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深度卷积神经网络轻量化方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  胡一鸣
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卷积神经网络  模型轻量化  通道剪枝  低比特量化  神经架构搜索  
传染病多元耦合时序预测的深度学习方法与应用 学位论文
, 中国科学院大学自动化研究所: 中国科学院大学自动化研究所, 2021
Authors:  王月娇
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深度学习  传染病  多元时间序列预测  手足口病  新冠肺炎  
基于深度学习的眼底影像分割与合成方法研究 学位论文
, 中国科学院大学: 中国科学院大学人工智能学院, 2021
Authors:  王搏
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眼底影像分割  眼底荧光造影合成  双编码网络  边缘感知网络  局 部自监督损失  
AutoDet: Pyramid Network Architecture Search for Object Detection 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 期号: 4, 页码: 1087-1105
Authors:  Li, Zhihang;  Xi, Teng;  Zhang, Gang;  Liu, Jingtuo;  He, Ran
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Object detection  Neural architecture search  Feature pyramids  
A Novel Automatic Classification System Based on Hybrid Unsupervised and Supervised Machine Learning for Electrospun Nanofibers 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 64-76
Authors:  Cosimo Ieracitano;  Annunziata Paviglianiti;  Maurizio Campolo;  Amir Hussain;  Eros Pasero;  Francesco Carlo Morabito
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Anomaly detection  autoencoder (AE)  electrospinning  machine learning  material informatics  nanomaterials  
An Eco-Route Planner for Heavy Duty Vehicles 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 37-51
Authors:  Maria Pia Fanti;  Agostino Marcello Mangini;  Alfredo Favenza;  Gianvito Difilippo
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Dust Distribution Study at the Blast Furnace Top Based on k--up Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 121-135
Authors:  Zhipeng Chen;  Zhaohui Jiang;  Chunjie Yang;  Weihua Gui;  Youxian Sun
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Blast furnace (BF)  dust movement  interphase interaction  modeling theory  turbulent flow  two-scale direct interaction approximation (TSDIA)  
Energy Consumption Prediction of a CNC Machining Process With Incomplete Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 987-1000
Authors:  Jian Pan;  Congbo Li;  Ying Tang;  Wei Li;  Xiaoou Li
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Energy consumption prediction  incomplete data  generative adversarial imputation nets (GAIN)  gene expression programming (GEP)  
Ground-0 Axioms vs. First Principles and Second Law: From the Geometry of Light and Logic of Photon to Mind-Light-Matter Unity-AI&QI 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 534-553
Authors:  Wen-Ran Zhang
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Analytical quantum computing  bipolar fuzzy sets  bipolar quantum agents  business intelligence  cognitive neuroscience  dynamic equilibrium  Einstein-Bohr debate  information conservational computing/cryptography  computational psychiatry, international relations  logically definable causality  quantum intelligence  quantum-neuro-fuzzy AI, human level AI&QI  quantum superposition/entanglement  white-box brain model  
Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 718-752
Authors:  Othmane Friha;  Mohamed Amine Ferrag;  Lei Shu;  Leandros Maglaras;  Xiaochan Wang
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Agricultural internet of things (IoT)  internet of things (IoT)  smart agriculture  smart farming  sustainable agriculture