Results 41 to 50 of about 1,878,628 (322)
Hierarchical mutual information for the comparison of hierarchical community structures in complex networks [PDF]
, 2015 The quest for a quantitative characterization of community and modular structure of complex networks produced a variety of methods and algorithms to classify different networks.
Caldarelli, Guido +2 more
core +2 more sources
Modeling Categorical Variables by Mutual Information Decomposition
Entropy, 2023 This paper proposed the use of mutual information (MI) decomposition as a novel approach to identifying indispensable variables and their interactions for contingency table analysis.
Jiun-Wei Liou +2 more
doaj +1 more source
Natural image segmentation based on mutual information [PDF]
MATEC Web of Conferences, 2020 Natural image segmentation plays an important role in the fields of image processing and computer vision. Image segmentation based on clustering is an important method in unsupervised image segmentation algorithms.
Zhu Yiwei
doaj +1 more source
Gaining (Mutual) Information about Quark/Gluon Discrimination [PDF]
, 2014 Discriminating quark jets from gluon jets is an important but challenging problem in jet substructure. In this paper, we use the concept of mutual information to illuminate the physics of quark/gluon tagging.
Larkoski, Andrew J. +2 more
core +4 more sources
Mutual information for the detection of crush. [PDF]
PLoS ONE, 2011 Fatal crush conditions occur in crowds with tragic frequency. Event organizers and architects are often criticised for failing to consider the causes and implications of crush, but the reality is that both the prediction and prevention of such conditions
Peter Harding, Steve Gwynne, Martyn Amos
doaj +1 more source
Normalized Mutual Information Feature Selection
IEEE Transactions on Neural Networks, 2009 A filter method of feature selection based on mutual information, called normalized mutual information feature selection (NMIFS), is presented. NMIFS is an enhancement over Battiti's MIFS, MIFS-U, and mRMR methods. The average normalized mutual information is proposed as a measure of redundancy among features.
Estevez, Pablo. A. +3 more
openaire +4 more sources
Pediatric Blood &Cancer, EarlyView.ABSTRACT Background Psychological safety (PS) is essential for teamwork, communication, and patient safety in complex healthcare environments. In pediatric oncology, interprofessional collaboration occurs under high emotional and organizational demands. Low PS may increase stress, burnout, and adverse events.
Alexandros Rahn +4 more
wiley +1 more source
Tsallis Mutual Information for Document Classification
Entropy, 2011 Mutual information is one of the mostly used measures for evaluating image similarity. In this paper, we investigate the application of three different Tsallis-based generalizations of mutual information to analyze the similarity between scanned ...
Màrius Vila +3 more
doaj +1 more source
Weighted Mutual Information for Aggregated Kernel Clustering
Entropy, 2020 Background: A common task in machine learning is clustering data into different groups based on similarities. Clustering methods can be divided in two groups: linear and nonlinear. A commonly used linear clustering method is K-means.
Nezamoddin N. Kachouie, Meshal Shutaywi
doaj +1 more source
Quantum Mutual Information, Fragile Systems and Emergence
Entropy, 2022 In this paper, we present an analytical description of emergence from the density matrix framework as a state of knowledge of the system, and its generalized probability formulation.
Yasmín Navarrete, Sergio Davis
doaj +1 more source