Pub Date : 2023-01-01DOI: 10.1504/ijaacs.2023.134113
Ridhima Mehta
{"title":"Performance modelling of Aloha wireless networks under the influence of varying traffic load characteristics","authors":"Ridhima Mehta","doi":"10.1504/ijaacs.2023.134113","DOIUrl":"https://doi.org/10.1504/ijaacs.2023.134113","url":null,"abstract":"","PeriodicalId":38798,"journal":{"name":"International Journal of Autonomous and Adaptive Communications Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136302306","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}
Pub Date : 2023-01-01DOI: 10.1504/ijaacs.2023.134851
Mingfang Jiang
{"title":"Reversible data hiding algorithm in encrypted images using adaptive total variation and cross-cyclic shift","authors":"Mingfang Jiang","doi":"10.1504/ijaacs.2023.134851","DOIUrl":"https://doi.org/10.1504/ijaacs.2023.134851","url":null,"abstract":"","PeriodicalId":38798,"journal":{"name":"International Journal of Autonomous and Adaptive Communications Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135709252","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}
Pub Date : 2022-12-09DOI: 10.1504/ijaacs.2024.10046125
D. Singh, Kretika Tiwari
One of the most actively studied topics in modern medicine is the use of deep learning and patient clinical data to make medication and ADR recommendations. However, the clinical community still has some work to do in order to build a model that hybridises the recommendation system. As a social media learning based deep auto-encoder model for clinical recommendation, this research proposes a hybrid model that combines deep self-decoder with Top n similar co-patient information to produce a joint optimisation function (SAeCR). Implicit clinical information can be extracted using the network representation learning technique. Three experiments were conducted on two real-world social network data sets to assess the efficacy of the SAeCR model. As demonstrated by the experiments, the suggested model outperforms the other classification method on a larger and sparser data set. In addition, social network data can help doctors determine the nature of a patient's relationship with a co-patient. The SAeCR model is more effective since it incorporates insights from network representation learning and social theory.
{"title":"Social Media Based Deep Auto-Encoder Model for Clinical Recommendation","authors":"D. Singh, Kretika Tiwari","doi":"10.1504/ijaacs.2024.10046125","DOIUrl":"https://doi.org/10.1504/ijaacs.2024.10046125","url":null,"abstract":"One of the most actively studied topics in modern medicine is the use of deep learning and patient clinical data to make medication and ADR recommendations. However, the clinical community still has some work to do in order to build a model that hybridises the recommendation system. As a social media learning based deep auto-encoder model for clinical recommendation, this research proposes a hybrid model that combines deep self-decoder with Top n similar co-patient information to produce a joint optimisation function (SAeCR). Implicit clinical information can be extracted using the network representation learning technique. Three experiments were conducted on two real-world social network data sets to assess the efficacy of the SAeCR model. As demonstrated by the experiments, the suggested model outperforms the other classification method on a larger and sparser data set. In addition, social network data can help doctors determine the nature of a patient's relationship with a co-patient. The SAeCR model is more effective since it incorporates insights from network representation learning and social theory.","PeriodicalId":38798,"journal":{"name":"International Journal of Autonomous and Adaptive Communications Systems","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2022-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46595685","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}
Pub Date : 2022-01-01DOI: 10.1504/ijaacs.2022.10034568
Ying Li
{"title":"Encryption Of Ciphertext Data In Internet Of Things Based On Hecrt Key Management","authors":"Ying Li","doi":"10.1504/ijaacs.2022.10034568","DOIUrl":"https://doi.org/10.1504/ijaacs.2022.10034568","url":null,"abstract":"","PeriodicalId":38798,"journal":{"name":"International Journal of Autonomous and Adaptive Communications Systems","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66764270","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}
Pub Date : 2022-01-01DOI: 10.1504/ijaacs.2023.10032772
Xiang Li
{"title":"Dynamic acquisition method of a user's implicit information demand based on association rule mining","authors":"Xiang Li","doi":"10.1504/ijaacs.2023.10032772","DOIUrl":"https://doi.org/10.1504/ijaacs.2023.10032772","url":null,"abstract":"","PeriodicalId":38798,"journal":{"name":"International Journal of Autonomous and Adaptive Communications Systems","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78391071","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}
Pub Date : 2022-01-01DOI: 10.1504/ijaacs.2022.123462
Shanshan Guo, Zhanyou Ma, Xiangran Yu, Li Chen
{"title":"An energy saving strategy based on M/M/c queueing model with preemptive priority and asynchronous working vacation","authors":"Shanshan Guo, Zhanyou Ma, Xiangran Yu, Li Chen","doi":"10.1504/ijaacs.2022.123462","DOIUrl":"https://doi.org/10.1504/ijaacs.2022.123462","url":null,"abstract":"","PeriodicalId":38798,"journal":{"name":"International Journal of Autonomous and Adaptive Communications Systems","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75898796","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}
Pub Date : 2022-01-01DOI: 10.1504/ijaacs.2021.10031154
Lin-lin Li
{"title":"The intrusion data mining method for distributed network based on fuzzy kernel clustering algorithm","authors":"Lin-lin Li","doi":"10.1504/ijaacs.2021.10031154","DOIUrl":"https://doi.org/10.1504/ijaacs.2021.10031154","url":null,"abstract":"","PeriodicalId":38798,"journal":{"name":"International Journal of Autonomous and Adaptive Communications Systems","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74953024","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}
Pub Date : 2022-01-01DOI: 10.1504/ijaacs.2022.10031881
Rongtao Liao, Zhihua Xiao, Yixi Wang, Dangdang Dai
{"title":"Security state monitoring method for perception node in the power internet of things based on a low rank model","authors":"Rongtao Liao, Zhihua Xiao, Yixi Wang, Dangdang Dai","doi":"10.1504/ijaacs.2022.10031881","DOIUrl":"https://doi.org/10.1504/ijaacs.2022.10031881","url":null,"abstract":"","PeriodicalId":38798,"journal":{"name":"International Journal of Autonomous and Adaptive Communications Systems","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76549423","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}
Pub Date : 2022-01-01DOI: 10.1504/ijaacs.2022.10034570
Liangdi Ma, Jie Zhou, Bintai Xu, Youxiang Zhu, Yingjie Jiang
{"title":"State scheduling method of redundant nodes in power communication network based on least square method","authors":"Liangdi Ma, Jie Zhou, Bintai Xu, Youxiang Zhu, Yingjie Jiang","doi":"10.1504/ijaacs.2022.10034570","DOIUrl":"https://doi.org/10.1504/ijaacs.2022.10034570","url":null,"abstract":"","PeriodicalId":38798,"journal":{"name":"International Journal of Autonomous and Adaptive Communications Systems","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86013840","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}
Pub Date : 2022-01-01DOI: 10.1504/ijaacs.2021.10031365
Dong He, Hongbing Huang, Yiyang Yao, Weiqiang Qi, Hong Li, D. Mao
{"title":"Resource monitoring method of the expandable cloud platform based on micro-service architecture","authors":"Dong He, Hongbing Huang, Yiyang Yao, Weiqiang Qi, Hong Li, D. Mao","doi":"10.1504/ijaacs.2021.10031365","DOIUrl":"https://doi.org/10.1504/ijaacs.2021.10031365","url":null,"abstract":"","PeriodicalId":38798,"journal":{"name":"International Journal of Autonomous and Adaptive Communications Systems","volume":null,"pages":null},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74243450","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}
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