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Nicolas MUNIER-JOLAIN, Martin LECHENET
Frontiers of Agricultural Science and Engineering 2020, Volume 7, Issue 1, Pages 21-27 doi: 10.15302/J-FASE-2019292
Redesigning cropping and farming systems to enhance their sustainability is mainly addressed in scientific studies using experimental and modeling approaches. Large data sets collected from real farms allow for the development of innovative methods to produce generic knowledge. Data mining methods allow for the diversity of systems to be considered holistically and can take into account the diversity of production contexts to produce site-specific results. Based on the very few known studies using such methods to analyze the crop management strategies affecting pesticide use and their effect on farm performance, we advocate further investment in the development of large data sets that can support future research programs on farming system design.
Keywords: data mining holistic Integrated Pest Management economics DEPHY network.
Novel interpretable mechanism of neural networks based on network decoupling method
Frontiers of Engineering Management 2021, Volume 8, Issue 4, Pages 572-581 doi: 10.1007/s42524-021-0169-x
Keywords: neural networks interpretability dynamical behavior network decouple
Frontiers of Mechanical Engineering 2023, Volume 18, Issue 2, doi: 10.1007/s11465-022-0736-9
Keywords: fault recognition fault localization multi-sensor relations network analysis graph neural network
Multiscale computation on feedforward neural network and recurrent neural network
Bin LI, Xiaoying ZHUANG
Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 6, Pages 1285-1298 doi: 10.1007/s11709-020-0691-7
Keywords: multiscale method constitutive model feedforward neural network recurrent neural network
Heat, mass, and work exchange networks
Zhiyou CHEN, Jingtao WANG
Frontiers of Chemical Science and Engineering 2012, Volume 6, Issue 4, Pages 484-502 doi: 10.1007/s11705-012-1221-5
Keywords: process system engineering integration methods heat exchange network mass exchange network work exchangenetwork
Deep convolutional tree-inspired network: a decision-tree-structured neural network for hierarchical
Frontiers of Mechanical Engineering 2021, Volume 16, Issue 4, Pages 814-828 doi: 10.1007/s11465-021-0650-6
Keywords: bearing cross-severity fault diagnosis hierarchical fault diagnosis convolutional neural network
Identifying spreading influence nodes for social networks
Frontiers of Engineering Management Pages 520-549 doi: 10.1007/s42524-022-0190-8
Keywords: complex network network science spreading influence machine learning
Information Network—— Frontier of Information Engineering Science
Zhong Yixin
Strategic Study of CAE 1999, Volume 1, Issue 1, Pages 24-29
Information Network has been grown up and spread out to the entire globe extremely swiftly in recent
An attempt is made in the paper to establish a new discipline, the information network engineering, based on the above phenomenon.First, the concept of information network is re-defined clearly hereand then the working mechanism of information network is analyzed in depth.As a result of the analyses above, a list of the important issues and directions in information network
Keywords: information network intelligent productive tools network age information network engineering
Yang Li, Lei Shi, Yi Qian, Jie Tang
Frontiers of Environmental Science & Engineering 2017, Volume 11, Issue 1, doi: 10.1007/s11783-017-0903-0
Keywords: Innovation diffusion Collaboration network Wastewater treatment plant Complex network Data driven
Negative weights in network time model
Zoltán A. VATTAI, Levente MÁLYUSZ
Frontiers of Engineering Management 2022, Volume 9, Issue 2, Pages 268-280 doi: 10.1007/s42524-020-0109-1
Keywords: graph technique network technique construction management scheduling
Online recognition of drainage type based on UV-vis spectra and derivative neural network algorithm
Frontiers of Environmental Science & Engineering 2021, Volume 15, Issue 6, doi: 10.1007/s11783-021-1430-6
• UV-vis absorption analyzer was applied in drainage type online recognition.
Keywords: Drainage online recognition UV-vis spectra Derivative spectrum Convolutional neural network
A neural network-based production process modeling and variable importance analysis approach in corn
Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 3, Pages 358-371 doi: 10.1007/s11705-022-2190-y
Keywords: big data corn to sugar factory neural network variable importance analysis
Calculation of the Behavior Utility of a Network System: Conception and Principle Article
Changzhen Hu
Engineering 2018, Volume 4, Issue 1, Pages 78-84 doi: 10.1016/j.eng.2018.02.010
The service and application of a network is a behavioral process that is oriented toward its operationsThis paper describes scenes of network behavior as differential manifolds.homeomorphic transformation of smooth differential manifolds, we provide a mathematical definition of networkbehavior and propose a mathematical description of the network behavior path and behavior utility.Based on the principle of differential geometry, this paper puts forward the function of network behavior
Keywords: Network metric evaluation Differential manifold Network behavior utility Network attack-defense confrontation
PID neural network control of a membrane structure inflation system
Qiushuang LIU, Xiaoli XU
Frontiers of Mechanical Engineering 2010, Volume 5, Issue 4, Pages 418-422 doi: 10.1007/s11465-010-0117-7
Keywords: PID neural network membrane structure
Three Basic Laws for the Network Era and Capacity Evolution for Backbone Networks
Wei Leping
Strategic Study of CAE 2001, Volume 3, Issue 5, Pages 12-16
Keywords: network capacity backbone network
Title Author Date Type Operation
Methodological considerations for redesigning sustainable cropping systems: the value of data-mining large and detailed farm data sets at the cropping system level
Nicolas MUNIER-JOLAIN, Martin LECHENET
Journal Article
A multi-sensor relation model for recognizing and localizing faults of machines based on network analysis
Journal Article
Multiscale computation on feedforward neural network and recurrent neural network
Bin LI, Xiaoying ZHUANG
Journal Article
Deep convolutional tree-inspired network: a decision-tree-structured neural network for hierarchical
Journal Article
Diffusion of municipal wastewater treatment technologies in China: a collaboration network perspective
Yang Li, Lei Shi, Yi Qian, Jie Tang
Journal Article
Online recognition of drainage type based on UV-vis spectra and derivative neural network algorithm
Journal Article
A neural network-based production process modeling and variable importance analysis approach in corn
Journal Article
Calculation of the Behavior Utility of a Network System: Conception and Principle
Changzhen Hu
Journal Article
PID neural network control of a membrane structure inflation system
Qiushuang LIU, Xiaoli XU
Journal Article