Optimization of classification algorithm based on gene expression programming
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-017-0563-8
Abstract: Data classification is an important task in the field of data mining, which can be used to mine the model of important data and forecast the future trend of those data. Although some breakthroughs have… read more here.
Keywords: classification algorithm; classification; gep; gene expression ... See more keywords
Feature extraction and classification algorithm, which one is more essential? An experimental study on a specific task of vibration signal diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-021-01477-4
Abstract: With the development of machine learning, a data-driven model has been widely used in vibration signal fault diagnosis. Most data-driven machine learning algorithms are built based on well-designed features, but feature extraction is usually required… read more here.
Keywords: extraction; feature extraction; vibration signal; classification algorithm ... See more keywords
Leak-Diagnosis Approach for Water Distribution Networks based on a k-NN Classification Algorithm
Sign Up to like & getrecommendations! Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2020.12.795
Abstract: Abstract This paper proposes an approach based on a k-Nearest Neighbour classification algorithm (k-NN) to identify regions in a water distribution network (WDN) that are affected under presence of leaks. The classification algorithm is trained… read more here.
Keywords: approach; water distribution; classification algorithm;
Development of an Algorithm to Identify Patients with Physician-Documented Insomnia
Sign Up to like & getrecommendations! Published in 2018 at "Scientific Reports"
DOI: 10.1038/s41598-018-25312-z
Abstract: We developed an insomnia classification algorithm by interrogating an electronic medical records (EMR) database of 314,292 patients. The patients received care at Massachusetts General Hospital (MGH), Brigham and Women’s Hospital (BWH), or both, between 1992… read more here.
Keywords: classification algorithm; algorithm; insomnia; development algorithm ... See more keywords
New Classification Algorithm Guiding Surgical Decision-making for Posterior Longitudinal Ligament Ossification of the Thoracic Spine: A Study of 108 Patients With Mid-term to Long-term Follow-up.
Sign Up to like & getrecommendations! Published in 2020 at "Clinical Spine Surgery"
DOI: 10.1097/bsd.0000000000001080
Abstract: STUDY DESIGN This is a single-center, retrospective, cohort study. OBJECTIVE The objective of this study was to propose a surgical classification algorithm guiding the choice of surgical approaches for ossification of the posterior longitudinal ligament… read more here.
Keywords: term; study; spine; algorithm guiding ... See more keywords
A Modulation Classification Algorithm for Multipath Signals Based on Cepstrum
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2019.2955535
Abstract: Automatic modulation classification (AMC) is an important intermediate step between signal detection and demodulation by the receiving instrument in the noncooperative communication system. Multipath fading causes serious degradation in classification performance of AMC. For the… read more here.
Keywords: modulation classification; modulation; multipath; multipath signals ... See more keywords
An Improved Kernel Credal Classification Algorithm Based on Regularized Mahalanobis Distance: Application to Microarray Data Analysis
Sign Up to like & getrecommendations! Published in 2018 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2018/7525786
Abstract: Within the kernel methods, an improved kernel credal classification algorithm (KCCR) has been proposed. The KCCR algorithm uses the Euclidean distance in the kernel function. In this article, we propose to replace the Euclidean distance… read more here.
Keywords: classification algorithm; distance; regularized mahalanobis; improved kernel ... See more keywords
Classification Algorithm-Based fMRI Images for Evaluating the Effect of Yishen Tiaodu Acupuncture on the Recovery Period of Cerebral Infarction
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/3592145
Abstract: This study aimed to explore the application value of multifeature fusion classification algorithm based on deep learning and Yishen Tiaodu acupuncture in the diagnosis and treatment of patients with cerebral infarction in convalescence. Methods. 62… read more here.
Keywords: classification algorithm; group; algorithm based; cerebral infarction ... See more keywords
Nursing Diagnosis of Urology Operating Room Based on New Association Classification Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Healthcare Engineering"
DOI: 10.1155/2022/4674959
Abstract: Due to the rapid development of medical engineering, massive amounts of data are recorded and preserved by various medical instruments. Therefore, finding relationships among data and summarizing clinical manifestations are of great significance to the… read more here.
Keywords: classification; diagnosis; association classification; classification algorithm ... See more keywords
Arrhythmia Classification Algorithm Based on a Two-Dimensional Image and Modified EfficientNet
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8683855
Abstract: The classification and identification of arrhythmias using electrocardiogram (ECG) signals are of great practical significance in the early prevention and diagnosis of cardiovascular diseases. In this study, we propose an arrhythmia classification algorithm based on… read more here.
Keywords: network; algorithm based; classification; classification algorithm ... See more keywords
Analyzing and Predicting User Navigation Pattern from Weblogs using Modified Classification Algorithm
Sign Up to like & getrecommendations! Published in 2018 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v11.i1.pp333-340
Abstract: A Weblogs contains the history of User Navigation Pattern while user accessing the websites. The user navigation pattern can be analyzed based on the previous user navigation that is stored in weblog. The weblog comprises… read more here.
Keywords: navigation; classification algorithm; user navigation; navigation pattern ... See more keywords