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International Journal of Business Intelligence and Data Mining最新文献

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Performance evaluation of oversampling algorithm: MAHAKIL using ensemble classifiers 过采样算法的性能评价:使用集成分类器的mahagil
International Journal of Business Intelligence and Data Mining Pub Date : 2023-01-01 DOI: 10.1504/ijbidm.2023.127293
C. Arun, C. Lakshmi
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引用次数: 0
A deep regression convolutional neural network using whole image-based inferencing for dynamic visual crowd estimation 基于全图像推理的深度回归卷积神经网络用于动态视觉人群估计
International Journal of Business Intelligence and Data Mining Pub Date : 2023-01-01 DOI: 10.1504/ijbidm.2022.10044713
Teoh Shen Khang, Yap Vooi Voon, H. Nisar
{"title":"A deep regression convolutional neural network using whole image-based inferencing for dynamic visual crowd estimation","authors":"Teoh Shen Khang, Yap Vooi Voon, H. Nisar","doi":"10.1504/ijbidm.2022.10044713","DOIUrl":"https://doi.org/10.1504/ijbidm.2022.10044713","url":null,"abstract":"","PeriodicalId":35458,"journal":{"name":"International Journal of Business Intelligence and Data Mining","volume":"114 1","pages":"100-114"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79040966","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
Credit card fraud detection: an evaluation of SMOTE resampling and machine learning model performance 信用卡欺诈检测:SMOTE重采样和机器学习模型性能的评估
International Journal of Business Intelligence and Data Mining Pub Date : 2023-01-01 DOI: 10.1504/ijbidm.2023.131791
Faleh Alshameri, Ran Xia
{"title":"Credit card fraud detection: an evaluation of SMOTE resampling and machine learning model performance","authors":"Faleh Alshameri, Ran Xia","doi":"10.1504/ijbidm.2023.131791","DOIUrl":"https://doi.org/10.1504/ijbidm.2023.131791","url":null,"abstract":"","PeriodicalId":35458,"journal":{"name":"International Journal of Business Intelligence and Data Mining","volume":"14 1","pages":"1-13"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87248073","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
Data quality-based view selection in big data integration system 基于数据质量的大数据集成系统视图选择
International Journal of Business Intelligence and Data Mining Pub Date : 2023-01-01 DOI: 10.1504/ijbidm.2023.133139
Samir Anter
{"title":"Data quality-based view selection in big data integration system","authors":"Samir Anter","doi":"10.1504/ijbidm.2023.133139","DOIUrl":"https://doi.org/10.1504/ijbidm.2023.133139","url":null,"abstract":"","PeriodicalId":35458,"journal":{"name":"International Journal of Business Intelligence and Data Mining","volume":"28 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":"134888688","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
Variable item value-based high utility itemset recommendation using statistical approach 基于变量项目价值的高效用项目集推荐
International Journal of Business Intelligence and Data Mining Pub Date : 2023-01-01 DOI: 10.1504/ijbidm.2023.10047036
Abdullah Bokir, V. Narasimha
{"title":"Variable item value-based high utility itemset recommendation using statistical approach","authors":"Abdullah Bokir, V. Narasimha","doi":"10.1504/ijbidm.2023.10047036","DOIUrl":"https://doi.org/10.1504/ijbidm.2023.10047036","url":null,"abstract":"","PeriodicalId":35458,"journal":{"name":"International Journal of Business Intelligence and Data Mining","volume":"43 1","pages":"101-124"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85527489","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 novel classification-based parallel frequent pattern discovery model for decision making and strategic planning in retailing 基于分类的零售决策与战略规划并行频繁模式发现模型
International Journal of Business Intelligence and Data Mining Pub Date : 2023-01-01 DOI: 10.1504/ijbidm.2023.10046447
Rajiv Senapati
{"title":"A novel classification-based parallel frequent pattern discovery model for decision making and strategic planning in retailing","authors":"Rajiv Senapati","doi":"10.1504/ijbidm.2023.10046447","DOIUrl":"https://doi.org/10.1504/ijbidm.2023.10046447","url":null,"abstract":"","PeriodicalId":35458,"journal":{"name":"International Journal of Business Intelligence and Data Mining","volume":"59 1","pages":"184-200"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87681485","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
Using unstructured logs generated in complex large-scale micro-service-based architecture for data analysis 利用复杂的大规模微服务架构中生成的非结构化日志进行数据分析
International Journal of Business Intelligence and Data Mining Pub Date : 2023-01-01 DOI: 10.1504/ijbidm.2023.127294
Anukampa Behera, Sitesh Behera, C. Panigrahi, T. Weng
{"title":"Using unstructured logs generated in complex large-scale micro-service-based architecture for data analysis","authors":"Anukampa Behera, Sitesh Behera, C. Panigrahi, T. Weng","doi":"10.1504/ijbidm.2023.127294","DOIUrl":"https://doi.org/10.1504/ijbidm.2023.127294","url":null,"abstract":"","PeriodicalId":35458,"journal":{"name":"International Journal of Business Intelligence and Data Mining","volume":"19 1","pages":"248-263"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85322857","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
Data quality-based view selection in big data integration system 基于数据质量的大数据集成系统视图选择
International Journal of Business Intelligence and Data Mining Pub Date : 2023-01-01 DOI: 10.1504/ijbidm.2023.10048381
S. Anter
{"title":"Data quality-based view selection in big data integration system","authors":"S. Anter","doi":"10.1504/ijbidm.2023.10048381","DOIUrl":"https://doi.org/10.1504/ijbidm.2023.10048381","url":null,"abstract":"","PeriodicalId":35458,"journal":{"name":"International Journal of Business Intelligence and Data Mining","volume":"23 1","pages":"264-276"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66663732","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
Evaluation of factors involved in predicting Indian stock price using machine learning algorithms 使用机器学习算法评估预测印度股票价格所涉及的因素
International Journal of Business Intelligence and Data Mining Pub Date : 2023-01-01 DOI: 10.1504/ijbidm.2023.10048648
Archit A. Vohra, Paresh Tanna
{"title":"Evaluation of factors involved in predicting Indian stock price using machine learning algorithms","authors":"Archit A. Vohra, Paresh Tanna","doi":"10.1504/ijbidm.2023.10048648","DOIUrl":"https://doi.org/10.1504/ijbidm.2023.10048648","url":null,"abstract":"","PeriodicalId":35458,"journal":{"name":"International Journal of Business Intelligence and Data Mining","volume":"23 1","pages":"201-263"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66663787","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
Exploring outliers in global economic dataset having the impact of COVID-19 pandemic 探索受新冠肺炎大流行影响的全球经济数据异常值
International Journal of Business Intelligence and Data Mining Pub Date : 2023-01-01 DOI: 10.1504/ijbidm.2023.129877
Anindita Desarkar, Ajanta Das, C. Chaudhuri
{"title":"Exploring outliers in global economic dataset having the impact of COVID-19 pandemic","authors":"Anindita Desarkar, Ajanta Das, C. Chaudhuri","doi":"10.1504/ijbidm.2023.129877","DOIUrl":"https://doi.org/10.1504/ijbidm.2023.129877","url":null,"abstract":"Outlier is a value that lies outside most of the other values in a dataset. Outlier exploration has a huge importance in almost all the industry applications like medical diagnosis, credit card fraudulence and intrusion detection systems. Similarly, in economic domain, it can be applied to analyse many unexpected events to harvest new knowledge like sudden crash of stock market, mismatch between country's per capita incomes and overall development, abrupt change in unemployment rate and steep falling of bank interest. These situations can arise due to several reasons, out of which the present COVID-19 pandemic is a leading one. This motivates the present researchers to identify a few such vulnerable areas in the economic sphere and ferret out the most affected countries for each of them. Two well-known machine-learning techniques DBSCAN and Z-score are utilised to get these insights, which can serve as a guideline towards improving the overall scenario subsequently. Copyright © 2023 Inderscience Enterprises Ltd.","PeriodicalId":35458,"journal":{"name":"International Journal of Business Intelligence and Data Mining","volume":"35 1","pages":"287-309"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86632043","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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