About
Discord Stateoftheart AI
GitHub

Publications

50

Cited by

384

Boyu Wang

machine learningbrain signal analysisneurosciencebiomedical engineering

Department of Computer Science, University of Western Ontario

Papers and Citations

1 - 50
Online bagging and boosting for imbalanced data streams
2016
Joelle Pineau
Boyu Wang
Cited by 77
A comparison of minimum energy combination and canonical correlation analysis for SSVEP detection
2011
W Nan
MI Vai
PI Mak
+4
Cited by 46
Clustering with similarity preserving
2019
Boyu Wang
Zhu Hongyuan
Z Kang
+2
Cited by 38
Comparison of different classification methods for EEG-based brain computer interfaces: a case study
2009
Pui In Mak
Mang I Vai
PI Mak
+5
Cited by 37
Online boosting algorithms for anytime transfer and multitask learning
2015
Boyu Wang
Joelle Pineau
Cited by 29
A high rate online SSVEP based brain-computer interface speller
2011
F Wan
PI Mak
PU Mak
+5
Cited by 21
An improved phase-tagged stimuli generation method in steady-state visual evoked potential based brain-computer interface
2010
MI Vai
PI Mak
Feng Wan
+3
Cited by 19
A principled approach for learning task similarity in multitask learning
2019
Christian Gagné
Changjian Shui
Louis-Émile Robitaille
+2
Cited by 17
Targeted memory reactivation during sleep elicits neural signals related to learning content
2019
KA Norman
KA Paller
S Lurie
+3
Cited by 15
Classification of Single-Trial EEG based on support vector clustering during finger movement
2009
Boyu Wang
Feng Wan
Cited by 14
Transfer learning via minimizing the performance gap between domains
2019
Mingbo Cai
Jorge A. Mendez
Boyu Wang
+1
Cited by 13
Deep active learning: Unified and principled method for query and training
2020
Christian Gagné
Boyu Wang
Changjian Shui
+1
Cited by 12
Trial pruning based on genetic algorithm for single-trial EEG classification
2012
Pui-In Mak
Mang I Vai
MI Vai
+5
Cited by 11
Gaussian mixture model based on genetic algorithm for brain-computer interface
2010
Mang I Vai
Pui In Mak
MI Vai
+5
Cited by 11
Common spatial pattern reformulated for regularizations in brain-computer interfaces
2020
Feng Liu
Boyu Wang
Changjian Shui
+8
Cited by 11
Generalized Dictionary for Multitask Learning with Boosting.
2016
Boyu Wang
Joelle Pineau
Cited by 11
EEG signals classification for brain computer interfaces based on Gaussian process classifier
2009
Pui In Mak
Mang I Vai
PI Mak
+4
Cited by 10
Cross-layer design for network lifetime maximization in underwater wireless sensor networks
2018
YH Hu
Y Zhou
H Yang
+2
Cited by 10
Multitask generalized eigenvalue program
2016
Borja Balle
Joelle Pineau
Boyu Wang
Cited by 9
Multitask metric learning: Theory and algorithm
2019
Peng Liu
Zebang Shen
P Liu
+4
Cited by 9
Multitask Generalized Eigenvalue Program.
2016
Borja Balle
Boyu Wang
Joelle Pineau
Cited by 8
Online ensemble learning for imbalanced data streams
2013
Boyu Wang
Joelle Pineau
Cited by 8
Spatial Filtering in SSVEP-based BCIs: Unified Framework and New Improvements
2020
A Rosa
KF Lao
F Wan
+3
Cited by 7
An online SSVEP-based chatting system
2011
MI Vai
C Li
PI Mak
+5
Cited by 7
Learning across multi-stimulus enhances target recognition methods in SSVEP-based BCIs
2020
Wenya Nan
Agostinho Rosa
Mang I Vai
+6
Cited by 7
Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting
2019
D Wu
B Boulet
Boyu Wang
+1
Cited by 7
A solution to harmonic frequency problem: frequency and phase coding-based brain-computer interface
2011
MI Vai
PI Mak
Mak Peng Un
+3
Cited by 6
Eyes-Closed resting EEG predicts the learning of alpha down-regulation in neurofeedback training
2018
Q Tang
W Nan
A Rosa
+3
Cited by 6
Boosting based multiple kernel learning and transfer regression for electricity load forecasting
2017
D Wu
Boyu Wang
Benoit Boulet
+1
Cited by 5
Trial pruning for classification of single-trial EEG data during motor imagery
2010
MI Vai
PI Mak
Boyu Wang
+3
Cited by 4
Outlier detection for single-trial EEG signal analysis
2011
Pui In Mak
PI Mak
Mang I Vai
+3
Cited by 4
A modified counter-propagation network for process mean shift identification
2008
Feng Wan
Boyu Wang
Lianjie Shu
Cited by 3
Entropy penalized learning for gaussian mixture models
2011
PI Mak
MI Vai
Mak Peng Un
+2
Cited by 3
Stochastic Recursive Gradient-Based Methods for Projection-Free Online Learning
2019
H Qian
Z Shen
Chao Zhang
+2
Cited by 3
Domain generalization via optimal transport with metric similarity learning
2021
Z Jiang
B Chaib-draa
Fan Zhou
+2
Cited by 2
Domain Generalization with Optimal Transport and Metric Learning
2020
Brahim Chaib-draa
Changjian Shui
B Chaib-draa
+4
Cited by 2
Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting
2020
Boyu Wang
Jorge A. Mendez
Eric Eaton
Cited by 1
Machine learning techniques for brain signal analysis with applications on seizure detection and brain-computer interfaces
2016
Boyu Wang
Cited by 1
Robust learning of mixture models and its application on trial pruning for EEG signal analysis
2011
PI Mak
Feng Wan
Mak Peng Un
+2
Cited by 1
Multi-view Subspace Clustering via Partition Fusion
2019
Boyu Wang
J Lv
L Ji
+2
Cited by 1
Multi-task Learning by Leveraging the Semantic Information
2021
B Chaib-draa
Boyu Wang
Fan Zhou
Cited by
Transfer and Multitask Learning Methods for Improving Brain Signal Analysis
2017
Boyu Wang
Cited by
On the benefits of representation regularization in invariance based domain generalization
2021
Boyu Wang
Changjian Shui
Christian Gagné
Cited by
Invariant Feature Learning for Sensor-based Human Activity Recognition
2021
Y Hao
Rong Zheng
Boyu Wang
Cited by
Aggregating From Multiple Target-Shifted Sources
2021
Z Li
J Li
Christian Gagné
+3
Cited by
Transfer Learning via Minimizing the Performance Gap Between Domains Supplementary Materials
PN Insititute
M Cai
J Mendez
+2
Cited by
Leveraging Disease Progression Learning for Medical Image Recognition
2018
Q Lao
Boyu Wang
Thomas Fevens
Cited by
Blood Pressure States Transition Inference Based on Multi-state Markov Model
2020
J Smith
C Chen
L Dukes
+4
Cited by
Imputation-based Ensemble Techniques for Class Imbalance Learning
2019
S Chakrabarti
M Saif
Maryam Farajzadeh-Zanjani
+2
Cited by
Deep Active Learning: Unified and Principled Method for Query and Training [Supplementary Material]
F Zhou
C Shui
Christian Gagné
+1
Cited by