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Introduction to Data Science

A Python Approach to Concepts, Techniques and Applications

by Laura Igual, Santi Seguí, Jordi Vitrià, Eloi Puertas, Petia Radeva, Oriol Pujol, Sergio Escalera, Francesc Dantí ...

Series series Computer Science (R0)
This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the interdisciplinary field of data science. The coverage spans key concepts from statistics, machine/deep learning and responsible data science, useful techniques for network analysis and natural language processing, and practical applications of data science such as recommender systems or ... Read more

$49.49 USD

This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the interdisciplinary field of data science. The coverage spans key concepts from statistics, machine/deep learning and responsible data science, useful techniques for network analysis and natural language processing, and practical applications of data science such as recommender systems or
... Read more
Introduction to Data Science

A Python Approach to Concepts, Techniques and Applications

by Petia Radeva, Oriol Pujol, Jordi Vitrià, Sergio Escalera, Santi Seguí, Francesc Dantí, Laura Igual, Lluís Garrido, Eloi Puertas ...

Series series Computer Science (R0)
This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or ... Read more

$44.99 USD

This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or
... Read more

Core Concepts in Data Analysis: Summarization, Correlation and Visualization

by Boris Mirkin ...

Series series Computer Science (R0)
Core Concepts in Data Analysis: Summarization, Correlation and Visualizationprovides in-depth descriptions of those data analysis approaches that either summarize data (principal component analysis and clustering, including hierarchical and network clustering) or correlate different aspects of data (decision trees, linear rules, neuron networks, and Bayes rule).Boris Mirkin takes an unconventional ... Read more

$31.49 USD

Core Concepts in Data Analysis: Summarization, Correlation and Visualizationprovides in-depth descriptions of those data analysis approaches that either summarize data (principal component analysis and clustering, including hierarchical and network clustering) or correlate different aspects of data (decision trees, linear rules, neuron networks, and Bayes rule).Boris Mirkin takes an unconventional
... 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
Machine Learning and Interpretation in Neuroimaging

4th International Workshop, MLINI 2014, Held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised Selected Papers

Edited by Brian Murphy, Guillermo Cecchi, Leila Wehbe, Georg Langs, Kai-min Kevin Chang, Irina Rish ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the revised selected papers from the 4th International Workshop on Machine Learning and Interpretation in Neuroimaging, MLINI 2014, held in Montreal, QC, Canada, in December 2014 as a satellite event of the 11th annual conference on Neural Information Processing Systems, NIPS 2014.The 10 MLINI 2014 papers presented in this volume were carefully reviewed and selected from 17 ... Read more

$40.49 USD

This book constitutes the revised selected papers from the 4th International Workshop on Machine Learning and Interpretation in Neuroimaging, MLINI 2014, held in Montreal, QC, Canada, in December 2014 as a satellite event of the 11th annual conference on Neural Information Processing Systems, NIPS 2014.The 10 MLINI 2014 papers presented in this volume were carefully reviewed and selected from 17
... Read more
Learning to Rank for Information Retrieval

by Tie-Yan Liu ...

Series series Computer Science (R0)
Due to the fast growth of the Web and the difficulties in finding desired information, efficient and effective information retrieval systems have become more important than ever, and the search engine has become an essential tool for many people.The ranker, a central component in every search engine, is responsible for the matching between processed queries and indexed documents. Because of its ... Read more

$134.09 USD

Due to the fast growth of the Web and the difficulties in finding desired information, efficient and effective information retrieval systems have become more important than ever, and the search engine has become an essential tool for many people.The ranker, a central component in every search engine, is responsible for the matching between processed queries and indexed documents. Because of its
... Read more
Statistical Language and Speech Processing

5th International Conference, SLSP 2017, Le Mans, France, October 23–25, 2017, Proceedings

Edited by Nathalie Camelin, Yannick Estève, Carlos Martín-Vide ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 5th InternationalConference on Statistical Language and Speech Processing, SLSP 2017,held in Le Mans, France, in October 2017.The 21 full papers presented were carefully reviewed and selected from39 submissions. The papers cover topics such as anaphora and conferenceresolution; authorship identification, plagiarism and spam filtering;computer ... Read more

$49.99 USD

This book constitutes the refereed proceedings of the 5th InternationalConference on Statistical Language and Speech Processing, SLSP 2017,held in Le Mans, France, in October 2017.The 21 full papers presented were carefully reviewed and selected from39 submissions. The papers cover topics such as anaphora and conferenceresolution; authorship identification, plagiarism and spam filtering;computer
... Read more
Information Processing and Management of Uncertainty in Knowledge-Based Systems

16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20 - 24, 2016, Proceedings, Part II

Edited by Joao Paulo Carvalho, Marie-Jeanne Lesot, Uzay Kaymak, Susana Vieira, Bernadette Bouchon-Meunier, Ronald R. Yager ...

Series Book 2 - Springer Nature Proceedings Computer Science
This two volume set (CCIS 610 and 611) constitute the proceedings of the 16th International Conference on Information processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, held in Eindhoven, The Netherlands, in June 2016.The 127 revised full papers presented together with four invited talks were carefully reviewed and selected from numerous submissions. The papers are ... Read more

$89.09 USD

This two volume set (CCIS 610 and 611) constitute the proceedings of the 16th International Conference on Information processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, held in Eindhoven, The Netherlands, in June 2016.The 127 revised full papers presented together with four invited talks were carefully reviewed and selected from numerous submissions. The papers are
... Read more
Algorithmic Advances in Riemannian Geometry and Applications

For Machine Learning, Computer Vision, Statistics, and Optimization

Edited by Hà Quang Minh, Vittorio Murino ...

Series series Computer Science (R0)
This book presents a selection of the most recent algorithmic advances in Riemannian geometry in the context of machine learning, statistics, optimization, computer vision, and related fields. The unifying theme of the different chapters in the book is the exploitation of the geometry of data using the mathematical machinery of Riemannian geometry. As demonstrated by all the chapters in the book, ... Read more

$134.09 USD

This book presents a selection of the most recent algorithmic advances in Riemannian geometry in the context of machine learning, statistics, optimization, computer vision, and related fields. The unifying theme of the different chapters in the book is the exploitation of the geometry of data using the mathematical machinery of Riemannian geometry. As demonstrated by all the chapters in the book,
... Read more
Cyberpatterns

Unifying Design Patterns with Security and Attack Patterns

Edited by Clive Blackwell, Hong Zhu ...

Series series Computer Science (R0)
Cyberspace in increasingly important to people in their everyday lives for purchasing goods on the Internet, to energy supply increasingly managed remotely using Internet protocols. Unfortunately, this dependence makes us susceptible to attacks from nation states, terrorists, criminals and hactivists. Therefore, we need a better understanding of cyberspace, for which patterns, which are ... Read more

$49.49 USD

Cyberspace in increasingly important to people in their everyday lives for purchasing goods on the Internet, to energy supply increasingly managed remotely using Internet protocols. Unfortunately, this dependence makes us susceptible to attacks from nation states, terrorists, criminals and hactivists. Therefore, we need a better understanding of cyberspace, for which patterns, which are
... Read more
Fetal, Infant and Ophthalmic Medical Image Analysis

International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, Proceedings

Edited by M. Jorge Cardoso, Tal Arbel, Andrew Melbourne, Hrvoje Bogunovic, Pim Moeskops, Xinjian Chen, Ernst Schwartz, Mona Garvin, Emma Robinson, Emanuele Trucco, Michael Ebner, Yanwu Xu, Antonios Makropoulos, Adrien Desjardin, Tom Vercauteren ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed joint proceedings of the International Workshop on Fetal and Infant Image Analysis, FIFI 2017, and the 6th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017.The 8 full ... Read more

$49.99 USD

This book constitutes the refereed joint proceedings of the International Workshop on Fetal and Infant Image Analysis, FIFI 2017, and the 6th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017.The 8 full
... Read more
Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging

MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers

Edited by B. Michael Kelm, Shaoting Zhang, Annemie Ribbens, William M. Wells III, M. Jorge Cardoso, Bjoern Menze, Georg Langs, Weidong Cai, Mark Jenkinson, Tal Arbel, Dimitris Metaxas, Albert Montillo, Albert C.S. Chung, Henning Müller ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision, MCV 2016, and of the International Workshop on Bayesian and grAphical Models for Biomedical Imaging, BAMBI 2016, held in Athens, Greece, in October 2016, held in conjunction with the 19th International Conference on Medical Image Computing and Computer-Assisted ... Read more

$49.99 USD

This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Medical Computer Vision, MCV 2016, and of the International Workshop on Bayesian and grAphical Models for Biomedical Imaging, BAMBI 2016, held in Athens, Greece, in October 2016, held in conjunction with the 19th International Conference on Medical Image Computing and Computer-Assisted
... Read more

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Introduction to Data Science

Introduction to Data Science

People who read these also enjoyed

Core Concepts in Data Analysis: Summarization, Correlation and Visualization

Handbook of Biometric Anti-Spoofing

Machine Learning and Interpretation in Neuroimaging

Learning to Rank for Information Retrieval

Statistical Language and Speech Processing

Information Processing and Management of Uncertainty in Knowledge-Based Systems

Algorithmic Advances in Riemannian Geometry and Applications

Cyberpatterns

Fetal, Infant and Ophthalmic Medical Image Analysis

Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging

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