2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)最新文献_第2页

Analyzing heatstroke patients in 2020 using Emergency Big Data 利用应急大数据分析2020年中暑患者

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9705007

Kento Matsuba, S. Saiki, Masahide Nakamura

引用次数: 0

A Co-Attention Method Based on Generative Adversarial Networks for Multi-view Images 基于生成对抗网络的多视角图像协同关注方法

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704964

Qi-Xian Huang, Shu-Pei Shi, Guo-Shiang Lin, D. Shen, Hung-Min Sun

引用次数: 0

An Investigation on Multiscale Normalised Deep Scattering Spectrum with Deep Residual Network for Acoustic Scene Classification 基于深度残差网络的多尺度归一化深散射谱声场景分类研究

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704888

Xing Yong Kek, C. Chin, Ye Li

{"title":"An Investigation on Multiscale Normalised Deep Scattering Spectrum with Deep Residual Network for Acoustic Scene Classification","authors":"Xing Yong Kek, C. Chin, Ye Li","doi":"10.1109/SNPD51163.2021.9704888","DOIUrl":"https://doi.org/10.1109/SNPD51163.2021.9704888","url":null,"abstract":"This paper investigates how time scale affects the classification accuracy of log Mel-frequency coefficients and deep scattering spectrum for acoustic scene classification. Currently, log Mel-frequency coefficients has dominated in most acoustic classification task as observed in DCASE challenge. However, log Mel-frequency coefficients have two flaws; the first flaw is the Heisenberg uncertain property of short-time Fourier transform, which is caused by a fixed window size. A trade-off between having high frequency resolution while suffering from poor time resolution and vice versa. The next flaw occurs when applying mel-filter banks along frequency axis, resulting in a loss of information when the time scale is more than 25ms. To overcome this limitation, this paper explored deep scattering spectrum with various window intervals. Following the current framework of log Mel-frequency coefficients integration with convolution neural network, we proposed a two-stage convolution neural network model approach. The two-stage model is designed to tackle the huge disparity in magnitude of the deep scattering spectrum's first and second order coefficients. Next, we explored various feature normalization technique and applied on the input representation directly, thus allowing learning to occur. Lastly, our experimentation uses the DCASE 2020 Task 1a dataset, consisting of acoustic recordings from various environments or scenes and demonstrated that DSS has a slight advantage against MFSC and scored 70.36% and 69.42%, respectively.","PeriodicalId":235370,"journal":{"name":"2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122129946","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: 2

Computational Simulation of Charged Nanoparticles Diffusion in Vascular Tissue 带电纳米粒子在维管组织中扩散的计算模拟

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9705015

H. Nieto-Chaupis

引用次数: 0

Study of Microservice Execution Framework Using Spoken Dialogue Agents 基于语音对话代理的微服务执行框架研究

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704889

Hayato Ozono, Sinan Chen, Masahide Nakamura

引用次数: 4

Proposal for a Personalized Adaptive Speaker Service to Support the Elderly at Home 个性化自适应扬声器服务的建议，以支援家中的长者

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704971

Takumi Akashi, Masahide Nakamura, K. Yasuda, S. Saiki

引用次数: 0

Conceptual Framework for Next-Generation Software Ecosystems 下一代软件生态系统的概念框架

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9705010

Kenichi Matsumoto

{"title":"Conceptual Framework for Next-Generation Software Ecosystems","authors":"Kenichi Matsumoto","doi":"10.1109/SNPD51163.2021.9705010","DOIUrl":"https://doi.org/10.1109/SNPD51163.2021.9705010","url":null,"abstract":"This paper proposes a conceptual framework for developing new technologies that will solve today’s technical issues in software development and operations (DevOps) and support the future software ecosystems. The proposed framework perceives resources essential for software DevOps from three perspectives: products, people, and technical information, and actively utilizes and link the latest digital technologies such as AI, natural language processing, microservices, and blockchain. The goal is not to aim fully automate software DevOps, but also to achieve high economic efficiency and sustainability by eliminating waste in software DevOps, assuming a human-centered society. The principal approaches of new technology development in the framework are \"product up-cycling\", \"placement of the right people and AI in the right places\", and \"quality control linked to external technical information.\" New technologies to be developed with these approaches will expand conventional concepts in software DevOps with three dimensions of \"reuse,\" \"human resources,\" and \"quality control.\"","PeriodicalId":235370,"journal":{"name":"2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124461658","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: 0

Arabic sign Language Recognition: Towards a Dual Way Communication System Between Deaf and Non-Deaf People 阿拉伯手语识别:走向聋人与非聋人双向交流系统

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9705002

Souha Ben Hamouda, Wafa Gabsi

{"title":"Arabic sign Language Recognition: Towards a Dual Way Communication System Between Deaf and Non-Deaf People","authors":"Souha Ben Hamouda, Wafa Gabsi","doi":"10.1109/SNPD51163.2021.9705002","DOIUrl":"https://doi.org/10.1109/SNPD51163.2021.9705002","url":null,"abstract":"One key perspective when communicating with deaf people is sign language recognition. Many experts agree upon the fact that using a system communication is a key for bridging the gap between deaf and non deaf people since ordinary people can not exchange using the sign language. As a result, researchers, deaf people, parents and deaf-mute community are striving to have a bidirectional communication system based on translation with lower costs. The importance of the research is related to its goal of helping these categories of unvoiced people communicate with others and enhance their contributions to growth and capacity building and vice versa.This paper gives an overview of the most used techniques and technologies (gloves, android application, image processing, …) in order to translate sign language to written or spoken language. Furthermore, this paper provides a critical and comparative analysis of the studied approaches and stands out major challenges to overcome their limits. Finally, we propose in this paper a dual way communication system ensuring arabic sign language translation into spoken language based on image processing and deep learning.","PeriodicalId":235370,"journal":{"name":"2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121217336","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

Keynote Address: Deep Learning Networks for Medical Image Analysis: Its Past, Future, and Issues 主题演讲:用于医学图像分析的深度学习网络:过去、未来和问题

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/snpd51163.2021.9705012

引用次数: 0

Using Dynamic Time Warping Method for the Similarity Measurement of Fluorescent Lamp Arc 动态时间翘曲法在荧光灯弧度相似性测量中的应用

2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) Pub Date : 2021-11-24 DOI: 10.1109/SNPD51163.2021.9704925

Yu-Jen Liu, Yuansheng Cheng

{"title":"Using Dynamic Time Warping Method for the Similarity Measurement of Fluorescent Lamp Arc","authors":"Yu-Jen Liu, Yuansheng Cheng","doi":"10.1109/SNPD51163.2021.9704925","DOIUrl":"https://doi.org/10.1109/SNPD51163.2021.9704925","url":null,"abstract":"Daily used fluorescent lamp or lighting tube is mainly consisted of optical element and power electronic component. The usage of them result in the various distortions on residential electricity supply and impact to power quality due to the nonlinear characteristic from arc phenomenon. In order to seek effectiveness ways for power quality improvement and to prevent any abnormal event on electricity supply, detection work on electric arc becomes important. For the electric arc detection, previous recognition on different arc properties or different forming sources can help to achieve this work. This paper thus propose an idea by using similarity measurement to find the relevance between produced arc signal and the source of arc. Dynamic Time Warping method is proposed in this paper to implement similarity measurement and six kinds of commercial fluorescent lamps from the market are selected for tests. Experimental results indicate that the proposed method can classify the arc signal into different lamp categories accurately.","PeriodicalId":235370,"journal":{"name":"2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126895534","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: 0