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Support Vector Machines and Perceptrons

Learning, Optimization, Classification, and Application to Social Networks

by M.N. Murty, Rashmi Raghava ...

Series series Computer Science (R0)
This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including classification. SVMs are associated with maximizing the margin between two classes. The concerned optimization problem is a convex optimization guaranteeing a globally optimal solution. The weight ... Read more

$49.49 USD

This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including classification. SVMs are associated with maximizing the margin between two classes. The concerned optimization problem is a convex optimization guaranteeing a globally optimal solution. The weight
... Read more

Artificial Intelligence Applications and Innovations

12th IFIP WG 12.5 International Conference and Workshops, AIAI 2016, Thessaloniki, Greece, September 16-18, 2016, Proceedings

Edited by Lazaros Iliadis, Ilias Maglogiannis ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 12th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2016, and three parallel workshops, held in Thessaloniki, Greece, in September 2016. The workshops are the Third Workshop on New Methods and Tools for Big Data, MT4BD 2016, the 5th Mining Humanistic Data Workshop, MHDW 2016, and the First ... Read more

$89.09 USD

This book constitutes the refereed proceedings of the 12th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2016, and three parallel workshops, held in Thessaloniki, Greece, in September 2016. The workshops are the Third Workshop on New Methods and Tools for Big Data, MT4BD 2016, the 5th Mining Humanistic Data Workshop, MHDW 2016, and the First
... Read more
Handbook of Biometric Anti-Spoofing

Trusted Biometrics under Spoofing Attacks

Edited by Sébastien Marcel, Mark S. Nixon, Stan Z. Li ...

Series series Computer Science (R0)
Presenting the first definitive study of the subject, this Handbook of Biometric Anti-Spoofing reviews the state of the art in covert attacks against biometric systems and in deriving countermeasures to these attacks. Topics and features: provides a detailed introduction to the field of biometric anti-spoofing and a thorough review of the associated literature; examines spoofing attacks against ... Read more

$107.09 USD

Presenting the first definitive study of the subject, this Handbook of Biometric Anti-Spoofing reviews the state of the art in covert attacks against biometric systems and in deriving countermeasures to these attacks. Topics and features: provides a detailed introduction to the field of biometric anti-spoofing and a thorough review of the associated literature; examines spoofing attacks against
... Read more
Biometrics in the New World

The Cloud, Mobile Technology and Pervasive Identity

by Julian Ashbourn ...

Series series Computer Science (R0)
This book takes a fresh look at biometrics and identity management, extending the dialogue beyond technical considerations, and exploring some of the broader societal and philosophical aspects surrounding the use of biometric applications. Features: presents a brief history of the development of biometrics, and describes some of the popularly held misconceptions surrounding the technology; ... Read more

$62.99 USD

This book takes a fresh look at biometrics and identity management, extending the dialogue beyond technical considerations, and exploring some of the broader societal and philosophical aspects surrounding the use of biometric applications. Features: presents a brief history of the development of biometrics, and describes some of the popularly held misconceptions surrounding the technology;
... Read more
Intelligent Data Engineering and Automated Learning – IDEAL 2017

18th International Conference, Guilin, China, October 30 – November 1, 2017, Proceedings

Edited by Hujun Yin, Yang Gao, Songcan Chen, Yimin Wen, Guoyong Cai, Tianlong Gu, Junping Du, Antonio J. Tallón-Ballesteros, Minling Zhang ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 18th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2017, held in Guilin, China, in October/November 2017.The 65 full papers presented were carefully reviewed and selected from 110 submissions. These papers provided a sample of latest research outcomes in data engineering and automated learning, from ... Read more

$49.49 USD

This book constitutes the refereed proceedings of the 18th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2017, held in Guilin, China, in October/November 2017.The 65 full papers presented were carefully reviewed and selected from 110 submissions. These papers provided a sample of latest research outcomes in data engineering and automated learning, from
... Read more
Discrete Geometry for Computer Imagery

19th IAPR International Conference, DGCI 2016, Nantes, France, April 18-20, 2016. Proceedings

Edited by Nicolas Normand, Jeanpierre Guédon, Florent Autrusseau ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 19th IAPR International Conference on Discrete Geometry for Computer Imagery, DGCI 2016, held in Nantes, France, in April 2016.The 32 revised full papers presented together with 2 invited talks were carefully selected from 51 submissions. The papers are organized in topical sections on combinatorial tools; discretization; discrete tomography; ... Read more

$49.99 USD

This book constitutes the refereed proceedings of the 19th IAPR International Conference on Discrete Geometry for Computer Imagery, DGCI 2016, held in Nantes, France, in April 2016.The 32 revised full papers presented together with 2 invited talks were carefully selected from 51 submissions. The papers are organized in topical sections on combinatorial tools; discretization; discrete tomography;
... Read more
Graph Transformation

10th International Conference, ICGT 2017, Held as Part of STAF 2017, Marburg, Germany, July 18-19, 2017, Proceedings

Edited by Juan de Lara, Detlef Plump ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 10th International Conference on Graph Transformation, ICGT 2017, held as part of STAF 2017, in Marburg, Germany, in July 2017.The 14 papers presented were carefully reviewed and selected from 23 submissions. The papers cover a wide range of topics including theoretical approaches to graph transformation and their verification, model-driven ... Read more

$49.99 USD

This book constitutes the refereed proceedings of the 10th International Conference on Graph Transformation, ICGT 2017, held as part of STAF 2017, in Marburg, Germany, in July 2017.The 14 papers presented were carefully reviewed and selected from 23 submissions. The papers cover a wide range of topics including theoretical approaches to graph transformation and their verification, model-driven
... Read more
Geometric Science of Information

Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings

Edited by Frank Nielsen, Frederic Barbaresco ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the Second International Conference on Geometric Science of Information, GSI 2015, held in Palaiseau, France, in October 2015.The 80 full papers presented were carefully reviewed and selected from 110 submissions and are organized into the following thematic sessions:Dimension reduction on Riemannian manifolds; optimal transport; optimal transport ... Read more

$49.99 USD

This book constitutes the refereed proceedings of the Second International Conference on Geometric Science of Information, GSI 2015, held in Palaiseau, France, in October 2015.The 80 full papers presented were carefully reviewed and selected from 110 submissions and are organized into the following thematic sessions:Dimension reduction on Riemannian manifolds; optimal transport; optimal transport
... Read more
Data Mining Applications Using Artificial Adaptive Systems

Edited by William J. Tastle ...

Series series Computer Science (R0)
This volume directly addresses the complexities involved in data mining and the development of new algorithms, built on an underlying theory consisting of linear and non-linear dynamics, data selection, filtering, and analysis, while including analytical projection and prediction. The results derived from the analysis are then further manipulated such that a visual representation is derived with ... Read more

$89.09 USD

This volume directly addresses the complexities involved in data mining and the development of new algorithms, built on an underlying theory consisting of linear and non-linear dynamics, data selection, filtering, and analysis, while including analytical projection and prediction. The results derived from the analysis are then further manipulated such that a visual representation is derived with
... Read more
Combinatorial Image Analysis

17th International Workshop, IWCIA 2015, Kolkata, India, November 24-27, 2015. Proceedings

Edited by Reneta P. Barneva, Bhargab B. Bhattacharya, Valentin E. Brimkov ...

Series series Springer Nature Proceedings Computer Science
This volume constitutes the refereed proceedings of the 17th International Workshop on Combinatorial Image Analysis, IWCIA 2015, held in Kolkata, India, in November 2015.The 24 revised full papers and 2 invited papers presented were carefully reviewed and selected from numerous submissions. The workshop provides theoretical foundations and methods for solving problems from various areas of human ... Read more

$49.49 USD

This volume constitutes the refereed proceedings of the 17th International Workshop on Combinatorial Image Analysis, IWCIA 2015, held in Kolkata, India, in November 2015.The 24 revised full papers and 2 invited papers presented were carefully reviewed and selected from numerous submissions. The workshop provides theoretical foundations and methods for solving problems from various areas of human
... Read more
Conceptual Modeling

34th International Conference, ER 2015, Stockholm, Sweden, October 19-22, 2015, Proceedings

Edited by Mong Li Lee, Paul Johannesson, Óscar Pastor López, Stephen W. Liddle, Andreas L. Opdahl ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 34th International Conference on Conceptual Modeling, ER 2015, held in Stockholm, Sweden, in October 2015. The 26 full and 19 short papers presented were carefully reviewed and selected from 131 submissions. The papers are organized in topical sections on business process and goal models, ontology-based models and ontology patterns, constraints ... Read more

$49.49 USD

This book constitutes the refereed proceedings of the 34th International Conference on Conceptual Modeling, ER 2015, held in Stockholm, Sweden, in October 2015. The 26 full and 19 short papers presented were carefully reviewed and selected from 131 submissions. The papers are organized in topical sections on business process and goal models, ontology-based models and ontology patterns, constraints
... Read more
Data Mining and Big Data

Second International Conference, DMBD 2017, Fukuoka, Japan, July 27 – August 1, 2017, Proceedings

Edited by Ying Tan, Hideyuki Takagi, Yuhui Shi ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the Second International Conference on Data Mining and Big Data, DMBD 2017, held in Fukuoka, Japan, in July/August 2017.The 53 papers presented in this volume were carefully reviewed and selected from 96 submissions. They were organized in topical sections named: association analysis; clustering; prediction; classification; schedule and sequence ... Read more

$49.99 USD

This book constitutes the refereed proceedings of the Second International Conference on Data Mining and Big Data, DMBD 2017, held in Fukuoka, Japan, in July/August 2017.The 53 papers presented in this volume were carefully reviewed and selected from 96 submissions. They were organized in topical sections named: association analysis; clustering; prediction; classification; schedule and sequence
... Read more

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Support Vector Machines and Perceptrons

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Artificial Intelligence Applications and Innovations

Handbook of Biometric Anti-Spoofing

Biometrics in the New World

Intelligent Data Engineering and Automated Learning – IDEAL 2017

Discrete Geometry for Computer Imagery

Graph Transformation

Geometric Science of Information

Data Mining Applications Using Artificial Adaptive Systems

Combinatorial Image Analysis

Conceptual Modeling

Data Mining and Big Data

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