G Vilone, L Longo - arXiv preprint arXiv:2006.00093, 2020 - arxiv.org
Explainable Artificial Intelligence (XAI) has experienced a significant growth over the last few years. This is due to the widespread application of machine learning, particularly deep …
G Vilone, L Longo - Machine Learning and Knowledge Extraction, 2021 - mdpi.com
Machine and deep learning have proven their utility to generate data-driven models with high accuracy and precision. However, their non-linear, complex structures are often difficult …
YW Lai, MY Chen - Ieee Access, 2023 - ieeexplore.ieee.org
Text mining has been a popular research topic in the field of natural language processing. With the emergence of Web 2.0 and the development of social software, the amount of text …
Introduction Many Explainable AI (XAI) systems provide explanations that are just clues or hints about the computational models-Such things as feature lists, decision trees, or saliency …
Prior work introduced a gradient descent trained expert system that conceptually combines the learning capabilities of neural networks with the understandability and defensible logic …
KA Eldrandaly, M Abdel-Basset, M Ibrahim… - Enterprise Information …, 2023 - Taylor & Francis
Explainable artificial intelligence (XAI) is an evolving discipline that mainly emphasises unboxing in these Black-Boxes. This study provides in-depth review of XAI literature together …
This paper introduces an automated vision system for animal detection in trail-camera images taken from a field under the administration of the Texas Parks and Wildlife …
In data science there are problems that are not visible until you work with a sufficiently large number of data. This is the case, for example, with the design of the inference engine in …
E Ferreyra, H Hagras, M Kern… - 2019 IEEE international …, 2019 - ieeexplore.ieee.org
The recent years have witnessed a growing anticipation for the positive transformation of industries which adopt Artificial Intelligence (AI) for the core areas of their business activities …