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基于订单数据挖掘的城市出租车需求预测研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  张驰展
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出租车需求预测,数据挖掘,多任务学习,长短期记忆网络,深度学习  
Web Objectionable Video Recognition Based on Deep Multi-Instance Learning With Representative Prototypes Selection 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 3, 页码: 1222-1233
Authors:  Ding, Xinmiao;  Li, Bing;  Li, Yangxi;  Guo, Wen;  Liu, Yao;  Xiong, Weihua;  Hu, Weiming
Favorite  |  View/Download:17/0  |  Submit date:2021/04/27
Feature extraction  Prototypes  Visualization  Support vector machines  Machine learning  Streaming media  Spectrogram  Representative prototype selection  objectionable video recognition  deep learning  
Big Data Analytics in Healthcare — A Systematic Literature Review and Roadmap for Practical Implementation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 1-22
Authors:  Sohail Imran;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
Adobe PDF(16901Kb)  |  Favorite  |  View/Download:2/0  |  Submit date:2021/04/09
Big data analytics (BDA)  big data architecture  healthcare  NoSQL data stores  patient care  roadmap  systematic literature review  
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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MLRNN: Taxi Demand Prediction Based on Multi-Level Deep Learning and Regional Heterogeneity Analysis 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Chizhan Zhang;  Fenghua Zhu;  Yisheng Lv;  Peijun Ye;  Feiyue Wang
Adobe PDF(4431Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2021/06/16
Taxi demand prediction  taxi zone clustering  heterogeneity analysis  deep learning  
Graph-based neural networks for explainable image privacy inference 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 105, 期号: 0, 页码: 12
Authors:  Yang, Guang;  Cao, Juan;  Chen, Zhineng;  Guo, Junbo;  Li, Jintao
View  |  Adobe PDF(2906Kb)  |  Favorite  |  View/Download:67/2  |  Submit date:2020/08/03
Image privacy protection  Graph neural networks  Image classification  
Taxi Demand Prediction Using Parallel Multi-Task Learning Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Chizhan Zhang;  Fenghua Zhu;  Xiao Wang;  Leilei Sun;  Haina Tang;  Yisheng Lv
View  |  Adobe PDF(3947Kb)  |  Favorite  |  View/Download:38/10  |  Submit date:2020/10/15
Taxi demand prediction, pick-up/drop-off demand, multi-task learning, LSTM, deep learning  
社会媒体上下文感知的序列行为建模 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  黄晓雯
Adobe PDF(12820Kb)  |  Favorite  |  View/Download:122/9  |  Submit date:2020/06/11
社会媒体  序列行为建模  用户建模  序列推荐  多模态  异构信息网络  知识图谱  可解释性  
面向数据失配的鲁棒性声学建模方法研究 学位论文
, 中科院自动化研究所: 中国科学院大学, 2020
Authors:  刘斌
Adobe PDF(2027Kb)  |  Favorite  |  View/Download:104/4  |  Submit date:2020/06/09
鲁棒性声学建模  语音识别  对抗学习  语音唤醒  
像素级图像理解高效特征融合方法研究 学位论文
, 中国北京: 中国科学院大学, 2020
Authors:  武慧凯
Adobe PDF(14140Kb)  |  Favorite  |  View/Download:85/8  |  Submit date:2020/06/09
像素级图像理解  联合上采样  图像间的特征融合  特征图间的特征融合  多尺度特征图间的自动特征融合