2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)
Latest Publications

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9781538654774

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K-SVD with a Real ℓ0 Optimization: Application to Image Denoising

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8517064 ◽

2018 ◽

Author(s):

Yuan Liu ◽

Stephane Canu ◽

Paul Honeine ◽

Su Ruan

Keyword(s):

Image Denoising

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Using Metaheuristics for Hyper-Parameter Optimization of Convolutional Neural Networks

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8516989 ◽

2018 ◽

Cited By ~ 2

Author(s):

Victoria Bibaeva

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Parameter Optimization

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NOISE-ADAPTIVE DEEP NEURAL NETWORK FOR SINGLE-CHANNEL SPEECH ENHANCEMENT

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8517027 ◽

2018 ◽

Cited By ~ 1

Author(s):

Hanwook Chung ◽

Taesup Kim ◽

Eric Plourde ◽

Benoit Champagne

Keyword(s):

Neural Network ◽

Speech Enhancement ◽

Deep Neural Network ◽

Single Channel

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SPECTRO-TEMPORAL ECG ANALYSIS FOR ATRIAL FIBRILLATION DETECTION

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8517085 ◽

2018 ◽

Cited By ~ 2

Author(s):

Zheng Zhao ◽

Simo Sarkka ◽

Ali Bahrami Rad

Keyword(s):

Atrial Fibrillation ◽

Ecg Analysis ◽

Atrial Fibrillation Detection

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OPTIMAL CLASSIFIER MODEL STATUS SELECTION USING BAYES BOUNDARY UNCERTAINTY

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8516976 ◽

2018 ◽

Cited By ~ 4

Author(s):

David Ha ◽

Emilie Delattre ◽

Yuya Tomotoshi ◽

Masahiro Senda ◽

Hideyuki Watanabe ◽

...

Keyword(s):

Optimal Classifier

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MONAURAL SPEECH SEPARATION USING A PHASE-AWARE DEEP DENOISING AUTO ENCODER

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8516918 ◽

2018 ◽

Cited By ~ 3

Author(s):

Donald S. Williamson

Keyword(s):

Speech Separation

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GENERALIZABLE SUPERVISED MANIFOLD LEARNING VIA LIPSCHITZ CONTINUOUS INTERPOLATORS

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8517043 ◽

2018 ◽

Author(s):

Cem Ornek ◽

Elif Vural

Keyword(s):

Manifold Learning ◽

Lipschitz Continuous

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DEEP NEURAL NETWORKS FOR APPLICATION AWARENESS IN SDN-BASED NETWORK

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8517088 ◽

2018 ◽

Cited By ~ 5

Author(s):

Jun Xu ◽

Jingyu Wang ◽

Qi Qi ◽

Haifeng Sun ◽

Bo He

Keyword(s):

Neural Networks ◽

Deep Neural Networks

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Unsupervised Parsimonious Cluster-Based Anomaly Detection (PCAD)

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8517014 ◽

2018 ◽

Cited By ~ 1

Author(s):

David J. Miller ◽

George Kesidis ◽

Zhicong Qiu

Keyword(s):

Anomaly Detection

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ANOMALY DETECTION OF ATTACKS (ADA) ON DNN CLASSIFIERS AT TEST TIME

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8517069 ◽

2018 ◽

Cited By ~ 5

Author(s):

David J. Miller ◽

Yujia Wang ◽

George Kesidis

Keyword(s):

Anomaly Detection ◽

Test Time

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2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By IEEE

K-SVD with a Real ℓ0 Optimization: Application to Image Denoising

Using Metaheuristics for Hyper-Parameter Optimization of Convolutional Neural Networks

NOISE-ADAPTIVE DEEP NEURAL NETWORK FOR SINGLE-CHANNEL SPEECH ENHANCEMENT

SPECTRO-TEMPORAL ECG ANALYSIS FOR ATRIAL FIBRILLATION DETECTION

OPTIMAL CLASSIFIER MODEL STATUS SELECTION USING BAYES BOUNDARY UNCERTAINTY

MONAURAL SPEECH SEPARATION USING A PHASE-AWARE DEEP DENOISING AUTO ENCODER

GENERALIZABLE SUPERVISED MANIFOLD LEARNING VIA LIPSCHITZ CONTINUOUS INTERPOLATORS

DEEP NEURAL NETWORKS FOR APPLICATION AWARENESS IN SDN-BASED NETWORK

Unsupervised Parsimonious Cluster-Based Anomaly Detection (PCAD)

ANOMALY DETECTION OF ATTACKS (ADA) ON DNN CLASSIFIERS AT TEST TIME

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)
Latest Publications