Wissenschaftsschwerpunkt der

Nico Hochgeschwender
Prof. Nico Hochgeschwender

Weitere Informationen:

Google Scholar Profile

Methods:

  • Model-based engineering Experimental robotics
  • Performance evaluation and benchmarking
  • Empirical methods

Projects:

Publikationen
2023 // conference-paper

Domain-specific languages for kinematic chains and their solver algorithms: lessons learned for composable models

IEEE International Conference on Robotics and Automation, ICRA 2023, London, UK, May 29 - June 2, 2023

Sven Schneider and Nico Hochgeschwender and Herman Bruyninckx
DOI: 10.1109/ICRA48891.2023.10160474

2023 // conference-paper

Analysing the Safety and Security of a UV-C Disinfection Robot

IEEE International Conference on Robotics and Automation, ICRA 2023, London, UK, May 29 - June 2, 2023

Desiana Nurchalifah and Sebastian Blumenthal and Luigi Lo Iacono and Nico Hochgeschwender
DOI: 10.1109/ICRA48891.2023.10160527

2023 // conference-paper

Automated Testing of Standard Conformance for Robots

19th IEEE International Conference on Automation Science and Engineering, CASE 2023, Auckland, New Zealand, August 26-30, 2023

Salman Omar Sohail and Sven Schneider and Nico Hochgeschwender
DOI: 10.1109/CASE56687.2023.10260447

2023 // conference-paper

An Analysis of Behaviour-Driven Requirement Specification for Robotic Competitions

5th IEEE/ACM International Workshop on Robotics Software Engineering, RoSE@ICSE 2023, Melbourne, Australia, May 15, 2023

Minh Nguyen and Nico Hochgeschwender and Sebastian Wrede
DOI: 10.1109/ROSE59155.2023.00008

2022 // conference-paper

Maximum Likelihood Uncertainty Estimation: Robustness to Outliers

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), Virtual, February, 2022

Deebul S. Nair and Nico Hochgeschwender and Miguel A. Olivares-Méndez; Gabriel Pedroza and José Hernández-Orallo and Xin Cynthia Chen and Xiaowei Huang and Huáscar Espinoza and Mauricio Castillo-Effen and John A. McDermid and Richard Mallah and Seán Ó hÉigeartaigh
DOI:

2022 // conference-paper

Testing Service Robots in the Field: An Experience Report

IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2022, Kyoto, Japan, October 23-27, 2022

Argentina Ortega and Nico Hochgeschwender and Thorsten Berger
DOI: 10.1109/IROS47612.2022.9981789

2022 // journal-article

Maximum Likelihood Uncertainty Estimation: Robustness to Outliers

CoRR

Deebul S. Nair and Nico Hochgeschwender and Miguel A. Olivares-Méndez
DOI:

2022 // conference-paper

From Zero to Hero: Generating Training Data for Question-To-Cypher Models

2022 IEEE/ACM 1st International Workshop on Natural Language-Based Software Engineering (NLBSE 2022), Co-located with ICSE 2022, Pittsburgh, PA, USA, May 8, 2022

Dominik Opitz and Nico Hochgeschwender; Andrea Di Sorbo and Sebastiano Panichella
DOI: 10.1145/3528588.3528655

2021 // journal-article

Property-Based Testing in Simulation for Verifying Robot Action Execution in Tabletop Manipulation

CoRR

Salman Omar Sohail and Alex Mitrevski and Nico Hochgeschwender and Paul G. Plöger
DOI:

2021 // conference-paper

Benchmarking Robots by Inducing Failures in Competition Scenarios

Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. AI, Product and Service - 12th International Conference, DHM 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24-29, 2021, Proceedings, Part II

Santosh Thoduka and Nico Hochgeschwender; Vincent G. Duffy
DOI: 10.1007/978-3-030-77820-0\_20

2021 // conference-paper

Specifying QoS Requirements and Capabilities for Component-Based Robot Software

3rd IEEE/ACM International Workshop on Robotics Software Engineering, RoSE@ICSE 2021, Madrid, Spain, June 2, 2021

Samuel Parra and Sven Schneider and Nico Hochgeschwender
DOI: 10.1109/ROSE52553.2021.00012

2021 // journal-article

A qualitative study of Machine Learning practices and engineering challenges in Earth Observation

it Inf. Technol.

Sophie F. Jentzsch and Nico Hochgeschwender
DOI: 10.1515/ITIT-2020-0045

2021 // conference-paper

Grammar-Constrained Neural Semantic Parsing with LR Parsers

Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021

Artur Baranowski and Nico Hochgeschwender; Chengqing Zong and Fei Xia and Wenjie Li and Roberto Navigli
DOI: 10.18653/V1/2021.FINDINGS-ACL.108

2021 // conference-paper

Property-Based Testing in Simulation for Verifying Robot Action Execution in Tabletop Manipulation

10th European Conference on Mobile Robots, ECMR 2021, Bonn, Germany, August 31 - Sept. 3, 2021

Salman Omar Sohail and Alex Mitrevski and Nico Hochgeschwender and Paul G. Plöger; Sven Behnke and Emanuele Menegatti and Chris McCool
DOI: 10.1109/ECMR50962.2021.9568837

2020 // journal-article

Evaluating Uncertainty Estimation Methods on 3D Semantic Segmentation of Point Clouds

CoRR

Swaroop Bhandary K and Nico Hochgeschwender and Paul Plöger and Frank Kirchner and Matias Valdenegro-Toro
DOI:

2019 // conference-paper

Adopting conversational interfaces for exploring OSGi-based software architectures in augmented reality

Proceedings of the 1st International Workshop on Bots in Software Engineering, BotSE@ICSE 2019, Montreal, QC, Canada, May 28, 2019

Peter Seipel and Adrian Stock and Sivasurya Santhanam and Artur Baranowski and Nico Hochgeschwender and Andreas Schreiber; Emad Shihab and Stefan Wagner
DOI: 10.1109/BOTSE.2019.00013

2019 // conference-paper

Don't Forget Your Roots! Using Provenance Data for Transparent and Explainable Development of Machine Learning Models

34th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASE Workshops 2019, San Diego, CA, USA, November 11-15, 2019

Sophie F. Jentzsch and Nico Hochgeschwender
DOI: 10.1109/ASEW.2019.00025

2019 // conference-paper

Explore Convolutional Neural Networks in Virtual Reality

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2019, San Diego, CA, USA, December 9-11, 2019

Nadine Meissler and Annika Wohlan and Nico Hochgeschwender and Andreas Schreiber
DOI: 10.1109/AIVR46125.2019.00056

2019 // conference-paper

Speak to your Software Visualization - Exploring Component-Based Software Architectures in Augmented Reality with a Conversational Interface

2019 Working Conference on Software Visualization, VISSOFT 2019, Cleveland, OH, USA, September 30 - October 1, 2019

Peter Seipel and Adrian Stock and Sivasurya Santhanam and Artur Baranowski and Nico Hochgeschwender and Andreas Schreiber
DOI: 10.1109/VISSOFT.2019.00017

2019 // conference-paper

Conversational Interfaces for Explainable AI: A Human-Centred Approach

Explainable, Transparent Autonomous Agents and Multi-Agent Systems - First International Workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13-14, 2019, Revised Selected Papers

Sophie F. Jentzsch and Sviatlana Höhn and Nico Hochgeschwender; Davide Calvaresi and Amro Najjar and Michael Schumacher and Kary Främling
DOI: 10.1007/978-3-030-30391-4\_5

2019 // conference-paper

Visualizing Convolutional Neural Networks with Virtual Reality

25th ACM Symposium on Virtual Reality Software and Technology, VRST 2019, Parramatta, NSW, Australia, November 12-15, 2019

Annika Wohlan and Nico Hochgeschwender and Nadine Meissler; Tomas Trescak and Simeon Simoff and Deborah Richards and Anton Bogdanovych and Thierry Duval and Torsten W. Kuhlen and Huyen Nguyen and Shigeo Morishima and Yuichi Itoh and Richard Skarbez and Martin Masek
DOI: 10.1145/3359996.3364817

2019 // conference-paper

Adaptive Deployment of Safety Monitors for Autonomous Systems

Computer Safety, Reliability, and Security - SAFECOMP 2019 Workshops, ASSURE, DECSoS, SASSUR, STRIVE, and WAISE, Turku, Finland, September 10, 2019, Proceedings

Nico Hochgeschwender; Alexander B. Romanovsky and Elena Troubitsyna and Ilir Gashi and Erwin Schoitsch and Friedemann Bitsch
DOI: 10.1007/978-3-030-26250-1\_28

2019 // conference-paper

Using Visualization of Convolutional Neural Networks in Virtual Reality for Machine Learning Newcomers

2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2019, San Diego, CA, USA, December 9-11, 2019

Nadine Meissler and Annika Wohlan and Nico Hochgeschwender and Andreas Schreiber
DOI: 10.1109/AIVR46125.2019.00031

2019 // conference-paper

Arguing Security of Autonomous Robots

2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019, Macau, SAR, China, November 3-8, 2019

Nico Hochgeschwender and Gary Cornelius and Holger Voos
DOI: 10.1109/IROS40897.2019.8967670

2019 // journal-article

Report on the 2nd International Workshop on Robotics Software Engineering (RoSE'19)

ACM SIGSOFT Softw. Eng. Notes

Federico Ciccozzi and Nico Hochgeschwender and Ivano Malavolta and Andreas Wortmann
DOI: 10.1145/3356773.3356804