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A Brief Survey of Relation Extraction Based on Distant Supervision

Computational Science – ICCS 2019, p.293-303

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Kernel Extreme Learning Machine for Learning from Label Proportions

Computational Science – ICCS 2018, p.400-409

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A Feasible Direction Method for Optimization Problem with Orthogonal Constraint in Feature Selection

2017 IEEE International Conference on Data Mining Workshops (ICDMW), 2017, p.824-829

2017

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Deep Streaming Graph Representations

Computational Science – ICCS 2018, p.512-518

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Nonlinear L-1 Support Vector Machines for Learning Using Privileged Information

2012 IEEE 12th International Conference on Data Mining Workshops, 2012, p.495-499

2012

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Smoothing Trust Region for Digital Image Restoration

2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2015, Vol.3, p.40-43

2015

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A brief survey on Capsule Network

2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2020, p.682-686

2020

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Alternating Direction Method of Multipliers for Nonparallel Support Vector Machines

2015 IEEE International Conference on Data Mining Workshop (ICDMW), 2015, p.1171-1176

2015

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Large-Scale Linear Support Vector Ordinal Regression Solver

2015 IEEE International Conference on Data Mining Workshop (ICDMW), 2015, p.1177-1184

2015

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A First-Order Decomposition Algorithm for Training Bound-Constrained Support Vector Machines

2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2014, Vol.2, p.436-441

2014

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A Survey of Sparse-Learning Methods for Deep Neural Networks

2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 2018, p.647-650

2018

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IEEE_Xplore

Semi-supervised PLSA for Document Clustering

2010 IEEE International Conference on Data Mining Workshops, 2010, p.1196-1203

2010

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Learning Using Privileged Information with L-1 Support Vector Machine

2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012, Vol.3, p.10-14

2012

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Pedestrian Detection Using Privileged Information

2015 IEEE International Conference on Data Mining Workshop (ICDMW), 2015, p.1185-1188

2015

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Kernel Based Simple Regularized Multiple Criteria Linear Programs for Binary Classification

2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2013, Vol.3, p.58-61

2013

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MSSVM: A Modular Solver for Support Vector Machines

2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2011, Vol.3, p.225-228

2011

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Compact Deep Neural Networks with ℓ1,1 and ℓ1,2 Regularization

2018 IEEE International Conference on Data Mining Workshops (ICDMW), 2018, p.1248-1254

2018

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Using Projection Gradient Method to Train Linear Support Vector Machines

2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2010, Vol.3, p.207-210

2010

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Entity Resolution with Attribute and Connection Graph

2011 IEEE 11th International Conference on Data Mining Workshops, 2011, p.267-271

2011

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GGTAN: Graph Gated Talking-Heads Attention Networks for Traveling Salesman Problem

2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2020, p.676-681

2020

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Optimization Strategies in Quantized Neural Networks: A Review

2019 International Conference on Data Mining Workshops (ICDMW), 2019, p.385-390

2019

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The Applications of Stochastic Models in Network Embedding: A Survey

2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 2018, p.635-638

2018

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A Brief Review of Receptive Fields in Graph Convolutional Networks

IEEE/WIC/ACM International Conference on Web Intelligence - Companion Volume, 2019, p.106-110

2019

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Robust Unsupervised Feature Learning from Time-Series

2016 IEEE/WIC/ACM International Conference on Web Intelligence Workshops (WIW), 2016, p.37-40

2016

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Preface to the Eighth Workshop on Optimization Based Techniques for Emerging Data Mining Problems

2013 IEEE 13th International Conference on Data Mining Workshops, 2013, p.lii-lv

2013

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A Brief Survey of Relation Extraction Based on Distant Supervision

Kernel Extreme Learning Machine for Learning from Label Proportions

A Feasible Direction Method for Optimization Problem with Orthogonal Constraint in Feature Selection

Deep Streaming Graph Representations

Nonlinear L-1 Support Vector Machines for Learning Using Privileged Information

Smoothing Trust Region for Digital Image Restoration

A brief survey on Capsule Network

Alternating Direction Method of Multipliers for Nonparallel Support Vector Machines

Large-Scale Linear Support Vector Ordinal Regression Solver

A First-Order Decomposition Algorithm for Training Bound-Constrained Support Vector Machines

A Survey of Sparse-Learning Methods for Deep Neural Networks

Semi-supervised PLSA for Document Clustering

Learning Using Privileged Information with L-1 Support Vector Machine

Pedestrian Detection Using Privileged Information

Kernel Based Simple Regularized Multiple Criteria Linear Programs for Binary Classification

MSSVM: A Modular Solver for Support Vector Machines

Compact Deep Neural Networks with ℓ1,1 and ℓ1,2 Regularization

Using Projection Gradient Method to Train Linear Support Vector Machines

Entity Resolution with Attribute and Connection Graph

GGTAN: Graph Gated Talking-Heads Attention Networks for Traveling Salesman Problem

Optimization Strategies in Quantized Neural Networks: A Review

The Applications of Stochastic Models in Network Embedding: A Survey

A Brief Review of Receptive Fields in Graph Convolutional Networks

Robust Unsupervised Feature Learning from Time-Series

Preface to the Eighth Workshop on Optimization Based Techniques for Emerging Data Mining Problems

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