Journal of Management Analytics最新文献

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Handling highly imbalanced data for classifying fatality of auto collisions using machine learning techniques 利用机器学习技术处理高度不平衡数据,对汽车碰撞死亡率进行分类
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-08-12 DOI: 10.1080/23270012.2024.2377168
Shengkun Xie, Jin Zhang
{"title":"Handling highly imbalanced data for classifying fatality of auto collisions using machine learning techniques","authors":"Shengkun Xie, Jin Zhang","doi":"10.1080/23270012.2024.2377168","DOIUrl":"https://doi.org/10.1080/23270012.2024.2377168","url":null,"abstract":"Accurate prediction of fatal events in car accidents has significant health management implications. This research article explores the application of imbalanced data handling techniques in machine...","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":"106 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141933893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Emergency production of medical products: partial decentralization vs. complete decentralization 医疗产品的紧急生产:部分下放与完全下放
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-08-05 DOI: 10.1080/23270012.2024.2372638
Huaige Zhang, Yimeng He, Yuke Hu, Yeming Gong, Xianpei Hong, Li Zhang
{"title":"Emergency production of medical products: partial decentralization vs. complete decentralization","authors":"Huaige Zhang, Yimeng He, Yuke Hu, Yeming Gong, Xianpei Hong, Li Zhang","doi":"10.1080/23270012.2024.2372638","DOIUrl":"https://doi.org/10.1080/23270012.2024.2372638","url":null,"abstract":"In the emergency production of medical products, the supplier with raw materials is often the leader in the game and has the advantage of determining the supply chain structure. Previous research o...","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":"40 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141933894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using smart card data to develop origin-destination matrix-based business analytics for bus rapid transit systems: case study of Jakarta, Indonesia 利用智能卡数据为快速公交系统开发基于始发站矩阵的业务分析:印度尼西亚雅加达案例研究
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-08-04 DOI: 10.1080/23270012.2024.2371518
Meditya Wasesa, Mochammad Agus Afrianto, Fakhri Ihsan Ramadhan, Yos Sunitiyoso, Shimaditya Nuraeni, Utomo Sarjono Putro, Sri Hastuti
{"title":"Using smart card data to develop origin-destination matrix-based business analytics for bus rapid transit systems: case study of Jakarta, Indonesia","authors":"Meditya Wasesa, Mochammad Agus Afrianto, Fakhri Ihsan Ramadhan, Yos Sunitiyoso, Shimaditya Nuraeni, Utomo Sarjono Putro, Sri Hastuti","doi":"10.1080/23270012.2024.2371518","DOIUrl":"https://doi.org/10.1080/23270012.2024.2371518","url":null,"abstract":"Bus rapid transit systems (BRT) have been an indispensable public transportation pillar, especially in densely populated regions. Accurate insight into the BRT network's utilization is vital in BRT...","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":"86 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141933895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A review of big data analytics models for assessing non-pharmaceutical interventions for COVID-19 pandemic management 用于评估 COVID-19 大流行管理非药物干预措施的大数据分析模型综述
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-07-30 DOI: 10.1080/23270012.2024.2372632
Fatemeh Navazi, Yufei Yuan, Norm Archer
{"title":"A review of big data analytics models for assessing non-pharmaceutical interventions for COVID-19 pandemic management","authors":"Fatemeh Navazi, Yufei Yuan, Norm Archer","doi":"10.1080/23270012.2024.2372632","DOIUrl":"https://doi.org/10.1080/23270012.2024.2372632","url":null,"abstract":"Before vaccine development during the COVID-19 pandemic, Non-Pharmaceutical Interventions (NPIs) were the only solutions to mitigate COVID-19 infections. Governments continued to use them even afte...","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":"73 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141867456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recognition of pulse-in-pulse modulation type of radar signal based on feature extraction 基于特征提取的脉冲内调制型雷达信号识别
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-06-17 DOI: 10.1080/23270012.2024.2362635
Hui Li, Qinghua Hou, Hong Wang, Borong Zou, Ao Lou, Changwen Yuan
{"title":"Recognition of pulse-in-pulse modulation type of radar signal based on feature extraction","authors":"Hui Li, Qinghua Hou, Hong Wang, Borong Zou, Ao Lou, Changwen Yuan","doi":"10.1080/23270012.2024.2362635","DOIUrl":"https://doi.org/10.1080/23270012.2024.2362635","url":null,"abstract":"In order to solve the problem of identifying radar signal modulation types in a complex electromagnetic environment, this paper analyzes and evaluates some of the existing identification methods, s...","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":"3 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141528773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Three-way decision TOPSIS for food business location under a benefit-opportunity-cost-risk platform 效益-机会-成本-风险平台下食品企业选址的三方决策 TOPSIS
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-05-28 DOI: 10.1080/23270012.2024.2348480
Shawn Andre Scott, Celbert Himang, Rosein Ancheta , Jr., Fatima Maturan, Joerabell Lourdes Aro, Samantha Shane Evangelista, Nadine May Atibing, Lanndon Ocampo
{"title":"Three-way decision TOPSIS for food business location under a benefit-opportunity-cost-risk platform","authors":"Shawn Andre Scott, Celbert Himang, Rosein Ancheta , Jr., Fatima Maturan, Joerabell Lourdes Aro, Samantha Shane Evangelista, Nadine May Atibing, Lanndon Ocampo","doi":"10.1080/23270012.2024.2348480","DOIUrl":"https://doi.org/10.1080/23270012.2024.2348480","url":null,"abstract":"This work holistically evaluates the factors that can aid decision makers in finding the optimal location for food businesses in developing economies. It integrates the analytic hierarchy process (...","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":"16 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141501686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic pricing and replenishment policy under price, time, and service level-dependent demand and preservation investment 在价格、时间和服务水平取决于需求和保值投资的情况下的动态定价和补货政策
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-03-07 DOI: 10.1080/23270012.2024.2306616
Indrani Modak, Sudarshan Bardhan, Bibhas Chandra Giri
{"title":"Dynamic pricing and replenishment policy under price, time, and service level-dependent demand and preservation investment","authors":"Indrani Modak, Sudarshan Bardhan, Bibhas Chandra Giri","doi":"10.1080/23270012.2024.2306616","DOIUrl":"https://doi.org/10.1080/23270012.2024.2306616","url":null,"abstract":"Time, price, and servicing are three important factors which affect the demand for any product. In a multi-period inventory model, different pricing in different periods may have a positive impact ...","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":"17 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140126487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Financial and non-financial determinants of the indebtedness of hospitals. The case of Poland 医院负债的财务和非财务决定因素。波兰案例
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-03-05 DOI: 10.1080/23270012.2024.2306624
Katarzyna Miszczyńska, Elżbieta Antczak
{"title":"Financial and non-financial determinants of the indebtedness of hospitals. The case of Poland","authors":"Katarzyna Miszczyńska, Elżbieta Antczak","doi":"10.1080/23270012.2024.2306624","DOIUrl":"https://doi.org/10.1080/23270012.2024.2306624","url":null,"abstract":"The performance of Polish healthcare is still far from satisfactory, which is connected with growing indebtedness that adversely affects not only the development of healthcare but also the quality ...","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":"28 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140054932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dividend announcement and the value of sentiment analysis 股息公告和情绪分析的价值
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-02-26 DOI: 10.1080/23270012.2024.2306929
Susana Álvarez-Díez, J. Samuel Baixauli-Soler, Anna Kondratenko, Gabriel Lozano-Reina
{"title":"Dividend announcement and the value of sentiment analysis","authors":"Susana Álvarez-Díez, J. Samuel Baixauli-Soler, Anna Kondratenko, Gabriel Lozano-Reina","doi":"10.1080/23270012.2024.2306929","DOIUrl":"https://doi.org/10.1080/23270012.2024.2306929","url":null,"abstract":"Payout policy constitutes one of the most important corporate financial decisions since dividends are essential factors in determining a firm’s value. A dividend announcement generates a market sig...","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":"10 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140009359","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Self-organizing maps: a novel approach to identify and map business clusters 自组织地图:识别和绘制企业集群的新方法
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-02-08 DOI: 10.1080/23270012.2024.2306628
Francis Bowen, Janaína Siegler
{"title":"Self-organizing maps: a novel approach to identify and map business clusters","authors":"Francis Bowen, Janaína Siegler","doi":"10.1080/23270012.2024.2306628","DOIUrl":"https://doi.org/10.1080/23270012.2024.2306628","url":null,"abstract":"Business cluster identification is an essential topic for helping understand regional and global supply chains and establishing economic policies and logistics. This work aims to leverage the benef...","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":"9 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139766259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","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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