Výsledky vyhledávání - Complex Network and Process Model Approach

A Stochastic Process Approach to Model Distributed Computing on Complex Networks Autor Prieto-Castrillo, Francisco, Astillero, Antonio, Botón-Fernández, María

“…In this work we present analytic expressions for the expected values of the performance metrics of parallel applications when the distributed computing infrastructure has a complex topology…”
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Effects of land use transition on ecological vulnerability in poverty-stricken mountainous areas of China: A complex network approach Autor Xiang, Jingwei, Li, Xiangmei, Xiao, Renbin, Wang, Ying

“… This study develops complex network approach with cascade failure model to quantitatively explore the effects of land use transition on ecological vulnerability from the holistic and dynamic perspective…”
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Modeling of Neurodegenerative Diseases: ‘Step by Step’ and ‘Network’ Organization of the Complexes of Model Systems Autor Pasko, Viacheslav Igorevich, Churkina, Aleksandra Sergeevna, Shakhov, Anton Sergeevich, Kotlobay, Anatoly Alexeevich, Alieva, Irina Borisovna

“… the mechanisms underlying these pathologies. Here we analyzed modern model systems and their contribution to the solution of unexplored manifestations of neuropathological processes…”
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Model predictive complex system control from observational and interventional data Autor Mou, Muyun, Guo, Yu, Luo, Fanming, Yu, Yang, Zhang, Jiang

“… We introduce a two-stage model predictive complex system control framework, comprising an offline pre-training phase that leverages rich observational data to capture…”
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A complex network based NC process skeleton extraction approach Autor Huang, Bo, Zhang, Shusheng, Huang, Rui, Li, Xiuling, Zhang, Yajun, Liang, Jiachen

“…•The structured model for representing typical macro process based on CAM model data is elaborated for finer discovery of macro process knowledge…”
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How new concepts become universal scientific approaches: insights from citation network analysis of agent-based complex systems science Autor Vincenot, Christian E

“… These boundaries, however, are moving and can actively be made porous or even disappear. To study this process, I advanced an original bibliometric approach based on network…”
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Predicting trust in online advertising with an SEM-artificial neural network approach Autor Leong, Lai-Ying, Hew, Teck-Soon, Ooi, Keng-Boon, Dwivedi, Yogesh K.

“…•A nonlinear ADTRUST and Trust Building Model was integrated to predict trust.•Age, gender, education and hours spent were incorporated as the control variables…”
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Evolutionary dynamics of homeowners’ energy-efficiency retrofit decision-making in complex network Autor Chen, Rongkai, Fan, Ruguo, Yao, Qianyi, Qian, Rourou

“… This paper applies the complex network-based evolutionary game approach with agent-based modeling to construct an evolutionary dynamics model for homeowner…”
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Evolutionary stability of plant–pollinator networks: efficient communities and a pollination dilemma Autor Metelmann, Soeren, Sakai, Shoko, Kondoh, Michio, Telschow, Arndt, Brose, Ulrich

“… How this complexity evolves is a fundamental question in ecology. Here, we present a new game theoretical approach to model complex coevolutionary processes and apply it to pollination networks…”
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A deep learning model for process fault prognosis Autor Arunthavanathan, Rajeevan, Khan, Faisal, Ahmed, Salim, Imtiaz, Syed

“… Therefore, in a process system, advancing prognosis approaches will be beneficial for early fault detection in terms of process safety, and to predict the remaining useful life, targeting the system's reliability…”
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An integrated approach for real-time hazard mitigation in complex industrial processes Autor Rebello, Sinda, Yu, Hongyang, Ma, Lin

“… This paper proposes an integrated approach that uses both Hidden Markov Model and Bayesian Network to estimate an optimum safety-threshold for complex industrial processes…”
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Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model Autor Liu, Hongmin, Zhang, Canbin, Fan, Bin, Xu, Jinglin

“… than complex network design. Specifically, using a generative approach, Pro2Diff generates a considerable number of noisy proposals…”
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Network model-assisted inference from respondent-driven sampling data Autor Gile, Krista J., Handcock, Mark S.

“… As an alternative, we introduce a model-assisted approach, resulting in a design-based estimator leveraging a working network model…”
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An approach for linking dynamic network information models based on ontology matching Autor Kulikov, Igor, Yang, Jiafeng, Zhukova, Nataly, Man, Tianxing

“…•Novel context-aware ontology matching approach that links heterogeneous dynamic network models using business process context, eliminating the need to replace existing proprietary information systems…”
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GRNMOPT: Inference of gene regulatory networks based on a multi-objective optimization approach Autor Dong, Heng, Ma, Baoshan, Meng, Yangyang, Wu, Yiming, Liu, Yongjing, Zeng, Tao, Huang, Jinyan

“…The reconstruction of gene regulatory networks (GRNs) stands as a vital approach in deciphering complex biological processes…”
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Network optimization for optimal product mix decisions in a graphite mining production process Autor Karunamuni, Karunamunige Sandun Madhuranga, Ekanayake, Ekanayake Mudiyanselage Kapila Bandara, Dharmapriya, Subodha, Kulatunga, Asela Kumudu

“… with alternative sub-processes in the graphite mining production process.Design/methodology/approachThe network optimization was adopted to model the complex graphite mining…”
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Network intervention analysis of anxiety-related outcomes and processes of acceptance and commitment therapy (ACT) for anxious cancer survivors Autor Fishbein, Joel N., Haslbeck, Jonas, Arch, Joanna J.

“… However, the standard mediation approach does not readily model the potentially complex associations among multiple processes and outcomes…”
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An adaptive distributed architecture for multi-agent state estimation and control of complex process systems Autor Ebrahimi, AmirMohammad, Pourkargar, Davood B.

“…) framework is developed for complex process networks. This framework utilizes an adaptive spectral community detection-based decomposition approach for a weighted graph…”
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Propagation of toxic substances in the urban atmosphere: A complex network perspective Autor Fellini, Sofia, Salizzoni, Pietro, Soulhac, Lionel, Ridolfi, Luca

“… This work presents a novel approach to the study of toxic propagation within the urban canopy based on the theory of complex networks…”
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A Digital Twin approach based on nonparametric Bayesian network for complex system health monitoring Autor Yu, Jinsong, Song, Yue, Tang, Diyin, Dai, Jing

“… This paper proposes a Digital Twin approach for health monitoring. In this approach, a Digital Twin model based on nonparametric Bayesian network is constructed to denote…”
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