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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":null,"pages":null},"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
Linguistic hesitant fuzzy interactive multi-attribute group decision making for enterprise resource planning selection 用于企业资源规划选择的语言犹豫模糊交互式多属性群体决策
IF 3.6 2区 管理学
Journal of Management Analytics Pub Date : 2024-08-08 DOI: 10.1080/23270012.2024.2371517
S. Wan, Chun-yan Zeng, Jiu-ying Dong, Si-Shi Hu
{"title":"Linguistic hesitant fuzzy interactive multi-attribute group decision making for enterprise resource planning selection","authors":"S. Wan, Chun-yan Zeng, Jiu-ying Dong, Si-Shi Hu","doi":"10.1080/23270012.2024.2371517","DOIUrl":"https://doi.org/10.1080/23270012.2024.2371517","url":null,"abstract":"","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141926978","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":null,"pages":null},"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":null,"pages":null},"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":null,"pages":null},"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":null,"pages":null},"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":null,"pages":null},"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
On modeling acquirer delisting post-merger using machine learning techniques 利用机器学习技术建立并购后收购方退市模型
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-05-20 DOI: 10.1080/23270012.2024.2348475
E. Thompson, Changki Kim, So-Yeun Kim
{"title":"On modeling acquirer delisting post-merger using machine learning techniques","authors":"E. Thompson, Changki Kim, So-Yeun Kim","doi":"10.1080/23270012.2024.2348475","DOIUrl":"https://doi.org/10.1080/23270012.2024.2348475","url":null,"abstract":"","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":null,"pages":null},"PeriodicalIF":5.9,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141120433","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
Rating disclosure analysis: compensation reform consequence on counteracting biased credit ratings 评级披露分析：补偿改革对抵消偏颇信用评级的影响
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-05-20 DOI: 10.1080/23270012.2024.2328516
Kittiphod Charoontham, Kessara Kanchanapoom, Nartraphee Tancho, Jirawat Worakantak
{"title":"Rating disclosure analysis: compensation reform consequence on counteracting biased credit ratings","authors":"Kittiphod Charoontham, Kessara Kanchanapoom, Nartraphee Tancho, Jirawat Worakantak","doi":"10.1080/23270012.2024.2328516","DOIUrl":"https://doi.org/10.1080/23270012.2024.2328516","url":null,"abstract":"","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":null,"pages":null},"PeriodicalIF":5.9,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141122358","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
Does target-based performance evaluation system reduce pollution emissions? Firm-level evidence from China 基于目标的绩效评估体系是否能减少污染排放？来自中国企业层面的证据
IF 5.9 2区 管理学
Journal of Management Analytics Pub Date : 2024-05-20 DOI: 10.1080/23270012.2024.2348467
Jinming Guan, Dongwei He, Hanwen Zhang, Qigui Zhu
{"title":"Does target-based performance evaluation system reduce pollution emissions? Firm-level evidence from China","authors":"Jinming Guan, Dongwei He, Hanwen Zhang, Qigui Zhu","doi":"10.1080/23270012.2024.2348467","DOIUrl":"https://doi.org/10.1080/23270012.2024.2348467","url":null,"abstract":"","PeriodicalId":46290,"journal":{"name":"Journal of Management Analytics","volume":null,"pages":null},"PeriodicalIF":5.9,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141121594","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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