Mattias Tiger

26 papers A* 4A 3B 1C 2Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI Application Operations - A Socio-Technical Framework for Data-driven Organizations.
CoRR
Daniel Jönsson, Mattias Tiger, Stefan Ekberg, Daniel Jakobsson, Mattias Jonhede, Fredrik Vikstén
2026 A* conf
Intervention-Aware Time Series Modeling: Capturing and Evaluating Feature Dependencies.
AAAI
Ibrahim Delibasoglu, Sanjay Chakraborty, Fredrik Heintz, Mattias Tiger
2026 J jnl
Multi UAVs Preflight Planning in a Shared and Dynamic Airspace.
CoRR
Amath Sow, Mauricio Rodriguez Cesen, Fabiola Martins Campos de Oliveira, Mariusz Wzorek, Daniel de Leng, Mattias Tiger, Fredrik Heintz, Christian Esteve Rothenberg
2025 A conf
Safe Lattice Planning for Motion Planning with Dynamic Obstacles.
IROS
Emil Wiman, Mattias Tiger
2024 A* conf
Autonomous 3D Exploration in Large-Scale Environments with Dynamic Obstacles.
ICRA
Emil Wiman, Ludvig Widén, Mattias Tiger, Fredrik Heintz
2024 J jnl
Deep Temporal Deaggregation: Large-Scale Spatio-Temporal Generative Models.
CoRR
David Bergström, Mattias Tiger, Fredrik Heintz
2024 A conf
Enhancing Safety via Deep Reinforcement Learning in Trajectory Planning for Agile Flights in Unknown Environments.
IROS
Lidia Rocha, Jorge Bidinotto, Fredrik Heintz, Mattias Tiger, Kelen Vivaldini
2024 J jnl
Exploratory Visual Analysis for Increasing Data Readiness in Artificial Intelligence Projects.
CoRR
Mattias Tiger, Daniel Jakobsson, Anders Ynnerman, Fredrik Heintz, Daniel Jönsson
2023 J jnl
Autonomous 3D Exploration in Large-Scale Environments with Dynamic Obstacles.
CoRR
Emil Wiman, Ludvig Widén, Mattias Tiger, Fredrik Heintz
2023 A* conf
On-Demand Multi-Agent Basket Picking for Shopping Stores.
ICRA
Mattias Tiger, David Bergström, Simon Wijk Stranius, Evelina Holmgren, Daniel de Leng, Fredrik Heintz
2022 A* conf
Coverage Path Planning in Large-scale Multi-floor Urban Environments with Applications to Autonomous Road Sweeping.
ICRA
Daniel Engelsons, Mattias Tiger, Fredrik Heintz
2022 A conf
Learning Heuristics for Combinatorial Assignment by Optimally Solving Subproblems.
AAMAS
Fredrik Präntare, Herman Appelgren, Mattias Tiger, David Bergström, Fredrik Heintz
2022 — —
Safety-Aware Autonomous Systems: Preparing Robots for Life in the Real World.
Mattias Tiger
2021 J jnl
Enhancing Lattice-Based Motion Planning With Introspective Learning and Reasoning.
IEEE Robotics Autom. Lett.
Mattias Tiger, David Bergström, Andreas Norrstig, Fredrik Heintz
2021 J jnl
Towards Utilitarian Combinatorial Assignment with Deep Neural Networks and Heuristic Algorithms.
CoRR
Fredrik Präntare, Mattias Tiger, David Bergström, Herman Appelgren, Fredrik Heintz
2020 J jnl
Enhancing Lattice-based Motion Planning with Introspective Learning and Reasoning.
CoRR
Mattias Tiger, David Bergström, Andreas Norrstig, Fredrik Heintz
2020 J jnl
Incremental reasoning in probabilistic Signal Temporal Logic.
Int. J. Approx. Reason.
Mattias Tiger, Fredrik Heintz
2020 — conf
Towards Utilitarian Combinatorial Assignment with Deep Neural Networks and Heuristic Algorithms.
TAILOR
Fredrik Präntare, Mattias Tiger, David Bergström, Herman Appelgren, Fredrik Heintz
2019 J jnl
Efficient Autonomous Exploration Planning of Large-Scale 3-D Environments.
IEEE Robotics Autom. Lett.
Magnus Selin, Mattias Tiger, Daniel Duberg, Fredrik Heintz, Patric Jensfelt
2018 — conf
A Second Screen Journey to the Cup: Twitter Dynamics During the Stanley Cup Playoffs.
TMA
Daniel de Leng, Mattias Tiger, Mathias Almquist, Viktor Almquist, Niklas Carlsson
2018 B conf
Gaussian Process Based Motion Pattern Recognition with Sequential Local Models.
Intelligent Vehicles Symposium
Mattias Tiger, Fredrik Heintz
2018 — conf
Receding-Horizon Lattice-Based Motion Planning with Dynamic Obstacle Avoidance.
CDC
Olov Andersson, Oskar Ljungqvist, Mattias Tiger, Daniel Axehill, Fredrik Heintz
2016 C conf
Stream Reasoning Using Temporal Logic and Predictive Probabilistic State Models.
TIME
Mattias Tiger, Fredrik Heintz
2015 C conf
Online sparse Gaussian process regression for trajectory modeling.
FUSION
Mattias Tiger, Fredrik Heintz
2015 — conf
Towards Unsupervised Learning, Classification and Prediction of Activities in a Stream-Based Framework.
SCAI
Mattias Tiger, Fredrik Heintz
2014 — conf
Towards Learning and Classifying Spatio-Temporal Activities in a Stream Processing Framework.
STAIRS
Mattias Tiger, Fredrik Heintz