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A machine-learning approach to finding treatment options for Covid-19（图）
A machine-learning approach finding treatment options Covid-1
2021/3/5
When the COVID-19 pandemic struck in early 2020, doctors and researchers rushed to find effective treatments. There was little time to spare. "Making new drugs takes forever," says Caroline Uhler, a c...
Automatic Characterization of Exploitable Faults: A Machine Learning Approach
Security Block Cipher Fault Attack
2017/10/16
Characterization of the fault space of a cipher to filter out a set of faults potentially exploitable for fault attacks (FA), is a problem with immense practical value. A quantitative knowledge of the...
Classifying Non-Sentential Utterances in Dialogue: A Machine Learning Approach
Machine Learning Approach Dialogue
2015/9/2
In this article we use well-known machine learning methods to tackle a novel task, namely
the classification of non-sentential utterances (NSUs) in dialogue. We introduce a fine-grained
...
A Machine Learning Approach to Modeling Scope Preferences
Machine Learning Approac Modeling Scope Preferences
2015/8/28
This article describes a corpus-based investigation of quantifier scope preferences. Following recent work on multimodular grammar frameworks in theoretical linguistics and a long history of combining...
A Machine Learning Approach to Coreference Resolution of Noun Phrases
Noun Phrases Coreference Resolution
2015/8/26
In this paper, we present a learning approach to coreference resolution of noun phrases in unrestricted text. The approach learns from a small, annotated corpus and the task includes resolving
not ju...
A MACHINE LEARNING APPROACH TO BUILDING RECOGNITION IN AERIAL PHOTOGRAPHS
Building detection Learning Classification Multiresolution
2015/3/24
Object recognition and extraction have been of considerable research interest in digital photogrammetry for many years. As a result,
many conventional tasks have been successfully automated but, des...
Development and Validation of Accelerometer-Based Activity Classification Algorithms for Older Adults: A Machine Learning Approach
Machine learning algorithms Older Adults Physical Activity Assessment
2014/10/20
Machine learning algorithms to classify activity type from wearable accelerometers are important to improve our understanding of the relationship between physical activity (PA) and risk for physical d...
Identifying Hosts of Families of Viruses: A Machine Learning Approach
viral host machine learning adaboost alternating decision tree mismatch k-mers
2011/6/21
Identifying viral pathogens and characterizing their transmission is essential to developing effective
public health measures in response to a pandemic. Phylogenetics, though currently the most popul...