AIMC Topic: Support Vector Machine

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Artificial intelligence algorithm comparison and ranking for weight prediction in sheep.

Scientific reports Aug 15, 2023
In a rapidly transforming world, farm data is growing exponentially. Realizing the importance of this data, researchers are looking for new solutions to analyse this data and make farming predictions. Artificial Intelligence, with its capacity to han...
Bayes Theorem Sheep Animals Support Vector Machine Machine Learning Algorithms Neural Networks, Computer Artificial Intelligence
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Hybrid AI models allow label-free identification and classification of pancreatic tumor repopulating cell population.

Biochemical and biophysical research communications Aug 9, 2023
Human pancreatic cancer cell lines harbor a small population of tumor repopulating cells (TRCs). Soft 3D fibrin gel allows efficient selection and growth of these tumorigenic TRCs. However, rapid and high-throughput identification and classification ...
Machine Learning Support Vector Machine Cell Line Humans Neural Networks, Computer Pancreas Carcinogenesis Pancreatic Neoplasms
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Improving the Classification Performance of Dendrite Morphological Neurons.

IEEE transactions on neural networks and learning systems Aug 4, 2023
Dendrite morphological neurons (DMNs) are neural models for pattern classification, where dendrites are represented by a geometric shape enclosing patterns of the same class. This study evaluates the impact of three dendrite geometries-namely, box, e...
Neural Networks, Computer Cluster Analysis Neurons Dendrites Algorithms Support Vector Machine
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KPCA-WRF-prediction of heart rate using deep feature fusion and machine learning classification with tuned weighted hyper-parameter.

Network (Bristol, England) Aug 3, 2023
The rapid advancement of technology such as stream processing technologies, deep-learning approaches, and artificial intelligence plays a prominent and vital role, to detect heart rate using a prediction model. However, the existing methods could not...
Heart Rate Algorithms Support Vector Machine Artificial Intelligence Machine Learning
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Sex estimation from long bones: a machine learning approach.

International journal of legal medicine Aug 1, 2023
Sex estimation from skeletal remains is one of the crucial issues in forensic anthropology. Long bones can be a valid alternative to skeletal remains for sex estimation when more dimorphic bones are absent or degraded, preventing any estimation from ...
Humans Neural Networks, Computer Sex Determination by Skeleton Forensic Anthropology Adult Male Support Vector Machine Adolescent Aged Discriminant Analysis Machine Learning Aged, 80 and over Middle Aged Logistic Models Female Young Adult
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Identifying the active ingredients of carbonized Typhae Pollen by spectrum-effect relationship combined with MBPLS, PLS, and SVM algorithms.

Journal of pharmaceutical and biomedical analysis Aug 1, 2023
Typhae Pollen (TP) and its carbonized product (carbonized Typhae Pollen, CTP), as cut-and-dried herbal drugs, have been widely used in the form of slices in clinical settings. However, the two drugs exhibit a great difference in terms of their clinic...
Flavonoids Least-Squares Analysis Hemostatics Animals Algorithms Rats Support Vector Machine
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Sparse solution of least-squares twin multi-class support vector machine using ℓ and ℓ-norm for classification and feature selection.

Neural networks : the official journal of the International Neural Network Society Aug 1, 2023
In the realm of multi-class classification, the twin K-class support vector classification (Twin-KSVC) generates ternary outputs {-1,0,+1} by evaluating all training data in a "1-versus-1-versus-rest" structure. Recently, inspired by the least-square...
Support Vector Machine Least-Squares Analysis Machine Learning
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Deep Learning-Based Child Handwritten Arabic Character Recognition and Handwriting Discrimination.

Sensors (Basel, Switzerland) Jul 28, 2023
Handwritten Arabic character recognition has received increasing research interest in recent years. However, as of yet, the majority of the existing handwriting recognition systems have only focused on adult handwriting. In contrast, there have not b...
Random Forest Handwriting Humans Child Support Vector Machine Adult Neural Networks, Computer Deep Learning
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A machine learning approach to predict cellular mechanical stresses in response to chemical perturbation.

Biophysical journal Jul 25, 2023
Mechanical stresses generated at the cell-cell level and cell-substrate level have been suggested to be important in a host of physiological and pathological processes. However, the influence various chemical compounds have on the mechanical stresses...
Mechanotransduction, Cellular Time-Lapse Imaging Humans Chalcone Stress, Mechanical Support Vector Machine Machine Learning Human Umbilical Vein Endothelial Cells Collagen Type I Linear Models Cells, Cultured
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SVM-RFE enabled feature selection with DMN based centroid update model for incremental data clustering using COVID-19.

Computer methods in biomechanics and biomedical engineering Jul 24, 2023
This research introduces an efficacious model for incremental data clustering using Entropy weighted-Gradient Namib Beetle Mayfly Algorithm (NBMA). Here, feature selection is done based upon support vector machine recursive feature elimination (SVM-R...
Humans COVID-19 SARS-CoV-2 Support Vector Machine Algorithms Cluster Analysis
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