Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science
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9783030461324, 9783030461331

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Marine Mammal Species Classification Using Convolutional Neural Networks and a Novel Acoustic Representation

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-46133-1_18 ◽

2020 ◽

pp. 290-305 ◽

Cited By ~ 1

Author(s):

Mark Thomas ◽

Bruce Martin ◽

Katie Kowarski ◽

Briand Gaudet ◽

Stan Matwin

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Marine Mammal ◽

Species Classification ◽

Mammal Species ◽

Acoustic Representation

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BelMan: An Information-Geometric Approach to Stochastic Bandits

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-46133-1_11 ◽

2020 ◽

pp. 167-183

Author(s):

Debabrota Basu ◽

Pierre Senellart ◽

Stéphane Bressan

Keyword(s):

Geometric Approach

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Learning to Calibrate and Rerank Multi-label Predictions

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-46133-1_14 ◽

2020 ◽

pp. 220-236

Author(s):

Cheng Li ◽

Virgil Pavlu ◽

Javed Aslam ◽

Bingyu Wang ◽

Kechen Qin

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Pushing the Limits of Exoplanet Discovery via Direct Imaging with Deep Learning

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-46133-1_20 ◽

2020 ◽

pp. 322-338

Author(s):

Kai Hou Yip ◽

Nikolaos Nikolaou ◽

Piero Coronica ◽

Angelos Tsiaras ◽

Billy Edwards ◽

...

Keyword(s):

Deep Learning ◽

Direct Imaging

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Automatic Recognition of Student Engagement Using Deep Learning and Facial Expression

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-46133-1_17 ◽

2020 ◽

pp. 273-289

Author(s):

Omid Mohamad Nezami ◽

Mark Dras ◽

Len Hamey ◽

Deborah Richards ◽

Stephen Wan ◽

...

Keyword(s):

Deep Learning ◽

Student Engagement ◽

Facial Expression ◽

Automatic Recognition

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Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-46133-1_2 ◽

2020 ◽

pp. 19-34 ◽

Cited By ~ 1

Author(s):

Denis Steckelmacher ◽

Hélène Plisnier ◽

Diederik M. Roijers ◽

Ann Nowé

Keyword(s):

Reinforcement Learning ◽

Model Free

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Wearable-Based Parkinson’s Disease Severity Monitoring Using Deep Learning

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-46133-1_24 ◽

2020 ◽

pp. 400-415 ◽

Cited By ~ 1

Author(s):

Jann Goschenhofer ◽

Franz M. J. Pfister ◽

Kamer Ali Yuksel ◽

Bernd Bischl ◽

Urban Fietzek ◽

...

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Deep Learning ◽

Disease Severity

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Augmenting Semantic Representation of Depressive Language: From Forums to Microblogs

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-46133-1_22 ◽

2020 ◽

pp. 359-375

Author(s):

Nawshad Farruque ◽

Osmar Zaiane ◽

Randy Goebel

Keyword(s):

Semantic Representation

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Stochastic Activation Actor Critic Methods

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-46133-1_7 ◽

2020 ◽

pp. 103-117

Author(s):

Wenling Shang ◽

Douwe van der Wal ◽

Herke van Hoof ◽

Max Welling

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Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science ◽

10.1007/978-3-030-46133-1_15 ◽

2020 ◽

pp. 237-252 ◽

Cited By ~ 1

Author(s):

Marius Köppel ◽

Alexander Segner ◽

Martin Wagener ◽

Lukas Pensel ◽

Andreas Karwath ◽

...

Keyword(s):

Neural Networks ◽

Theoretical Analysis ◽

Learning To Rank ◽

Pairwise Learning ◽

Practical Performance

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Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Marine Mammal Species Classification Using Convolutional Neural Networks and a Novel Acoustic Representation

BelMan: An Information-Geometric Approach to Stochastic Bandits

Learning to Calibrate and Rerank Multi-label Predictions

Pushing the Limits of Exoplanet Discovery via Direct Imaging with Deep Learning

Automatic Recognition of Student Engagement Using Deep Learning and Facial Expression

Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics

Wearable-Based Parkinson’s Disease Severity Monitoring Using Deep Learning

Augmenting Semantic Representation of Depressive Language: From Forums to Microblogs

Stochastic Activation Actor Critic Methods

Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance

Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science
Latest Publications