NataliaDiaz/Docencia-UGR

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NataliaDiaz/Docencia-UGR

NataliaDiaz

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Introductory PyTorch Tutorial

Egoshots

A 2 month Ego-vision Dataset with Autographer Wearable Camera and 2 users

XAI-tutorial

A comprehensive set of colab notebooks to showcase the principal differences among XAI techniques

Jupyter Notebook

IN_104-Projet-Informatique

This is the website of the Computer Science Project course on Genetic Algorithms

PostersAndPresentations

My Academic Posters and Presentations

wave-simulator

Blender wave and sea state simulator for ship state motion estimation

DataScienceGym

Data science and machine learning for solving every-day industry problems

Jupyter Notebook

ActivityRecognitionPSL

Human activity recognition with Probabilistic Soft Logic

IntroToAI

Course Introduction to Artificial Intelligence

HumanActivityRecognitionFuzzyDescriptionLogics

My PhD project, Human Activity Modelling and Recognition with a fuzzy ontology (Validation with CAD-120 Dataset)

Web Ontology Language

Ontologies

A set of created ontologies for human activity modelling and lifestyle profiling

anomaly-detection-inverted-pca

UnifyID Fellowship project - Anomaly detection with inverted PCA

Jupyter Notebook

RemoteRehabilitationKinect

Remote Rehabilitation application for exercise tracking for knee and hip abduction at home with Kinect

AccessControlOntology

Web Ontology Language

SmartDosing

Medication tracking mobile application for nursing staff at hospital wards. Partners: Abo Akademi University (IT Dept.) and University of Turku (Nursing Sciences Dept), Finland

FuzzyOntologyActivityRecognitionScalability

Experiment evaluating precision, recall, accuracy and inference times for a newly developed fuzzy ontology for human activity recognition.

toDelete

leishmaniosis

Detecting gender and types of flebotomus for leishmaniosis disease diagnosis

rrr-xai

Right for the Right Reasons EXplainable Artificial Intelligence

disentanglement-metric-score

An implementation of the disentanglement metric score in "beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework Irina Higgins, Loic Matthey, Arka Pal, Christopher Burgess, Xavier Glorot, Matthew Botvinick, Shakir Mohamed, Alexander Lerchner, 2017"

Promoter-EnhancerDNARegionClassification

Binary classification problem for DNA region strings

deep-learning-colabs

Deep RL, CL, everything worth sharing/learning from

Jupyter Notebook