Large-Scale Learning with Structural Kernels for Class-Imbalanced Datasets

Communications in Computer and Information Science - Eternal Systems ◽

10.1007/978-3-642-28033-7_4 ◽

2012 ◽

pp. 34-41

Author(s):

Aliaksei Severyn ◽

Alessandro Moschitti

Keyword(s):

Large Scale ◽

Imbalanced Datasets ◽

Large Scale Learning

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Robust Optic Disc Localization by Large Scale Learning

Ophthalmic Medical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32956-3_12 ◽

2019 ◽

pp. 95-103 ◽

Author(s):

Shilu Jiang ◽

Zhiyuan Chen ◽

Annan Li ◽

Yunhong Wang

Keyword(s):

Large Scale ◽

Large Scale Learning ◽

Optic Disc Localization

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SLINGER: large-scale learning for predicting gene expression

Scientific Reports ◽

10.1038/srep39360 ◽

2016 ◽

Vol 6 (1) ◽

Author(s):

Kévin Vervier ◽

Jacob J. Michaelson

Keyword(s):

Gene Expression ◽

Large Scale ◽

Large Scale Learning

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Design Considerations for Conducting Large‐Scale Learning Research Using Innovative Technologies in Schools

Mind Brain and Education ◽

10.1111/mbe.12185 ◽

2018 ◽

Vol 13 (1) ◽

pp. 62-69 ◽

Author(s):

Melina R. Uncapher

Keyword(s):

Large Scale ◽

Innovative Technologies ◽

Design Considerations ◽

Large Scale Learning ◽

Learning Research

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A Kind of Fuzzily Combinative Classifiers for Solving Large-Scale Learning Problems

The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05. ◽

10.1109/fuzzy.2005.1452431 ◽

2005 ◽

Author(s):

Gao Daqi ◽

Zhu Shangming

Keyword(s):

Large Scale ◽

Learning Problems ◽

Large Scale Learning

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Hierarchical Data Topology Based Selection for Large Scale Learning

2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld) ◽

10.1109/uic-atc-scalcom-cbdcom-iop-smartworld.2016.0186 ◽

2016 ◽

Author(s):

Hmida Hmida ◽

Sana Ben Hamida ◽

Amel Borgi ◽

Marta Rukoz

Keyword(s):

Large Scale ◽

Hierarchical Data ◽

Large Scale Learning ◽

Selection For ◽

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Randomized Block Frank–Wolfe for Convergent Large-Scale Learning

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2017.2755597 ◽

2017 ◽

Vol 65 (24) ◽

pp. 6448-6461 ◽

Author(s):

Liang Zhang ◽

Gang Wang ◽

Daniel Romero ◽

Georgios B. Giannakis

Keyword(s):

Large Scale ◽

Large Scale Learning

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A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets

2014 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata.2014.7004467 ◽

2014 ◽

Author(s):

Xiaoguang Wang ◽

Xuan Liu ◽

Stan Matwin

Keyword(s):

Large Scale ◽

Imbalanced Datasets ◽

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DMP-ELMs: Data and model parallel extreme learning machines for large-scale learning tasks

Neurocomputing ◽

10.1016/j.neucom.2018.08.062 ◽

2018 ◽

Vol 320 ◽

pp. 85-97 ◽

Author(s):

Yuewei Ming ◽

En Zhu ◽

Mao Wang ◽

Yongkai Ye ◽

Xinwang Liu ◽

...

Keyword(s):

Large Scale ◽

Extreme Learning Machines ◽

Learning Machines ◽

Large Scale Learning ◽

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Keynote: Data Archeology: A theory informed approach to analyzing data traces of social interaction in large scale learning environments

10.3115/v1/w14-4101 ◽

2014 ◽

Author(s):

Alyssa Wise

Keyword(s):

Social Interaction ◽

Learning Environments ◽

Large Scale ◽

Large Scale Learning

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Towards efficient large-scale learning by exploiting sparsity

10.32657/10356/61881 ◽

2014 ◽

Author(s):

Ming Kui Tan

Keyword(s):

Large Scale ◽

Large Scale Learning

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