Pub Date : 2024-08-12DOI: 10.1080/23270012.2024.2377168
Shengkun Xie, Jin Zhang
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...
准确预测车祸中的致命事件对健康管理具有重要意义。本文探讨了不平衡数据处理技术在机器学习中的应用。
{"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}
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...
{"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}
Pub Date : 2024-08-04DOI: 10.1080/23270012.2024.2371518
Meditya Wasesa, Mochammad Agus Afrianto, Fakhri Ihsan Ramadhan, Yos Sunitiyoso, Shimaditya Nuraeni, Utomo Sarjono Putro, Sri Hastuti
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...
{"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}
Pub Date : 2024-07-30DOI: 10.1080/23270012.2024.2372632
Fatemeh Navazi, Yufei Yuan, Norm Archer
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...
{"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}
Pub Date : 2024-06-17DOI: 10.1080/23270012.2024.2362635
Hui Li, Qinghua Hou, Hong Wang, Borong Zou, Ao Lou, Changwen Yuan
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...
{"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}
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 (...
{"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}
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 ...
{"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}
Pub Date : 2024-03-05DOI: 10.1080/23270012.2024.2306624
Katarzyna Miszczyńska, Elżbieta Antczak
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 ...
{"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}
Pub Date : 2024-02-26DOI: 10.1080/23270012.2024.2306929
Susana Álvarez-Díez, J. Samuel Baixauli-Soler, Anna Kondratenko, Gabriel Lozano-Reina
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...
{"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}
Pub Date : 2024-02-08DOI: 10.1080/23270012.2024.2306628
Francis Bowen, Janaína Siegler
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...
企业集群识别是帮助了解地区和全球供应链以及制定经济政策和物流的重要课题。这项工作旨在利用...
{"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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：