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[期刊论文] 作者:Zhi-Hua Zhou, 来源:计算机科学技术学报 年份:2004
In multi-instance learning, the training set comprises labeled bags that are composed of unlabeled instances,and the task is to predict the labels of unseen bag...
[期刊论文] 作者:Zhi-Hua Zhou, 来源:国家科学评论(英文版) 年份:2018
Supervised leaing techniques construct predictive models by leaing from a large number of training examples,where each training example has a label indicating i...
[期刊论文] 作者:Zhi-Hua ZHOU, 来源:城市道桥与防洪 年份:2016
该文从挂篮荷载计算、施工流程、支座及临时固结施工、挂篮安装及试验、合拢段施工、模板制作安装、钢筋安装、混凝土的浇筑及养生、测量监控等方面人手,介绍了S226海滨大桥...
[期刊论文] 作者:Zhi-Hua Zhou, 来源:计算机科学技术学报(英文版) 年份:2004
In the research of rule extraction from neural networks, fidelity describes how well the rules mimic the behavior of a neural network while accuracy describes h...
[期刊论文] 作者:Zhi-Hua ZHOU, 来源:城市道桥与防洪 年份:2016
该文从挂篮荷载计算、施工流程、支座及临时固结施工、挂篮安装及试验、合拢段施工、模板制作安装、钢筋安装、混凝土的浇筑及养生、测量监控等方面人手,介绍了S226海滨大桥...
[期刊论文] 作者:Zhi-Hua Zhou, 来源:国家科学评论(英文版) 年份:2018
Machine leaing is the driving force of the hot artificial intelligence (AI) wave.In an interview with NSR,Prof.Thomas Dietterich,the distinguished professor eme...
[期刊论文] 作者:Zhi-Hua Zhou, 来源:国家科学评论(英文版) 年份:2018
The name ‘machine leaming was coined in 1959 [1],while the most widely quoted formal definition—‘A computer program is said to lea from experience E with res...
[期刊论文] 作者:Zhi-Hua ZHOU, 来源:中国科学:信息科学(英文版) 年份:2021
Deep neural networks often come with a huge number of parameters,even larger than the number of training exam-ples,but it seems that these over-parameterized mo...
[期刊论文] 作者:Xin Geng,Zhi-Hua Zhou, 来源:计算机科学技术学报(英文版) 年份:2004
In this paper, a novel framework for face recognition, namely Selective Ensemble of Image Regions (SEIR), is proposed. In this framework, all possible regions i...
[期刊论文] 作者:Zhi-Hua Zhou,Ji Feng, 来源:国家科学评论(英文版) 年份:2019
Current deep-leaing models are mostly built upon neural networks,i.e.multiple layers of parameterized differentiable non-linear modules that can be trained by b...
[期刊论文] 作者:Wei GAO,Zhi-Hua ZHOU,, 来源:Science China(Information Sciences) 年份:2016
Great successes of deep neural networks have been witnessed in various real applications. Many algorithmic and implementation techniques have been developed; ho...
[期刊论文] 作者:Zhi-Hua Zhou,Hang Li, 来源:计算机科学技术学报(英文版) 年份:2010
Machine Leing studies how to improve the performances of computer systems through experiences. The experiences generally appear in historical data, and machine...
[期刊论文] 作者:Zhi-Hua Zhou,Yang Yu, 来源:计算机科学技术学报(英文版) 年份:2005
It is well-known that in order to build a strong ensemble, the component leers should be with high diversity as well as high accuracy. If perturbing the trainin...
[期刊论文] 作者:Tao SUN,Zhi-Hua ZHOU, 来源:城市道桥与防洪 年份:2018
该文从挂篮荷载计算、施工流程、支座及临时固结施工、挂篮安装及试验、合拢段施工、模板制作安装、钢筋安装、混凝土的浇筑及养生、测量监控等方面人手,介绍了S226海滨大桥...
[期刊论文] 作者:LIN Jian-guo,XIE Zhi-hua,ZHOU, 来源:黑龙江科技学院学报 年份:2007
为探究吕家坨井田地质构造格局,根据钻孔勘探资料,采用分形理论和趋势面分析方法,研究了井田7...
[期刊论文] 作者:Tianyu Wang,Shaowei Wang,Zhi-Hua Zhou, 来源:中国通信(英文版) 年份:2019
During the past few decades,mobile wireless communications have experienced four generations of technological revolution,namely from 1G to 4G,and the deployment...
[期刊论文] 作者:Zhi-Hua Zhou,Kai-Hong Chen,Liang-Nian He, 来源:中国化学(英文版) 年份:2019
Converting CO2 into value-added chemicals represents a promising way to alleviate the CO2 derived environmental issues,for which the development of catalysts wi...
[期刊论文] 作者:Guo-Bing Zhou,Jianxin Wu,Chen-Lin Zhang,Zhi-Hua Zhou,, 来源:International Journal of Automation and Computing 年份:2016
Recurrent neural networks(RNN) have been very successful in handling sequence data.However,understanding RNN and finding the best practices for RNN learning is a difficult task,partly because there ar...
[会议论文] 作者:Ping Xiang,Chao-ying Zhang,Deng-long Chen,Zhi-hua Zhou,Min Li, 来源:2012上海市研究生学术论坛暨第三届上海交通大学医(理)工研究生学术论坛 年份:2012
Purpose This study is aiming to fabricate a small diameter vascular engineering scaffold thatcombined pNSR32 (recombinant spider silk protein), PCL (polycaprolactone) and Gt (gelatin),to investigate t...
[期刊论文] 作者:GUO Zhi-hua,ZHOU Chuang-bing,ZHOU Huo-ming,SHENG Qian,LENG Xian-lun, 来源:煤炭学报(英文版) 年份:2005
Scale effect is one of the important aspects in the macro mechanical parameters\' research of rock mass, from a new point of view, by means of lab and field rock mechanics test, establishment of E~Vp relation, classification of engineering r......
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