Browsing by Advisor "Τσικνάκης, Εμμανουήλ"

Now showing items 1-20 of 35

  • Categorical assessment of depression based on high level features.

    T.E.I. of Crete, School of Engineering (STEF), PPS in Informatics and Multimedia
    Authors: Vazakopoulou, Kalliopi-Marina
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2018-04-17
    Depression is one of the leading causes of ill health and disability worldwide. In the US nearly 50 million people were living with depression in 2015. According to the latest estimates from the World Health Organization ...

  • Categorical assessment of depression based on low level features.

    T.E.I. of Crete, School of Engineering (STEF), PPS in Informatics and Multimedia
    Authors: Maridaki, Anna
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2018-06-01
    Mental illness is a disease which usually causes behavior disturbances. Nowadays, mental disorders are commonplace, affecting a large number of people. There are more than 200 forms of mental illness. Depression, bipolar ...

  • Categorical embedding with Deep Learning.

    Η.Μ.U, School of Engineering (ScENG), Electrical and Computer Engineering Dept
    Authors: Giannakos, Iakovos
    Thesis advisor: Tsiknakis, Emmanouil; Koumakis, Eleftherios; Marias, Konstantinos
    Publication Date: 2021-02-04
    The study conducted in the framework of the dissertation on "Categorical embedding with deep learning". To clarify, the purpose of the dissertation is to study and implement a word-embedding neural network for genomic data ...

  • Development of a web-based platform for cognitive training.

    T.E.I. of Crete, School of Engineering (STEF), Department of Informatics Engineering
    Authors: Tsichlaki, Styliani
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2019-05-21
    In this thesis, a web-based platform for cognitive training was developed, as a tool for a) the training of cognitive functionality of high-risk individuals or individual facing early Mild Cognitive Impairment (eMCI), ...

  • e-Questionnaire platform (ON-Surveys).

    T.E.I. of Crete, School of Engineering (STEF), Department of Informatics Engineering
    Authors: Nika, Olympia
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2019-05-06
    Businesses and researchers across industries are conducting research with the use of surveys to investigate answers of specific questions related to one or more topics. These questions usually cover a wide range of areas ...

  • Estimating human activity patterns in dynamic environments based on smart, wearable sensors : a feasibility study.

    T.E.I. of Crete, School of Engineering (STEF), PPS in Informatics and Multimedia
    Authors: Chatzaki, Charikleia
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2016-07-15
    The demands for understanding human activities have steadily grown in recent years in the health-care domain, especially in elder care support, rehabilitation assistance, diabetes, cognitive disorders, assisting living and ...

  • An extensible computational framework for the management and analysis of wellness data in an Android environment.

    T.E.I. of Crete, School of Engineering (STEF), Department of Informatics Engineering
    Authors: Kasapakis, Adamantios
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2017-11-20
    Modern lifestyle leads to increases inactivity in populations around the world, causing health problems, such as hypertension, coronary heart disease, stroke, often related to premature death and an increasing financial ...

  • Gene expression and gene regulatory network analysis with statistical methods and machine learning algorithms.

    Η.Μ.U, School of Engineering (ScENG), Electrical and Computer Engineering Dept
    Authors: Droumalia, Foteini
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2023-04-10
    Determining the best approach and data type for Pathway Analysis is a significant difficulty for the field of diagnostic medicine. The findings of recent studies indicate their preference for Machine Learning algorithms ...

  • Implementation of a federated workflow execution engine for life sciences through virtualization services.

    Η.Μ.U, School of Engineering (ScENG), Electrical and Computer Engineering Dept
    Authors: Koutoulakis, Emmanouil
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2020-09-22
    Workflows are widely used abstractions for the representation of large scientific applications that also ease their execution on distributed systems such as clusters, clouds, and grids. However, workflow systems are mainly ...

  • Implementation of a mobile app for psycho-emotional assessment (Android and iOS).

    Η.Μ.U, School of Engineering (ScENG), Electrical and Computer Engineering Dept
    Authors: Pavlidou, Elisavet
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2020-09-21
    Cancer is one of the most common chronic diseases, and the second leading cause of death in the developed countries. During treatment patients face several side effects, which are painful both physically and emotionally. ...

  • Integration of gene expressions with polymorphism data in systems biology: comparison with imaging techniques in gliomas.

    Η.Μ.U, School of Engineering (ScENG), Electrical and Computer Engineering Dept
    Authors: Iosifidis, Petros-Konstantinos
    Thesis advisor: Tsiknakis, Emmanouil; Koumakis, Eleftherios
    Publication Date: 2022-11-01
    The present work outlines core aspects of machine learning in the fields of radiomics, genomics, transcriptomics and radiogenomics. More specifically, it’s attempting through the usage of multi-type data (including medical ...

  • Ontology-based search engine with speech recognition.

    T.E.I. of Crete, School of Engineering (STEF), Department of Informatics Engineering
    Authors: Kyriakakis, Alexandros
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2019-03-12
    Searching for data throughout the internet is not always an easy task. The reason for that is that the internet is flooded with data and the most common searching techniques often fail to provide the best possible results ...

  • Pathway analysis for ChIP-seq data.

    T.E.I. of Crete, School of Engineering (STEF), PPS in Informatics and Multimedia
    Authors: Atsalaki, Xanthoula
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2018-01-22
    With the completion of the human genome sequence, attention turned to identifying and annotating its functional DNA elements and the interactions among them through different phenotypes. Epigenetics is a field of biology ...

  • Platform for economical digital recording and management of the clinical ethnographic interview (eCENI) via mobile device: implementation of body and social network map.

    Η.Μ.U, School of Engineering (ScENG), Electrical and Computer Engineering Dept
    Authors: Iatrakis, Georgios
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2023-11-15
    Gender-based violence is nowadays a rapidly growing phenomenon. Even long after the experience of violence has passed, victims still face and experience physical injuries, psychological trauma, and social and cultural ...

  • A set of mechanisms to collect, display and analyze quality metrics of research objects as a method to augment reproducibility and openness in bioinformatics research.

    H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
    Authors: Pityanou, Konstantina
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2022-10-21
    Open and community-responsive tool repositories and Workflow Management Systems aid in the automation and repeatability of large-scale data analysis. However, such repositories do not include evaluation methods on those ...

  • Signal processing methods for the estimation of physiological parameters from optical recordings.

    T.E.I. of Crete, School of Engineering (STEF), PPS in Informatics and Multimedia
    Authors: Christinaki, Eirini
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2017-01-16
    Monitoring of physiological signals of an individual via remote and contactless means is an important scientific challenge, whose resolution will enable the development of novel, non-intrusive mHealth and wellness-management ...

  • Type 1 diabetes hypoglycemia prediction based on continuous glucose monitoring and heart rate.

    H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
    Authors: Tsichlaki, Styliani
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2022-01-14
    Hypoglycemia is a condition that arises when blood glucose levels decrease below 60 mg/dL. This incident can occur due to a variety of causes, such as taking additional doses of insulin, skipping meals, or over-exercising. ...

  • Wellness management and positive psychology app for smartphone platforms.

    T.E.I. of Crete, School of Engineering (STEF), PPS in Informatics and Multimedia
    Authors: Strataki, Evangelia
    Thesis advisor: Akoumianakis, Dimosthenis; Kalaitzaki, Argyroula; Tsiknakis, Emmanouil
    Publication Date: 2017-09-12
    This thesis describes the development of an Android application called “BeHappier”. The objective of the “BeHappier” app is to help individuals to improve their well-being and increase their life satisfaction. The “BeHappier” ...

  • Android application for monitoring sleep patterns.

    T.E.I. of Crete, School of Engineering (STEF), Department of Informatics Engineering
    Authors: Aivaliotis, Anastasios
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2019-05-13
    The thesis aims to develop a mobile application capable to identify sleep stages. This application was developed using Android Studio and can be installed on Android devices. During sleep the user wears a device that can ...

  • Human activity recognition using smartphones.

    T.E.I. of Crete, School of Engineering (STEF), PPS in Informatics and Multimedia
    Authors: Malliotakis, Theodoros
    Thesis advisor: Tsiknakis, Emmanouil
    Publication Date: 2017-02-20
    Many countries are facing an increasing elderly population. Consistently low birth rates and higher life expectancy is transforming the shape of the EU-28’s age pyramid; probably the most important change will be the marked ...