Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science
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(FIVE YEARS 53)

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Published By Springer International Publishing

9783030645793, 9783030645809

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Learning Controllers for Adaptive Spreading of Carbon Fiber Tows

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64580-9_6 ◽

2020 ◽

pp. 65-77

Author(s):

Julia Krützmann ◽

Alexander Schiendorfer ◽

Sergej Beratz ◽

Judith Moosburger-Will ◽

Wolfgang Reif ◽

...

Keyword(s):

Carbon Fiber

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Benchmarking Deep Learning Models for Driver Distraction Detection

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64580-9_9 ◽

2020 ◽

pp. 103-117

Author(s):

Jimiama Mafeni Mase ◽

Peter Chapman ◽

Grazziela P. Figueredo ◽

Mercedes Torres Torres

Keyword(s):

Deep Learning ◽

Driver Distraction ◽

Learning Models

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Robust and Sparse Support Vector Machines via Mixed Integer Programming

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64580-9_47 ◽

2020 ◽

pp. 572-585

Author(s):

Mahdi Jammal ◽

Stephane Canu ◽

Maher Abdallah

Keyword(s):

Integer Programming ◽

Support Vector Machines ◽

Mixed Integer Programming ◽

Mixed Integer ◽

Support Vector ◽

Vector Machines

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FoodViz: Visualization of Food Entities Linked Across Different Standards

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64580-9_4 ◽

2020 ◽

pp. 28-38

Author(s):

Riste Stojanov ◽

Gorjan Popovski ◽

Nasi Jofce ◽

Dimitar Trajanov ◽

Barbara Koroušić Seljak ◽

...

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Machine Learning for Big Data Analysis in Drug Design

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64580-9_38 ◽

2020 ◽

pp. 457-469

Author(s):

Galina Samigulina ◽

Zarina Samigulina

Keyword(s):

Machine Learning ◽

Big Data ◽

Data Analysis ◽

Drug Design ◽

Big Data Analysis

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Efficient Text Processing via Context Triggered Piecewise Hashing Algorithm for Spam Detection

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64580-9_37 ◽

2020 ◽

pp. 448-456

Author(s):

Alexey Marchenko ◽

Alexey Utki-Otki ◽

Dmitry Golubev

Keyword(s):

Text Processing ◽

Spam Detection ◽

Hashing Algorithm

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Skin Lesion Diagnosis with Imbalanced ECOC Ensembles

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64580-9_25 ◽

2020 ◽

pp. 292-303

Author(s):

Sara Atito Ali Ahmed ◽

Berrin Yanikoglu ◽

Cemre Zor ◽

Muhammad Awais ◽

Josef Kittler

Keyword(s):

Skin Lesion

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Chronologically Guided Deep Network for Remaining Useful Life Estimation

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64580-9_10 ◽

2020 ◽

pp. 118-130

Author(s):

Abhay Harpale

Keyword(s):

Remaining Useful Life ◽

Life Estimation ◽

Deep Network ◽

Useful Life

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Sparsity Meets Robustness: Channel Pruning for the Feynman-Kac Formalism Principled Robust Deep Neural Nets

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64580-9_31 ◽

2020 ◽

pp. 362-381

Author(s):

Thu Dinh ◽

Bao Wang ◽

Andrea Bertozzi ◽

Stanley Osher ◽

Jack Xin

Keyword(s):

Neural Nets

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$$\ell _1$$ Regularized Robust and Sparse Linear Modeling Using Discrete Optimization

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64580-9_53 ◽

2020 ◽

pp. 645-661

Author(s):

Mahdi Jammal ◽

Stephane Canu ◽

Maher Abdallah

Keyword(s):

Discrete Optimization ◽

Linear Modeling

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Machine Learning, Optimization, and Data Science - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Learning Controllers for Adaptive Spreading of Carbon Fiber Tows

Benchmarking Deep Learning Models for Driver Distraction Detection

Robust and Sparse Support Vector Machines via Mixed Integer Programming

FoodViz: Visualization of Food Entities Linked Across Different Standards

Machine Learning for Big Data Analysis in Drug Design

Efficient Text Processing via Context Triggered Piecewise Hashing Algorithm for Spam Detection

Skin Lesion Diagnosis with Imbalanced ECOC Ensembles

Chronologically Guided Deep Network for Remaining Useful Life Estimation

Sparsity Meets Robustness: Channel Pruning for the Feynman-Kac Formalism Principled Robust Deep Neural Nets

$$\ell _1$$ Regularized Robust and Sparse Linear Modeling Using Discrete Optimization

Machine Learning, Optimization, and Data Science - Lecture Notes in Computer Science
Latest Publications