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IEEE Transactions on Emerging Topics in Computing最新文献

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Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics 减轻学生预测分析偏差的多层个性化联合学习
IF 5.9 2区 计算机科学
IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-06-07 DOI: 10.1109/tetc.2024.3407716
Yun-Wei Chu, Seyyedali Hosseinalipour, Elizabeth Tenorio, Laura Cruz, Kerrie Douglas, Andrew S. Lan, Christopher G. Brinton
{"title":"Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics","authors":"Yun-Wei Chu, Seyyedali Hosseinalipour, Elizabeth Tenorio, Laura Cruz, Kerrie Douglas, Andrew S. Lan, Christopher G. Brinton","doi":"10.1109/tetc.2024.3407716","DOIUrl":"https://doi.org/10.1109/tetc.2024.3407716","url":null,"abstract":"","PeriodicalId":13156,"journal":{"name":"IEEE Transactions on Emerging Topics in Computing","volume":"57 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141934475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Balancing Throughput and Fair Execution of Multi-DNN Workloads on Heterogeneous Embedded Devices 在异构嵌入式设备上平衡吞吐量和多 DNN 工作负载的公平执行
IF 5.9 2区 计算机科学
IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-06-06 DOI: 10.1109/tetc.2024.3407055
Andreas Karatzas, Iraklis Anagnostopoulos
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引用次数: 0
BCIM: Efficient Implementation of Binary Neural Network Based on Computation in Memory BCIM：基于内存计算的二元神经网络的高效实现
IF 5.9 2区 计算机科学
IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-06-04 DOI: 10.1109/tetc.2024.3406628
Mahdi Zahedi, Taha Shahroodi, Carlos Escuin, Georgi Gaydadjiev, Stephan Wong, Said Hamdioui
{"title":"BCIM: Efficient Implementation of Binary Neural Network Based on Computation in Memory","authors":"Mahdi Zahedi, Taha Shahroodi, Carlos Escuin, Georgi Gaydadjiev, Stephan Wong, Said Hamdioui","doi":"10.1109/tetc.2024.3406628","DOIUrl":"https://doi.org/10.1109/tetc.2024.3406628","url":null,"abstract":"","PeriodicalId":13156,"journal":{"name":"IEEE Transactions on Emerging Topics in Computing","volume":"14 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141934474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Online Resource Provisioning and Batch Scheduling for AIoT Inference Serving in an XPU Edge Cloud 在 XPU 边缘云中为人工智能物联网推理服务进行在线资源调配和批量调度
IF 5.9 2区 计算机科学
IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-05-30 DOI: 10.1109/tetc.2024.3403874
Rongkai Liu, Yuting Wu, Kongyange Zhao, Zhi Zhou, Xiang Gao, Xianchen Lin, Xiaoxi Zhang, Xu Chen, Gang Lu
{"title":"Online Resource Provisioning and Batch Scheduling for AIoT Inference Serving in an XPU Edge Cloud","authors":"Rongkai Liu, Yuting Wu, Kongyange Zhao, Zhi Zhou, Xiang Gao, Xianchen Lin, Xiaoxi Zhang, Xu Chen, Gang Lu","doi":"10.1109/tetc.2024.3403874","DOIUrl":"https://doi.org/10.1109/tetc.2024.3403874","url":null,"abstract":"","PeriodicalId":13156,"journal":{"name":"IEEE Transactions on Emerging Topics in Computing","volume":"17 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141188462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Linearizing Binary Optimization Problems Using Variable Posets for Ising Machines 利用伊辛机的可变 Posets 实现二元优化问题的线性化
IF 5.9 2区 计算机科学
IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-05-30 DOI: 10.1109/tetc.2024.3403871
Kentaro Ohno, Nozomu Togawa
{"title":"Linearizing Binary Optimization Problems Using Variable Posets for Ising Machines","authors":"Kentaro Ohno, Nozomu Togawa","doi":"10.1109/tetc.2024.3403871","DOIUrl":"https://doi.org/10.1109/tetc.2024.3403871","url":null,"abstract":"","PeriodicalId":13156,"journal":{"name":"IEEE Transactions on Emerging Topics in Computing","volume":"41 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141188268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fair Influence Maximization in Social Networks: A Community-Based Evolutionary Algorithm 社交网络中的公平影响力最大化：基于社群的进化算法
IF 5.9 2区 计算机科学
IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-05-30 DOI: 10.1109/tetc.2024.3403891
Kaicong Ma, Xinxiang Xu, Haipeng Yang, Renzhi Cao, Lei Zhang
{"title":"Fair Influence Maximization in Social Networks: A Community-Based Evolutionary Algorithm","authors":"Kaicong Ma, Xinxiang Xu, Haipeng Yang, Renzhi Cao, Lei Zhang","doi":"10.1109/tetc.2024.3403891","DOIUrl":"https://doi.org/10.1109/tetc.2024.3403891","url":null,"abstract":"","PeriodicalId":13156,"journal":{"name":"IEEE Transactions on Emerging Topics in Computing","volume":"70 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141188537","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating the Resilience Source of Classification Systems for Approximate Computing Techniques 探究近似计算技术分类系统的复原力来源
IF 5.9 2区 计算机科学
IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-05-30 DOI: 10.1109/tetc.2024.3403757
Mario Barbareschi, Salvatore Barone
{"title":"Investigating the Resilience Source of Classification Systems for Approximate Computing Techniques","authors":"Mario Barbareschi, Salvatore Barone","doi":"10.1109/tetc.2024.3403757","DOIUrl":"https://doi.org/10.1109/tetc.2024.3403757","url":null,"abstract":"","PeriodicalId":13156,"journal":{"name":"IEEE Transactions on Emerging Topics in Computing","volume":"45 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141188463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamically Activated De-glaring and Detail- Recovery for Low-light Image Enhancement Directly on Smart Cameras 直接在智能相机上动态激活去光晕和细节恢复功能，以增强弱光下的图像效果
IF 5.9 2区 计算机科学
IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-05-27 DOI: 10.1109/tetc.2024.3403935
Shao-Wei Dong, Ching-Hu Lu
{"title":"Dynamically Activated De-glaring and Detail- Recovery for Low-light Image Enhancement Directly on Smart Cameras","authors":"Shao-Wei Dong, Ching-Hu Lu","doi":"10.1109/tetc.2024.3403935","DOIUrl":"https://doi.org/10.1109/tetc.2024.3403935","url":null,"abstract":"","PeriodicalId":13156,"journal":{"name":"IEEE Transactions on Emerging Topics in Computing","volume":"1 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141170261","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing Knowledge Reusability: A Distributed Multitask Machine Learning Approach 增强知识的可重用性：分布式多任务机器学习方法
IF 5.9 2区 计算机科学
IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-05-06 DOI: 10.1109/tetc.2024.3390811
Qianyu Long, Christos Anagnostopoulos, Kostas Kolomvatsos
{"title":"Enhancing Knowledge Reusability: A Distributed Multitask Machine Learning Approach","authors":"Qianyu Long, Christos Anagnostopoulos, Kostas Kolomvatsos","doi":"10.1109/tetc.2024.3390811","DOIUrl":"https://doi.org/10.1109/tetc.2024.3390811","url":null,"abstract":"","PeriodicalId":13156,"journal":{"name":"IEEE Transactions on Emerging Topics in Computing","volume":"13 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140882153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SelfVis: Self-Supervised Learning for Human Activity Recognition based on Area Charts SelfVis：基于区域图的人类活动识别自我监督学习
IF 5.9 2区 计算机科学
IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-05-03 DOI: 10.1109/tetc.2024.3392850
Ai Jiang, Juan Ye
{"title":"SelfVis: Self-Supervised Learning for Human Activity Recognition based on Area Charts","authors":"Ai Jiang, Juan Ye","doi":"10.1109/tetc.2024.3392850","DOIUrl":"https://doi.org/10.1109/tetc.2024.3392850","url":null,"abstract":"","PeriodicalId":13156,"journal":{"name":"IEEE Transactions on Emerging Topics in Computing","volume":"8 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140826632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","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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