IEEE Systems Man and Cybernetics Magazine最新文献_第10页

Artificial Identification, Blockchain, Cyberphysical Social Systems, Digital Twins, and Parallel Intelligence: Opportunities and Synergies Between the IEEE Council on Radio-Frequency Identification and Systems, Man, and Cybernetics Society [Essay] 人工识别、区块链、网络物理社会系统、数字孪生和并行智能:IEEE射频识别和系统委员会、人类和控制论学会之间的机会和协同作用[论文]

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2021-04-01 DOI: 10.1109/MSMC.2021.3062892

Fei-yue Wang, I. Rudas, Dongrui Wu, Xiao Wang, Yong Yuan, J. Zhang, Yidong Li, Gisele Bennett, Nazanin Bassiri-Gharb

引用次数: 3

AI-Augmented Behavior Analysis for Children With Developmental Disabilities: Building Toward Precision Treatment 发育障碍儿童的ai增强行为分析:朝着精确治疗的方向发展

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2021-02-21 DOI: 10.1109/MSMC.2021.3086989

Shadi Ghafghazi, Amarie Carnett, Leslie C. Neely, Arun Das, P. Rad

{"title":"AI-Augmented Behavior Analysis for Children With Developmental Disabilities: Building Toward Precision Treatment","authors":"Shadi Ghafghazi, Amarie Carnett, Leslie C. Neely, Arun Das, P. Rad","doi":"10.1109/MSMC.2021.3086989","DOIUrl":"https://doi.org/10.1109/MSMC.2021.3086989","url":null,"abstract":"Autism spectrum disorder is a developmental disorder characterized by significant social, communication, and behavioral challenges. Individuals diagnosed with autism, intellectual, and developmental disabilities (AUIDD) typically require long-term care and targeted treatment and teaching. Effective treatment of AUIDD relies on efficient and careful behavioral observations done by trained applied behavioral analysts (ABAs). However, this process overburdens ABAs by requiring the clinicians to collect and analyze data, identify the problem behaviors, conduct pattern analysis to categorize and predict categorical outcomes, hypothesize responsiveness to treatments, and detect the effects of treatment plans. Successful integration of digital technologies into clinical decision-making pipelines and the advancements in automated decision making using artificial intelligence (AI) algorithms highlights the importance of augmenting teaching and treatments using novel algorithms and high-fidelity sensors. In this article, we present an AI-augmented learning and applied behavior analytics (AI-ABA) platform to provide personalized treatment and learning plans to AUIDD individuals. By defining systematic experiments along with automated data collection and analysis, AI-ABA can promote self-regulative behavior using reinforcement-based augmented or virtual reality and other mobile platforms. Thus, AI-ABA could assist clinicians to focus on making precise data-driven decisions and increase the quality of individualized interventions for individuals with AUIDD.","PeriodicalId":43649,"journal":{"name":"IEEE Systems Man and Cybernetics Magazine","volume":"12 1","pages":"4-12"},"PeriodicalIF":3.2,"publicationDate":"2021-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87423405","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: 6

Virtual Microgrid Management via Software-Defined Energy Network for Electricity Sharing: Benefits and Challenges 通过软件定义能源网络实现电力共享的虚拟微电网管理:利益与挑战

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2021-02-01 DOI: 10.1109/MSMC.2021.3062018

P. Nardelli, Hafiz Majid Hussain, A. Narayanan, Yongheng Yang

引用次数: 12

Using Technology to Overcome COVID-19 Challenges [Editorial] 利用技术应对新冠疫情[社论]

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2021-01-14 DOI: 10.1109/MSMC.2020.3035955

S. Nahavandi

引用次数: 0

Advances for Indoor Fitness Tracking, Coaching, and Motivation: A Review of Existing Technological Advances 室内健身追踪、指导和激励的进展:现有技术进展综述

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2021-01-01 DOI: 10.1109/MSMC.2020.3017936

Tianyi Wang, Yanglei Gan, Scott D. Arena, Lubomir T. Chitkushev, Guanglan Zhang, Reza Rawassizadeh

引用次数: 5

Intelligent Games for Learning and the Remediation of Dyslexia: Using Automaticity Principles 智能游戏的学习和阅读障碍的补救:使用自动性原则

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2021-01-01 DOI: 10.1109/MSMC.2020.3007131

Hossein Jamshidifarsani, S. Garbaya, T. Lim, P. Blazevic

引用次数: 1

2021 Index IEEE Systems, Man, and Cybernetics Vol. 7 2021索引IEEE系统，人，和控制论卷7

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2021-01-01 DOI: 10.1109/msmc.2021.3124031

引用次数: 0

Some Multilinear Variants of Principal Component Analysis: Examples in Grayscale Image Recognition and Reconstruction 主成分分析的一些多线性变体:以灰度图像识别与重建为例

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2021-01-01 DOI: 10.1109/MSMC.2020.3012304

Richard A. Nelson, R. Roberts

{"title":"Some Multilinear Variants of Principal Component Analysis: Examples in Grayscale Image Recognition and Reconstruction","authors":"Richard A. Nelson, R. Roberts","doi":"10.1109/MSMC.2020.3012304","DOIUrl":"https://doi.org/10.1109/MSMC.2020.3012304","url":null,"abstract":"Principal component analysis (PCA) has long been used in computer vision applications such as face recognition. Here, we present an overview of some variants of PCA, including 2D PCA (2DPCA), bidirectional 2DPCA (B2DPCA), and coupled subspace analysis (CSA). Unlike conventional PCA, the variants 2DPCA, B2DPCA, and CSA preserve the original image structure, often providing better recognition and reconstruction results than those obtained with PCA. This article considers the background for these techniques and steps involved in applying these methods, including typical preprocessing of sample images, algorithm description, and classification. These variants of PCA have been successfully used in a number of different areas such as identification of wood species, biometrics (not limited to face recognition), medical imaging, and image compression, to name a few examples; we briefly mention some of these to provide an idea of the scope of applications. We address some advantages and disadvantages of these variants in relation to PCA. Utilizing the Modified National Institute of Standards and Technology (MNIST) digits and Fashion-MNIST image sets, we demonstrate application of CSA for image recognition and reconstruction compared to PCA. Finally, we mention how these PCA variants fit into a more general framework using tensors.","PeriodicalId":43649,"journal":{"name":"IEEE Systems Man and Cybernetics Magazine","volume":"3 1","pages":"25-35"},"PeriodicalIF":3.2,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76645001","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

Smart Cushion-Based Activity Recognition: Prompting Users to Maintain a Healthy Seated Posture 基于坐垫的智能活动识别:提示用户保持健康的坐姿

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2020-10-01 DOI: 10.1109/MSMC.2019.2962226

Congcong Ma, Wenfeng Li, Raffaele Gravina, Juan Du, Qimeng Li, G. Fortino

{"title":"Smart Cushion-Based Activity Recognition: Prompting Users to Maintain a Healthy Seated Posture","authors":"Congcong Ma, Wenfeng Li, Raffaele Gravina, Juan Du, Qimeng Li, G. Fortino","doi":"10.1109/MSMC.2019.2962226","DOIUrl":"https://doi.org/10.1109/MSMC.2019.2962226","url":null,"abstract":"In the emerging wearable world, a plethora of smart devices are being designed to facilitate our daily life. More activities, such as student learning, desk office work, or driving are requiring human beings to spend a significant portion of their daily life sitting on a chair. As a result, there is increasing interest in the development of technologies that monitor and support seated users. The most iconic examples of this are the smart chair and the smart cushion. To prompt users to maintain healthy sitting posture and to encourage them to have a short break after prolonged sitting, several studies focus on the detection, monitoring, and analysis of sitting postures. The smart cushion, in particular, is a very promising device in this context because it is noninvasive and can be conveniently deployed on the seat or backrest, making an ordinary chair, sofa, or even a car seat suddenly smart. This article reviews our previous research studies and the results related to sitting posture recognition using the smart cushion. We will show that very diversified applications can be enabled, spanning medical applications (e.g., back pain or pressure ulcers avoidance) and even human communication (body language detection).","PeriodicalId":43649,"journal":{"name":"IEEE Systems Man and Cybernetics Magazine","volume":"26 1","pages":"6-14"},"PeriodicalIF":3.2,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79129462","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: 3

The Role of Visual Assessment of Clusters for Big Data Analysis: From Real-World Internet of Things 集群可视化评估在大数据分析中的作用:来自现实世界的物联网

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2020-10-01 DOI: 10.1109/MSMC.2019.2961160

M. Palaniswami, A. S. Rao, Dheeraj Kumar, Punit Rathore, S. Rajasegarar

引用次数: 6