Innovations in Systems and Software Engineering最新文献

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Context-free dynamic service clustering of IoT-based services 基于物联网服务的上下文无关动态服务集群
IF 1.2
Innovations in Systems and Software Engineering Pub Date : 2022-07-27 DOI: 10.1007/s11334-022-00469-z
S. Mishra, A. Sarkar
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引用次数: 1
A profiling-based movie recommendation approach using link prediction 使用链接预测的基于分析的电影推荐方法
IF 1.2
Innovations in Systems and Software Engineering Pub Date : 2022-07-26 DOI: 10.1007/s11334-022-00472-4
Saubhik Goswami, S. Roy, Sneha Banerjee, Sohini Bhattacharya, S. Choudhury
{"title":"A profiling-based movie recommendation approach using link prediction","authors":"Saubhik Goswami, S. Roy, Sneha Banerjee, Sohini Bhattacharya, S. Choudhury","doi":"10.1007/s11334-022-00472-4","DOIUrl":"https://doi.org/10.1007/s11334-022-00472-4","url":null,"abstract":"","PeriodicalId":44465,"journal":{"name":"Innovations in Systems and Software Engineering","volume":" ","pages":""},"PeriodicalIF":1.2,"publicationDate":"2022-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45526619","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: 2
Strategic placement of access points for message communication in a smart building environment 智能建筑环境中信息通信接入点的战略布局
IF 1.2
Innovations in Systems and Software Engineering Pub Date : 2022-07-25 DOI: 10.1007/s11334-022-00466-2
S. Das, D. Saha, B. Sinha, K. Sinha
{"title":"Strategic placement of access points for message communication in a smart building environment","authors":"S. Das, D. Saha, B. Sinha, K. Sinha","doi":"10.1007/s11334-022-00466-2","DOIUrl":"https://doi.org/10.1007/s11334-022-00466-2","url":null,"abstract":"","PeriodicalId":44465,"journal":{"name":"Innovations in Systems and Software Engineering","volume":" ","pages":""},"PeriodicalIF":1.2,"publicationDate":"2022-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45854347","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
Eventual consensus in Synod: verification using a failure-aware actor model Synod中的最终共识:使用故障感知参与者模型进行验证
IF 1.2
Innovations in Systems and Software Engineering Pub Date : 2022-07-25 DOI: 10.1007/s11334-022-00463-5
S. Paul, G. Agha, S. Patterson, C. Varela
{"title":"Eventual consensus in Synod: verification using a failure-aware actor model","authors":"S. Paul, G. Agha, S. Patterson, C. Varela","doi":"10.1007/s11334-022-00463-5","DOIUrl":"https://doi.org/10.1007/s11334-022-00463-5","url":null,"abstract":"","PeriodicalId":44465,"journal":{"name":"Innovations in Systems and Software Engineering","volume":" ","pages":""},"PeriodicalIF":1.2,"publicationDate":"2022-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43610498","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 lightweight deep neural network for detection of mental states from physiological signals 一种用于从生理信号中检测心理状态的轻量级深度神经网络
IF 1.2
Innovations in Systems and Software Engineering Pub Date : 2022-07-23 DOI: 10.1007/s11334-022-00470-6
D. Chatterjee, Souvik Dutta, Rahul Shaikh, S. Saha
{"title":"A lightweight deep neural network for detection of mental states from physiological signals","authors":"D. Chatterjee, Souvik Dutta, Rahul Shaikh, S. Saha","doi":"10.1007/s11334-022-00470-6","DOIUrl":"https://doi.org/10.1007/s11334-022-00470-6","url":null,"abstract":"","PeriodicalId":44465,"journal":{"name":"Innovations in Systems and Software Engineering","volume":" ","pages":""},"PeriodicalIF":1.2,"publicationDate":"2022-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42611137","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: 2
Lightweight CNN-based malware image classification for resource-constrained applications 用于资源受限应用程序的基于CNN的轻量级恶意软件图像分类
IF 1.2
Innovations in Systems and Software Engineering Pub Date : 2022-07-13 DOI: 10.1007/s11334-022-00461-7
Ashlesha Hota, Subir Panja, A. Nag
{"title":"Lightweight CNN-based malware image classification for resource-constrained applications","authors":"Ashlesha Hota, Subir Panja, A. Nag","doi":"10.1007/s11334-022-00461-7","DOIUrl":"https://doi.org/10.1007/s11334-022-00461-7","url":null,"abstract":"","PeriodicalId":44465,"journal":{"name":"Innovations in Systems and Software Engineering","volume":" ","pages":""},"PeriodicalIF":1.2,"publicationDate":"2022-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47143747","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
3PcGE: 3-parent child-based genetic evolution for software defect prediction 3PcGE:用于软件缺陷预测的基于三亲子的遗传进化
IF 1.2
Innovations in Systems and Software Engineering Pub Date : 2022-06-13 DOI: 10.1007/s11334-021-00427-1
Somya Goyal
{"title":"3PcGE: 3-parent child-based genetic evolution for software defect prediction","authors":"Somya Goyal","doi":"10.1007/s11334-021-00427-1","DOIUrl":"https://doi.org/10.1007/s11334-021-00427-1","url":null,"abstract":"","PeriodicalId":44465,"journal":{"name":"Innovations in Systems and Software Engineering","volume":"19 1","pages":"197 - 216"},"PeriodicalIF":1.2,"publicationDate":"2022-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45201262","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: 4
STROVE: spatial data infrastructure enabled cloud-fog-edge computing framework for combating COVID-19 pandemic. STROVE:用于抗击COVID-19大流行的空间数据基础设施支持的云-雾边缘计算框架
IF 1.1
Innovations in Systems and Software Engineering Pub Date : 2022-06-02 DOI: 10.1007/s11334-022-00458-2
Shreya Ghosh, Anwesha Mukherjee
{"title":"STROVE: spatial data infrastructure enabled cloud-fog-edge computing framework for combating COVID-19 pandemic.","authors":"Shreya Ghosh, Anwesha Mukherjee","doi":"10.1007/s11334-022-00458-2","DOIUrl":"10.1007/s11334-022-00458-2","url":null,"abstract":"<p><p>The outbreak of 2019 novel coronavirus (COVID-19) has triggered unprecedented challenges and put the whole world in a parlous condition. The impacts of COVID-19 is a matter of grave concern in terms of fatality rate, socio-economical condition, health infrastructure. It is obvious that only pharmaceutical solutions (vaccine) cannot eradicate this pandemic completely, and effective strategies regarding lockdown measures, restricted mobility, emergency services to users-in brief data-driven decision system is of utmost importance. This necessitates an efficient data analytics framework, data infrastructure to store, manage pandemic related information, and distributed computing platform to support such data-driven operations. In the past few decades, Internet of Things-based devices and applications have emerged significantly in various sectors including healthcare and time-critical applications. To be specific, health-sensors help to accumulate health-related parameters at different time-instances of a day, the movement sensors keep track of mobility traces of the user, and helps to assist them in varied conditions. The smartphones are equipped with several such sensors and the ability of low-cost connected sensors to cover large areas makes it the most useful component to combat pandemics such as COVID-19. However, analysing and managing the huge amount of data generated by these sensors is a big challenge. In this paper we have proposed a unified framework which has three major components: (i) Spatial Data Infrastructure to manage, store, analyse and share spatio-temporal information with stakeholders efficiently, (ii) Cloud-Fog-Edge-based hierarchical architecture to support preliminary diagnosis, monitoring patients' mobility, health parameters and activities while they are in quarantine or home-based treatment, and (iii) Assisting users in varied emergency situation leveraging efficient data-driven techniques at low-latency and energy consumption. The mobility data analytics along with SDI is required to interpret the movement dynamics of the region and correlate with COVID-19 hotspots. Further, Cloud-Fog-Edge-based system architecture is required to provision healthcare services efficiently and in timely manner. The proposed framework yields encouraging results in taking decisions based on the COVID-19 context and assisting users effectively by enhancing accuracy of detecting suspected infected people by <math><mo>∼</mo></math> 24% and reducing delay by <math><mo>∼</mo></math> 55% compared to cloud-only system.</p>","PeriodicalId":44465,"journal":{"name":"Innovations in Systems and Software Engineering","volume":"1 1","pages":"1-17"},"PeriodicalIF":1.1,"publicationDate":"2022-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9162382/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48361472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficiency of oversampling methods for enhancing software defect prediction by using imbalanced data 过采样方法在利用不平衡数据增强软件缺陷预测中的有效性
IF 1.2
Innovations in Systems and Software Engineering Pub Date : 2022-06-01 DOI: 10.1007/s11334-022-00457-3
T. R. Benala, Karunya Tantati
{"title":"Efficiency of oversampling methods for enhancing software defect prediction by using imbalanced data","authors":"T. R. Benala, Karunya Tantati","doi":"10.1007/s11334-022-00457-3","DOIUrl":"https://doi.org/10.1007/s11334-022-00457-3","url":null,"abstract":"","PeriodicalId":44465,"journal":{"name":"Innovations in Systems and Software Engineering","volume":"19 1","pages":"247 - 263"},"PeriodicalIF":1.2,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45259309","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
Emotion detection for online recommender system using deep learning: a proposed method 基于深度学习的在线推荐系统情感检测方法
IF 1.2
Innovations in Systems and Software Engineering Pub Date : 2022-05-17 DOI: 10.1007/s11334-022-00437-7
Soma Bandyopadhyay, S. S. Thakur, J. K. Mandal
{"title":"Emotion detection for online recommender system using deep learning: a proposed method","authors":"Soma Bandyopadhyay, S. S. Thakur, J. K. Mandal","doi":"10.1007/s11334-022-00437-7","DOIUrl":"https://doi.org/10.1007/s11334-022-00437-7","url":null,"abstract":"","PeriodicalId":44465,"journal":{"name":"Innovations in Systems and Software Engineering","volume":" ","pages":""},"PeriodicalIF":1.2,"publicationDate":"2022-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44476457","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: 2
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