A systematic approach to quantify the uncertainty propagaterd during the characterization of tephra deposits

A hybrid model for activity recognition and uncertainty handling

Gaussian mixture modelling - Unsupervised learning

Bayesian dessert for Lasagne

Belief functions theory (Dempster-Shafer theory) implementation in C++

Optimal Map classification with uncertainty information

My implementation of the paper "Simple and Scalable Predictive Uncertainty estimation using Deep Ensembles"

Stochastic Uncertainty Estimator to simulate the uncertainty in a given mathematical relationship.

Implementation and evaluation of different approaches to get uncertainty in neural networks

[TPAMI-2018] A C++ framework for training/testing Support Vector Machine with Gaussian Sample Uncertainty (SVM-GSU).

Uncertainty visualisation in maps: Display measurement value and error simultaneously with Python/matplotlib

Artificial Intelligence Course - Summaries, Exams, Minitests and Comic Sans

Simulation Uncertainty Quantification Querying

This data is related to a study on how sound can be used to convey information about data uncertainty in an intuitive way. To answer the research question How intuitive are sound dimensions to communicate uncertainty?, we carry out a cognitive experiment, where participants were asked to interpret the certainty/uncertainty level in two sounds A …

NephroDoctor: A simple Medical Expert System written in Prolog

A simple temporal and spatial uncertainty visualisation library built ontop of d3.js.

PhD Paper 2: Uncertainty Analysis of At-site Flood Frequency Analysis for South African Flow Monitoring Stations

Multi Task Learning Implementation with Homoscedastic Uncertainty in Tensorflow

Clustering algorithms for uncertain data

Density Forests for Uncertainty, SIE Master Project, EPFL, Spring Semester 2018