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1. Online Learning Algorithms for Double-Weighted Least Squares Twin Bounded Support Vector Machines

作者： Juntao Li ; Yimin Cao ; Yadi Wang ; Huimin Xiao

关键词：Support vector machine ; Twin bounded support vector machine ; Double ; weighted mechanism ; Online learning algorithms ; Pruning mechanism

刊名：Neural Processing Letters

出版年：2017

2. Evaluating hourly air quality forecasting in Canada with nonlinear updatable machine learning methods

作者： Huiping Peng ; Aranildo R. Lima ; Andrew Teakles…

关键词：Air quality ; Forecast ; Machine learning ; Extreme learning machine ; Artificial neural network ; Ozone ; PM2.5 and NO2

刊名：Air Quality, Atmosphere & Health

出版年：2017

3. Machine learning-based methods for TTF estimation with application to APU prognostics

作者： Chunsheng Yang ; Sylvain Letourneau ; Jie Liu ; Qiangqiang Cheng…

关键词：Machine learning ; Prognostics and health management ; Classification ; Clustering ; Regression ; Support vector machines (SVMs)

刊名：Applied Intelligence

出版年：2017

4. An Effective Computational Model for Bankruptcy Prediction Using Kernel Extreme Learning Machine Approach

作者： Dong Zhao ; Chunyu Huang ; Yan Wei ; Fanhua Yu ; Mingjing Wang…

关键词：Kernel extreme learning machine ; Support vector machines ; Bankruptcy prediction

刊名：Computational Economics

出版年：2017

5. Benchmarking Spark Machine Learning Using BigBench

关键词：Collaborative filtering using machine learning ; Predicting accuracy of data sets ; Visualization of bigbench machine learning queries using SPSS

刊名：Lecture Notes in Computer Science

出版年：2017

6. Comparison of machine learning methods for classifying mediastinal lymph node metastasis of non-small cell lung cancer from ¹⁸F-FDG PET/CT images

作者： Hongkai Wang ; Zongwei Zhou ; Yingci Li ; Zhonghua Chen ; Peiou Lu…

关键词：Computer ; aided diagnosis ; Non ; small cell lung cancer ; Positron ; emission tomography ; Machine learning ; Deep learning

刊名：EJNMMI Research

出版年：2017

7. Modified EMG-based handgrip force prediction using extreme learning machine

作者： Hongxin Cao ; Shouqian Sun ; Kejun Zhang

关键词：Handgrip force ; Electromyography signal ; Extreme learning machine ; Support vector machine ; Multiple nonlinear regression

刊名：Soft Computing

出版年：2017

8. Machine learning use in predicting interior spruce wood density utilizing progeny test information

作者： Kostantinos Demertzis ; Lazaros Iliadis…

关键词：Machine learning ; Artificial neutral networks (ANNs) ; Interior spruce ; Progeny test ; Wood density

刊名：Neural Computing and Applications

出版年：2017

9. Earthquake magnitude prediction in Hindukush region using machine learning techniques

作者： K. M. Asim ; F. Martínez-Álvarez ; A. Basit ; T. Iqbal

关键词：Earthquake prediction ; Artificial neural networks ; Time series ; Machine learning

刊名：Natural Hazards

出版年：2017

10. A comparison of accuracy of fall detection algorithms (threshold-based vs. machine learning) using waist-mounted tri-axial accelerometer signals from a comprehensive set of falls and non-fall trials

作者： Omar Aziz ; Magnus Musngi ; Edward J. Park…

关键词：Older adults ; Falls ; Wearable sensors ; Machine learning ; Threshold ; based algorithms

刊名：Medical & Biological Engineering & Computing

出版年：2017

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