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Automated driving systems (ADSs) promise a safe, comfortable and efficient driving experience. However, fatalities involving vehicles equipped with ADSs are on the rise. The full potential of ADSs cannot be realized unless the robustness of…

Robotics · Computer Science 2020-04-06 Ekim Yurtsever , Jacob Lambert , Alexander Carballo , Kazuya Takeda

Robotic process automation (RPA) is a lightweight approach to automating business processes using software robots that emulate user actions at the graphical user interface level. While RPA has gained popularity for its cost-effective and…

Artificial Intelligence · Computer Science 2025-09-22 Lukas Laakmann , Seyyid A. Ciftci , Christian Janiesch

The progress in autonomous driving is also due to the increased availability of vast amounts of training data for the underlying machine learning approaches. Machine learning systems are generally known to lack robustness, e.g., if the…

Computer Vision and Pattern Recognition · Computer Science 2019-02-27 Jan-Aike Bolte , Andreas Bär , Daniel Lipinski , Tim Fingscheidt

The concept of coupling geographically distributed resources for solving large scale problems is becoming increasingly popular forming what is popularly called grid computing. Management of resources in the Grid environment becomes complex…

Distributed, Parallel, and Cluster Computing · Computer Science 2018-01-16 Arshad Ali , Ashiq Anjum , Atif Mehmood , Richard McClatchey , Ian Willers , Julian Bunn , Harvey Newman , Michael Thomas , Conrad Steenberg

In parallel with the advancement of Automated Driving (AD) functions, teleoperation has grown in popularity over recent years. By enabling remote operation of automated vehicles, teleoperation can be established as a reliable fallback…

Large Language Models (LLMs) have assisted humans in several writing tasks, including text revision and story generation. However, their effectiveness in supporting domain-specific writing, particularly in business contexts, is relatively…

Human-Computer Interaction · Computer Science 2024-07-17 Minhwa Lee , Zae Myung Kim , Vivek Khetan , Dongyeop Kang

This paper proposes a taxonomy of semantic information in robot-assisted disaster response. Robots are increasingly being used in hazardous environment industries and emergency response teams to perform various tasks. Operational…

Robotics · Computer Science 2023-02-21 Tianshu Ruan , Hao Wang , Rustam Stolkin , Manolis Chiou

Voice control in the smart home is commonplace, enabling the convenient control of smart home Internet of Things hubs, gateways and devices, along with information seeking dialogues. Cloud-based voice assistants are used to facilitate the…

Human-Computer Interaction · Computer Science 2022-10-28 Mary Hewitt , Hamish Cunningham

The possibility for humans to interact with physical or virtual systems using gestures has been vastly explored by researchers and designers in the last twenty years to provide new and intuitive interaction modalities. Unfortunately, the…

Human-Computer Interaction · Computer Science 2022-01-26 Alessandro Carfì , Fulvio Mastrogiovanni

A wide range of human-robot collaborative applications in diverse domains such as manufacturing, health care, the entertainment industry, and social interactions, require an autonomous robot to follow its human companion. Different working…

Robotics · Computer Science 2019-09-18 Md Jahidul Islam , Jungseok Hong , Junaed Sattar

Systems and functions that rely on machine learning (ML) are the basis of highly automated driving. An essential task of such ML models is to reliably detect and interpret unusual, new, and potentially dangerous situations. The detection of…

Computer Vision and Pattern Recognition · Computer Science 2021-12-10 Florian Heidecker , Jasmin Breitenstein , Kevin Rösch , Jonas Löhdefink , Maarten Bieshaar , Christoph Stiller , Tim Fingscheidt , Bernhard Sick

Multimodal classification research has been gaining popularity in many domains that collect more data from multiple sources including satellite imagery, biometrics, and medicine. However, the lack of consistent terminology and architectural…

Machine Learning · Computer Science 2021-09-21 William C. Sleeman , Rishabh Kapoor , Preetam Ghosh

Everyday we increasingly rely on machine learning models to automate and support high-stake tasks and decisions. This growing presence means that humans are now constantly interacting with machine learning-based systems, training and using…

Machine Learning · Computer Science 2026-04-21 Clara Punzi , Roberto Pellungrini , Mattia Setzu , Fosca Giannotti , Dino Pedreschi

Implementing a teleoperation system with its various actors and interactions is challenging and requires an overview of the necessary functions. This work collects all tasks that arise in a control center for an automated vehicle fleet from…

Human-Computer Interaction · Computer Science 2025-04-28 Maria-Magdalena Wolf , Niklas Krauss , Arwed Schmidt , Frank Diermeyer

Despite its great success, machine learning can have its limits when dealing with insufficient training data. A potential solution is the additional integration of prior knowledge into the training process which leads to the notion of…

Identifying and categorizing specific robot tasks, behaviors, and resources is an essential precursor to reproducing and evaluating robotics experiments across laboratories and platforms. Without some means of capturing how one environment,…

Robotics · Computer Science 2021-01-08 Signe A. Redfield

The evolution of autonomous driving has made remarkable advancements in recent years, evolving into a tangible reality. However, a human-centric large-scale adoption hinges on meeting a variety of multifaceted requirements. To ensure that…

Computation and Language · Computer Science 2023-12-21 Yi Yang , Qingwen Zhang , Ci Li , Daniel Simões Marta , Nazre Batool , John Folkesson

Digital advances have transformed the face of automatic music generation since its beginnings at the dawn of computing. Despite the many breakthroughs, issues such as the musical tasks targeted by different machines and the degree to which…

Sound · Computer Science 2018-12-12 Dorien Herremans , Ching-Hua Chuan , Elaine Chew

The workflow is a general notion representing the automated processes along with the flow of data. The automation ensures the processes being executed in the order. Therefore, this feature attracts users from various background to build the…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-05-23 Muhammad H. Hilman , Maria A. Rodriguez , Rajkumar Buyya

We introduce a hybrid human-automated system that provides scalable entity-risk relation extractions across large data sets. Given an expert-defined keyword taxonomy, entities, and data sources, the system returns text extractions based on…

Computation and Language · Computer Science 2019-09-24 Berk Ekmekci , Eleanor Hagerman , Blake Howald