Erik Schaffernicht

Orcid: 0000-0002-0804-8637

According to our database1, Erik Schaffernicht authored at least 49 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
LaCE-LHMP: Airflow Modelling-Inspired Long-Term Human Motion Prediction By Enhancing Laminar Characteristics in Human Flow.
CoRR, 2024

2023
Survey of maps of dynamics for mobile robots.
Int. J. Robotics Res., September, 2023

Learning Behavior Trees From Planning Experts Using Decision Tree and Logic Factorization.
IEEE Robotics Autom. Lett., June, 2023

Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning.
CoRR, 2023

2022
A Stack-of-Tasks Approach Combined With Behavior Trees: A New Framework for Robot Control.
IEEE Robotics Autom. Lett., 2022

Heterogeneous Full-body Control of a Mobile Manipulator with Behavior Trees.
CoRR, 2022

Towards Task-Prioritized Policy Composition.
CoRR, 2022

Learning from the Past: Sequential Deep Learning for Gas Distribution Mapping.
Proceedings of the ROBOT 2022: Fifth Iberian Robotics Conference, 2022

Super-Resolution for Gas Distribution Mapping: Convolutional Encoder-Decoder Network.
Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

Towards Gas Identification in Unknown Mixtures Using an Electronic Nose with One-Class Learning.
Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

2021
Sniffing out fugitive methane emissions: autonomous remote gas inspection with a mobile robot.
Int. J. Robotics Res., 2021

Using Redundancy in a Sensor Network to Compensate Sensor Failures.
Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

2019
Towards Gas Discrimination and Mapping in Emergency Response Scenarios Using a Mobile Robot with an Electronic Nose.
Sensors, 2019

Semi-supervised Gas Detection Using an Ensemble of One-class Classifiers.
Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2019

2018
Data-driven Conceptual Spaces: Creating Semantic Representations For Linguistic Descriptions Of Numerical Data.
J. Artif. Intell. Res., 2018

A Next-Best-Smell Approach for Remote Gas Detection with a Mobile Robot.
CoRR, 2018

Safe- to-Explore State Spaces: Ensuring Safe Exploration in Policy Search with Hierarchical Task Optimization.
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018

An Elephant in the Dark: Creating Semantic Representations of Perceived Data with Conceptual Spaces.
Proceedings of the 6th International Workshop on Artificial Intelligence and Cognition, 2018

2017
Compressed Voxel-Based Mapping Using Unsupervised Learning.
Robotics, 2017

Enabling Flow Awareness for Mobile Robots in Partially Observable Environments.
IEEE Robotics Autom. Lett., 2017

Probabilistic Air Flow Modelling Using Turbulent and Laminar Characteristics for Ground and Aerial Robots.
IEEE Robotics Autom. Lett., 2017

Mobile robot multi-sensor unit for unsupervised gas discrimination in uncontrolled environments.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

Mobile robots for learning spatio-temporal interpolation models in sensor networks - The Echo State map approach.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

2016
An Eigenshapes Approach to Compressed Signed Distance Fields and Their Utility in Robot Mapping.
CoRR, 2016

Inferring human body posture information from reflective patterns of protective work garments.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Towards occupational health improvement in foundries through dense dust and pollution monitoring using a complementary approach with mobile and stationary sensing nodes.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Unsupervised gas discrimination in uncontrolled environments by exploiting density peaks.
Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

The right direction to smell: Efficient sensor planning strategies for robot assisted gas tomography.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
Global Coverage Measurement Planning Strategies for Mobile Robots Equipped with a Remote Gas Sensor.
Sensors, 2015

Support relation analysis and decision making for safe robotic manipulation tasks.
Robotics Auton. Syst., 2015

Efficient measurement planning for remote gas sensing with mobile robots.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

2014
Combining Non Selective Gas Sensors on a Mobile Robot for Identification and Mapping of Multiple Chemical Compounds.
Sensors, 2014

Probabilistic relational scene representation and decision making under incomplete information for robotic manipulation tasks.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Robot assisted gas tomography - Localizing methane leaks in outdoor environments.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013
TREFEX: Trend Estimation and Change Detection in the Response of MOX Gas Sensors.
Sensors, 2013

Evolutionary computation based system decomposition with neural networks.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012
Lernbeiträge im Rahmen einer kognitiven Architektur für die intelligente Prozessführung.
PhD thesis, 2012

2011
Weighted Mutual Information for Feature Selection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010
Exploring Continuous Action Spaces with Diffusion Trees for Reinforcement Learning.
Proceedings of the Artificial Neural Networks, 2010

Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration.
Proceedings of the Artificial Neural Networks, 2010

On Estimating Mutual Information for Feature Selection.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009
Machine Learning Techniques for Selforganizing Combustion Control.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Adaptive Feature Transformation for Image Data from Non-stationary Processes.
Proceedings of the Artificial Neural Networks, 2009

Forward feature selection using Residual Mutual Information.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008
Whom to talk to? Estimating user interest from movement trajectories.
Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive Communication, 2008

2007
An Efficient Search Strategy for Feature Selection Using Chow-Liu Trees.
Proceedings of the Artificial Neural Networks, 2007

Are You Still Following Me?
Proceedings of the 3rd European Conference on Mobile Robots, 2007

2006
Multi-modal sensor fusion using a probabilistic aggregation scheme for people detection and tracking.
Robotics Auton. Syst., 2006

2005
A Probabilistic Multimodal Sensor Aggregation Scheme Applied for a Mobile Robot.
Proceedings of the KI 2005: Advances in Artificial Intelligence, 2005


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