Theodoros Iliou

Orcid: 0000-0001-6925-1340

Affiliations:
  • Democritus University of Thrace, Medical Informatics Lab, Alexandroupolis, Greece (PhD 2021)
  • University of the Aegean, Department of Cultural Technology and Communication, School of Social Sciences, Greece


According to our database1, Theodoros Iliou authored at least 16 papers between 2009 and 2021.

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

Timeline

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Bibliography

2021
Use of machine learning techniques in medical informatics, Χρήση τεχνικών μηχανικής μάθησης στην ιατρική πληροφορική
PhD thesis, 2021

2020
Mutual information algorithms for optimal attribute selection in data driven partitions of databases.
Evol. Syst., 2020

Classification of Psychosomatic's Symptoms of Depression: Iliou Versus PCA Preprocessing Methods.
Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020

2019
ILIOU machine learning preprocessing method for depression type prediction.
Evol. Syst., 2019

Interactive Serious Games for Cultural Heritage - A Real-Time Bouzouki Simulator for Exploring the History and Sounds of Rebetiko Music.
Proceedings of the Internet of Things, Infrastructures and Mobile Applications - Proceedings of the 13th IMCL Conference, Thessaloniki, Greece, 31 October, 2019

Iliou Machine Learning Data Preprocessing Method for Suicide Prediction from Family History.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

2018
Iliou Machine Learning Data Preprocessing Method for Stress Level Prediction.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

2017
A novel data preprocessing method for boosting neural network performance: A case study in osteoporosis prediction.
Inf. Sci., 2017

Information Feature Selection: Using Local Attribute Selections to Represent Connected Distributions in Complex Datasets.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
Machine Learning Preprocessing Method for Suicide Prediction.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

2015
Features and classifiers for emotion recognition from speech: a survey from 2000 to 2011.
Artif. Intell. Rev., 2015

A Novel Machine Learning Data Preprocessing Method for Enhancing Classification Algorithms Performance.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

2014
Osteoporosis Detection Using Machine Learning Techniques and Feature Selection.
Int. J. Artif. Intell. Tools, 2014

2013
Combined Classification of Risk Factors for Appendicitis Prediction in Childhood.
Proceedings of the Engineering Applications of Neural Networks, 2013

2010
Towards Emotion Recognition from Speech: Definition, Problems and the Materials of Research.
Proceedings of the Semantics in Adaptive and Personalized Services: Methods, 2010

2009
Comparison of Different Classifiers for Emotion Recognition.
Proceedings of the PCI 2009, 2009


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