Efficient Global String Kernel with Random Features

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19 ◽

10.1145/3292500.3330923 ◽

2019 ◽

Author(s):

Lingfei Wu ◽

Ian En-Hsu Yen ◽

Siyu Huo ◽

Liang Zhao ◽

Kun Xu ◽

...

Keyword(s):

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Hardware Acceleration of the STRIKE String Kernel Algorithm for Estimating Protein to Protein Interactions

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2021.3066591 ◽

2021 ◽

pp. 1-1

Author(s):

Fadi Sibai ◽

Ali A. El-Moursy ◽

Abu Asaduzzaman ◽

Sohaib Majzoub

Keyword(s):

Protein Interactions ◽

Hardware Acceleration ◽

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Fast Implementation of String-Kernel-Based Support Vector Classifiers by GPU Computing

Lecture Notes in Computer Science - Neural Information Processing. Models and Applications ◽

10.1007/978-3-642-17534-3_18 ◽

2010 ◽

pp. 143-151

Author(s):

Yongquan Shi ◽

Tao Ban ◽

Shanqing Guo ◽

Qiuliang Xu ◽

Youki Kadobayashi

Keyword(s):

Gpu Computing ◽

Support Vector ◽

String Kernel ◽

Fast Implementation

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A Unified String Kernel for Biology Sequence

Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-540-85984-0_76 ◽

2008 ◽

pp. 633-641

Author(s):

Dehui Yuan ◽

Shengyun Yang ◽

Guoming Lai

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Tuning N-gram String Kernel SVMs via Meta Learning

Lecture Notes in Computer Science - Neural Information Processing. Models and Applications ◽

10.1007/978-3-642-17534-3_12 ◽

2010 ◽

pp. 91-98

Author(s):

Nuwan Gunasekara ◽

Shaoning Pang ◽

Nikola Kasabov

Keyword(s):

String Kernel ◽

Meta Learning ◽

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Sentiment Classification for Chinese Reviews Using Machine Learning Methods Based on String Kernel

2008 Third International Conference on Convergence and Hybrid Information Technology ◽

10.1109/iccit.2008.51 ◽

2008 ◽

Author(s):

Changli Zhang ◽

Wanli Zuo ◽

Tao Peng ◽

Fengling He

Keyword(s):

Machine Learning ◽

Sentiment Classification ◽

String Kernel ◽

Learning Methods ◽

Machine Learning Methods

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Transfer String Kernel for Cross-Context DNA-Protein Binding Prediction

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2016.2609918 ◽

2019 ◽

Vol 16 (5) ◽

pp. 1524-1536 ◽

Author(s):

Ritambhara Singh ◽

Jack Lanchantin ◽

Gabriel Robins ◽

Yanjun Qi

Keyword(s):

Protein Binding ◽

String Kernel ◽

Binding Prediction

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Sketch recognition via string kernel

2012 8th International Conference on Natural Computation ◽

10.1109/icnc.2012.6234764 ◽

2012 ◽

Author(s):

Shizhong Liao ◽

Menghua Duan

Keyword(s):

String Kernel ◽

Sketch Recognition

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The RNA String Kernel for siRNA Efficacy Prediction

2007 IEEE 7th International Symposium on BioInformatics and BioEngineering ◽

10.1109/bibe.2007.4375581 ◽

2007 ◽

Author(s):

Shibin Qiu ◽

Terran Lane

Keyword(s):

String Kernel ◽

Efficacy Prediction

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Using String Kernel for Document Clustering

International Journal of Information Technology and Computer Science ◽

10.5815/ijitcs.2010.02.06 ◽

2010 ◽

Vol 2 (2) ◽

pp. 40-46

Author(s):

Qingwei Shi ◽

Xiaodong Qiao ◽

Guangquan Xu

Keyword(s):

Document Clustering ◽

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Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15883-4_9 ◽

2010 ◽

pp. 128-144 ◽

Author(s):

Pavel Kuksa ◽

Yanjun Qi ◽

Bing Bai ◽

Ronan Collobert ◽

Jason Weston ◽

...

Keyword(s):

Relation Extraction ◽

String Kernel ◽

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