Comparison of Different Classifiers for Emotion Recognition. - Theodoros Iliou 001; Christos-Nikolaos Anagnostopoulos (Panhellenic Conference on Informatics, 2009)

Towards Emotion Recognition from Speech: Definition, Problems and the Materials of Research. - Christos-Nikolaos Anagnostopoulos; Theodoros Iliou 001 (Semantics in Adaptive and Personalized Services, 2010)

Combined Classification of Risk Factors for Appendicitis Prediction in Childhood. - Theodoros Iliou 001; Christos-Nikolaos Anagnostopoulos; Ioannis M. Stephanakis; George C. Anastassopoulos (EANN (2), 2013)

Osteoporosis Detection Using Machine Learning Techniques and Feature Selection. - Theodoros Iliou 001; Christos-Nikolaos Anagnostopoulos; George C. Anastassopoulos (Int. J. Artif. Intell. Tools, 2014)

A Novel Machine Learning Data Preprocessing Method for Enhancing Classification Algorithms Performance. - Theodoros Iliou 001; Christos-Nikolaos Anagnostopoulos; Marina Nerantzaki; George C. Anastassopoulos (EANN Workshops, 2015)

Features and classifiers for emotion recognition from speech: a survey from 2000 to 2011. - Christos-Nikolaos Anagnostopoulos; Theodoros Iliou 001; Ioannis Giannoukos (Artif. Intell. Rev., 2015)

Machine Learning Preprocessing Method for Suicide Prediction. - Theodoros Iliou 001; Georgia Konstantopoulou; Mandani Ntekouli; Dimitrios K. Lymberopoulos; Konstantinos Assimakopoulos; Dimitrios Galiatsatos; George C. Anastassopoulos (AIAI, 2016)

Information Feature Selection: Using Local Attribute Selections to Represent Connected Distributions in Complex Datasets. - Ioannis M. Stephanakis; Theodoros Iliou 001; George C. Anastassopoulos (EANN, 2017)

A novel data preprocessing method for boosting neural network performance: A case study in osteoporosis prediction. - Theodoros Iliou 001; Christos-Nikolaos Anagnostopoulos; Ioannis M. Stephanakis; George C. Anastassopoulos (Inf. Sci., 2017)

Iliou Machine Learning Data Preprocessing Method for Stress Level Prediction. - Theodoros Iliou 001; Georgia Konstantopoulou; Ioannis M. Stephanakis; Konstantinos Anastasopoulos; Dimitrios K. Lymberopoulos; George C. Anastassopoulos (AIAI, 2018)

Iliou Machine Learning Data Preprocessing Method for Suicide Prediction from Family History. - Theodoros Iliou 001; Georgia Konstantopoulou; Christina Lymperopoulou; Konstantinos Anastasopoulos; George C. Anastassopoulos; Dimitrios Margounakis; Dimitrios K. Lymberopoulos (AIAI, 2019)

Interactive Serious Games for Cultural Heritage - A Real-Time Bouzouki Simulator for Exploring the History and Sounds of Rebetiko Music. - Dimitrios Margounakis; Themistoklis Karalis; Theodoros Iliou 001 (IMCL, 2019)

ILIOU machine learning preprocessing method for depression type prediction. - Theodoros Iliou 001; Georgia Konstantopoulou; Mandani Ntekouli; Christina Lymperopoulou; Konstantinos Assimakopoulos; Dimitrios Galiatsatos; George C. Anastassopoulos (Evol. Syst., 2019)

Classification of Psychosomatic's Symptoms of Depression: Iliou Versus PCA Preprocessing Methods. - Theodoros Iliou 001; Georgia Konstantopoulou; Konstantinos Anastasopoulos; Christina Lymperopoulou; Georgios Mantas; Jonathan Rodriguez 001; Dimitrios K. Lymberopoulos; George C. Anastassopoulos (CAMAD, 2020)

Mutual information algorithms for optimal attribute selection in data driven partitions of databases. - Ioannis M. Stephanakis; Theodoros Iliou 001; George C. Anastassopoulos (Evol. Syst., 2020)

Use of machine learning techniques in medical informatics, Χρήση τεχνικών μηχανικής μάθησης στην ιατρική πληροφορική - Theodoros Iliou 001 (2021)