Neural network group
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Part 2 of ebook "Machine learning in medicine - A complete overview" provides readers with contents including: Chapter 50 - Neural networks for assessing relationships that are typically nonlinear; Chapter 51 - Complex samples methodologies for unbiased sampling; Chapter 52 - Correspondence analysis for identifying the best of multiple treatments in multiple groups; Chapter 53 - Decision trees for decision analysis; Chapter 54 - Multi-dimensional scaling for visualizing experienced drug efficacies; Chapter 55 - Stochastic processes for long term predictions from short term observations;...
194p daonhiennhien 03-07-2024 1 1 Download
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Protein classification is a task of paramount importance in various fields of biology. Despite the great momentum of modern implementation of protein classification, machine learning techniques such as Random Forest and Neural Network could not always be used for several reasons: Data collection, unbalanced classification or labelling of the data.
18p vihagrid 30-01-2023 5 3 Download
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There are many available software tools for visualization and analysis of biological networks. Among them, Cytoscape (http://cytoscape.org/) is one of the most comprehensive packages, with many plugins and applications which extends its functionality by providing analysis of protein-protein interaction, gene regulatory and gene co-expression networks, metabolic, signaling, neural as well as ecological-type networks including food webs, communities networks etc.
9p vioklahoma2711 19-11-2020 13 3 Download
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Stratification of patient subpopulations that respond favorably to treatment or experience and adverse reaction is an essential step toward development of new personalized therapies and diagnostics.
11p viconnecticut2711 29-10-2020 10 2 Download
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In the Tibetan Plateau, due to lack of raw experimental data sets and proper data analysis method, investigations on atmosphere laser communication channel (ALCC), especially under rainy condition, are rarely concerned by researchers. Neural network group and optimal weight initialization technology (OWIT) are adopted in the analysis process.
6p vivalletta2711 11-01-2020 16 0 Download
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This paper offers the design a wire connection group inspection equipment of three phase transformers based on two voltmeter method and data processing using neural network is designed. The results of testing this equipment show that, the equipment works reliably, exactly.
6p viconandoyle2711 29-08-2019 35 0 Download
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This study presents a method for correction and supplementing of the well log curves by using the Artificial Neural Networks. Check by 2 ways: Using the good recorded curves, we assume some segments are broken, then we corrected and supplemented these segments. Comparing the corrected and supplemented value with the good recorded value. These values coincide. Japan Vietnam Petroleum Exploration Group company LTD (JVPC) measured and recorded nine driling wells.
10p truongtien_09 10-04-2018 34 2 Download
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This paper proposes a procedural pipeline for wind forecasting based on clustering and regression. First, the data are clustered into groups sharing similar dynamic properties. Then, data in the same cluster are used to train the neural network that predicts wind speed. For clustering, a hidden Markov model (HMM) and the modified Bayesian information criteria (BIC) are incorporated in a new method of clustering time series data.
16p dieutringuyen 07-06-2017 35 2 Download
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Suresh, Nallan C. "Neural Network Applications for Group Technology and Cellular Manufacturing" Computational Intelligence in Manufacturing Handbook Edited by Jun Wang et al Boca Raton: CRC Press LLC,2001 .4 Neural Network Applications for Group Technology and Cellular Manufacturing Nallan C. Suresh State University of New York at Buffalo University of Groningen 4.1 4.2 4.3 4.4 Introduction Artificial Neural Networks A Taxonomy of Neural Network Application for GT/CM Conclusions 4.
23p balanghuyen 13-01-2010 107 7 Download
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Neural Network Applications for Group Technologyand Cellular Manufacturing
23p nguyen3 13-11-2009 88 11 Download