Anomaly explanation: A review

V Yepmo, G Smits, O Pivert - Data & Knowledge Engineering, 2022 - Elsevier
… point as anomalous, we can look only at the feature f 1 for all the … attribute f 1 vary between
1 and 8 , it takes the value 12 . … 5, when trying to explain the abnormality of the square data …

of Anomaly

T Dougherty, AR Pruss - Oxford Studies in Philosophy of Religion …, 2014 - books.google.com
… how are we to tell whether the existence of an anomaly is in fact a problem for a theory? The
one, if it will be greater at all. When we expect an anomaly given T , the fact that we find one

Why is this an anomaly? Explaining anomalies using sequential explanations

T Mokoena, T Celik, V Marivate - Pattern Recognition, 2022 - Elsevier
… In general, obtaining outlier explanations that can explain the inner workings of each anomaly
… In our work, we focus on developing methods that can explain detected outliers one at a …

Anomaly explanation with random forests

M Kopp, T Pevný, M Holeňa - Expert Systems with Applications, 2020 - Elsevier
… Despite that, there are only a few anomaly detection methods trying to explainthem to
anomaly detection problems by selecting one or multiple classes and labelling them as anomalies

Explaining anomalies detected by autoencoders using Shapley Additive Explanations

L Antwarg, RM Miller, B Shapira, L Rokach - Expert systems with …, 2021 - Elsevier
… the most important anomalies and may increase their trust in … that uses Kernel SHAP to
explain anomalies detected by an … combination X 1 = X 5 − X 2 , we expect that X 1 will have a …

B-physics anomalies: a guide to combined explanations

D Buttazzo, A Greljo, G Isidori, D Marzocca - Journal of High Energy …, 2017 - Springer
One of the puzzling aspects of the present anomalies is that … coefficients of these operators
to all the relevant semi-leptonic … simultaneously explain both anomalies while satisfying all

Sequential feature explanations for anomaly detection

MA Siddiqui, A Fern, TG Dietterich… - ACM Transactions on …, 2019 - dl.acm.org
… ) of the overall system are composed of the following two types of true anomalies: 1) anomalies
… We consider anomaly detection problems defined over a set of N data points {x1,...,xN }, …

Lectures on anomalies

A Bilal - arXiv preprint arXiv:0802.0634, 2008 - arxiv.org
anomalies correspond to BRST cohomologies at ghost number one. We discuss why and
how … We will only talk about anomalies defined in this way. They are referred to as consistent …

Anomaly and quantification

JR Shaw - Noûs, 2015 - JSTOR
… to the view I defended in §1, we interpret quantified statements by restricting their
domains to avoid having to interpret them in ways that would prevent them from being truth-evaluable. …

Explaining anomalies in feature models

M Kowal, S Ananieva, T Thüm - ACM SIGPLAN Notices, 2016 - dl.acm.org
… We define an anomaly as redundancy or inconsistency caused by the evolution of a feature
model… Among all explanations, we present the improved one concerning length and coloring. …