Fredrik Heintz

Fredrik Heintz

Linköpings Universitet

H-index: 27

Europe-Sweden

About Fredrik Heintz

Fredrik Heintz, With an exceptional h-index of 27 and a recent h-index of 21 (since 2020), a distinguished researcher at Linköpings Universitet, specializes in the field of Artificial intelligence, Trustworthy AI, autonomous systems, multi agent systems, computational thinking.

His recent articles reflect a diverse array of research interests and contributions to the field:

AITA: AI trustworthiness assessment: AAAI spring symposium 2023

Introducing Programming and Computational Thinking in Grades 1–9

Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks

In search of artificial intelligence (AI) literacy in Teacher Education: A scoping review

Behind the scenes of co-designing AI and LA in K-12 education

Chasing artificial intelligence in shared socioeconomic pathways

Model-Based Multi-Objective Reinforcement Learning with Dynamic Utility Functions

Hierarchical goals contextualize local reward decomposition explanations

Fredrik Heintz Information

University

Position

Associate Professor of Computer Science

Citations(all)

3756

Citations(since 2020)

2426

Cited By

1713

hIndex(all)

27

hIndex(since 2020)

21

i10Index(all)

67

i10Index(since 2020)

45

Email

University Profile Page

Linköpings Universitet

Google Scholar

View Google Scholar Profile

Fredrik Heintz Skills & Research Interests

Artificial intelligence

Trustworthy AI

autonomous systems

multi agent systems

computational thinking

Top articles of Fredrik Heintz

Title

Journal

Author(s)

Publication Date

AITA: AI trustworthiness assessment: AAAI spring symposium 2023

AI and Ethics

Bertrand Braunschweig

Stefan Buijsman

Faïcel Chamroukhi

Fredrik Heintz

Foutse Khomh

...

2024/1/3

Introducing Programming and Computational Thinking in Grades 1–9

Programming and Computational Thinking in Technology Education

Linda Mannila

Fredrik Heintz

2024

Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks

Journal of Artificial Intelligence Research

Resmi Ramachandranpillai

Md Fahim Sikder

David Bergström

Fredrik Heintz

2024/4/25

In search of artificial intelligence (AI) literacy in Teacher Education: A scoping review

Katarina Sperling

Carl-Johan Stenberg

Cormac McGrath

Anna Åkerfeldt

Fredrik Heintz

...

2024/3/15

Behind the scenes of co-designing AI and LA in K-12 education

Postdigital Science and Education

Katarina Sperling

Linnéa Stenliden

Jörgen Nissen

Fredrik Heintz

2024/3

Chasing artificial intelligence in shared socioeconomic pathways

One Earth

Henrik Carlsen

Björn Nykvist

Somya Joshi

Fredrik Heintz

2024/1/19

Model-Based Multi-Objective Reinforcement Learning with Dynamic Utility Functions

Johan Källström

Fredrik Heintz

2023

Hierarchical goals contextualize local reward decomposition explanations

Neural Computing and Applications

Finn Rietz

Sven Magg

Fredrik Heintz

Todor Stoyanov

Stefan Wermter

...

2023/8

The wasp-ed AI curriculum: A holistic curriculum for artificial intelligence

Helena Lindgren

Fredrik Heintz

2023

A Brief Guide to Multi-Objective Reinforcement Learning and Planning

Conor F Hayes

Roxana Rădulescu

Eugenio Bargiacchi

Johan Kallstrom

Matthew Macfarlane

...

2023/5/30

Transfusion: Generating long, high fidelity time series using diffusion models with transformers

arXiv preprint arXiv:2307.12667

Md Fahim Sikder

Resmi Ramachandranpillai

Fredrik Heintz

2023/7/24

FairXAI-A Taxonomy and Framework for Fairness and Explainability Synergy in Machine Learning

Authorea Preprints

Resmi Ramachandranpillai

Ricardo Baeza-Yates

Fredrik Heintz

2023/12/7

Cognitive Robotics (Dagstuhl Seminar 22391)

Fredrik Heintz

Gerhard Lakemeyer

Sheila McIlraith

2023

On-Demand Multi-Agent Basket Picking for Shopping Stores

Mattias Tiger

David Bergström

Simon Wijk Stranius

Evelina Holmgren

Daniel de Leng

...

2023/5/29

Model-Based Actor-Critic for Multi-Objective Reinforcement Learning with Dynamic Utility Functions

Johan Källström

Fredrik Heintz

2023/5/30

Four facets of AI transparency

Stefan Larsson

Kashyap Haresamudram

Charlotte Högberg

Yucong Lao

Axel Nyström

...

2023/11

Three levels of AI transparency

Computer

Kashyap Haresamudram

Stefan Larsson

Fredrik Heintz

2023/2/10

Scalar Reward is Not Enough

Peter Vamplew

Benjamin J Smith

Johan Källström

Gabriel Ramos

Roxana Rădulescu

...

2023/5/30

Autonomous 3D Exploration in Large-Scale Environments with Dynamic Obstacles

arXiv preprint arXiv:2310.17977

Emil Wiman

Ludvig Widén

Mattias Tiger

Fredrik Heintz

2023/10/27

Fair Latent Deep Generative Models (FLDGMs) for Syntax-Agnostic and Fair Synthetic Data Generation

Resmi Ramachandranpillai

Md Fahim Sikder

Fredrik Heintz

2023

See List of Professors in Fredrik Heintz University(Linköpings Universitet)

Co-Authors

H-index: 47
Bjorn Regnell

Bjorn Regnell

Lunds Universitet

H-index: 40
Patrick Doherty

Patrick Doherty

Linköpings Universitet

H-index: 32
Erik Frisk

Erik Frisk

Linköpings Universitet

H-index: 29
Peter Vamplew

Peter Vamplew

Federation University Australia

H-index: 24
Jonas Kvarnström

Jonas Kvarnström

Linköpings Universitet

H-index: 24
Mattias Krysander

Mattias Krysander

Linköpings Universitet

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