4 papers
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…
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…
Arabic Sentiment Analysis with Noisy Deep Explainable Model
Md. Atabuzzaman, Md Shajalal, Maksuda Bilkis Baby +1
Sentiment Analysis (SA) is an indispensable task for many real-world applications. Compared to limited resourced languages (i.e., Arabic, Bengali), most of the research on SA are c…