Results 21 to 30 of about 55,142 (282)
Modelling of simultaneous mass and heat transfer with chemical reaction using the Maxwell-Stefan theory I. Model development and isothermal study [PDF]
, 1995 A general applicable model has been developed which can predict mass and heat transfer fluxes through a vapour/gas-liquid interface in case a reversible chemical reaction with associated heat effect takes place in the liquid phase.
Frank, M.J.W. +4 more
core +4 more sources
Explainable Artificial Intelligence (XAI) in Insurance
Risks, 2022 Explainable Artificial Intelligence (XAI) models allow for a more transparent and understandable relationship between humans and machines. The insurance industry represents a fundamental opportunity to demonstrate the potential of XAI, with the industry ...
Emer Owens +5 more
doaj +1 more source
Adversarial XAI Methods in Cybersecurity [PDF]
IEEE Transactions on Information Forensics and Security, 2021 Machine Learning methods are playing a vital role in combating ever-evolving threats in the cybersecurity domain. Explanation methods that shed light on the decision process of black-box classifiers are one of the biggest drivers in the successful adoption of these models.
Aditya Kuppa, Nhien-An Le-Khac
openaire +1 more source
Transparency and Explainable AI: Bridging Privacy, Fairness, and Accountability [PDF]
Revista de Management Comparat InternationalThis paper examines whether Explainable Artificial Intelligence (XAI) can address AI ethics, specifically, privacy, fairness, and accountability, by linking technical transparency with interpretability to facilitate ethical oversight.
Dragos VIERU, Renée-Maria SCHMITT
doaj +1 more source
Heliyon, 2023 Background: Significant advancements in the field of information technology have influenced the creation of trustworthy explainable artificial intelligence (XAI) in healthcare.
Jinsun Jung +3 more
doaj +1 more source
On the complexity of the chip-firing reachability problem [PDF]
, 2016 In this paper, we study the complexity of the chip-firing reachability problem. We show that for Eulerian digraphs, the reachability problem can be decided in strongly polynomial time, even if the digraph has multiple edges.
Hujter, Bálint +2 more
core +2 more sources
The behavior of Stanley depth under polarization [PDF]
, 2014 Let $K$ be a field, $R=K[X_1, ..., X_n]$ be the polynomial ring and $J \subsetneq I$ two monomial ideals in $R$. In this paper we show that $\mathrm{sdepth}\ {I/J} - \mathrm{depth}\ {I/J} = \mathrm{sdepth}\ {I^p/J^p}-\mathrm{depth}\ {I^p/J^p}$, where ...
Bogdan Ichim +3 more
core +3 more sources
Frontiers in Reproductive HealthIntroductionMale participation in maternal and child healthcare (MCH) is essential for improving health outcomes for women and children. Despite evidence that male involvement enhances adherence to medical recommendations and reduces maternal and infant ...
Maudy Simão Muchanga +11 more
doaj +1 more source
A Bayesian Framework for Collaborative Multi-Source Signal Detection [PDF]
, 2009 This paper introduces a Bayesian framework to detect multiple signals embedded in noisy observations from a sensor array. For various states of knowledge on the communication channel and the noise at the receiving sensors, a marginalization procedure ...
Couillet, Romain, Debbah, Merouane
core +4 more sources
Explainable AI: A Review of Machine Learning Interpretability Methods
Entropy, 2020 Recent advances in artificial intelligence (AI) have led to its widespread industrial adoption, with machine learning systems demonstrating superhuman performance in a significant number of tasks.
Pantelis Linardatos +2 more
doaj +1 more source