Fredrik Heintz
Orcid: 0000-0002-9595-2471
According to our database1,
Fredrik Heintz
authored at least 104 papers
between 1999 and 2024.
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Bibliography
2024
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks.
J. Artif. Intell. Res., 2024
Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation.
CoRR, 2024
Exploratory Visual Analysis for Increasing Data Readiness in Artificial Intelligence Projects.
CoRR, 2024
Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation.
CoRR, 2024
Improving Relational Database Interactions with Large Language Models: Column Descriptions and Their Impact on Text-to-SQL Performance.
CoRR, 2024
CoRR, 2024
Proceedings of the 31st International Symposium on Temporal Representation and Reasoning, 2024
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability.
Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024
2023
Neural Comput. Appl., August, 2023
TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transformers.
CoRR, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the Joint Proceedings of Ongoing Research, 2023
Fair Latent Deep Generative Models (FLDGMs) for Syntax-Agnostic and Fair Synthetic Data Generation.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Model-Based Actor-Critic for Multi-Objective Reinforcement Learning with Dynamic Utility Functions.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
Digit. Soc., September, 2022
Auton. Agents Multi Agent Syst., 2022
Auton. Agents Multi Agent Syst., 2022
Coverage Path Planning in Large-scale Multi-floor Urban Environments with Applications to Autonomous Road Sweeping.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Proceedings of the IEEE Frontiers in Education Conference, 2022
Proceedings of the IEEE Frontiers in Education Conference, 2022
Proceedings of the IEEE Frontiers in Education Conference, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
2021
IEEE Robotics Autom. Lett., 2021
Künstliche Intell., 2021
Anytime Heuristic and Monte Carlo Methods for Large-Scale Simultaneous Coalition Structure Generation and Assignment.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Int. J. Approx. Reason., 2020
An anytime algorithm for optimal simultaneous coalition structure generation and assignment.
Auton. Agents Multi Agent Syst., 2020
Proceedings of the WiPSCE '20: Workshop in Primary and Secondary Computing Education, 2020
Towards Utilitarian Combinatorial Assignment with Deep Neural Networks and Heuristic Algorithms.
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020
Agent Coordination in Air Combat Simulation using Multi-Agent Deep Reinforcement Learning.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Hybrid Dynamic Programming for Simultaneous Coalition Structure Generation and Assignment.
Proceedings of the PRIMA 2020: Principles and Practice of Multi-Agent Systems, 2020
2019
IEEE Robotics Autom. Lett., 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Computational thinking for all: an experience report on scaling up teaching computational thinking to all students in a major city in Sweden.
Inroads, 2018
Proceedings of the PRIMA 2018: Principles and Practice of Multi-Agent Systems - 21st International Conference, Tokyo, Japan, October 29, 2018
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference, 2018
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
2017
Proceedings of the PRIMA 2017: Principles and Practice of Multi-Agent Systems - 20th International Conference, Nice, France, October 30, 2017
Proceedings of the Informatics in Schools: Focus on Learning Programming, 2017
Towards adaptive semantic subscriptions for stream reasoning in the robot operating system.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
2016
J. Field Robotics, 2016
J. Field Robotics, 2016
Proceedings of the 23rd International Symposium on Temporal Representation and Reasoning, 2016
DyKnow: A dynamically reconfigurable stream reasoning framework as an extension to the robot operating system.
Proceedings of the 2016 IEEE International Conference on Simulation, 2016
Supporting Active Learning by Introducing an Interactive Teaching Tool in a Data Structures and Algorithms Course.
Proceedings of the 47th ACM Technical Symposium on Computing Science Education, 2016
Competition and Feedback through Automated Assessment in a Data Structures and Algorithms Course.
Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education, 2016
A review of models for introducing computational thinking, computer science and computing in K-12 education.
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016
Qualitative Spatio-Temporal Stream Reasoning with Unobservable Intertemporal Spatial Relations Using Landmarks.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Towards Unsupervised Learning, Classification and Prediction of Activities in a Stream-Based Framework.
Proceedings of the Thirteenth Scandinavian Conference on Artificial Intelligence, 2015
Computing at School in Sweden - Experiences from Introducing Computer Science within Existing Subjects.
Proceedings of the Informatics in Schools. Curricula, Competences, and Competitions, 2015
Proceedings of the Joint Ontology Workshops 2015 Episode 1: The Argentine Winter of Ontology co-located with the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), 2015
Proceedings of the 18th International Conference on Information Fusion, 2015
Model-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Towards Learning and Classifying Spatio-Temporal Activities in a Stream Processing Framework.
Proceedings of the STAIRS 2014, 2014
The design of Sweden's first 5-year computer science and software engineering program.
Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014
Proceedings of the 17th International Conference on Information Fusion, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
2013
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Proceedings of the 16th International Conference on Information Fusion, 2013
2012
Proceedings of the 15th International Conference on Information Fusion, 2012
2011
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011
2010
Bridging the sense-reasoning gap: DyKnow - Stream-based middleware for knowledge processing.
Adv. Eng. Informatics, 2010
Proceedings of the Principles and Practice of Multi-Agent Systems, 2010
Proceedings of the Principles and Practice of Multi-Agent Systems, 2010
Proceedings of the 11th International Conference on Control, 2010
Proceedings of the ECAI 2010, 2010
Proceedings of the Cognitive Robotics, 21.02. - 26.02.2010, 2010
Proceedings of the Cognitive Robotics, 21.02. - 26.02.2010, 2010
Proceedings of the Agent-Oriented Software Engineering XI - 11th International Workshop, 2010
Proceedings of the Embedded Reasoning, 2010
2009
A temporal logic-based planning and execution monitoring framework for unmanned aircraft systems.
Auton. Agents Multi Agent Syst., 2009
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009
2008
Proceedings of the 11th International Conference on Information Fusion, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, 2008
2007
Bridging the Sense-Reasoning Gap Using DyKnow: A Knowledge Processing Middleware Framework.
Proceedings of the KI 2007: Advances in Artificial Intelligence, 2007
Proceedings of the 10th International Conference on Information Fusion, 2007
2006
A knowledge processing middleware framework and its relation to the JDL data fusion model.
J. Intell. Fuzzy Syst., 2006
2004
J. Intell. Fuzzy Syst., 2004
DyKnow: A Framework for Processing Dynamic Knowledge and Object Structures in Autonomous Systems.
Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004
Proceedings of the Distributed Autonomous Robotic Systems 6, 2004
2001
Using Simulated RoboCup to Teach AI in Undergraduate Education.
Proceedings of the SCAI'01, 2001
2000
Proceedings of the RoboCup 2000: Robot Soccer World Cup IV, 2000
Proceedings of the RoboCup 2000: Robot Soccer World Cup IV, 2000
1999