FEATURES FORMALIZATION TASKS OF FORMATION OF SOLUTIONS FOR FUNCTIONAL AND PRODUCTION MANAGEMENT INDUSTRIAL ENTERPRISES IN THE MARKET by S. Logvinov

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Change Control Design in Product Supply Chain System Based on Radial Basis Function Neural Network by Danhui Liu, Qing-kui Li

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On the structure of species-function participation in multilayer ecological networks by Sandra Hervías-Parejo, Mar Cuevas-Blanco, Lucas Lacasa, Anna Traveset, Isabel Donoso, Ruben Heleno, Manuel Nogales, Susana Rodríguez-Echeverría, Carlos J. Melián, Victor M. Eguíluz

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Network pharmacology-based study in polymetformin’s new function of blocking ages/rage pathway curing diabetic complications by Linghong Kong, Hui Wang, Weiwei Jiang, Yun Chen, Zhuoling Du, Qiong Zhang, Jianyue Dong, Changchun Zeng, Hanping Liu

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NETWORK FUNCTION VIRTUALIZATION FOR UNDERWATER ACOUSTIC WIRELESS COMMUNICATION USING STOCHASTIC NETWORK CALCULUS by T. C. Subash Ponraj, Rajeev Sukumaran

“…This research explores the potential of Network Function Virtualization (NFV) to enhance the monitoring of seaweed farms and underwater properties. …”
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A Game for Energy-Aware Allocation of Virtualized Network Functions by Roberto Bruschi, Alessandro Carrega, Franco Davoli

“…Network Functions Virtualization (NFV) is a network architecture concept where network functionality is virtualized and separated into multiple building blocks that may connect or be chained together to implement the required services. …”
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THE INTERNAL MANIFESTATIONS OF NETWORK EFFECTS IN THE PROCESS OF BANKING EXPANSION by Anton A. Moskvichev, Ludmila B. Parfenova

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The effect of ultrasound on the functionality and health-improving properties of dairy products (review) by Alexander Prosekov

“…Abstract New technologies used in the food industry are aimed at producing minimally processed products that are healthy and safe. The aim of this work was to study the influence of ultrasound on the functional and health properties of milk and dairy products, to examine specific mechanisms by which ultrasound changes the properties of dairy products, and to compare it with traditional and new technologies for processing dairy products. …”
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Horticultural crop waste extracts as functional ingredients for enhanced surimi production by Vijay Kumar Reddy Surasani, Siddhnath Kumar, Arashdeep Singh, Isha Dudeja, Fatih Ozogul, Yesim Ozogul, Srinu Rathlavath, Lalitha Gnanasekaran, Saranya Vinayagam, Thanigaivel Sundaram, Maximilian Lackner, Pavan Kumar Dara

“…Therefore, natural extracts from horticultural crop waste are promising candidates for the development of high-quality and functional surimi products. Therefore, natural extracts from horticultural crop waste are promising candidates for developing high-quality and functional surimi products. …”
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Constructing network enterprise structure to create innovative products by Yu. F. Telnov, V. M. Trembach, A. V. Danilov, E. V. Yaroshenko, V. A. Kazakov, O. A. Kozlova

Subjects: “…network enterprise…”
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OPTIMAL MODEL OF FUNCTIONING OF OLERICULTURE: VERTICAL INTEGRATION, AGRICULTURAL FILIERES, CLUSTERS by Y. B. Mindlin

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Functional analysis and interaction networks of Rboh in poplar under abiotic stress by Jing Wang, Xiaojiao Liu, Yude Kang, Aizhong Liu, Ping Li

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Isorhapontigenin, a potential anti-AD natural product targeting multiple pathways, discovered via network proximity and gene enrichment analyses by Pengfei Guo, Jun Zhao, Baoyue Zhang, Chao Wang, Yiming Bai, Ailin Liu

“…Methods: In this study, the network proximity method (NPM) identified the NP Lg0005 (p = 0.05, z = -3.11) with potential anti-AD activity. …”
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Intelligent forecasting model for aquatic production based on artificial neural network by Junqiao Hu, Jingyu Yin, Chaohui Yang, Yanxi Zhou, Changqing Li, Changqing Li

Subjects: “…aquatic production…”
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Polyhydroxyalkanoate production during electroactive biofilm formation and stabilization in wetland microbial fuel cells for petroleum hydrocarbon bioconversion by Lanmei Zhao, Mengxue Sun, Can Lyu, Long Meng, Jian Liu, Bo Wang

Subjects: “…PHA production…”
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Convolutional neural network model over encrypted data based on functional encryption by Chen WANG, Jiarun LI, Jian XU

“…Currently, homomorphic encryption, secure multi-party computation, and other encryption schemes are used to protect the privacy of sensitive data in outsourced convolutional neural network (CNN) models.However, the computational and communication overhead caused by the above schemes would reduce system efficiency.Based on the low cost of functional encryption, a new convolutional neural network model over encrypted data was constructed using functional encryption.Firstly, two algorithms based on functional encryption were designed, including inner product functional encryption and basic operation functional encryption algorithms to implement basic operations such as inner product, multiplication, and subtraction over encrypted data, reducing computational and communication costs.Secondly, a secure convolutional computation protocol and a secure loss optimization protocol were designed for each of these basic operations, which achieved ciphertext forward propagation in the convolutional layer and ciphertext backward propagation in the output layer.Finally, a secure training and classification method for the model was provided by the above secure protocols in a module-composable way, which could simultaneously protect the confidentiality of user data as well as data labels.Theoretical analysis and experimental results indicate that the proposed model can achieve CNN training and classification over encrypted data while ensuring accuracy and security.…”
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Metabolic network structure and function in bacteria goes beyond conserved enzyme components by Jannell V. Bazurto, Diana M. Downs

“…Here we describe the implications of a recent study (MBio 5;7(1): e01840-15), which demonstrated that conservation of metabolic components was not sufficient to predict network structure and function.…”
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Characterizing the influence of varying functional traits from remotely sensed data on forest productivity acquired from selected NEON sites by Paige T. Williams, Valerie A. Thomas, Randolph H. Wynne, Karl F. Huemmrich, David J. Harding, K. Jon Ranson, Petya K. Campbell, Elizabeth M. Middleton

“…Airborne remote sensing observations and in situ flux tower measurements used in this analysis were acquired from selected forested sites from the National Ecological Observatory Network (NEON) data portal. We investigated hyperspectral indices and lidar derived products as proxies of remotely sensed plant functional traits. …”
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Production of secondary metabolites under challenging environments: understanding functions and mechanisms of signalling molecules by Sana, Tariq Aftab, M. Naeem, Prakash Kumar Jha, P. V. Vara Prasad, P. V. Vara Prasad

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Selenium Alleviates Low-Temperature Stress in Rice by Regulating Metabolic Networks and Functional Genes by Naixin Liu, Qingtao Yu, Baicui Chen, Chengxin Li, Fanshan Bu, Jingrui Li, Xianlong Peng, Yuncai Lu

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