Semantic Representation of Multimedia Content. - Kalliopi Dalakleidi; Stamatia Dasiopoulou; Giorgos Stoilos; Vassilis Tzouvaras; Giorgos B. Stamou; Yiannis Kompatsiaris (Knowledge-Driven Multimedia Information Extraction and Ontology Evolution, 2011)

A hybrid genetic algorithm for the selection of the critical features for risk prediction of cardiovascular complications in Type 2 Diabetes patients. - Kalliopi Dalakleidi; Konstantia Zarkogianni; Vassilios G. Karamanos; Anastasia C. Thanopoulou; Konstantina S. Nikita (BIBE, 2013)

Comparison of Multi-resolution Analysis Patterns for Texture Classification of Breast Tumors Based on DCE-MRI. - Alexia Tzalavra; Kalliopi Dalakleidi; Evangelia I. Zacharaki; Nikolaos N. Tsiaparas; Fotios Constantinidis; Nikos Paragios; Konstantina S. Nikita (MLMI@MICCAI, 2016)

A Modified All-and-One Classification Algorithm Combined with the Bag-of-Features Model to Address the Food Recognition Task. - Kalliopi Dalakleidi; Myriam Sarantea; Konstantina S. Nikita (HEALTHINF, 2017)

Comparative assessment of statistical and machine learning techniques towards estimating the risk of developing type 2 diabetes and cardiovascular complications. - Kalliopi Dalakleidi; Konstantia Zarkogianni; Anastasia C. Thanopoulou; Konstantina S. Nikita (Expert Syst. J. Knowl. Eng., 2017)

A Two-Level Food Classification System For People With Diabetes Mellitus Using Convolutional Neural Networks. - Kleomenis Kogias; Ioannis Andreadis; Kalliopi Dalakleidi; Konstantina S. Nikita (EMBC, 2018)

Evaluation of a Serious Game Promoting Nutrition and Food Literacy: Experiment Design and Preliminary Results. - Konstantinos Mitsis; Konstantia Zarkogianni; Kalliopi Dalakleidi; George Mourkousis; Konstantina S. Nikita (BIBE, 2019)

Design and Development of a Sitting Posture Recognition System. - Emmanouil Fragkiadakis; Kalliopi V. Dalakleidi; Konstantina S. Nikita (EMBC, 2019)

Stratification of carotid atheromatous plaque using interpretable deep learning methods on B-mode ultrasound images. - Theofanis Ganitidis; Maria Athanasiou; Kalliopi Dalakleidi; Nikos Melanitis; Spyretta Golemati; Konstantina S. Nikita (EMBC, 2021)

Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis. - Panagiota Karatza; Kalliopi Dalakleidi; Maria Athanasiou; Konstantina S. Nikita (EMBC, 2021)

Dynamic contrast enhanced-magnetic resonance imaging radiomics combined with a hybrid adaptive neuro-fuzzy inference system-particle swarm optimization approach for breast tumour classification. - Alexia G. Tzalavra; Ioannis Andreadis; Kalliopi V. Dalakleidi; Fotios Constantinidis; Evangelia I. Zacharaki; Konstantina S. Nikita (Expert Syst. J. Knowl. Eng., 2022)

A Multimodal Approach for Real Time Recognition of Engagement towards Adaptive Serious Games for Health. - Konstantinos Mitsis; Konstantia Zarkogianni; Eleftherios Kalafatis; Kalliopi Dalakleidi; Amyn Jaafar; Georgios Mourkousis; Konstantina S. Nikita (Sensors, 2022)

A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis. - Maria Eleftheria Vlontzou; Maria Athanasiou; Kalliopi Dalakleidi; Ioanna Skampardoni; Christos Davatzikos; Konstantina S. Nikita (CoRR, 2024)