发布求助
文献互助 智能选刊 最新文献

2019 First International Conference on Societal Automation (SA)最新文献

筛选
英文 中文
Restricted Boltzmann Machine as Image Pre-processing Method for Deep Neural Classifier 受限玻尔兹曼机作为深度神经分类器的图像预处理方法
2019 First International Conference on Societal Automation (SA) Pub Date : 2019-09-01 DOI: 10.1109/sa47457.2019.8938039
Szymon Sobczak, R. Kapela
{"title":"Restricted Boltzmann Machine as Image Pre-processing Method for Deep Neural Classifier","authors":"Szymon Sobczak, R. Kapela","doi":"10.1109/sa47457.2019.8938039","DOIUrl":"https://doi.org/10.1109/sa47457.2019.8938039","url":null,"abstract":"The paper presents a novel approach to image preprocessing for feature extraction that is designed for reduction of dimensionality of the classifier which is in this case the convolutional neural network (CNN). The proposed method uses Restricted Boltzmann Machine(RBM) as an Aggregation Method (AM) for binary feature descriptors. The assumption of this technique is that the RBM is performing an dimension expansion of the feature space. Also the type of the data undergoes the transformation from binary to floating point. The conventional approach in convolutional neural networks uses as an input the image that consists of one (grayscale) or three channels (RGB). The method presented herein allows to have the number of channels configurable, as it depends on the size of the Restricted Boltzmann Machine (RBM). The size of the entire network and its parallel implementation makes the architecture usable in real-time systems with reduced memory size.","PeriodicalId":383922,"journal":{"name":"2019 First International Conference on Societal Automation (SA)","volume":"90 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123412952","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
Challenges of the digital transformation: The role of sensors, sensor networks, IoT-devices, and 5G : Invited Paper 数字化转型的挑战:传感器、传感器网络、物联网设备和5G的作用:特邀论文
2019 First International Conference on Societal Automation (SA) Pub Date : 2019-09-01 DOI: 10.1109/sa47457.2019.8938077
U. Ahrend, M. Aleksy, Matthias Berning, Jörg Gebhardt, Francisco Mendoza, Dirk Schulz
{"title":"Challenges of the digital transformation: The role of sensors, sensor networks, IoT-devices, and 5G : Invited Paper","authors":"U. Ahrend, M. Aleksy, Matthias Berning, Jörg Gebhardt, Francisco Mendoza, Dirk Schulz","doi":"10.1109/sa47457.2019.8938077","DOIUrl":"https://doi.org/10.1109/sa47457.2019.8938077","url":null,"abstract":"We describe the importance of sensors and sensing concepts for digitalization of large automation systems. Process industries have been adopted as a starting point. Two recent developments in temperature sensing are given as examples for sensor innovations with a potentially strong impact. Non-invasive and model-based sensing have been identified as trends. Advanced concepts for power supply and communication of sensors are discussed. An attempt is made to identify and interpret recent component developments, standards and systematic ideas, which may be relevant for large sensor systems in many areas.","PeriodicalId":383922,"journal":{"name":"2019 First International Conference on Societal Automation (SA)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122965001","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: 10
Complex Engineering Systems as an enabler for security in Internet of Vehicles: The nIoVe approach 作为车联网安全推动者的复杂工程系统:nIoVe方法
2019 First International Conference on Societal Automation (SA) Pub Date : 2019-09-01 DOI: 10.1109/SA47457.2019.8938044
Angeliki Zacharaki, I. Paliokas, K. Votis, C. Alexakos, D. Serpanos, D. Tzovaras
{"title":"Complex Engineering Systems as an enabler for security in Internet of Vehicles: The nIoVe approach","authors":"Angeliki Zacharaki, I. Paliokas, K. Votis, C. Alexakos, D. Serpanos, D. Tzovaras","doi":"10.1109/SA47457.2019.8938044","DOIUrl":"https://doi.org/10.1109/SA47457.2019.8938044","url":null,"abstract":"—Today’s vehicles are increasingly “connected”; there is wireless data exchange with servers, infrastructure and other vehicles. Tomorrow’s vehicles will be automated and autonomous, capable of sensing their environment and navigating through cities without human interference. Therefore, connected and autonomous vehicles come with the cost of a new set of threats pertaining to higher risks of cyberattacks. A cyber-attack in a Connected Vehicle (CV) can yield high recall costs, loss of property and even jeopardise human safety. Therefore, the need for cyber protection of CVs is becoming paramount. nIoVe introduces a holistic and multi-layered cybersecurity solution for the Internet-of-Vehicles (IoV) by addressing secure-by-design aspects of CVs, along with cyber protection, threat response and attack recovery at vehicle, infrastructure and service/application layer of the whole IoV ecosystem at complex use cases.","PeriodicalId":383922,"journal":{"name":"2019 First International Conference on Societal Automation (SA)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122014871","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: 5
Citizens Vote to Act: smart contracts for the management of water resources in smart cities 公民投票行动:智能城市水资源管理的智能合约
2019 First International Conference on Societal Automation (SA) Pub Date : 2019-09-01 DOI: 10.1109/sa47457.2019.8938093
A. Bracciali, I. Chatzigiannakis, A. Vitaletti, Marco Zecchini
{"title":"Citizens Vote to Act: smart contracts for the management of water resources in smart cities","authors":"A. Bracciali, I. Chatzigiannakis, A. Vitaletti, Marco Zecchini","doi":"10.1109/sa47457.2019.8938093","DOIUrl":"https://doi.org/10.1109/sa47457.2019.8938093","url":null,"abstract":"Smart cities leverage Information and Communication Technologies (ICTs) to enhance the quality of urban services. However, it is nowadays clear that the success of a smart city largely depends on the level of engagement of its citizens. In this paper we explore to what extent disruptive blockchain technologies can be used to incentivise the democratic participation of citizen. The investigated approach extends the standard IoT cycle 1) sense data, 2) cloudify and elaborate them, and 3) push information to the users. Here, the user takes an active role by means of data-informed votes on policies, therefore influencing behaviours. We illustrate such an approach by means of a proof-of-concept decentralised application (dApp) supporting the negotiation of polices for the management of urban water resources. The dApp consists of a smart contract that manages the execution of other smart contracts (the policies) according to the data-driven choices of the community. This use case demonstrates how suitably blockchain technologies can support fair and safe access to data and user engagement in smart cities.","PeriodicalId":383922,"journal":{"name":"2019 First International Conference on Societal Automation (SA)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127780114","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
Online-Diagnosis with Organic Computing based on Artificial DNA 基于人工DNA的有机计算在线诊断
2019 First International Conference on Societal Automation (SA) Pub Date : 2019-09-01 DOI: 10.1109/sa47457.2019.8938032
U. Brinkschulte, R. Obermaisser, Simon Meckel, Mathias Pacher
{"title":"Online-Diagnosis with Organic Computing based on Artificial DNA","authors":"U. Brinkschulte, R. Obermaisser, Simon Meckel, Mathias Pacher","doi":"10.1109/sa47457.2019.8938032","DOIUrl":"https://doi.org/10.1109/sa47457.2019.8938032","url":null,"abstract":"Organic Computing leads to significant advantages for complex dynamic systems like reduced development efforts, increased adaptability and robustness. However, for safety-critical systems which have to maintain functionality even in the presence of faults or failures (fail-operational) further properties are necessary. This includes the maintenance of the major core functionality even if non-redundant system resources fail, the Organic Computing runtime environment is harmed or the remaining resources are insufficient to maintain all services. These failure scenarios require semantic knowledge of the system combined with fault-diagnosis and adaption techniques to properly degrade and reconfigure the system.This paper highlights the research gaps towards active diagnosis based on artificial DNA and proposes solutions including semantic description methods, optimization algorithms for diagnostic models and adaptation techniques. Semantic description methods for Organic Cmputing systems with artificial DNA are the foundation for higher semantic-based failure detection and adaptation techniques. Diagnosis techniques for Organic Computing systems with artificial DNA can exploit the semantic descriptions to automatically build diagnosis models. Furthermore, these models can be optimized by evolutionary algorithms to improve their failure detection rates. Adaptation techniques modify the artificial DNA based on the recognized failures and the semantic description to realize the reconfiguration and degradation concepts.","PeriodicalId":383922,"journal":{"name":"2019 First International Conference on Societal Automation (SA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129973830","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
Cyber Physical Systems and Internet of Things: Emerging Paradigms on Smart Cities 网络物理系统和物联网:智慧城市的新兴范式
2019 First International Conference on Societal Automation (SA) Pub Date : 2019-09-01 DOI: 10.1109/sa47457.2019.8938083
A. Kalogeras, H. Rivano, L. Ferrarini, C. Alexakos, Oana-Teodora Iova, S. Rastegarpour, Abdoul Aziz Mbacké
{"title":"Cyber Physical Systems and Internet of Things: Emerging Paradigms on Smart Cities","authors":"A. Kalogeras, H. Rivano, L. Ferrarini, C. Alexakos, Oana-Teodora Iova, S. Rastegarpour, Abdoul Aziz Mbacké","doi":"10.1109/sa47457.2019.8938083","DOIUrl":"https://doi.org/10.1109/sa47457.2019.8938083","url":null,"abstract":"A city is smart when investment in traditional and modern infrastructure, human and social capital, fuel well being, high quality of life, and sustainable economic development. The Smart City paradigm is driven by technological evolution in the field of Information and Communication Technologies, and more specifically the paradigms of Internet of Things, Industrial Internet of Things and their confluence with Cyber Physical Systems. Smart Cities present a number of application domains that are related to their critical infrastructures, including energy and transport. These domains present needs similar to the industrial manufacturing environment utilizing smart devices and employing control automation for their applications. They could thus be labeled as “industrial domains” in the wider sense. This paper presents three application domains associated with Smart Cities, namely Smart Lighting, Smart Buildings / Energy, and Smart Urban Mobility, identifies their requirements and challenges and reviews existing solutions.","PeriodicalId":383922,"journal":{"name":"2019 First International Conference on Societal Automation (SA)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133910253","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: 5
Processing of data for dependability analysis of wireless communication 无线通信可靠性分析的数据处理
2019 First International Conference on Societal Automation (SA) Pub Date : 2019-09-01 DOI: 10.1109/sa47457.2019.8938095
S. Sobhgol, S. Willmann, L. Rauchhaupt
{"title":"Processing of data for dependability analysis of wireless communication","authors":"S. Sobhgol, S. Willmann, L. Rauchhaupt","doi":"10.1109/sa47457.2019.8938095","DOIUrl":"https://doi.org/10.1109/sa47457.2019.8938095","url":null,"abstract":"This paper is devoted to the dependability assessment of industrial wireless communication. The objective of this paper is to find the most significant assessment parameters and functions of logical link. First, motivation is given for new approaches to the dependability assessment of industrial networks. Next, the approach of the up-state function (USF) is introduced. For the construction of USF, significant parameters are needed, which are sought by different methods such as principal component analysis (PCA) and regression analysis. Finding the optimal variables for every environment and condition helps to identify the factors affecting the quality of wireless communication. In this paper, we are employing time series analysis and recurrent neural network to predict the most reliable value for each parameter for the next state. The analysis is based on a numerical training data set made of five different correlated parameters, including transmission time, update time, consecutive message loss, sent messages and lost messages.","PeriodicalId":383922,"journal":{"name":"2019 First International Conference on Societal Automation (SA)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133724914","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
Data Analytics supporting decision making in the Tourism Sector 支持旅游业决策的数据分析
2019 First International Conference on Societal Automation (SA) Pub Date : 2019-09-01 DOI: 10.1109/sa47457.2019.8938051
A. Savvopoulos, G. Kalogeras, A. Mariotti, C. Bernini, C. Alexakos, A. Kalogeras
{"title":"Data Analytics supporting decision making in the Tourism Sector","authors":"A. Savvopoulos, G. Kalogeras, A. Mariotti, C. Bernini, C. Alexakos, A. Kalogeras","doi":"10.1109/sa47457.2019.8938051","DOIUrl":"https://doi.org/10.1109/sa47457.2019.8938051","url":null,"abstract":"Tourism represents an important industry for many areas in the world contributing significantly to Gross Domestic Product. Yet, it is also quite volatile having to cope with changes in demand and tourist behavior, new emerging markets and socio-economic crises. Improving the innovation capability of the tourist sector is a path towards empowering the industry and making it less susceptible to change. This paper presents a Tourism Innovation Decision Support System that is based on the utilization of tourism destination datasets in order to perform their benchmarking and offer recommendations and guidelines towards enhancing their innovation capacity. This system has been pilot tested in a number of tourist destinations in the Adriatic Ionian area.","PeriodicalId":383922,"journal":{"name":"2019 First International Conference on Societal Automation (SA)","volume":"188 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127876944","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
SA 2019 Author Index SA 2019作者索引
2019 First International Conference on Societal Automation (SA) Pub Date : 2019-09-01 DOI: 10.1109/sa47457.2019.8938070
{"title":"SA 2019 Author Index","authors":"","doi":"10.1109/sa47457.2019.8938070","DOIUrl":"https://doi.org/10.1109/sa47457.2019.8938070","url":null,"abstract":"","PeriodicalId":383922,"journal":{"name":"2019 First International Conference on Societal Automation (SA)","volume":"232 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123193440","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
[Copyright notice] (版权)
2019 First International Conference on Societal Automation (SA) Pub Date : 2019-09-01 DOI: 10.1109/sa47457.2019.8938072
{"title":"[Copyright notice]","authors":"","doi":"10.1109/sa47457.2019.8938072","DOIUrl":"https://doi.org/10.1109/sa47457.2019.8938072","url":null,"abstract":"","PeriodicalId":383922,"journal":{"name":"2019 First International Conference on Societal Automation (SA)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123208375","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
下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信