Matthias Rätsch

Reutlingen University — Germany

Computer Science · Physical Sciences

11h-index1.0kcitations70works3.72yr avg
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Research Topics

Face recognition and analysis(15), Face and Expression Recognition(14), Robotics and Sensor-Based Localization(8), Video Surveillance and Tracking Methods(7), Advanced Image and Video Retrieval Techniques(6)

Publications70 total

AI-driven active sourcing in recruitment: addressing contestability in automated hiring systems
Frontiers in Computer Science·2025Open Access
A Cooperative Fruit Fly Optimization Algorithm for Energy-Efficient Scheduling of Distributed Permutation Flow-Shop with Limited Buffers
Tsinghua Science & Technology·2025Open Access
Advanced AI-Based Slip Detection on an ESP32 for Bionic Grippers
2025
Effects of Change in Dysfunctional Beliefs and Self-Esteem in Avatar-Based Cognitive Therapy for Symptoms of Social Anxiety Disorder: A Randomized Parallel Trial (Preprint)
2025
Hearing emotions: fine-tuning speech emotion recognition models
2025· 1 cited
Enhancing Individual Self-Efficacy Through a Self-Growing Memory Artificial Intelligence Agent Integrated with a Diary Application
Journal of Advanced Computational Intelligence and Intelligent Informatics·2025· 2 citedOpen Access
NVP-HRI: Zero shot natural voice and posture-based human–robot interaction via large language model
Expert Systems with Applications·2025· 9 citedOpen Access
Emotional Dynamics in Semi-Clinical Settings: Speech Emotion Recognition in Depression-Related Interviews
2025Open Access
Natural Multimodal Fusion-Based Human–Robot Interaction: Application With Voice and Deictic Posture via Large Language Model
IEEE Robotics & Automation Magazine·2025· 8 cited
Alignment Information via Optimal Transport and Pre-training for Neural Machine Translation
IEEE Transactions on Audio Speech and Language Processing·2025
Natural Multimodal Fusion-Based Human-Robot Interaction: Application With Voice and Deictic Posture via Large Language Model
arXiv (Cornell University)·2025Open Access
AI-assisted Pattern Generator for Garment Design
Communications in development and assembling of textile products·2024· 3 citedOpen Access
GPT-4 shows potential for identifying social anxiety from clinical interview data
Scientific Reports·2024· 7 citedOpen Access
Dynamic human–object interaction detection for feature exclusion in visual simultaneous localization and mapping (SLAM)
International Journal of Advanced Robotic Systems·2024Open Access
Safety Classes Semantic Costmaps from RGBD Sensors for Risk-Aware Robot Navigation
2024
Self-Categorization Theory with 3D Emotional Model for Chatbot Emotional Support Systems
2024· 1 cited
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection
Computer Speech & Language·2024· 33 cited
Enhancing early depression detection with AI: a comparative use of NLP models
SICE Journal of Control Measurement and System Integration·2024· 11 citedOpen Access
Unsupervised question-retrieval approach based on topic keywords filtering and multi-task learning
Computer Speech & Language·2024· 2 cited
Panic consumption under public health emergencies: The mediating role of risk perception
Journal of Public Health·2024· 3 citedOpen Access
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Frequent Co-authors

Michael Danner(14), Bakir Hadžić(10), Patrik Huber(8), Thomas Vetter(7), Youssef Shiban(6), Xueping Su(6), Josef Kittler(5), Thomas Weber(5), Parvez Mohammed(5), Naoyuki Kubota(5), Gerd Teschke(5), Kristiaan Schreve(5), Julia Ohse(4), Thomas Weber(4), Youssef Nassar(4), Atmaraaj Gopal(4), Sergey Triputen(4), Zhaohua Liu(3), Sami Romdhani(3), Nicolina Peperkorn(3)