Theoretical foundations of forward feature selection methods based on mutual information
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.09.077
Abstract: Abstract Feature selection problems arise in a variety of applications, such as microarray analysis, clinical prediction, text categorization, image classification and face recognition, multi-label learning, and classification of internet traffic. Among the various classes of… read more here.
Keywords: forward feature; feature selection; based mutual; selection methods ... See more keywords
A new model for bearing fault diagnosis based on mutual mapping of signals and images and sparse representation
Sign Up to like & getrecommendations! Published in 2024 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ad1d4a
Abstract: For the issue of significant noise in the collected bearing fault signals, a new bearing fault diagnosis model based on mutual mapping of signals and images (MMSI) and sparse representation (SR) denoising is proposed. Firstly,… read more here.
Keywords: based mutual; mutual mapping; model; fault diagnosis ... See more keywords
Research on the Fusion of Dependent Evidence Based on Mutual Information
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2882545
Abstract: The Dempster–Shafer evidence theory has been investigated for many applications due to its ability in handling uncertainty and ignorance. However, the classical Dempster’s combination rule can only be applied to the cases, where evidence is… read more here.
Keywords: dependent evidence; information; based mutual; evidence ... See more keywords
Remote Sensing Image Scene Classification Based on Mutual Learning With Complementary Multi-Features
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3543459
Abstract: A novel neural network model based on mutual learning, with complementary multi-features (MLCMFNet), is proposed for scene classification, addressing common issues with insufficient extraction to more effectively learn target features from remote sensing images. First,… read more here.
Keywords: image; scene classification; based mutual; mutual learning ... See more keywords
Selection of Reference Channels Based on Mutual Information for Frequency-Dependent Subtraction Method Applied to Fetal Biomagnetic Signals
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Biomedical Engineering"
DOI: 10.1109/tbme.2016.2591443
Abstract: Objective: We propose a method that uses minimal redundancy and maximal relevance (mRMR) based on mutual information as criteria to automatically select references for the frequency-dependent subtraction (SUBTR) method to attenuate maternal (mMCG) and fetal… read more here.
Keywords: based mutual; selection; method; dependent subtraction ... See more keywords
Retracted: Correlation-Based Mutual Information Model for Analysis of Lung Cancer CT Image
Sign Up to like & getrecommendations! Published in 2024 at "BioMed Research International"
DOI: 10.1155/2024/9781059
Abstract: [This retracts the article DOI: 10.1155/2022/6451770.]. read more here.
Keywords: retracted correlation; correlation based; information model; based mutual ... See more keywords