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Analysis Platform of Rail Transit Vehicle Signal System Based on Data Mining 基于数据挖掘的轨道交通车辆信号系统分析平台
4区 计算机科学
Informatica Pub Date : 2023-05-30 DOI: 10.31449/inf.v47i3.3942
Chunying Li, Zhonghua Mu
{"title":"Analysis Platform of Rail Transit Vehicle Signal System Based on Data Mining","authors":"Chunying Li, Zhonghua Mu","doi":"10.31449/inf.v47i3.3942","DOIUrl":"https://doi.org/10.31449/inf.v47i3.3942","url":null,"abstract":"According to the increasing demand of interactive information of rail transit on-board signal equipment, the author designed a rail transit on-board monitoring and maintenance system based on data mining to set association rules for operation data acquisition and propose a correlation rules algorithm to obtain more reliable understanding and operation quality evaluation of train operation information.From a lot of logs, quickly find key issues, applied in the train test and repair field.The simulation experiment results show that after analyzing the simulation data and the curve, the system extraction results have certain error in the manual calculation results, and the error value is between 0.5 and 0.6, but the overall meets the actual work needs, and optimize the invalid data to reduce the error.The reliable operation and maintainability of the system are verified.","PeriodicalId":56292,"journal":{"name":"Informatica","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135691749","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Method for Human MRI Based Pancreatic Cancer Prediction Using Integration of Harris Hawks Varients & VGG16: A Deep Learning Approach Harris-Hawks变量与VGG16的集成用于基于人类MRI的癌症预测的新方法：深度学习方法
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-05-12 DOI: 10.31449/inf.v47i1.4433
Rama Prakasha Reddy Chegireddy, A. Srinagesh
{"title":"A Novel Method for Human MRI Based Pancreatic Cancer Prediction Using Integration of Harris Hawks Varients & VGG16: A Deep Learning Approach","authors":"Rama Prakasha Reddy Chegireddy, A. Srinagesh","doi":"10.31449/inf.v47i1.4433","DOIUrl":"https://doi.org/10.31449/inf.v47i1.4433","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47503669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Multichannel Convolutional Neural Network for Multilabel Sentiment Classification Using Abilify Oral User Reviews 基于Abilify口头用户评论的多标签情感分类多通道卷积神经网络
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-05-12 DOI: 10.31449/inf.v47i1.3510
T. Trueman, Ashok Kumar Jayaramn, Jasmine S, G. Ananthakrishnan, Narayanasamy P
{"title":"A Multichannel Convolutional Neural Network for Multilabel Sentiment Classification Using Abilify Oral User Reviews","authors":"T. Trueman, Ashok Kumar Jayaramn, Jasmine S, G. Ananthakrishnan, Narayanasamy P","doi":"10.31449/inf.v47i1.3510","DOIUrl":"https://doi.org/10.31449/inf.v47i1.3510","url":null,"abstract":"a","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47864820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing Mental Health Crisis in Pandemic Situation With Computational Intelligence 用计算智能评估流行病中的心理健康危机
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-05-12 DOI: 10.31449/inf.v47i1.3902
Megha Rathi, Adwitiya Sinha, Siddhant Tulsyan, Avishka Agarwal, Anushka Srivastava
{"title":"Assessing Mental Health Crisis in Pandemic Situation With Computational Intelligence","authors":"Megha Rathi, Adwitiya Sinha, Siddhant Tulsyan, Avishka Agarwal, Anushka Srivastava","doi":"10.31449/inf.v47i1.3902","DOIUrl":"https://doi.org/10.31449/inf.v47i1.3902","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":"1 1","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41981169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Prediction Model for Online Student Academic Performance Using Machine Learning 基于机器学习的在线学生学习成绩预测模型
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-05-12 DOI: 10.31449/inf.v47i1.4297
H. Kaur, Tarandeep Kaur, R. Garg
{"title":"A Prediction Model for Online Student Academic Performance Using Machine Learning","authors":"H. Kaur, Tarandeep Kaur, R. Garg","doi":"10.31449/inf.v47i1.4297","DOIUrl":"https://doi.org/10.31449/inf.v47i1.4297","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44242421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
LEARNING THE STRUCTURE OF BAYESIAN NETWORKS FROM INCOMPLETE DATA USING A MIXTURE MODEL 利用混合模型从不完全数据中学习贝叶斯网络的结构
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-04-20 DOI: 10.31449/inf.v47i1.4497
Issam Salman, Jirka Vomlel
{"title":"LEARNING THE STRUCTURE OF BAYESIAN NETWORKS FROM INCOMPLETE DATA USING A MIXTURE MODEL","authors":"Issam Salman, Jirka Vomlel","doi":"10.31449/inf.v47i1.4497","DOIUrl":"https://doi.org/10.31449/inf.v47i1.4497","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48593965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Implementation of Multiple CNN Architectures to Classify the Sea Coral Images 多种CNN架构对海洋珊瑚图像分类的实现
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-04-06 DOI: 10.31449/inf.v47i1.4429
{"title":"Implementation of Multiple CNN Architectures to Classify the Sea Coral Images","authors":"","doi":"10.31449/inf.v47i1.4429","DOIUrl":"https://doi.org/10.31449/inf.v47i1.4429","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47606894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Threat model and risk management for a smart home IoT system 智能家居物联网系统的威胁模型和风险管理
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-04-06 DOI: 10.31449/inf.v47i1.4526
A. Mahlous
{"title":"Threat model and risk management for a smart home IoT system","authors":"A. Mahlous","doi":"10.31449/inf.v47i1.4526","DOIUrl":"https://doi.org/10.31449/inf.v47i1.4526","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45634985","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Prediction of heart disease using Modified Hybrid Classifier 基于改进混合分类器的心脏病预测
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-04-06 DOI: 10.31449/inf.v47i1.3629
Rishabh Pipalwa, Dr. Abhijit Paul, Tamoghna Mukherjee
{"title":"Prediction of heart disease using Modified Hybrid Classifier","authors":"Rishabh Pipalwa, Dr. Abhijit Paul, Tamoghna Mukherjee","doi":"10.31449/inf.v47i1.3629","DOIUrl":"https://doi.org/10.31449/inf.v47i1.3629","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46098949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On integrating multiple restriction domains to automatically generate test cases of model transformations 集成多个约束域以自动生成模型转换的测试用例
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-03-29 DOI: 10.31449/inf.v47i1.4421
H. T. Nguyen, Hanh Duc Dang
{"title":"On integrating multiple restriction domains to automatically generate test cases of model transformations","authors":"H. T. Nguyen, Hanh Duc Dang","doi":"10.31449/inf.v47i1.4421","DOIUrl":"https://doi.org/10.31449/inf.v47i1.4421","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45895707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","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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