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20232026
most citedExplaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments

8 citations · 12 across the 5 of their papers we have counts for

collaborators

5 papers

cs.HC2026

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…

cs.CL2024

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.…

cs.HC2024★ 8 cited

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…

cs.AI2023★ 1 cited

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…

cs.AI2023★ 3 cited

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…