Computers, Materials & Continua最新文献_第9页

Optimization of Electrocardiogram Classification Using Dipper Throated Algorithm and Differential Evolution 基于Dipper咽喉算法和差分进化的心电图分类优化

Computers, Materials & Continua Pub Date : 1900-01-01 DOI: 10.32604/cmc.2023.032886

Doaa Sami Khafaga, El-Sayed M. El-kenawy, Faten Khalid Karim, Sameer Alshetewi, A. Ibrahim, Abdelaziz A. Abdelhamid, D. L. Elsheweikh

引用次数: 0

Lightweight Authentication Protocol Based on Physical Unclonable Function 基于物理不可克隆功能的轻量级认证协议

Computers, Materials & Continua Pub Date : 1900-01-01 DOI: 10.32604/cmc.2022.027118

Hanguang Luo, Tao Zou, Chunming Wu, Dan Li, Shunbin Li, Chu Chu

引用次数: 0

Vehicle Plate Number Localization Using Memetic Algorithms and Convolutional Neural Networks 基于模因算法和卷积神经网络的车牌号码定位

Computers, Materials & Continua Pub Date : 1900-01-01 DOI: 10.32604/cmc.2023.032976

Gibrael Abosamra

引用次数: 0

A Machine Learning-Based Distributed Denial of Service Detection Approach for Early Warning in Internet Exchange Points 基于机器学习的分布式拒绝服务检测方法在互联网交换点的早期预警

Computers, Materials & Continua Pub Date : 1900-01-01 DOI: 10.32604/cmc.2023.038003

Salem Alhayani, Diane R. Murphy

引用次数: 0

Personality Assessment Based on Natural Stream of Thoughts Empowered with Machine Learning 基于自然思维流和机器学习的人格评估

Computers, Materials & Continua Pub Date : 1900-01-01 DOI: 10.32604/cmc.2023.036019

M. Salahat, Liaqat Ali, Taher M. Ghazal, Haitham M. Alzoubi

引用次数: 0

Chaotic Metaheuristics with Multi-Spiking Neural Network Based Cloud Intrusion Detection 基于多尖峰神经网络的混沌元启发式云入侵检测

Computers, Materials & Continua Pub Date : 1900-01-01 DOI: 10.32604/cmc.2023.033677

Mohammad Yamin, Saleh Bajaba, Zenah Mahmoud AlKubaisy

引用次数: 1

A Deep Learning Approach for Prediction of Protein Secondary Structure 蛋白质二级结构预测的深度学习方法

Computers, Materials & Continua Pub Date : 1900-01-01 DOI: 10.32604/cmc.2022.026408

Muhammad Zubair, Muhammad Kashif Hanif, E. Alabdulkreem, Y. Ghadi, Muhammad Irfan Khan, Muhammad Umer Sarwar, A. Hanif

{"title":"A Deep Learning Approach for Prediction of Protein Secondary Structure","authors":"Muhammad Zubair, Muhammad Kashif Hanif, E. Alabdulkreem, Y. Ghadi, Muhammad Irfan Khan, Muhammad Umer Sarwar, A. Hanif","doi":"10.32604/cmc.2022.026408","DOIUrl":"https://doi.org/10.32604/cmc.2022.026408","url":null,"abstract":": The secondary structure of a protein is critical for establishing a link between the protein primary and tertiary structures. For this reason, it is important to design methods for accurate protein secondary structure prediction. Most of the existing computational techniques for protein structural and functional prediction are based on machine learning with shallow frameworks. Different deep learning architectures have already been applied to tackle protein secondary structure prediction problem. In this study, deep learning based models, i.e., convolutional neural network and long short-term memory for protein secondary structure prediction were proposed. The input to proposed models is amino acid sequences which were derived from CulledPDB dataset. Hyperparameter tuning with cross validation was employed to attain best parameters for the proposed models. The proposed models enables effective processing of amino acids and attain approximately 87.05% and 87.47% Q 3 accuracy of protein secondary structure prediction for convolutional neural network and long short-term memory models, respectively.","PeriodicalId":329824,"journal":{"name":"Computers, Materials & Continua","volume":"615 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116338647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Log Anomaly Detection Based on Hierarchical Graph Neural Network and Label Contrastive Coding 基于层次图神经网络和标签对比编码的日志异常检测

Computers, Materials & Continua Pub Date : 1900-01-01 DOI: 10.32604/cmc.2023.033124

Yong Fang, Zhiying Zhao, Yijia Xu, Zhonglin Liu

引用次数: 0

Arabic Sign Language Gesture Classification Using Deer Hunting Optimization with Machine Learning Model 基于机器学习模型的寻鹿优化阿拉伯手语手势分类

Computers, Materials & Continua Pub Date : 1900-01-01 DOI: 10.32604/cmc.2023.035303

Badriyya B. Al-onazi, Mohamed K. Nour, Hussain Alshahran, Mohamed Ahmed Elfaki, Mrim M. Alnfiai, Radwa Marzouk, Mahmoud Othman, Mahir M. Sharif, Abdelwahed Motwakel

引用次数: 0

A Novel Integrated Learning Scheme for Predictive Diagnosis of Critical Care燩atient 一种新的危重病预测诊断整合学习方案燩患者

Computers, Materials & Continua Pub Date : 1900-01-01 DOI: 10.32604/cmc.2022.029423

Sarika R. Khope, Susan Elias

引用次数: 0

Computers, Materials &amp; Continua最新文献

Computers, Materials & Continua最新文献