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Haute Ecole de Gestion & Tourisme

Understanding Mobility in Disaster Scenarios for Emergency Communications Design

Thompson, Dylan ; Bocchi, Yann (Dir.)

Mémoire de bachelor : Haute Ecole de Gestion & Tourisme, 2021.

The goal of this work was to identify the demand for communication as well as key features of user distribution and movement in the event of a disaster using social media data. This thesis has multiple planned stages. We conducted a preliminary research phase during which we analyzed the different aspects of disasters and natural disaster management as well as the data sources used in the...

Haute Ecole de Gestion & Tourisme

Cohort and Trajectory Analysis in Multi-Agent Support Systems for Cancer Survivors

Pocklington, Benjamin ; Schumacher, Michael M. (Dir.)

Mémoire de bachelor : Haute Ecole de Gestion & Tourisme, 2021.

Cancer is an illness that affects millions every year, leaving many individuals and families suffering both physically and mentally. As more efficient and more advanced treatments emerge, there are more families left dealing with difficult situations where there are many uncertainties about the future. This study aims to determine if it is possible to create a proof-of-concept chat ...

Haute Ecole de Gestion & Tourisme

IT Infrastructure Automation

Bruchez, Jonas ; Barmaz, Xavier (Dir.)

Mémoire de bachelor : Haute Ecole de Gestion & Tourisme, 2021.

The purpose of this document is to define the state of the art regarding information technology infrastructure automation. Nowadays, companies need a way to automate their infrastructure to reduce their expenses and avoid wasting time. System administrators could then work with more efficiency and focus on solving challenges in the company that actually require human intervention. An overview...

Haute Ecole de Gestion & Tourisme

Data mining in Bioprocesses – Knowledge discovery in databases (IIG part)

Artero, Christopher ; Schumann, René (Dir.)

Mémoire de bachelor : Haute Ecole de Gestion & Tourisme, 2021.

The purpose of this thesis is to create clusters from historical data with and without domain knowledge. The method used to cluster the data with domain knowledge is a pattern matching sequence and the method done without domain knowledge is a clustering algorithm that will be defined later. The data had to be retrieved from four old databases, then prepared to be clustered. A...

Haute Ecole de Gestion & Tourisme

Interactive web interface for the configuration of imaging and patient data anonymization

Viriot, Audrey ; Depeursinge, Adrien (Dir.)

Mémoire de bachelor : Haute Ecole de Gestion & Tourisme, 2020.

Karnak is a tool with normalization and de-identification capabilities for medical images in DICOM format. It is used in medical research in order to anonymize all information that can be sensitive. Algorithms of normalization and de-identification are under development by the Karnak team, but no user interface exists. Karnak is destined to be in a research pipeline. The purpose of this...

Haute Ecole de Gestion & Tourisme

Web-based platform for managing image biomarkers

Tran, Nghi ; Depeursinge, Adrien (Dir.)

Mémoire de bachelor : Haute Ecole de Gestion & Tourisme, 2020.

The aim of this paper is to describe the process of implementing a web-based platform to manage image biomarkers, with a focus on managing and sorting datasets for machine learning. The paper will first discuss about the emerging field of radiomics, the need for a comprehensive way to manage large datasets of image biomarkers, and the current solutions in the field. This part will be the...

Haute Ecole de Gestion & Tourisme

Interaction between a college student and the robot NAO for educational purposes

Sornette, Jaufray ; Salamin, Anne-Dominique (Dir.)

Mémoire de bachelor : Haute Ecole de Gestion & Tourisme, 2019.

This thesis, ApprentIA, is an experimental thesis. The goal was to get a hang of the humanoid robot called NAO, to test the limits of coding implementations, and try to create an interaction between NAO and a student at the university level where the robot could help the student in his studies. The first part of this document is dedicated to humanoid robots to position NAO in the world of...

Haute école de gestion de Genève

Generated suspect photo board using artificial intelligence

Manivanh, Mélanie ; Billard, David (Dir.)

Mémoire de bachelor : Haute école de gestion de Genève, 2020 ; TDIG 187.

In this thesis I will analyse different artificial neural network solutions for creating fake portraits. The final objective is to create a photo board with 1 real portrait and 8 fake ones that are indistinguishable from the real world. In order to achieve the final goal, a description of how an artificial neural network works, how to train one is going to be explained. An overview of the...