Explainable AI and law: an evidential survey

KMG Richmond, SM Muddamsetty… - Digital Society, 2024 - Springer
Decisions made by legal adjudicators and administrative decision-makers often found upon
a reservoir of stored experiences, from which is drawn a tacit body of expert knowledge …

Grad-CAM-based explainable artificial intelligence related to medical text processing

H Zhang, K Ogasawara - Bioengineering, 2023 - mdpi.com
The opacity of deep learning makes its application challenging in the medical field.
Therefore, there is a need to enable explainable artificial intelligence (XAI) in the medical …

Explainable artificial intelligence, lawyer's perspective

Ł Górski, S Ramakrishna - … of the eighteenth international conference on …, 2021 - dl.acm.org
Explainable artificial intelligence (XAI) is a research direction that was already put under
scrutiny, in particular in the AI&Law community. Whilst there were notable developments in …

Reviewing the role of AI and machine learning in supply chain analytics

EO Sodiya, BS Jacks, ED Ugwuanyi… - GSC Advanced …, 2024 - gsconlinepress.com
The integration of Artificial Intelligence (AI) and Machine Learning (ML) in supply chain
analytics has emerged as a transformative force in reshaping traditional logistics and …

Test automation with grad-CAM Heatmaps-A future pipe segment in MLOps for Vision AI?

M Borg, R Jabangwe, S Åberg… - … on software testing …, 2021 - ieeexplore.ieee.org
Machine Learning (ML) is a fundamental part of modern perception systems. In the last
decade, the performance of computer vision using trained deep neural networks has …

Explainable hate speech detection using LIME

JL Imbwaga, NB Chittaragi, SG Koolagudi - International Journal of …, 2024 - Springer
Free speech is essential, but it can conflict with protecting marginalized groups from harm
caused by hate speech. Social media platforms have become breeding grounds for this …

Improving object recognition in crime scenes via local interpretable model-agnostic explanations

H Farhood, M Saberi, M Najafi - 2021 IEEE 25th international …, 2021 - ieeexplore.ieee.org
Object recognition is one of the fundamental and challenging problems in most visual
monitoring applications and security systems. In assessing of crime scene, the detected …

Insights into Artificial Intelligence Bias: Implications for Agriculture

M Mayuravaani, A Ramanan, M Perera… - Digital Society, 2024 - Springer
Abstract The integration of Artificial Intelligence (AI) has catalysed a paradigm shift in
agricultural practices, revolutionising critical aspects of contemporary farming …

Multi-scale local explanation approach for image analysis using model-agnostic Explainable Artificial Intelligence (XAI)

H Hajiyan, M Ebrahimi - Medical Imaging 2023: Digital and …, 2023 - spiedigitallibrary.org
The recent success of deep neural networks has generated remarkable growth in Artificial
Intelligence (AI) research and has received much interest over the past few years. One of the …

Prediction of Turkish Constitutional Court Decisions with Explainable Artificial Intelligence

T Turan, E Küçüksille, NK Alagöz - Bilge International Journal of …, 2023 - dergipark.org.tr
Using artificial intelligence in law is a topic that has attracted attention in recent years. This
study aims to classify the case decisions taken by the Constitutional Court of the Republic of …