no code implementations • 23 Apr 2024 • Md Shajalal, Alexander Boden, Gunnar Stevens, Delong Du, Dean-Robin Kern
Smart home systems are gaining popularity as homeowners strive to enhance their living and working environments while minimizing energy consumption.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1
no code implementations • 20 Nov 2023 • Dean-Robin Kern, Gunnar Stevens, Erik Dethier, Sidra Naveed, Fatemeh Alizadeh, Delong Du, Md Shajalal
Explainable Artificial Intelligence is a concept aimed at making complex algorithms transparent to users through a uniform solution.
no code implementations • 31 Oct 2023 • Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens
Considering the relevance score, we then generate explanations by visualizing relevant words for the predicted patent class.
no code implementations • 12 Oct 2023 • Md. Rezaul Karim, Lina Molinas Comet, Md Shajalal, Oya Deniz Beyan, Dietrich Rebholz-Schuhmann, Stefan Decker
Domain experts often rely on most recent knowledge for apprehending and disseminating specific biological processes that help them design strategies for developing prevention and therapeutic decision-making in various disease scenarios.
no code implementations • 24 Sep 2023 • Md. Atabuzzaman, Md Shajalal, Maksuda Bilkis Baby, Alexander Boden
This paper proposes an explainable sentiment classification framework for the Arabic language by introducing a noise layer on Bi-Directional Long Short-Term Memory (BiLSTM) and Convolutional Neural Networks (CNN)-BiLSTM models that overcome over-fitting problem.
no code implementations • 18 Oct 2022 • Md Shajalal, Md Atabuzzaman, Maksuda Bilkis Baby, Md Rezaul Karim, Alexander Boden
In this paper, we propose a novel approach to identifying the textual entailment relationship between text and hypothesis, thereby introducing a new semantic feature focusing on empirical threshold-based semantic text representation.
Natural Language Inference Natural Language Understanding +2