8 citations · 14 across the 6 of their papers we have counts for
6 papers
Heating in human-HVAC interaction for smart homes: An interdisciplinary overview
Delong Korus-Du, Gunnar Stevens, Alexander Boden +6
As part of HVAC systems, residential heating provides foundational infrastructure for human habitation in cold weather. However, research on how residents interact with HVAC system…
What Matters in Explanations: Towards Explainable Fake Review Detection Focusing on Transformers
Md Shajalal, Md Atabuzzaman, Alexander Boden +2
Customers' reviews and feedback play crucial role on electronic commerce~(E-commerce) platforms like Amazon, Zalando, and eBay in influencing other customers' purchasing decisions.…
Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments
Md Shajalal, Alexander Boden, Gunnar Stevens +2
Smart home systems are gaining popularity as homeowners strive to enhance their living and working environments while minimizing energy consumption. However, the adoption of artifi…
Peeking Inside the Schufa Blackbox: Explaining the German Housing Scoring System
Dean-Robin Kern, Gunnar Stevens, Erik Dethier +4
Explainable Artificial Intelligence is a concept aimed at making complex algorithms transparent to users through a uniform solution. Researchers have highlighted the importance of…
Unveiling Black-boxes: Explainable Deep Learning Models for Patent Classification
Md Shajalal, Sebastian Denef, Md. Rezaul Karim +2
Recent technological advancements have led to a large number of patents in a diverse range of domains, making it challenging for human experts to analyze and manage. State-of-the-a…
Time Series Anomaly Detection in Smart Homes: A Deep Learning Approach
Somayeh Zamani, Hamed Talebi, Gunnar Stevens
Fixing energy leakage caused by different anomalies can result in significant energy savings and extended appliance life. Further, it assists grid operators in scheduling their res…