Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.10060175
Gondhi Navabharat Reddy, Ravi Kumar C.V
{"title":"Deep learning-based channel estimation in MIMO system for pilot decontamination","authors":"Gondhi Navabharat Reddy, Ravi Kumar C.V","doi":"10.1504/ijahuc.2023.10060175","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.10060175","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"70 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":"135263179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.134604
Ajeet Singh, N.D. Patel
In quantum mechanics, the state of a particle can be fully characterised for all future periods based on the beginning conditions and knowledge of the potential occupied by the particle. This paper presents an overview of the integration of statistical machine learning and quantum mechanics. Furthermore, we provide simulation scenarios, classification behaviour, and empirical observations on healthcare data through the utilisation of Feynman diagrams (Feynman et al., 2010) and QLattice (Abzu, 2022). The experimental simulation is carried out in the following instances: 1) changing the number of updating loops; 2) calling the qgraph.fit function multiple times before updating the QLattice; 3) fitting and selecting graphs according to different loss functions; 4) setting the graphs max depth to comparatively higher or smaller values. The paper concludes by summarising the observations made throughout the study and discussing the potential for future work in this field.
在量子力学中，一个粒子的状态可以根据初始条件和对该粒子所占据的势的了解，在所有未来时期内得到充分的表征。本文概述了统计机器学习与量子力学的融合。此外，我们通过使用Feynman图(Feynman et al.， 2010)和QLattice (Abzu, 2022)提供模拟场景、分类行为和医疗保健数据的经验观察。在以下情况下进行了实验仿真:1)改变更新循环数;2)调用qgraph。在更新QLattice之前多次使用fit函数;3)根据不同的损失函数拟合和选择图;4)将图形的最大深度设置为相对较高或较小的值。论文最后总结了整个研究过程中的观察结果，并讨论了该领域未来工作的潜力。
{"title":"Quantum simulation scenarios and disease classification behaviour on diabetes data","authors":"Ajeet Singh, N.D. Patel","doi":"10.1504/ijahuc.2023.134604","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.134604","url":null,"abstract":"In quantum mechanics, the state of a particle can be fully characterised for all future periods based on the beginning conditions and knowledge of the potential occupied by the particle. This paper presents an overview of the integration of statistical machine learning and quantum mechanics. Furthermore, we provide simulation scenarios, classification behaviour, and empirical observations on healthcare data through the utilisation of Feynman diagrams (Feynman et al., 2010) and QLattice (Abzu, 2022). The experimental simulation is carried out in the following instances: 1) changing the number of updating loops; 2) calling the qgraph.fit function multiple times before updating the QLattice; 3) fitting and selecting graphs according to different loss functions; 4) setting the graphs max depth to comparatively higher or smaller values. The paper concludes by summarising the observations made throughout the study and discussing the potential for future work in this field.","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"49 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":"135263319","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.133447
Durgabati Podder, Keya Chowdhury, Subhrajyoti Deb, Nirmalya Kar
{"title":"Messed up(): a key generator-based image cryptosystem","authors":"Durgabati Podder, Keya Chowdhury, Subhrajyoti Deb, Nirmalya Kar","doi":"10.1504/ijahuc.2023.133447","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.133447","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"123 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":"135497468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.133449
S. Hari Krishnan, Charen Vishwa, M. Suchetha, Akshay Raman, Rajiv Raman, S. Sehastrajit, D. Edwin Dhas
{"title":"Comparative performance of deep learning architectures in classification of diabetic retinopathy","authors":"S. Hari Krishnan, Charen Vishwa, M. Suchetha, Akshay Raman, Rajiv Raman, S. Sehastrajit, D. Edwin Dhas","doi":"10.1504/ijahuc.2023.133449","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.133449","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"23 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":"135497488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.133001
Mahfuzulhoq Chowdhury
{"title":"Transcend: an ownership-based resource allocation strategy for service function chaining in NFV empowered 6G network using latency and user cost-awareness","authors":"Mahfuzulhoq Chowdhury","doi":"10.1504/ijahuc.2023.133001","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.133001","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"6 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":"136299063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.134764
Raed Alhamad
{"title":"Simultaneously transmitting and reflecting reconfigurable intelligent surfaces with multi-antenna energy harvesting and adaptive power","authors":"Raed Alhamad","doi":"10.1504/ijahuc.2023.134764","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.134764","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"44 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":"135610298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2022.10052528
Xiaowu Huang, Xifei Huang
{"title":"Research on the matching of environmental emergency prediction and emergency rescue resources based on deep learning","authors":"Xiaowu Huang, Xifei Huang","doi":"10.1504/ijahuc.2022.10052528","DOIUrl":"https://doi.org/10.1504/ijahuc.2022.10052528","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"38 1","pages":"116-125"},"PeriodicalIF":0.7,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85361321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.10056711
Sai Prabanjan Kumar Kalvapalli, C. Mala, V. Punitha
{"title":"A novel reformed normaliser free network with U-Net architecture for semantic segmentation","authors":"Sai Prabanjan Kumar Kalvapalli, C. Mala, V. Punitha","doi":"10.1504/ijahuc.2023.10056711","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.10056711","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"8 1","pages":"97-108"},"PeriodicalIF":0.7,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89021703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.10055685
Jatothu Brahmaiah Naik, S. Kalli, Ravi Boda
{"title":"Comparative analysis of image classification with retrieval system","authors":"Jatothu Brahmaiah Naik, S. Kalli, Ravi Boda","doi":"10.1504/ijahuc.2023.10055685","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.10055685","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"63 1","pages":"226-242"},"PeriodicalIF":0.7,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78297356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijahuc.2023.10056215
Manal Lamri, Sabri Lyazid
{"title":"XACML-based semantic rules language and ontological model for reconciling semantic differences of access control rules","authors":"Manal Lamri, Sabri Lyazid","doi":"10.1504/ijahuc.2023.10056215","DOIUrl":"https://doi.org/10.1504/ijahuc.2023.10056215","url":null,"abstract":"","PeriodicalId":50346,"journal":{"name":"International Journal of Ad Hoc and Ubiquitous Computing","volume":"35 1","pages":"1-17"},"PeriodicalIF":0.7,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80799207","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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