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An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data [PDF]

open access: yes, 2018
The current gold standard for human activity recognition (HAR) is based on the use of cameras. However, the poor scalability of camera systems renders them impractical in pursuit of the goal of wider adoption of HAR in mobile computing contexts ...
Brophy, Eoin   +4 more
core   +1 more source

Explainable Software Bot Contributions: Case Study of Automated Bug Fixes

open access: yes, 2019
In a software project, esp. in open-source, a contribution is a valuable piece of work made to the project: writing code, reporting bugs, translating, improving documentation, creating graphics, etc.
Monperrus, Martin
core   +1 more source

Ontologies for Smart Agriculture: A Path Toward Explainable AI—A Systematic Literature Review

open access: yesIEEE Access
Smart agriculture has grown significantly over the last few years, particularly with the integration of advanced technologies (e.g., the Internet of Things, robots, artificial intelligence, etc.), leading to the development of intelligent agricultural ...
Rima Grati   +2 more
doaj   +1 more source

A Survey on Explainable Artificial Intelligence for Cybersecurity

open access: yesIEEE Transactions on Network and Service Management, 2023
The black-box nature of artificial intelligence (AI) models has been the source of many concerns in their use for critical applications. Explainable Artificial Intelligence (XAI) is a rapidly growing research field that aims to create machine learning models that can provide clear and interpretable explanations for their decisions and actions.
Gaith Rjoub   +7 more
openaire   +2 more sources

Explainable Artificial Intelligence and Legal Ethos: Developing Key Performance Indicators for ‘G20 Giants’

open access: yesJournal of Digital Technologies and Law
Objective: to study the “right to explanation” in the context of the PEEC doctrine (public interest, environmental sustainability, economic development, criminal justice) in order to develop key performance indicators reflecting the socio-cultural ...
N. Bhatt, J. N. Bhatt
doaj   +1 more source

Toward Accountable and Explainable Artificial Intelligence Part One: Theory and Examples

open access: yesIEEE Access, 2022
Like other Artificial Intelligence (AI) systems, Machine Learning (ML) applications cannot explain decisions, are marred with training-caused biases, and suffer from algorithmic limitations.
Masood M. Khan, Jordan Vice
doaj   +1 more source

Advancing Artificial Intelligence in Sensors, Signals, and Imaging Informatics. [PDF]

open access: yes, 2019
ObjectiveTo identify research works that exemplify recent developments in the field of sensors, signals, and imaging informatics.MethodA broad literature search was conducted using PubMed and Web of Science, supplemented with individual papers that were ...
Baumgartner, Christian   +3 more
core   +1 more source

Hardware Acceleration of Explainable Artificial Intelligence

open access: yesCoRR, 2023
arXiv admin note: substantial text overlap with arXiv:2103 ...
Zhixin Pan, Prabhat Mishra 0001
openaire   +2 more sources

Multiple Explainable Approaches to Predict the Risk of Stroke Using Artificial Intelligence

open access: yesInformation, 2023
Stroke occurs when a brain’s blood artery ruptures or the brain’s blood supply is interrupted. Due to rupture or obstruction, the brain’s tissues cannot receive enough blood and oxygen. Stroke is a common cause of mortality among older people.
Susmita S   +5 more
doaj   +1 more source

Controllers (Expert Accountants) and Technologies: Artificial Intelligence and Explainable Artificial Intelligence

open access: yesCECCAR Business Review
The demands of controlling when meeting cutting-edge technology are quite high given its underlying principles, its prospective character, flexibility, but also the desire for transparency, ethics, and responsibility.
Luana COSĂCESCU
doaj   +1 more source

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