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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Probabilistic HIV Recency Classification -- A Logistic Regression without Labeled Individual Level Training Data
概率 HIV新近度分类 个人水平训练数据 逻辑回归
2023/4/24
Accurate HIV incidence estimation based on individual recent infection status (recent vs long-term infection) is important for monitoring the epidemic, targeting interventions to those at greatest ris...
TRAINING, EDUCATION, RESEARCH AND CAPACITY BUILDING NEEDS AND FUTURE REQUIREMENTS IN APPLICATIONS OF GEOSPATIAL TECHNOLOGY FOR WATER RESOURCES MANAGEMENT
Geospatial technology Water resources Education and Training
2019/2/27
In India, water resources are managed at different levels, i.e. at central level by Ministry of Water Resources, River Development & Ganga Rejuvenation, Central Water Commission and Central Ground Wat...
EFFECT OF THE TRAINING SET CONFIGURATION ON SENTINEL-2-BASED URBAN LOCAL CLIMATE ZONE CLASSIFICATION
Label Noise Canonical Correlation Forests (CCFs) Local Climate Zones (LCZs) Sentinel-2 Spectral features Classification Open Street Map (OSM)
2018/6/4
As any supervised classification procedure, also Local Climate Zone (LCZ) mapping requires reliable reference data. These are usually created manually and inevitably include label noise, caused by the...
Within-day protein distribution does not influence body composition responses during weight loss in resistance-training adults who are overweight
exercise weight loss muscle mass heart health protein patterning
2018/11/20
Background: Emerging research suggests that redistributing total protein intake from 1 high-protein meal/d to multiple moderately high-protein meals improves 24-h muscle protein synthesis. Over time, ...
3rd Workshop on Atmospheric Composition and the Asian Monsoon (Acam) and 2nd Acam Training School
3rd Workshop Atmospheric Composition and the Asian Monsoon 2nd Acam Training School
2017/3/9
Following successful workshops in 2013 (Kathmandu) and 2015 (Bangkok), ACAM is a fully recognized international activity jointly sponsored by SPARC and IGAC. The third biennial workshop...
基于Co-training的用户属性预测研究
用户属性 Co-training 稀疏自编码器 梯度下降算法
2018/7/4
针对当前基于第三方应用数据的用户属性预测算法较少考虑应用前台实际使用时长问题，提出了“手机应用前台均使用时长”特征，同时采用基于稀疏自编码器和神经网络的Co-training框架，充分利用大量未标注数据，从应用类别和前台均使用时长两个角度进行属性预测。实验进行时，首先使用未标注数据对网络进行初始化，然后采用基于准确率的梯度下降算法对参数进行更新。实验结果表明，本文算法提高了用户属性预测准确率。
Training as non-formal education form is a very important step in long-live learning paradigm, also for geospatial. This paper
described five highlighted Indonesia experiences in organizing of geosp...
Lesions in the Central Nucleus of the Amygdala:Discriminative Avoidance Learning,Discriminative Approach Learning,and Cingulothalamic Training-Induced Neuronal Activity
amygdala cingulate cortex limbic thalamus avoidance learning approach learning discrimination
2015/8/7
The amygdala is critically involved in discriminative avoidance learning. Large lesions of the amygdala block discriminative avoidance learning and abolish cingulothalamic training-induced neuronal ac...
Limbic Thalamic Lesions,Appetitively Motivated Discrimination Learning,and Training-Induced Neuronal Activity in Rabbits
cingulate cortex discrimination approach limbic thalamus learning attention neuronal activity
2015/8/7
A substantial literature implicates the anterior and mediodorsal (limbic) thalamic nuclei and the reciprocally interconnected areas of cingulate cortex in learning, memory, and attentional processes. ...
How training and testing histories affect generalization:a test of simple neural networks
animal behaviour neural networks range effects generalization
2015/7/29
We show that a simple network model of associative learning can reproduce three findings that arise from particular training and testing procedures in generalization experiments: the effect of 1) ``er...
EUROpean Deep Ocean Margins (EuroDOM): A New Training-Through-Research Frontier
Training-Through-Research Frontier Deep Ocean Margins
2015/7/29
A critical component of ongoing ocean margin research in Europe is the involvement of young researchers, many of whom will eventually build careers in this field. As part of the European Commission's ...
Generalization of Extended Baum-Welch Parameter Estimation for Discriminative Training and Decoding
Extended Baum-Welch optimization speech
2015/7/28
We demonstrate the generalizability of the Extended Baum-Welch (EBW) algorithm not only for HMM parameter estimation but for decoding as well. We show that there can exist a general function associate...
Results of a Preliminary Survey on Graduate Training in Professional Skills
Preliminary Survey Graduate Training Professional Skills
2015/7/15
Informal discussions suggest the need to understand which professional skills are taught1 in ocean science graduate schools and which are perceived as needed in the workplace by employers and by emplo...
The Next Generation ProVidiNG iNsPiratioN aNd traiNiNG for future MariNe scieNtists
traiNiNG ProVidiNG iNsPiratioN
2015/7/3
An integral part of the HERMES project was a comprehensive training and outreach program, designed to engage
a wide spectrum of audiences on issues and topics related to the deep-sea environment. Us...
In Silico Target Prediction by Training Naive Bayesian Models on Chemogenomics Databases
Chemogenomics Databases Informatics
2015/5/26
The completion of Human Genome Project is seen as a gateway to the discovery of novel drug targets (Jacoby, Schuffenhauer, & Floersheim, 2003). How much of this information is actually translated into...