Panayiotis E. Pintelas

ORCID

Publication Activity (10 Years)

Years Active: 1980-2023
Publications (10 Years): 20

Top Venues

University of Bradford, UK (PHD)

Education History

University of Bradford, UK

PHD

Publications

Annwesha Banerjee Majumder, Somsubhra Gupta, Dharmpal Singh, Biswaranjan Acharya, Vassilis C. Gerogiannis, Andreas Kanavos, Panayiotis E. Pintelas
Heart Disease Prediction Using Concatenated Hybrid Ensemble Classifiers. Algorithms 16 (12) (2023)
Panayiotis E. Pintelas, Ioannis E. Livieris
Special Issue on Ensemble Learning and/or Explainability. Algorithms 16 (1) (2023)
Emmanuel G. Pintelas, Ioannis E. Livieris, Sotiris Kotsiantis, Panayiotis E. Pintelas
A multi-view-CNN framework for deep representation learning in image classification. Comput. Vis. Image Underst. 232 (2023)
Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, Panayiotis E. Pintelas
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM. J. Imaging 9 (10) (2023)
Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel G. Pintelas, Theodore Kotsilieris, Panayiotis E. Pintelas
A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index. Evol. Syst. 13 (1) (2022)
Emmanuel G. Pintelas, Panayiotis E. Pintelas
A 3D-CAE-CNN model for Deep Representation Learning of 3D images. Eng. Appl. Artif. Intell. 113 (2022)
Ioannis E. Livieris, Lazaros Iliadis, Panayiotis E. Pintelas
On ensemble techniques of weight-constrained neural networks. Evol. Syst. 12 (1) (2021)
Emmanuel G. Pintelas, Meletis Liaskos, Ioannis E. Livieris, Sotiris Kotsiantis, Panayiotis E. Pintelas
Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction. J. Imaging 6 (6) (2020)
Emmanuel G. Pintelas, Ioannis E. Livieris, Stavros Stavroyiannis, Theodore Kotsilieris, Panayiotis E. Pintelas
Investigating the Problem of Cryptocurrency Price Prediction: A Deep Learning Approach. AIAI (2) (2020)
Emmanuel G. Pintelas, Ioannis E. Livieris, Panayiotis E. Pintelas
A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability. Algorithms 13 (1) (2020)
Ioannis E. Livieris, Emmanuel G. Pintelas, Stavros Stavroyiannis, Panayiotis E. Pintelas
Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series. Algorithms 13 (5) (2020)
Ioannis E. Livieris, Theodore Kotsilieris, Stavros Stavroyiannis, Panayiotis E. Pintelas
Forecasting stock price index movement using a constrained deep neural network training algorithm. Intell. Decis. Technol. 14 (3) (2020)
Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel G. Pintelas, Panayiotis E. Pintelas
A novel validation framework to enhance deep learning models in time-series forecasting. Neural Comput. Appl. 32 (23) (2020)
Theodore Kotsilieris, Emmanuel G. Pintelas, Ioannis E. Livieris, Panayiotis E. Pintelas
Predicting anxiety disorders and suicide tendency using machine learning: a review. Int. J. Medical Eng. Informatics 12 (6) (2020)
Ioannis E. Livieris, Emmanuel G. Pintelas, Panayiotis E. Pintelas
A CNN-LSTM model for gold price time-series forecasting. Neural Comput. Appl. 32 (23) (2020)
Ioannis E. Livieris, Theodore Kotsilieris, Vassilis Tampakas, Panayiotis E. Pintelas
Improving the evaluation process of students' performance utilizing a decision support software. Neural Comput. Appl. 31 (6) (2019)
Ioannis E. Livieris, Andreas Kanavos, Vassilis Tampakas, Panayiotis E. Pintelas
An Auto-Adjustable Semi-Supervised Self-Training Algorithm. Algorithms 11 (9) (2018)
Ioannis E. Livieris, Andreas Kanavos, Vassilis Tampakas, Panayiotis E. Pintelas
An Ensemble SSL Algorithm for Efficient Chest X-Ray Image Classification. J. Imaging 4 (7) (2018)
Ioannis E. Livieris, Theodore Kotsilieris, Ioannis F. Dimopoulos, Panayiotis E. Pintelas
Decision Support Software for Forecasting Patient's Length of Stay. Algorithms 11 (12) (2018)
Ioannis E. Livieris, Vassilis Tampakas, Panayiotis E. Pintelas
A descent hybrid conjugate gradient method based on the memoryless BFGS update. Numer. Algorithms 79 (4) (2018)
Ioannis E. Livieris, Panayiotis E. Pintelas
A new class of spectral conjugate gradient methods based on a modified secant equation for unconstrained optimization. J. Comput. Appl. Math. 239 (2013)
Ioannis E. Livieris, Panayiotis E. Pintelas
A new conjugate gradient algorithm for training neural networks based on a modified secant equation. Appl. Math. Comput. 221 (2013)
Ioannis E. Livieris, Panayiotis E. Pintelas
An Improved spectral conjugate Gradient Neural Network Training Algorithm. Int. J. Artif. Intell. Tools 21 (1) (2012)
Ioannis E. Livieris, Panayiotis E. Pintelas
Globally convergent modified Perry's conjugate gradient method. Appl. Math. Comput. 218 (18) (2012)
M. S. Apostolopoulou, D. G. Sotiropoulos, C. A. Botsaris, Panayiotis E. Pintelas
A practical method for solving large-scale TRS. Optim. Lett. 5 (2) (2011)
Dimitris Kanellopoulos, Sotiris B. Kotsiantis, Panayiotis E. Pintelas
Intelligent Systems and Knowledge Management (Part II). J. Comput. Methods Sci. Eng. 11 (3) (2011)
Sotiris B. Kotsiantis, Panayiotis E. Pintelas
Selective costing ensemble for handling imbalanced data sets. Int. J. Hybrid Intell. Syst. 6 (3) (2009)
Ioannis E. Livieris, D. G. Sotiropoulos, Panayiotis E. Pintelas
On Descent Spectral CG Algorithms for Training Recurrent Neural Networks. Panhellenic Conference on Informatics (2009)
Ioannis E. Livieris, M. S. Apostolopoulou, D. G. Sotiropoulos, Spyros Sioutas, Panayiotis E. Pintelas
Classification of Large Biomedical Data Using ANNs Based on BFGS Method. Panhellenic Conference on Informatics (2009)
Christos T. Rodosthenous, Achilles Kameas, Panayiotis E. Pintelas
Diplek: an open educational Platform that supports the composition of learning, management and communication services. EIAT/IETA (2008)
M. S. Apostolopoulou, D. G. Sotiropoulos, Panayiotis E. Pintelas
Solving the quadratic trust-region subproblem in a low-memory BFGS framework. Optim. Methods Softw. 23 (5) (2008)
M. Karagiannopoulos, D. Anyfantis, Sotiris B. Kotsiantis, Panayiotis E. Pintelas
A Wrapper for Reweighting Training Instances for Handling Imbalanced Data Sets. AIAI (2007)
D. Anyfantis, M. Karagiannopoulos, Sotiris B. Kotsiantis, Panayiotis E. Pintelas
Robustness of learning techniques in handling class noise in imbalanced datasets. AIAI (2007)
Sotiris B. Kotsiantis, Ioannis D. Zaharakis, Panayiotis E. Pintelas
Machine learning: a review of classification and combining techniques. Artif. Intell. Rev. 26 (3) (2006)
Sotiris B. Kotsiantis, Dimitris Kanellopoulos, Panayiotis E. Pintelas
Local Boosting of Decision Stumps for Regression and Classification Problems. J. Comput. 1 (4) (2006)
Sotiris B. Kotsiantis, Dimitris Kanellopoulos, Panayiotis E. Pintelas
Local Additive Regression of Decision Stumps. SETN (2006)
Dimitris Kanellopoulos, Sotiris B. Kotsiantis, Panayiotis E. Pintelas
Ontology-based Learning Applications: A Development Methodology. IASTED Conf. on Software Engineering (2006)
Sotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas
Local Bagging of Decision Stumps. IEA/AIE (2005)
Sotiris B. Kotsiantis, Panayiotis E. Pintelas
Predicting Students' Marks in Hellenic Open University. ICALT (2005)
Sotiris B. Kotsiantis, George E. Tsekouras, C. Raptis, Panayiotis E. Pintelas
Modeling the Organoleptic Properties of Matured Wine Distillates. MLDM (2005)
George E. Tsekouras, Dimitris Papageorgiou, Sotiris B. Kotsiantis, Christos Kalloniatis, Panayiotis E. Pintelas
A Fuzzy Logic-Based Approach for Detecting Shifting Patterns in Cross-Cultural Data. IEA/AIE (2005)
Sotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas
Bagging Random Trees for Estimation of Tissue Softness. MLDM (2005)
Sotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas
Bagging Model Trees for Classification Problems. Panhellenic Conference on Informatics (2005)
Sotiris B. Kotsiantis, Panayiotis E. Pintelas
Logitboost of Simple Bayesian Classifier. Informatica (Slovenia) 29 (1) (2005)
Sotiris B. Kotsiantis, Panayiotis E. Pintelas
Local voting of weak classifiers. Int. J. Knowl. Based Intell. Eng. Syst. 9 (3) (2005)
Anastasios Triantis, Panayiotis E. Pintelas
A Mobile Multi Agent Architecture for Web Based Learning. ICALT (2004)
Sotiris B. Kotsiantis, Panayiotis E. Pintelas
A decision support prototype tool for predicting student performance in an ODL environment. Interact. Technol. Smart Educ. 1 (4) (2004)
Sotiris B. Kotsiantis, Panayiotis E. Pintelas
An Online Ensemble of Classifiers. PRIS (2004)
Grigorios N. Beligiannis, Georgios A. Tsirogiannis, Panayiotis E. Pintelas
"Intuition" Operator: Providing Genomes with Reason. International Conference on Computational Intelligence (2004)
George E. Tsekouras, Dimitris Papageorgiou, Sotiris B. Kotsiantis, Christos Kalloniatis, Panayiotis E. Pintelas
Fuzzy Clustering of Categorical Attributes and its Use in Analyzing Cultural Data. International Conference on Computational Intelligence (2004)
Grigorios N. Beligiannis, Georgios A. Tsirogiannis, Panayiotis E. Pintelas
Restartings: A Technique to Improve Classic Genetic Algorithms' Performance. International Conference on Computational Intelligence (2004)
Sotiris B. Kotsiantis, Panayiotis E. Pintelas
A Cost Sensitive Technique for Ordinal Classification Problems. SETN (2004)
Sotiris B. Kotsiantis, Panayiotis E. Pintelas
A Hybrid Decision Support Tool - Using Ensemble of Classifiers. ICEIS (2) (2004)
Tasos Triantis, Panayiotis E. Pintelas
An Integrated Environment for Building Distributed Multi-agent Educational Applications. AIMSA (2004)
Sotiris B. Kotsiantis, Panayiotis E. Pintelas
Increasing the Classification Accuracy of Simple Bayesian Classifier. AIMSA (2004)
Sotiris B. Kotsiantis, Christos Pierrakeas, Panayiotis E. Pintelas
Predicting Students' Performance In Distance Learning Using Machine Learning Techniques. Appl. Artif. Intell. 18 (5) (2004)
Sotiris B. Kotsiantis, Panayiotis E. Pintelas
Bagged Voting Ensembles. AIMSA (2004)
Sotiris B. Kotsiantis, Christos Pierrakeas, Panayiotis E. Pintelas
Preventing Student Dropout in Distance Learning Using Machine Learning Techniques. KES (2003)
Michalis Nik Xenos, Christos Pierrakeas, Panayiotis E. Pintelas
A survey on student dropout rates and dropout causes concerning the students in the Course of Informatics of the Hellenic Open University. Comput. Educ. 39 (4) (2002)
Costas N. Diplas, Panayiotis E. Pintelas
Design of Interactivity in Virtual Reality Applications with Emphasis on Educational Software Using Formal Interaction Specification. Educ. Inf. Technol. 5 (4) (2000)
Achilles D. Kameas, Panayiotis E. Pintelas, Tassos A. Mikropoulos, Apostolos Katsikis, Anastassios Emvalotis
EIKON: Teaching a high-school technology course with the aid of virtual reality. Educ. Inf. Technol. 5 (4) (2000)
Vassilis C. Gerogiannis, Achilles Kameas, Panayiotis E. Pintelas
Comparative study and categorization of high-level petri nets. J. Syst. Softw. 43 (2) (1998)
Costas N. Diplas, Achilles Kameas, Panayiotis E. Pintelas
The interactive specification workspace: Specifying and designing the interaction issues of virtual reality training environments from within. DSV-IS (1997)
Ioannis D. Zaharakis, Achilles D. Kameas, Panayiotis E. Pintelas
A hybrid expert system as an embedded module in tutoring systems. Digit. Creativity 8 (2) (1997)
Achilles Kameas, Panayiotis E. Pintelas
The Functional Architecture and Interaction Model of a GENerator of Intelligent TutORing Applications. J. Syst. Softw. 36 (3) (1997)
Panos Fitsilis, Achilles Kameas, Panayiotis E. Pintelas
ORIENTMAN: an intelligent tutor for the ORIENT software development methodology. Softw. Eng. J. 11 (4) (1996)
Ioannis D. Zaharakis, Achilles D. Kameas, Panayiotis E. Pintelas
MeT: The expert methodology tutor of GENITOR. Microprocess. Microprogramming 40 (10-12) (1994)
Achilles Kameas, Stergios Papadimitriou, Panayiotis E. Pintelas
Modeling and design of the multimedia subsystem of a distributed authoring environment. Microprocess. Microprogramming 38 (1-5) (1993)
Achilles Kameas, Stergios Papadimitriou, Panayiotis E. Pintelas, Georgios Pavlides
IDFG: An interactive applications specification model with phenomenological properties. Microprocess. Microprogramming 38 (1-5) (1993)
K. P. Ventouris, Panayiotis E. Pintelas
A practical assessment of formal specification approaches for data abstractions. J. Syst. Softw. 17 (2) (1992)
Panayiotis E. Pintelas, Spyros Tragoudas
A comparative study of five language independent programming environments. J. Syst. Softw. 14 (1) (1991)
Cyrille Comar, Panayiotis E. Pintelas
An environment for teaching "program design" by exercises. Microprocessing and Microprogramming 28 (1-5) (1990)
Panayiotis E. Pintelas, K. P. Ventouris, M. D. Papassimakopoulou
A translator from Small Euclid to Pascal. ACM SIGPLAN Notices 24 (5) (1989)
Panayiotis E. Pintelas, Vasilios Kallistros
An overview of some software design languages. J. Syst. Softw. 10 (2) (1989)
Mike P. Papazoglou, Panayiotis E. Pintelas
A versatile Kernel proposal for a multimicroprocessor system environment. Microprocess. Microprogramming 22 (1) (1988)
G. R. Garside, Panayiotis E. Pintelas
An ALGOL 68 Package for Implementing Graph Algorithms. Comput. J. 23 (3) (1980)

Panayiotis E. Pintelas.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Panayiotis E. Pintelas