human-centered-data-science

This repository contains the collection of Cognitive Science computation modeling projects made for the DTU Human-Centered AI course 02458: Cognitive Modeling

Capture fundamentals around ethics of AI, responsible AI from principle, process, standards, guidelines, ecosystem, regulation/risk standpoint.

Code and data for "Classification Under Human Assistance", AAAI 2021.

Code and data for "Regression under human assistance", AAAI 2020

An experimental project that examines whether interactivity can augment people's understanding of machine learning models through model cards

Data 512 Assignment - Data Curation

Assignment repository for DATA 512: Final Project

A visual analytics study based on 3D surface plots that jointly encode sugar intake dose, temporal evolution, and glucose response magnitude to characterize free-living postprandial interstitial glucose responses.

Goal Analyze the factors that influence medical expenses including age, BMI, sex, smoking status, region, and number of children. Which factor has the greatest positive correlation with medical charges?

The Human-Centered AI Master’s Programme (HCAIM) is geared toward training professionals to become social value-oriented AI architects. These AI architects pay special attention to the responsible application of artificial intelligence.

Final project for I310D: Introduction to Human-Centered Data Science.

Assignment repository for DATA 512: Bias in Data