Prototype-based methods are intrinsically interpretable XAI methods that produce predictions and explanations by comparing input data with a set of learned prototypical examples that are representative of the training data. In this work, we discuss a...
We propose a prototype-based approach for improving explainability of softmax classifiers that provides an understandable prediction confidence, generated through stochastic sampling of prototypes, and demonstrates potential for out of distribution d...
Child Sexual Abuse Media (CSAM) is any visual record of a sexually-explicit activity involving minors. CSAM impacts victims differently from the actual abuse because the distribution never ends, and images are permanent. Machine learning-based soluti...
Securing blockchain-enabled IoT networks against sophisticated adversarial attacks remains a critical challenge. This paper presents a trust-based delegated consensus framework integrating Fully Homomorphic Encryption (FHE) with Attribute-Based Acces...
Based of the concept of Ren'py, STILTON (Simple Text and Image Language for Typing Online Novels) is an ultra-simplified way of creating a text-based "game", lightweight and natively deployable in browsers. STILTON, as a language, should be stupidly easy to re…
Exponential-family random graph models (ERGMs) are probabilistic network models that are parametrized by sufficient statistics based on structural (i.e., graph-theoretic) properties. The ergm package for the R statistical computing system is a collec...
In this chapter, we report on our experience with domestic flexible electric energy demand based on a regular commercial (HVAC)-based heating system in a house. Our focus is on investigating the predictability of the energy demand of the heating syst...
The Health Unit recommends the use of Alcohol-Based Hand Rub (ABHR), with at least 60% alcohol and greater may be considered in the school environment rather than non-alcoholic products.
Q: We are concerned about placing alcohol-based hand rub dispensers in resident/patient rooms. Why should we have alcohol-based hand rubs at the point of care when there are sinks in each room?
The purpose of this communication is to promote use of alcohol-based hand rubs (ABHR) by addressing misconceptions regarding the safety, use, and efficacy of ABHR in healthcare facilities. The memo …
According to hand hygiene guidelines, when hands have no visible soil, they may be disinfected with either an alcohol-based hand rub (ABHR) or soap and water; however, when visible soiling is …
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A typical handover problem requires sequence of complex signaling between a UE, the serving, and target base station. In many handover problems the down link based measurements are transferred from a user equipment to a serving base station and the d...
Resistive random-access memory (ReRAM)-based processing-in-memory (PIM) architecture is an attractive solution for training Graph Neural Networks (GNNs) on edge platforms. However, the immature fabrication process and limited write endurance of ReRAM...
The activity-based personalisation setting allows Google Photos to show you even more personalised memories based on how you interact with features in Photos. To further personalise your memories …
The activity-based personalization setting allows Google Photos to show you even more personalized memories based on how you interact with features in Photos. To further personalize your memories …
The activity-based personalization setting allows Google Photos to show you even more personalized memories based on how you interact with features in Photos. To further personalize your memories …
We propose and preliminarily implement a data-mining based platform to assist experts to inspect the increasing amount of spectra with low signal to noise ratio (SNR) generated by large sky surveys. The platform includes three layers: data-mining lay...
In this paper, we propose a novel framework for the smart healthcare system, where we employ the compressed sensing (CS) and the combination of the state-of-the-art machine learning based denoiser as well as the alternating direction of method of mul...
Using recently developed adjoint methods for computing the shape derivatives of functions that depend on MHD equilibria (Antonsen et al. 2019; Paul et al. 2020), we present the first example of analytic gradient-based optimization of fixed-boundary s...