Momentum Sequential Minimal Optimization: An accelerated method for Support Vector Machine training

The 2011 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2011.6033245 ◽

2011 ◽

Author(s):

Alvaro Barbero ◽

Jose R. Dorronsoro

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Sequential Minimal Optimization ◽

Support Vector Machine Training

Download Full-text

Autism spectrum disorder detection using sequential minimal optimization‐support vector machine hybrid classifier according to history of jaundice and family autism in children

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.6498 ◽

2021 ◽

Author(s):

Şule Yücelbaş ◽

Cüneyt Yücelbaş

Keyword(s):

Autism Spectrum Disorder ◽

Support Vector Machine ◽

Autism Spectrum ◽

Spectrum Disorder ◽

Support Vector ◽

Sequential Minimal Optimization ◽

Hybrid Classifier ◽

Download Full-text

Fast and Communication-Efficient Algorithm for Distributed Support Vector Machine Training

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2018.2879950 ◽

2019 ◽

Vol 30 (5) ◽

pp. 1065-1076 ◽

Author(s):

Jyotikrishna Dass ◽

Vivek Sarin ◽

Rabi N. Mahapatra

Keyword(s):

Support Vector Machine ◽

Efficient Algorithm ◽

Support Vector ◽

Support Vector Machine Training

Download Full-text

A Relational Gradient Descent Algorithm For Support Vector Machine Training

Symposium on Algorithmic Principles of Computer Systems (APOCS) ◽

10.1137/1.9781611976489.8 ◽

2021 ◽

pp. 100-113

Author(s):

Mahmoud Abo-Khamis ◽

Sungjin Im ◽

Benjamin Moseley ◽

Kirk Pruhs ◽

Alireza Samadian

Keyword(s):

Support Vector Machine ◽

Gradient Descent ◽

Support Vector ◽

Descent Algorithm ◽

Support Vector Machine Training ◽

Gradient Descent Algorithm

Download Full-text

Fast support vector machine training and classification on graphics processors

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390170 ◽

2008 ◽

Author(s):

Bryan Catanzaro ◽

Narayanan Sundaram ◽

Kurt Keutzer

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Graphics Processors ◽

Support Vector Machine Training

Download Full-text

Practical implementation of an existing smoking detection pipeline and reduced support vector machine training corpus requirements

Journal of the American Medical Informatics Association ◽

10.1136/amiajnl-2013-002090 ◽

2014 ◽

Vol 21 (1) ◽

pp. 27-30 ◽

Author(s):

Richard Khor ◽

Wai-Kuan Yip ◽

Mathias Bressel ◽

William Rose ◽

Gillian Duchesne ◽

...

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Practical Implementation ◽

Training Corpus ◽

Support Vector Machine Training

Download Full-text

Multi-class Support Vector Machine Training and Classification Based on MPI-GPU Hybrid Parallel Architecture

Advances in Intelligent Systems and Computing - Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2018 ◽

10.1007/978-3-319-99010-1_16 ◽

2018 ◽

pp. 179-188

Author(s):

I. Elgarhy ◽

H. Khaled ◽

Rania El Gohary ◽

H. M. Faheem

Keyword(s):

Support Vector Machine ◽

Parallel Architecture ◽

Support Vector ◽

Support Vector Machine Training

Download Full-text

Sequential Minimal Optimization Algorithm with Support Vector Machine for Mosquito Larvae Identification

Advanced Science Letters ◽

10.1166/asl.2017.8246 ◽

2017 ◽

Vol 23 (5) ◽

pp. 4274-4277 ◽

Author(s):

Marina Yusoff ◽

Noor Jalilah Jefri ◽

Mohd Khadri Shahar

Keyword(s):

Support Vector Machine ◽

Optimization Algorithm ◽

Support Vector ◽

Mosquito Larvae ◽

Sequential Minimal Optimization

Download Full-text

Support Vector Machine Training for Improved Hidden Markov Modeling

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2007.906741 ◽

2008 ◽

Vol 56 (1) ◽

pp. 172-188 ◽

Author(s):

Alba Sloin ◽

David Burshtein

Keyword(s):

Support Vector Machine ◽

Hidden Markov ◽

Support Vector ◽

Markov Modeling ◽

Support Vector Machine Training ◽

Hidden Markov Modeling

Download Full-text

A Heterogeneous FPGA Architecture for Support Vector Machine Training

2010 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines ◽

10.1109/fccm.2010.39 ◽

2010 ◽

Author(s):

Markos Papadonikolakis ◽

Christos-Savvas Bouganis

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Support Vector Machine Training ◽

Fpga Architecture ◽

Heterogeneous Fpga

Download Full-text

Large-Scale Multiclass Support Vector Machine Training via Euclidean Projection onto the Simplex

2014 22nd International Conference on Pattern Recognition ◽

10.1109/icpr.2014.231 ◽

2014 ◽

Author(s):

Mathieu Blondel ◽

Akinori Fujino ◽

Naonori Ueda

Keyword(s):

Support Vector Machine ◽

Large Scale ◽

Support Vector ◽

Support Vector Machine Training ◽

Multiclass Support Vector Machine

Download Full-text