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Pervasive Computing in Space 空间普适计算
IF 1.6 4区 计算机科学
IEEE Pervasive Computing Pub Date : 2023-04-01 DOI: 10.1109/MPRV.2023.3263366
A. Diaz-Artiles, A. Ekblaw, Gregory Falco, Jeremy D. Frank, J. Paradiso
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引用次数: 0
Space: The Ultimate Computational Edge 空间：终极计算边缘
IF 1.6 4区 计算机科学
IEEE Pervasive Computing Pub Date : 2023-04-01 DOI: 10.1109/MPRV.2023.3263415
Zac Manchester, A. Loeb
{"title":"Space: The Ultimate Computational Edge","authors":"Zac Manchester, A. Loeb","doi":"10.1109/MPRV.2023.3263415","DOIUrl":"https://doi.org/10.1109/MPRV.2023.3263415","url":null,"abstract":"The space age was enabled by the invention of the transistor, and the close association of computing with the final frontier continues today. In fact, progress in low-power embedded electronics over the last decade has spawned a new breed of small, low-cost spacecraft, and a burgeoning commercial industry around them. This article documents some of that recent progress, while also looking forward to the tremendous opportunities that lie ahead at the intersection of embedded computing and space exploration.","PeriodicalId":55021,"journal":{"name":"IEEE Pervasive Computing","volume":"22 1","pages":"43-48"},"PeriodicalIF":1.6,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42956900","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}
引用次数: 0
Call for 2023 Major Awards Nominations 2023年主要奖项提名征集
4区 计算机科学
IEEE Pervasive Computing Pub Date : 2023-04-01 DOI: 10.1109/mprv.2023.3280355
{"title":"Call for 2023 Major Awards Nominations","authors":"","doi":"10.1109/mprv.2023.3280355","DOIUrl":"https://doi.org/10.1109/mprv.2023.3280355","url":null,"abstract":"","PeriodicalId":55021,"journal":{"name":"IEEE Pervasive Computing","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135673443","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}
引用次数: 0
Human-Centered AI 以人为中心的人工智能
IF 1.6 4区 计算机科学
IEEE Pervasive Computing Pub Date : 2023-03-29 DOI: 10.1109/mprv.2023.3244009
Claudio Pinhanez, Florian Michahelles, Albrecht Schmidt
{"title":"Human-Centered AI","authors":"Claudio Pinhanez, Florian Michahelles, Albrecht Schmidt","doi":"10.1109/mprv.2023.3244009","DOIUrl":"https://doi.org/10.1109/mprv.2023.3244009","url":null,"abstract":"AI technology and systems are increasingly used in devices and systems that are part of the pervasive computing fabric of the world. However, people are critical in the design, operation, and use of those AI systems, and society has to ensure that those systems operate transparently, promote equitable outcomes, respect privacy, and effectively serve people’s needs. In this context, this special section focuses on human-centered AI provides a forum for papers investigating new forms of human–AI interactions and experiences that enhance and extend human capabilities in the context of pervasive applications and systems.","PeriodicalId":55021,"journal":{"name":"IEEE Pervasive Computing","volume":"56 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138528969","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}
引用次数: 0
Explainable Federated Learning: A Lifecycle Dashboard for Industrial Settings 可解释的联邦学习:工业设置的生命周期仪表板
IF 1.6 4区 计算机科学
IEEE Pervasive Computing Pub Date : 2023-01-01 DOI: 10.1109/MPRV.2022.3229166
Michael Ungersböck, Thomas Hiessl, D. Schall, F. Michahelles
{"title":"Explainable Federated Learning: A Lifecycle Dashboard for Industrial Settings","authors":"Michael Ungersböck, Thomas Hiessl, D. Schall, F. Michahelles","doi":"10.1109/MPRV.2022.3229166","DOIUrl":"https://doi.org/10.1109/MPRV.2022.3229166","url":null,"abstract":"As the adoption of federated learning (FL) in the manufacturing industry grows and systems get increasingly complex, a need to inspect their behavior arises. Stakeholders of the FL process want a more transparent system to understand the current state and analyze how its performance changed over time. However, current representation approaches are often not designed for industrial applications and do not cover the entire FL model lifecycle. We propose the lifecycle dashboard, which considers the different requirements and perspectives of industrial stakeholders by visualizing information from the FL server. In addition, our representation approach is generic enough to be applied to different use cases and industries. We evaluate the lifecycle dashboard in a semistructured expert interview, show improvements in the understandability of FL systems, and discuss possible use cases in the industry.","PeriodicalId":55021,"journal":{"name":"IEEE Pervasive Computing","volume":"22 1","pages":"19-28"},"PeriodicalIF":1.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43336063","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}
引用次数: 2
A New Beginning 新的开始
IF 1.6 4区 计算机科学
IEEE Pervasive Computing Pub Date : 2023-01-01 DOI: 10.1109/mprv.2023.3244010
F. Kawsar
{"title":"A New Beginning","authors":"F. Kawsar","doi":"10.1109/mprv.2023.3244010","DOIUrl":"https://doi.org/10.1109/mprv.2023.3244010","url":null,"abstract":"","PeriodicalId":55021,"journal":{"name":"IEEE Pervasive Computing","volume":"38 1","pages":"4-6"},"PeriodicalIF":1.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75486954","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}
引用次数: 0
Call for Participation: IEEE Quantum Week is Open for Submissions 呼吁参与：IEEE量子周开放供提交
IF 1.6 4区 计算机科学
IEEE Pervasive Computing Pub Date : 2023-01-01 DOI: 10.1109/mprv.2023.3251905
{"title":"Call for Participation: IEEE Quantum Week is Open for Submissions","authors":"","doi":"10.1109/mprv.2023.3251905","DOIUrl":"https://doi.org/10.1109/mprv.2023.3251905","url":null,"abstract":"This Conference looks for significant contributions to the Computer Networks, Communications, wireless and mobile computing for wired and wireless networks in theoretical and practical aspects. Original papers are invited on computer Networks, network protocols and wireless networks, Data communication Technologies, network security and mobile computing. The goal of this Conference is to bring together researchers and practitioners from academia and industry to focus on advanced networking concepts and establishing new collaborations in these areas.","PeriodicalId":55021,"journal":{"name":"IEEE Pervasive Computing","volume":"1 1","pages":""},"PeriodicalIF":1.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47389531","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}
引用次数: 0
CityOutlook+: Early Crowd Dynamics Forecast Through Unbiased Regression With Importance-Based Synthetic Oversampling CityOutlook+:基于重要性的合成过采样无偏回归的早期人群动态预测
4区 计算机科学
IEEE Pervasive Computing Pub Date : 2023-01-01 DOI: 10.1109/mprv.2023.3312652
Soto Anno, Kota Tsubouchi, Masamichi Shimosaka
{"title":"CityOutlook+: Early Crowd Dynamics Forecast Through Unbiased Regression With Importance-Based Synthetic Oversampling","authors":"Soto Anno, Kota Tsubouchi, Masamichi Shimosaka","doi":"10.1109/mprv.2023.3312652","DOIUrl":"https://doi.org/10.1109/mprv.2023.3312652","url":null,"abstract":"This article studies crowd dynamics forecast one week in advance to detect irregular urban events, which plays an important role in infection prevention and crowd control. Previous approaches have failed to deal with the scarcity of anomalous events, resulting in a large model bias, and could not quantify the number of visitors in anomalous crowding. We proposed an unbiased regression using importance weighting (IW), called CityOutlook, and successfully reduced the model bias and showed promising results. However, the straightforward weighting of the scarce data risks leading to the instability of the model due to the increase in model variance. To address this issue, we propose a nontrivial extension of our prior work called CityOutlook+ that realizes unbiased and <italic xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">less-variant</i> regression by performing synthetic minority oversampling based on the importance. We evaluate CityOutlook+ using real datasets and demonstrate the superiority of our model to CityOutlook and state-of-the-art approaches.","PeriodicalId":55021,"journal":{"name":"IEEE Pervasive Computing","volume":"1 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":"135754555","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}
引用次数: 0
Detecting Mobile Malware Associated With Global Pandemics 检测与全球流行病相关的移动恶意软件
4区 计算机科学
IEEE Pervasive Computing Pub Date : 2023-01-01 DOI: 10.1109/mprv.2023.3321218
Alfredo J. Perez, Sherali Zeadally, David Kingsley Tan
{"title":"Detecting Mobile Malware Associated With Global Pandemics","authors":"Alfredo J. Perez, Sherali Zeadally, David Kingsley Tan","doi":"10.1109/mprv.2023.3321218","DOIUrl":"https://doi.org/10.1109/mprv.2023.3321218","url":null,"abstract":"More than 6 billion smartphones available worldwide can enable governments and public health organizations to develop apps to manage global pandemics. However, hackers can take advantage of this opportunity to target the public in nefarious ways through malware disguised as pandemics-related apps. A recent analysis conducted during the COVID-19 pandemic showed that several variants of COVID-19 related malware were installed by the public from nontrusted sources. We propose the use of app permissions and an extra feature (the total number of permissions) to develop a static detector using machine learning (ML) models to enable the fast-detection of pandemics-related Android malware at installation time. Using a dataset of more than 2000 COVID-19 related apps and by evaluating ML models created using decision trees and Naive Bayes, our results show that pandemics-related malware apps can be detected with an accuracy above 90% using decision tree models with app permissions and the proposed feature.","PeriodicalId":55021,"journal":{"name":"IEEE Pervasive Computing","volume":"35 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":"135058249","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}
引用次数: 0
AI-driven Family Interaction Over Melded Space and Time 人工智能驱动的家庭互动在融合空间和时间
IF 1.6 4区 计算机科学
IEEE Pervasive Computing Pub Date : 2023-01-01 DOI: 10.1109/MPRV.2022.3232620
Bumsoo Kang, Seungwoo Kang, Inseok Hwang
{"title":"AI-driven Family Interaction Over Melded Space and Time","authors":"Bumsoo Kang, Seungwoo Kang, Inseok Hwang","doi":"10.1109/MPRV.2022.3232620","DOIUrl":"https://doi.org/10.1109/MPRV.2022.3232620","url":null,"abstract":"Computer-mediated interaction services connect people over a distance. However, we address that those people are often “locked in a frame”—which includes an interaction mode, a point in time, or a context of either person. We observe that such lock-ins make it difficult to shape the interaction to be mutually symmetric. In this article, we propose a semantic-equivalent melding of space and time to provide a new form of empathetic interaction. We present HomeMeld and MomentMeld, which aim to meld space and time by applying AI, respectively. HomeMeld provides a sense of living together to a family living apart with AI-driven autonomous robotic avatars. MomentMeld utilizes an ensemble of visual AI to create interaction topics by matching semantic-equivalent photos. In-the-wild experiments reveal that HomeMeld and MomentMeld open new possibilities for empathetic interaction. Finally, we introduce a new interaction service leveraging technical synergy of HomeMeld and MomentMeld.","PeriodicalId":55021,"journal":{"name":"IEEE Pervasive Computing","volume":"22 1","pages":"85-94"},"PeriodicalIF":1.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46267852","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}
引用次数: 3
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