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检索条件"主题词=Microarray Data"
770 条 记 录,以下是31-40 订阅
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An ensemble framework for microarray data classification based on feature subspace partitioning
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COMPUTERS IN BIOLOGY AND MEDICINE 2022年 148卷 105820-105820页
作者: Nosrati, Vahid Rahmani, Mohsen Arak Univ Fac Engn Dept Comp Engn Arak *** Iran
Feature selection is exposed to the curse of dimensionality risk, and it is even more exacerbated with high -dimensional data such as microarrays. Moreover, the low-instance/high-feature (LIHF) property of microarray ... 详细信息
来源: 评论
Comparative Study of Embedded Feature Selection Methods on microarray data  17th
Comparative Study of Embedded Feature Selection Methods on M...
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17th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations (AIAI) / 6th 5G-PINE Workshop / AI-BIO Workshop / DAAI Workshop / DARE Workshop / EEAI Workshop / 10th MHDW Workshop
作者: Hamla, Hind Ghanem, Khadoudja Univ Abdelhamid Mehri Constantine2 Constantine Algeria Lab Modelling & Implementat Complex Syst Constantine Algeria
microarray data collects information from tissues that could be used in early diagnosis such as cancer. However, the classification of microarray data is a challenging task due to the high number of features and a sma... 详细信息
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Cooperative Coevolutionary Multiobjective Genetic Programming for microarray data Classification
Cooperative Coevolutionary Multiobjective Genetic Programmin...
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2nd Genetic and Evolutionary Computation Conference (GECCO)
作者: Qing, Yang Ma, Chi Zhou, Yu Zhang, Xiao Xia, Haowen Shenzhen Univ Shenzhen Peoples R China South Cent Univ Nationalities Wuhan Peoples R China
DNA microarray data contain valuable biological information, which makes it of great importance in disease analysis and cancer diagnosis. However, the classification of microarray data is still a challenging task beca... 详细信息
来源: 评论
Multi-objective feature selection based on quasi-oppositional based Jaya algorithm for microarray data
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KNOWLEDGE-BASED SYSTEMS 2022年 第0期236卷 107804-107804页
作者: Chaudhuri, Abhilasha Sahu, Tirath Prasad Natl Inst Technol Raipur Dept Informat Technol Chhattisgarh 492010 India
Feature selection is the highly sought-after pre-processing technique for microarray data classification. microarray data is a phenomenally imbalanced, high-dimensional dataset which requires a specifically designed f... 详细信息
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Identification of Alzheimer associated differentially expressed gene through microarray data and transfer learning-based image analysis
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NEUROSCIENCE LETTERS 2022年 第0期766卷 136357-136357页
作者: George, Benu Gokhale, Sheetal D. Yaswanth, P. M. Vijayan, Ajay Devika, S. Suchithra, T., V Natl Inst Technol Calicut Sch Biotechnol Kozhikode 673601 India KJ Somaiya Coll Engn Dept Informat Technol Mumbai 400077 Maharashtra India
Major factors contribute to mental stress and enhance the progression of late-onset Alzheimer's disease (AD). The factors that lead to neurodegeneration, such as tau protein hyperphosphorylation and increased amyl... 详细信息
来源: 评论
Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks
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COMPUTERS IN BIOLOGY AND MEDICINE 2020年 116卷 103577-103577页
作者: Kourou, Konstantina Rigas, George Papaloukas, Costas Mitsis, Michalis Fotiadis, Dimitrios I. Univ Ioannina Dept Mat Sci & Engn Unit Med Technol & Intelligent Informat Syst GR-45110 Ioannina Greece Univ Ioannina Dept Biol Applicat & Technol GR-45110 Ioannina Greece Univ Ioannina Fac Med Sch Hlth Sci Dept Surg GR-45110 Ioannina Greece Univ Ioannina Fac Med Sch Hlth Sci Canc Biobank Ctr GR-45110 Ioannina Greece Fdn Res & Technol Hellas Dept Biomed Res Inst Mol Biol & Biotechnol GR-45110 Ioannina Greece
Genomic profiling of cancer studies has generated comprehensive gene expression patterns for diverse phenotypes. Computational methods which employ transcriptomics datasets have been proposed to model gene expression ... 详细信息
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Ensemble Feature Selection for Breast Cancer Classification using microarray data
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INTELIGENCIA ARTIFICIAL-IBEROAMERICAN JOURNAL OF ARTIFICIAL INTELLIGENCE 2020年 第65期23卷 100-114页
作者: Hengpraprohm, Supoj Jungjit, Suwimol Nakhon Pathom Rajabhat Univ Fac Sci & Technol Data Sci Program Muang Nakhon Pathom Thailand Thaksin Univ Fac Sci Dept Comp & Informat Technol Phatthalung Thailand
This paper proposes an ensemble filter feature selection approach, EnSNR, for breast cancer data classification. The microarray dataset used in the experiments contains 50,739 features (genes) for each of 32 patients.... 详细信息
来源: 评论
Identification of calcineurin as a predictor of oocyte quality and fertilization competence based on microarray data
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COMPUTATIONAL BIOLOGY AND CHEMISTRY 2021年 94卷 107561-107561页
作者: Daei-Farshbaf, Neda Aflatoonian, Reza Amjadi, Fatemeh-sadat Nikniyaz, Hossein Taleahmad, Sara Bakhtiyari, Mehrdad Iran Univ Med Sci Fac Med Dept Anat POB 14155-5983 Tehran Iran Acad Ctr Educ Culture & Res Dept Endocrinol & Female Infertil Reprod Biomed Res Ctr Royan Inst Reprod Biomed POB 16635-148 Tehran Iran Iran Univ Med Sci Fac Med Cellular & Mol Res Ctr POB 14155-5983 Tehran Iran Acad Ctr Educ Culture & Res Dept Mol Syst Biol Cell Sci Res Ctr Royan Inst Stem Cell Biol & Technol RI SCBT POB 16635-148 Tehran Iran
Objective: The aim of our study was to detect a biomarker for selection of competent oocytes with acceptable fertilization potential. Calcium ion fluctuation play the most critical role of modulating intercellular sig... 详细信息
来源: 评论
microarray data Classification Based on Computational Verb
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IEEE ACCESS 2019年 7卷 103310-103324页
作者: Liu, Kun-Hong Ng, Vincent To Yee Liong, Sze-Teng Hong, Qingqi Xiamen Univ Sch Informat Xiamen 361005 Fujian Peoples R China Hong Kong Polytech Univ Dept Comp Hong Kong Peoples R China Feng Chia Univ Dept Elect Engn Taichung 40724 Taiwan
Computational verb (CV) theory is a relatively new research field in mathematics and has been applied to many different fields. In the field of pattern recognition, the CV-based rule induction algorithm can generate s... 详细信息
来源: 评论
Clustering-based hybrid feature selection approach for high dimensional microarray data
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CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2021年 213卷 104305-104305页
作者: Babu, Samson Anosh P. Annavarapu, Chandra Sekhara Rao Dara, Suresh IIT ISM Dhanbad Dept Comp Sci & Engn Jharkand India B V Raju Inst Technol Dept Comp Sci & Engn Narsapur Telangana India
The DNA microarrays are used to monitor the expression levels of significant genes. Most of the microarray data are assumed to be high dimensional, redundant, and noisy. This paper proposed a clustering-based hybrid g... 详细信息
来源: 评论