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Journal of Industrial Information Integration
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Papers 101
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#1Rasim M. Alguliyev (ANAS: Azerbaijan National Academy of Sciences)H-Index: 6
#2Ramiz M. Aliguliyev (ANAS: Azerbaijan National Academy of Sciences)H-Index: 16
Last.Fargana Jabbar Abdullayeva (ANAS: Azerbaijan National Academy of Sciences)
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Abstract For privacy-preserving analysing of big data, a deep learning method is proposed. The method transforms the sensitive part of the personal information into non-sensitive data. To implement this process, two-stage architecture is proposed. The modified sparse denoising autoencoder and CNN models have been used in the architecture. Modified sparse denoising autoencoder performs transformation of data and CNN classifies the transformed data. In order to achieve low loss in data transformat...
#1Na Duan (Chinese Ministry of Public Security)
#2Li-Zheng Liu (Fudan University)
Last.Shih-Ching Yeh (Fudan University)
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Abstract Electromyography is a science that studies or detects bioelectrical activity of muscles to analyze skills and morphological changes of the neuromuscular system and contributes to studies on the neuromuscular system. Surface electromyography (SEMG) signal is a bioelectrical signal emitted when nervous and muscular activities are recorded from the surface of human skeletons by means of poles, which can reflect the functional state of nerves and muscles under non-invasive conditions on a r...
#1Matti Yli-Ojanperä (Aalto University)
#2Seppo Sierla (Aalto University)H-Index: 8
Last.Valeriy Vyatkin (Aalto University)H-Index: 23
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Abstract Industry 4.0 architecture has been studied in a large number of publications in the fields of Industrial Internet of Things, Cyber Physical Production Systems, Enterprise Architectures, Enterprise Integration and Cloud Manufacturing. A large number of architectures have been proposed, but none of them has been adopted by a large number of research groups. Two major Industry 4.0 reference architectures have been developed by industry-driven initiatives, namely the German Industry 4.0 and...
#1Maziar Yazdani (UNSW: University of New South Wales)H-Index: 3
#2Mahla Babagolzadeh (University of Southern Queensland)
Last.Morteza Saberi (UNSW: University of New South Wales)H-Index: 19
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Abstract As failure and reliability predictions play a significant role in production systems they have caught the attention of researchers. In this study, Support Vector Regression (SVR), which is known as a powerful neural network method, is developed as a way of forecasting reliability. Generally, SVR is applied in many research environments, and the results illustrate that SVR is a successful method in solving non-linear regression problems. However, SVR parameters tuning is a vital task for...
Abstract The blockchain revolutionizes the creation of both scalable information technology systems and diversified applications by integrating the increasingly popular artificial intelligence, cloud computing, and big data. Various industries have recently begun to implement the exploration of blockchain. It will not take long for the blockchain to spread all over the world. In order to identify and further the development of the blockchain technology, this paper reviews the extant studies on t...
Abstract Researches in Blockchain Technology (BCT) and Internet of Things (IoT) are experiencing exponential growth in recent years. They are being witnessed as mainstream technologies that have the potential of revolutionizing our society. However, these two contain technologically unrelated in philosophies. This article has a special interest in exploring how BCT and IoT can benefit in innovating business models. The purpose of this work is to understand the state of the art how BCT can be uti...
#1Zhe Li (MSU: Michigan State University)H-Index: 1
#2Rigoberto Burgueño (MSU: Michigan State University)H-Index: 19
Abstract Industrial Information Integration Engineering interacts with each of the twelve engineering disciplines defined by the U.S. National Academy of Engineering. Civil Engineering is one of the twelve engineering sections. Integration of information can be a very valuable method for civil engineering. In the management of the highway bridges, bridge design and operation parameters and inspection results are recorded according to national and state guides and the data is coded and archived i...
Abstract In Web Service research, providing methods and tools to cater for automatic composition of services on the Web is still the object of ongoing research activity. Despite the proposed approaches, this issue remains open. Our current contribution deals with this topic and presents a Dynamic Web Service Composition Framework (DWSC). The DWSC behavior is based mainly on two components: service dynamic designer (WSDD) and service selection based on popularity (WSSP) to propose a composite ser...
Abstract Digital factories comprise a multi-layered integration of various activities along the factories and product lifecycles. A central aspect of a digital factory is that of enabling the product lifecycle stakeholders to collaborate through the use of software solutions. The digital factory thus expands outside the company boundaries and offers the opportunity to collaborate on business processes affecting the whole supply chain. This paper discusses an interoperability architecture for dig...
#1Salvatore Cavalieri (University of Catania)H-Index: 14
#2Marco Giuseppe Salafia (University of Catania)H-Index: 2
Last.Marco Stefano Scroppo (University of Catania)H-Index: 2
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Abstract The paper deals with the interoperability issue inside Industry 4.0. This last features the application in industrial contexts of modern Information & Communication Technology (ICT) concepts, such as Internet of Things (IoT). Current literature presents several proposals aimed to improve interoperability between reference communication standards of Industry 4.0 and IoT ecosystems. Among them, several research activities deal with interoperability between OPC UA international standard (I...
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