning Technologies, 2005
2004
A decision support prototype tool for predicting student performance in an ODL environment.
Interact. Technol. Smart Educ., 2004
Predicting Students' Performance In Distance Learning Using Machine Learning Techniques.
Appl. Artif. Intell., 2004
Proceedings of the Methods and Applications of Artificial Intelligence, 2004
An Online Ensemble of Classifiers.
Proceedings of the Pattern Recognition in Information Systems, 2004
Fuzzy Clustering of Categorical Attributes and its Use in Analyzing Cultural Data.
Proceedings of the International Conference on Computational Intelligence, 2004
Restartings: A Technique to Improve Classic Genetic Algorithms' Performance.
Proceedings of the International Conference on Computational Intelligence, 2004
"Intuition" Operator: Providing Genomes with Reason.
Proceedings of the International Conference on Computational Intelligence, 2004
A Hybrid Decision Support Tool - Using Ensemble of Classifiers.
Proceedings of the ICEIS 2004, 2004
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004
An Integrated Environment for Building Distributed Multi-agent Educational Applications.
Proceedings of the Artificial Intelligence: Methodology, 2004
Proceedings of the Artificial Intelligence: Methodology, 2004
Proceedings of the Artificial Intelligence: Methodology, 2004
2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
2002
A survey on student dropout rates and dropout causes concerning the students in the Course of Informatics of the Hellenic Open University.
Comput. Educ., 2002
2000
Educ. Inf. Technol., 2000
Design of Interactivity in Virtual Reality Applications with Emphasis on Educational Software Using Formal Interaction Specification.
Educ. Inf. Technol., 2000
1998
1997
The Functional Architecture and Interaction Model of a GENerator of Intelligent TutORing Applications.
J. Syst. Softw., 1997
Digit. Creativity, 1997
The interactive specification workspace: Specifying and designing the interaction issues of virtual reality training environments from within.
Proceedings of the Design, 1997
1996
Softw. Eng. J., 1996
1994
1993
IDFG: An interactive applications specification model with phenomenological properties.
Microprocess. Microprogramming, 1993
Modeling and design of the multimedia subsystem of a distributed authoring environment.
Microprocess. Microprogramming, 1993
1992
J. Syst. Softw., 1992
1991
J. Syst. Softw., 1991
1990
Microprocessing and Microprogramming, 1990
1989
1988
Microprocess. Microprogramming, 1988
1980
1976