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:

Ökosystem

Publikationen
Jan 2025 // journal-article

Semantic composition of robotic solver algorithms on graph structures

Frontiers in Robotics and AI

Sven Schneider; Nico Hochgeschwender; Herman Bruyninckx

Sep 2024 // journal-article

Future Directions in Software Engineering for Autonomous Robots: An Agenda for Trustworthiness [Opinion]

IEEE Robotics & Automation Magazine

Davide Brugali; Ana Cavalcanti; Nico Hochgeschwender; Patrizio Pelliccione; Luciana Rebelo

Aug 2024 // conference-paper

Embodied Runtime Monitoring of Learning-enabled Robot Perception Components

2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)

Deebul Nair; Sathwik Panchangam; Miguel A. Olivares-Mendez; Nico Hochgeschwender

Aug 2024 // journal-article

Composable and executable scenarios for simulation-based testing of mobile robots

Frontiers in Robotics and AI

Argentina Ortega; Samuel Parra; Sven Schneider; Nico Hochgeschwender

May 2024 // conference-paper

A Multimodal Handover Failure Detection Dataset and Baselines

2024 IEEE International Conference on Robotics and Automation (ICRA)

Santosh Thoduka; Nico Hochgeschwender; Juergen Gall; Paul G. Plöger

2024 // book-chapter

Trust in Robot Benchmarking and Benchmarking for Trustworthy Robots

Studies in Computational Intelligence

Santosh Thoduka; Deebul Nair; Praminda Caleb-Solly; Mauro Dragone; Filippo Cavallo; Nico Hochgeschwender

2024 // book-chapter

b-it-bots: Winners of RoboCup@Work 2023

Lecture Notes in Computer Science

Gokul Chenchani; Kevin Patel; Ravisankar Selvaraju; Shubham Shinde; Vamsi Kalagaturu; Vivek Mannava; Deebul Nair; Iman Awaad; Mohammad Wasil; Santosh Thoduka; Sven Schneider; Nico Hochgeschwender; Paul G. Plöger

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

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

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

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

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

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

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:

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

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 // 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

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

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 // 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:

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

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

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

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