Sotiris B. Kotsiantis
Orcid: 0000-0002-2247-3082Affiliations:
- University of Patras, Greece
According to our database1,
Sotiris B. Kotsiantis
authored at least 184 papers
between 2003 and 2025.
Collaborative distances:
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Bibliography
2025
Combining normalizing flows with decision trees for interpretable unsupervised outlier detection.
Eng. Appl. Artif. Intell., 2025
2024
Future Internet, September, 2024
Int. J. Artif. Intell. Tools, August, 2024
Sparse Approximate Pseudoinverse Preconditioning for Sparse Supervised Learning Problems with More Features than Samples.
Int. J. Artif. Intell. Tools, June, 2024
Temporal Dynamics of Citizen-Reported Urban Challenges: A Comprehensive Time Series Analysis.
Big Data Cogn. Comput., March, 2024
Enhancing Urban Resilience: Smart City Data Analyses, Forecasts, and Digital Twin Techniques at the Neighborhood Level.
Future Internet, February, 2024
Data-efficient software defect prediction: A comparative analysis of active learning-enhanced models and voting ensembles.
Inf. Sci., 2024
Intell. Decis. Technol., 2024
Optimizing Service Efficiency: Incoming Call Forecasting Utilizing Smart City Open Data - A Case Study.
Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 2024
Predictive Vigilance: Harnessing Internet of Things and Machine Learning for Smoke Detection.
Proceedings of the 15th International Conference on Information, 2024
Enhancing Predictive Maintenance with Interpretable AutoML: A Case Study on Detecting Ball-Bearing Faults Using IoT Data.
Proceedings of the 15th International Conference on Information, 2024
Proceedings of the 15th International Conference on Information, 2024
Proceedings of the Artificial Intelligence Applications and Innovations, 2024
2023
Knowl. Based Syst., November, 2023
Neural Comput. Appl., October, 2023
Comput. Vis. Image Underst., July, 2023
Int. J. Artif. Intell. Tools, February, 2023
Entropy, February, 2023
Classification of acoustical signals by combining active learning strategies with semi-supervised learning schemes.
Neural Comput. Appl., 2023
Temporal Convolutional Networks and BERT-Based Multi-Label Emotion Analysis for Financial Forecasting.
Inf., 2023
Intell. Decis. Technol., 2023
Proceedings of the 14th International Conference on Information, 2023
Proceedings of the 14th International Conference on Information, 2023
Proceedings of the 14th International Conference on Information, 2023
Proceedings of the 14th International Conference on Information, 2023
Proceedings of the Artificial Intelligence Applications and Innovations, 2023
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023
2022
Informatics, December, 2022
Interact. Learn. Environ., 2022
Intell. Decis. Technol., 2022
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022
Proceedings of the Learning and Intelligent Optimization - 16th International Conference, 2022
Proceedings of the Artificial Intelligence Applications and Innovations, 2022
2021
IEEE Trans. Fuzzy Syst., 2021
A novel explainable image classification framework: case study on skin cancer and plant disease prediction.
Neural Comput. Appl., 2021
Fuzzy-based active learning for predicting student academic performance using autoML: a step-wise approach.
J. Comput. High. Educ., 2021
Investigating cluster validation metrics for optimal number of clusters determination.
Intell. Decis. Technol., 2021
An adaptive cluster-based sparse autoregressive model for large-scale multi-step traffic forecasting.
Expert Syst. Appl., 2021
A Multi-Method Survey on the Use of Sentiment Analysis in Multivariate Financial Time Series Forecasting.
Entropy, 2021
Interpretable Models for Early Prediction of Certification in MOOCs: A Case Study on a MOOC for Smart City Professionals.
IEEE Access, 2021
Proceedings of the 12th International Conference on Information, 2021
A comparative study of validity indices on estimating the optimal number of clusters.
Proceedings of the 12th International Conference on Information, 2021
Applying Machine Learning to Predict Whether Learners Will Start a MOOC After Initial Registration.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021
2020
The Variability of the Reasons for Student Dropout in Distance Learning and the Prediction of Dropout-Prone Students.
Proceedings of the Machine Learning Paradigms - Advances in Learning Analytics, 2020
Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction.
J. Imaging, 2020
Investigation of Combining Logitboost(M5P) under Active Learning Classification Tasks.
Informatics, 2020
Polarity, emotions and online activity of students and tutors as features in predicting grades.
Intell. Decis. Technol., 2020
Evol. Intell., 2020
University students' intention to use search engines for research purposes: A structural equation modeling approach.
Educ. Inf. Technol., 2020
A Soft-Voting Ensemble Based Co-Training Scheme Using Static Selection for Binary Classification Problems.
Algorithms, 2020
Uncertainty Based Under-Sampling for Learning Naive Bayes Classifiers Under Imbalanced Data Sets.
IEEE Access, 2020
Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020
Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020
2019
IEEE Trans. Learn. Technol., 2019
A Semi-Supervised Regression Algorithm for Grade Prediction of Students in Distance Learning Courses.
Int. J. Artif. Intell. Tools, 2019
Evol. Syst., 2019
Combination of Active Learning and Semi-Supervised Learning under a Self-Training Scheme.
Entropy, 2019
Proceedings of the 23rd Pan-Hellenic Conference on Informatics, 2019
Proceedings of the 10th International Conference on Information, 2019
Financial Fraudulent Statements Detection through a Deep Dense Artificial Neural Network.
Proceedings of the 10th International Conference on Information, 2019
Multi-objective Optimization of C4.5 Decision Tree for Predicting Student Academic Performance.
Proceedings of the 10th International Conference on Information, 2019
Combining Active Learning with Self-train algorithm for classification of multimodal problems.
Proceedings of the 10th International Conference on Information, 2019
Proceedings of the 10th International Conference on Information, 2019
Investigating the Benefits of Exploiting Incremental Learners Under Active Learning Scheme.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019
Proceedings of the Artificial Intelligence Applications and Innovations, 2019
Proceedings of the Engineering Applications of Neural Networks, 2019
2018
J. Intell. Fuzzy Syst., 2018
Proceedings of the Speech and Computer - 20th International Conference, 2018
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018
Proceedings of the 22nd Pan-Hellenic Conference on Informatics, 2018
Proceedings of the 22nd Pan-Hellenic Conference on Informatics, 2018
Proceedings of the 9th International Conference on Information, 2018
Proceedings of the 9th International Conference on Information, 2018
Proceedings of the 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2018
Proceedings of the 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2018
2017
J. Intell. Fuzzy Syst., 2017
Int. J. Learn. Technol., 2017
Int. J. Artif. Intell. Tools, 2017
Proceedings of the 21st Pan-Hellenic Conference on Informatics, 2017
Proceedings of the 8th International Conference on Information, 2017
Proceedings of the 8th International Conference on Information, 2017
Proceedings of the Engineering Applications of Neural Networks, 2017
Proceedings of the Engineering Applications of Neural Networks, 2017
Proceedings of the Engineering Applications of Neural Networks, 2017
A Prognosis of Junior High School Students' Performance Based on Active Learning Methods.
Proceedings of the Brain Function Assessment in Learning - First International Conference, 2017
Proceedings of the Brain Function Assessment in Learning - First International Conference, 2017
2016
Appl. Comput. Intell. Soft Comput., 2016
Proceedings of the Speech and Computer - 18th International Conference, 2016
Proceedings of the 20th Pan-Hellenic Conference on Informatics, 2016
Proceedings of the 20th Pan-Hellenic Conference on Informatics, 2016
Proceedings of the 7th International Conference on Information, 2016
Proceedings of the 7th International Conference on Information, 2016
Proceedings of the Artificial Intelligence Applications and Innovations, 2016
Proceedings of the Artificial Intelligence Applications and Innovations, 2016
2015
Proceedings of the Speech and Computer - 17th International Conference, 2015
Estimating student dropout in distance higher education using semi-supervised techniques.
Proceedings of the 19th Panhellenic Conference on Informatics, 2015
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
Proceedings of the 6th International Conference on Information, 2015
Proceedings of the 6th International Conference on Information, 2015
Proceedings of the Engineering Applications of Neural Networks, 2015
2014
Knowl. Eng. Rev., 2014
J. Intell. Fuzzy Syst., 2014
Int. Arab J. Inf. Technol., 2014
Proceedings of the 5th International Conference on Information, 2014
2013
2012
Program, 2012
Use of machine learning techniques for educational proposes: a decision support system for forecasting students' grades.
Artif. Intell. Rev., 2012
Forecasting Fraudulent Financial Statements with Committee of Cost-Sensitive Decision Tree Classifiers.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012
Proceedings of the Artificial Intelligence: Theories and Applications, 2012
Proceedings of the Artificial Intelligence: Theories and Applications, 2012
Integrating Global and Local Application of Discriminative Multinomial Bayesian Classifier for Text Classification.
Proceedings of the Intelligent Informatics, 2012
2011
J. Comput. Methods Sci. Eng., 2011
A random subspace method that uses different instead of similar models for regression and classification problems.
Int. J. Inf. Decis. Sci., 2011
Comput. J., 2011
Artif. Intell. Rev., 2011
2010
A combinational incremental ensemble of classifiers as a technique for predicting students' performance in distance education.
Knowl. Based Syst., 2010
J. Convergence Inf. Technol., 2010
Int. J. Data Anal. Tech. Strateg., 2010
Bagging different instead of similar models for regression and classification problems.
Int. J. Comput. Appl. Technol., 2010
Int. J. Artif. Intell. Soft Comput., 2010
2009
Int. J. Knowl. Eng. Soft Data Paradigms, 2009
Int. J. Hybrid Intell. Syst., 2009
Int. J. Data Min. Model. Manag., 2009
2008
Int. J. Comput. Appl. Technol., 2008
Int. J. Artif. Intell. Soft Comput., 2008
Intell. Decis. Technol., 2008
Proceedings of the Panhellenic Conference on Informatics, 2008
Proceedings of the Panhellenic Conference on Informatics, 2008
Proceedings of the NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008, 2008
2007
Proceedings of the Emerging Artificial Intelligence Applications in Computer Engineering, 2007
Int. J. Knowl. Based Intell. Eng. Syst., 2007
Informatica (Slovenia), 2007
Int. J. Intell. Syst. Technol. Appl., 2007
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 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
Towards an ontology-based system for intelligent prediction of firms with fraudulent financial statements.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007
2006
J. Comput., 2006
Int. J. Hybrid Intell. Syst., 2006
Artif. Intell. Rev., 2006
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006
Proceedings of the Artificial Intelligence Applications and Innovations, 2006
Proceedings of the Artificial Intelligence Applications and Innovations, 2006
Proceedings of the Artificial Neural Networks, 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
A Hybrid Decision Support Tool - Using Ensemble of Classifiers.
Proceedings of the ICEIS 2004, 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