Results 31 to 40 of about 21,812 (251)

A Novel Nonparametric Feature Selection Approach Based on Mutual Information Transfer Network

Entropy, 2022
The filter feature selection algorithm is habitually used as an effective way to reduce the computational cost of data analysis by selecting and implementing only a subset of original features into the study.
Kunmei Li, Nasser Fard
doaj   +1 more source

Using Pearson Correlation and Mutual Information (PC-MI) to Select Features for Accurate Breast Cancer Diagnosis Based on a Soft Voting Classifier

Iraqi Journal for Electrical and Electronic Engineering, 2023
Breast cancer is one of the most critical diseases suffered by many people around the world, making it the most common medical risk they will face. This disease is considered the leading cause of death around the world, and early detection is difficult. In the field of healthcare, where early diagnosis based on machine learning (ML) helps save patients’
Mohammed Hashim, Ali Yassin
openaire   +1 more source

Fast scrambling of mutual information in Kerr- AdS4 spacetime

Physical Review D, 2023
We compute the disruption of mutual information between the hemispherical subsystems on the left and right conformal field theories of a thermofield double state described by a Kerr geometry in AdS4 due to shock waves along the equatorial plane. The shock waves and the subsystems considered respect the axisymmetry of the geometry.
Vinay Malvimat, Rohan R. Poojary
openaire   +1 more source

Schur-MI: Fast Mutual Information for Robotic Information Gathering

CoRR
Mutual information (MI) is a principled and widely used objective for robotic information gathering (RIG), providing strong theoretical guarantees for sensor placement (SP) and informative path planning (IPP). However, its high computational cost - dominated by repeated log-determinant evaluations - has limited its use in real-time planning. This paper
Kalvik Jakkala, Jason M. O'Kane, Srinivas Akella   +2 more
openaire   +2 more sources

Innovation in Information Systems Education-IV Mutual Fund Management Information System: An Integrated Project for the Introduction to MIS Course

Communications of the Association for Information Systems, 2005
Business students often find it difficult to understand the relevance of the traditional core MIS course taught as part of most business curricula. To address this problem, we made several changes to how we teach IS to business students. One of those changes consists of using crosscourse projects that require the application of IS tools and concepts ...
Kregg Aytes, Steve Byers
openaire   +2 more sources

Post-MI: unsupervised brain tissue segmentation via post-maximized mutual information

Frontiers in Medicine
IntroductionBrain tissue segmentation in magnetic resonance imaging (MRI) is a fundamental step in quantitative neuroimaging and supports the analysis of structural brain alterations associated with aging. However, voxel-level annotation is expensive and
Ke Niu, Jiadong Guo, Ming Zhang, Zhongmin Guo, Jiuyun Cai, Naian Xiao, Naian Xiao, Bin Jiang, Bin Jiang, Heng Miao, Heng Miao   +10 more
doaj   +1 more source

Feasibility and Safety of Somato‐Cognitive Coordination Therapy for Cerebellar Ataxia Following Pediatric Brain Tumor Treatment

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background Cerebellar ataxia after pediatric brain tumor treatment can cause persistent gait, balance, and speech impairment, yet no established rehabilitation strategy exists. Somato‐cognitive coordination therapy (SCCT) is a virtual reality–guided intervention designed to promote sensorimotor integration through visually constrained reaching
Masanobu Takeuchi, Takashi Matsuzawa, Jun Yamanishi, Masahiro Yoshitomi, Junji Ikeda, Shin‐Ichi Tsujimoto, Yasuteru Yamaguchi, Norio Shiba, Dhroov Pathare, Ayumi Kato, Masahiko Hara   +10 more
wiley   +1 more source

Parallel mutual information estimation for inferring gene regulatory networks on GPUs

BMC Research Notes, 2011
Background Mutual information is a measure of similarity between two variables. It has been widely used in various application domains including computational biology, machine learning, statistics, image processing, and financial computing.
Liu Weiguo, Schmidt Bertil, Shi Haixiang, Müller-Wittig Wolfgang   +3 more
doaj   +1 more source

Amplification, Inference, and the Manifestation of Objective Classical Information

Entropy, 2022
Our everyday reality is characterized by objective information—information that is selected and amplified by the environment that interacts with quantum systems.
Michael Zwolak
doaj   +1 more source

Ironic Medications: A Narrative‐Based Psycho‐Educational Intervention to Explore Patient–Provider Communication in Adolescents With Haematological Cancer

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background Adolescents with haematological malignancies face significant emotional and relational challenges, often accompanied by difficulties in communicating their needs within the healthcare context. To address these issues, a narrative‐based psycho‐educational intervention based on the creation and prescription of Ironic Medications was ...
Marta Stoppa, Elena Pagani Bagliacca, Selena Russo, Giulia Rampoldi, Maria Grazia Strepparava, Adriana Cristina Balduzzi, Andrea Biondi, Marco Spinelli   +7 more
wiley   +1 more source