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Multi-Strategy-Driven Salp Swarm Algorithm for Global Optimization 全局优化的多策略驱动Salp群算法
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.117007
Zhiwei Gao, Bo Wang
{"title":"Multi-Strategy-Driven Salp Swarm Algorithm for Global Optimization","authors":"Zhiwei Gao, Bo Wang","doi":"10.4236/jcc.2023.117007","DOIUrl":"https://doi.org/10.4236/jcc.2023.117007","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70938330","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: 1
Forecasting Stock Prices with an Integrated Approach Combining ARIMA and Machine Learning Techniques ARIMAML 结合ARIMA和机器学习技术的综合方法预测股票价格
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.118005
A. A. Ibrahim, Bilal Saeed, Marwa A. Fadil
{"title":"Forecasting Stock Prices with an Integrated Approach Combining ARIMA and Machine Learning Techniques ARIMAML","authors":"A. A. Ibrahim, Bilal Saeed, Marwa A. Fadil","doi":"10.4236/jcc.2023.118005","DOIUrl":"https://doi.org/10.4236/jcc.2023.118005","url":null,"abstract":"Stock market prediction has long been an area of interest for investors, traders, and researchers alike. Accurate forecasting of stock prices is crucial for financial decision-making and risk management. This paper presents a novel approach to predict stock prices by integrating Autoregressive Integrated Moving Average (ARIMA) and Exponential smoothing and Machine Learning (ML) techniques. Our study aims to enhance the predictive accuracy of stock price forecasting, which can significantly impact investment strategies and economic growth in this research paper implement the ARIMAML proposed method to predict the stock prices for Investment Bank of Iraq.","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70939112","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
Hyperparameter Tuning Based Machine Learning Classifier for Breast Cancer Prediction 基于超参数调优的乳腺癌预测机器学习分类器
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.114007
Mohammed Mijanur Rahman, Asikur Rahman, Swarnali Akter, Sumiea Akter Pinky
{"title":"Hyperparameter Tuning Based Machine Learning Classifier for Breast Cancer Prediction","authors":"Mohammed Mijanur Rahman, Asikur Rahman, Swarnali Akter, Sumiea Akter Pinky","doi":"10.4236/jcc.2023.114007","DOIUrl":"https://doi.org/10.4236/jcc.2023.114007","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70936705","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
Dynamic Resource Allocation in LTE Radio Access Network Using Machine Learning Techniques 基于机器学习技术的LTE无线接入网动态资源分配
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.116005
Eric Michel Deussom Djomadji, Ivan Basile Kabiena, Valery Nkemeni, Ayrton Garcia Belinga À Njere, M. E. Sone
{"title":"Dynamic Resource Allocation in LTE Radio Access Network Using Machine Learning Techniques","authors":"Eric Michel Deussom Djomadji, Ivan Basile Kabiena, Valery Nkemeni, Ayrton Garcia Belinga À Njere, M. E. Sone","doi":"10.4236/jcc.2023.116005","DOIUrl":"https://doi.org/10.4236/jcc.2023.116005","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70937396","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
CXL (Compute Express Link) Technology CXL(计算快速链路)技术
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.116006
Santhosh Nagaraj Nag
{"title":"CXL (Compute Express Link) Technology","authors":"Santhosh Nagaraj Nag","doi":"10.4236/jcc.2023.116006","DOIUrl":"https://doi.org/10.4236/jcc.2023.116006","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70937419","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
A Data Transmission Path Optimization Protocol for Heterogeneous Wireless Sensor Networks Based on Deep Reinforcement Learning 基于深度强化学习的异构无线传感器网络数据传输路径优化协议
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.118012
Yu Song, Zhigui Liu, Xiaoli He
{"title":"A Data Transmission Path Optimization Protocol for Heterogeneous Wireless Sensor Networks Based on Deep Reinforcement Learning","authors":"Yu Song, Zhigui Liu, Xiaoli He","doi":"10.4236/jcc.2023.118012","DOIUrl":"https://doi.org/10.4236/jcc.2023.118012","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70939129","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
Clustering Countries on COVID-19 Data among Different Waves Using K-Means Clustering 使用k -均值聚类对不同波的COVID-19数据进行国家聚类
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.117001
Muhtasim  , Md. Abdul Masud
{"title":"Clustering Countries on COVID-19 Data among Different Waves Using K-Means Clustering","authors":"Muhtasim  , Md. Abdul Masud","doi":"10.4236/jcc.2023.117001","DOIUrl":"https://doi.org/10.4236/jcc.2023.117001","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70938152","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
A Blockchain-Based Framework for Smart Tourism 基于区块链的智慧旅游框架
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.117008
Chun He, Caijian Hua
{"title":"A Blockchain-Based Framework for Smart Tourism","authors":"Chun He, Caijian Hua","doi":"10.4236/jcc.2023.117008","DOIUrl":"https://doi.org/10.4236/jcc.2023.117008","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70938460","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
A Sentiment Analysis Based Model for Recruitment by Higher Institutions 基于情感分析的高校招聘模型
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.119003
Felix Uloko, Raphael Ozighor Enihe, Clinton Immunhierokene Obrorindo
{"title":"A Sentiment Analysis Based Model for Recruitment by Higher Institutions","authors":"Felix Uloko, Raphael Ozighor Enihe, Clinton Immunhierokene Obrorindo","doi":"10.4236/jcc.2023.119003","DOIUrl":"https://doi.org/10.4236/jcc.2023.119003","url":null,"abstract":"The traditional roles of a university are teaching and research with the aim of developing society and contributing positively to the national economic development by producing skilled and well-tutored graduates. However, recruitments by these higher institutions are too reliant on the eligibility provided by Resumes of candidates, while neglecting their suitability drawn from their research activity and publications online. This study identifies insights in recruitment trends in higher institutions of learning and uses Artificial Intelligence to produce a more rounded and balanced decision-making process that caters for both eligibility and suitability. The methodology employs the machine learning process using the Multinomial Naïve Bayes for training the model as well as the Vader sentiment analyzer for accuracy and testing. The datasets used contained Resume instances as well as author publication information. The results show a score of 83.9% for the model as well as a sentiment analysis score of 1, indicating an overall positive score. The results show that sentiment analysis can help educational institutions in improving their recruitment models and attracting more suitable candidates for such roles.","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"136 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135701155","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
Adaptive Hybrid Bivariate Double Density Discrete and Complex Wavelet for Image Denoising 自适应混合二元双密度离散和复小波图像去噪
电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.112004
G. Fahmy, M. Fahmy, O. Fahmy
{"title":"Adaptive Hybrid Bivariate Double Density Discrete and Complex Wavelet for Image Denoising","authors":"G. Fahmy, M. Fahmy, O. Fahmy","doi":"10.4236/jcc.2023.112004","DOIUrl":"https://doi.org/10.4236/jcc.2023.112004","url":null,"abstract":"","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70935710","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
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