Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science
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(FIVE YEARS 45)

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Published By Springer International Publishing

9783030934194, 9783030934200

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Replacing Data Augmentation with Rotation-Equivariant CNNs in Image-Based Classification of Oral Cancer

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_3 ◽

2021 ◽

pp. 24-33

Author(s):

Karl Bengtsson Bernander ◽

Joakim Lindblad ◽

Robin Strand ◽

Ingela Nyström

Keyword(s):

Oral Cancer ◽

Data Augmentation

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Towards Precise Recognition of Pollen Bearing Bees by Convolutional Neural Networks

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_21 ◽

2021 ◽

pp. 217-226

Author(s):

Fernando C. Monteiro ◽

Cristina M. Pinto ◽

José Rufino

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks

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Web Application Attacks Detection Using Deep Learning

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_22 ◽

2021 ◽

pp. 227-236

Author(s):

Nicolás Montes ◽

Gustavo Betarte ◽

Rodrigo Martínez ◽

Alvaro Pardo

Keyword(s):

Deep Learning ◽

Web Application

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Prediction of Perception of Security Using Social Media Content

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_9 ◽

2021 ◽

pp. 88-96

Author(s):

Cristian Pulido ◽

Luisa Fernanda Chaparro ◽

Jorge Rudas ◽

Jorge Victorino ◽

Camilo Estrada ◽

...

Keyword(s):

Social Media ◽

Media Content ◽

Perception Of Security

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Interpretable Concept Drift

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_26 ◽

2021 ◽

pp. 271-280

Author(s):

João Guilherme Mattos ◽

Thuener Silva ◽

Hélio Lopes ◽

Alex Laier Bordignon

Keyword(s):

Concept Drift

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Using Particle Swarm Optimization with Gradient Descent for Parameter Learning in Convolutional Neural Networks

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_12 ◽

2021 ◽

pp. 119-128

Author(s):

Steven Wessels ◽

Dustin van der Haar

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Convolutional Neural Networks ◽

Gradient Descent ◽

Particle Swarm ◽

Parameter Learning ◽

Swarm Optimization

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Bias Quantification for Protected Features in Pattern Classification Problems

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_33 ◽

2021 ◽

pp. 351-360

Author(s):

Lisa Koutsoviti Koumeri ◽

Gonzalo Nápoles

Keyword(s):

Pattern Classification ◽

Classification Problems

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Detecting Hate Speech in Cross-Lingual and Multi-lingual Settings Using Language Agnostic Representations

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_8 ◽

2021 ◽

pp. 77-87

Author(s):

Sebastián E. Rodríguez ◽

Héctor Allende-Cid ◽

Héctor Allende

Keyword(s):

Hate Speech ◽

Cross Lingual

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Forensic Analysis of Tampered Digital Photos

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_43 ◽

2021 ◽

pp. 461-470

Author(s):

Sara Ferreira ◽

Mário Antunes ◽

Manuel E. Correia

Keyword(s):

Forensic Analysis

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Regional Commodities Price Volatility Assessment Using Self-driven Recurrent Networks

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93420-0_34 ◽

2021 ◽

pp. 361-370

Author(s):

Pablo Negri ◽

Priscila Ramos ◽

Martin Breitkopf

Keyword(s):

Price Volatility ◽

Recurrent Networks

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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Replacing Data Augmentation with Rotation-Equivariant CNNs in Image-Based Classification of Oral Cancer

Towards Precise Recognition of Pollen Bearing Bees by Convolutional Neural Networks

Web Application Attacks Detection Using Deep Learning

Prediction of Perception of Security Using Social Media Content

Interpretable Concept Drift

Using Particle Swarm Optimization with Gradient Descent for Parameter Learning in Convolutional Neural Networks

Bias Quantification for Protected Features in Pattern Classification Problems

Detecting Hate Speech in Cross-Lingual and Multi-lingual Settings Using Language Agnostic Representations

Forensic Analysis of Tampered Digital Photos

Regional Commodities Price Volatility Assessment Using Self-driven Recurrent Networks

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science
Latest Publications