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Lifelong Machine Learning, Second Edition - Bok av Bing Liu - Häftad

Lifelong Machine Learning, Second Edition - Bok av Bing Liu - Häftad

Lifelong Machine Learning, Second Edition is an introduction to an advanced machine learning paradigm that continuously learns by accumulating past knowledge that it then uses in future learning and problem solving. In contrast, the current dominant machine learning paradigm learns in isolation: given a training dataset, it runs a machine learning algorithm on the dataset to produce a model that is then used in its intended application. It makes no attempt to retain the learned knowledge and use..

SEK 970.00
1

Econometrics with Machine Learning - Bok av Felix Chan & László Mátyás - Inbunden

Econometrics with Machine Learning - Bok av Felix Chan & László Mátyás - Inbunden

This book helps and promotes the use of machine learning tools and techniques in econometrics and explains how machine learning can enhance and expand the econometrics toolbox in theory and in practice. Throughout the volume, the authors raise and answer six questions: 1) What are the similarities between existing econometric and machine learning techniques? 2) To what extent can machine learning techniques assist econometric investigation? Specifically, how robust or stable is the prediction from..

SEK 1690.00
1

Bandwidth Extension of Speech Using Perceptual Criteria - Bok av Visar Berisha, Steven Sandoval, m.fl. - Häftad

Bandwidth Extension of Speech Using Perceptual Criteria - Bok av Visar Berisha, Steven Sandoval, m.fl. - Häftad

Bandwidth extension of speech is used in the International Telecommunication Union G.729.1 standard in which the narrowband bitstream is combined with quantized high-band parameters. Although this system produces high-quality wideband speech, the additional bits used to represent the high band can be further reduced. In addition to the algorithm used in the G.729.1 standard, bandwidth extension methods based on spectrum prediction have also been proposed. Although these algorithms do not require..

SEK 486.00
1

Adversarial Machine Learning - Bok av Murat Kantarcioglu - Häftad

Adversarial Machine Learning - Bok av Murat Kantarcioglu - Häftad

The increasing abundance of large high-quality datasets, combined with significant technical advances over the last several decades have made machine learning into a major tool employed across a broad array of tasks including vision, language, finance, and security. However, success has been accompanied with important new challenges: many applications of machine learning are adversarial in nature. Some are adversarial because they are safety critical, such as autonomous driving. An adversary in these..

SEK 890.00
1

Integrating Meta-Heuristics and Machine Learning for Real-World Optimization Problems - Bok av Essam Halim Houssein - Häftad

Integrating Meta-Heuristics and Machine Learning for Real-World Optimization Problems - Bok av Essam Halim Houssein - Häftad

This book collects different methodologies that permit metaheuristics and machine learning to solve real-world problems. This book has exciting chapters that employ evolutionary and swarm optimization tools combined with machine learning techniques. The fields of applications are from distribution systems until medical diagnosis, and they are also included different surveys and literature reviews that will enrich the reader. Besides, cutting-edge methods such as neuroevolutionary and IoT implementations..

SEK 1870.00
1

Advanced Machine Learning Approaches in Cancer Prognosis - Bok av Margarita N. Favorskaya, Janmenjoy Nayak, m.fl. - Häftad

Advanced Machine Learning Approaches in Cancer Prognosis - Bok av Margarita N. Favorskaya, Janmenjoy Nayak, m.fl. - Häftad

This book introduces a variety of advanced machine learning approaches covering the areas of neural networks, fuzzy logic, and hybrid intelligent systems for the determination and diagnosis of cancer. Moreover, the tactical solutions of machine learning have proved its vast range of significance and, provided novel solutions in the medical field for the diagnosis of disease. This book also explores the distinct deep learning approaches that are capable of yielding more accurate outcomes for the diagnosis..

SEK 2196.00
1

Intelligent Systems in Big Data, Semantic Web and Machine Learning - Bok av Janusz Kacprzyk & Noreddine Gherabi - Häftad

Intelligent Systems in Big Data, Semantic Web and Machine Learning - Bok av Janusz Kacprzyk & Noreddine Gherabi - Häftad

This book describes important methodologies, tools and techniques from the fields of artificial intelligence, basically those which are based on relevant conceptual and formal development. The coverage is wide, ranging from machine learning to the use of data on the Semantic Web, with many new topics. The contributions are concerned with machine learning, big data, data processing in medicine, similarity processing in ontologies, semantic image analysis, as well as many applications including the..

SEK 2500.00
1

The Answer Machine - Bok av Susan Feldman - Häftad

The Answer Machine - Bok av Susan Feldman - Häftad

The Answer Machine is a practical, non-technical guide to the technologies behind information seeking and analysis. It introduces search and content analytics to software buyers, knowledge managers, and searchers who want to understand and design effective online environments. The book describes how search evolved from an expert-only to an end user tool. It provides an overview of search engines, categorization and clustering, natural language processing, content analytics, and visualization technologies...

SEK 536.00
1

Machine Learning for Computer Scientists and Data Analysts - Bok av Setareh Rafatirad - Häftad

Machine Learning for Computer Scientists and Data Analysts - Bok av Setareh Rafatirad - Häftad

This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks. Most importantly, this book helps readers to understand the concepts of ML algorithms and enables them to develop the skills necessary to choose an apt ML algorithm for a problem they wish to solve. In addition, this book includes numerous case studies,..

SEK 946.00
1

Syntax-based Statistical Machine Translation - Bok av Philipp Koehn, Philip Williams, m.fl. - Häftad

Syntax-based Statistical Machine Translation - Bok av Philipp Koehn, Philip Williams, m.fl. - Häftad

This unique book provides a comprehensive introduction to the most popular syntax-based statistical machine translation models, filling a gap in the current literature for researchers and developers in human language technologies. While phrase-based models have previously dominated the field, syntax-based approaches have proved a popular alternative, as they elegantly solve many of the shortcomings of phrase-based models. The heart of this book is a detailed introduction to decoding for syntax-based..

SEK 810.00
1

Covariances in Computer Vision and Machine Learning - Bok av Vittorio Murino & Ha Quang Minh - Häftad

Covariances in Computer Vision and Machine Learning - Bok av Vittorio Murino & Ha Quang Minh - Häftad

Covariance matrices play important roles in many areas of mathematics, statistics, and machine learning, as well as their applications. In computer vision and image processing, they give rise to a powerful data representation, namely the covariance descriptor, with numerous practical applications.In this book, we begin by presenting an overview of the {\it finite-dimensional covariance matrix} representation approach of images, along with its statistical interpretation. In particular, we discuss..

SEK 890.00
1

Machine Intelligence and Data Analytics for Sustainable Future Smart Cities - Bok av Uttam Ghosh - Häftad

Machine Intelligence and Data Analytics for Sustainable Future Smart Cities - Bok av Uttam Ghosh - Häftad

This book presents the latest advances in computational intelligence and data analytics for sustainable future smart cities. It focuses on computational intelligence and data analytics to bring together the smart city and sustainable city endeavors. It also discusses new models, practical solutions and technological advances related to the development and the transformation of cities through machine intelligence and big data models and techniques. This book is helpful for students and researchers..

SEK 2340.00
1

Artificial Intelligence Versus Natural Intelligence - Bok av Roger Penrose - Häftad

Artificial Intelligence Versus Natural Intelligence - Bok av Roger Penrose - Häftad

This book centers around a dialogue between Roger Penrose and Emanuele Severino about one of most intriguing topics of our times, the comparison of artificial intelligence and natural intelligence, as well as its extension to the notions of human and machine consciousness.Additional insightful essays by Mauro D'Ariano, Federico Faggin, Ines Testoni, Giuseppe Vitiello and an introduction of Fabio Scardigli complete the book and illuminate different aspects of the debate. Although from completely different..

SEK 1116.00
1

System Design for Epidemics Using Machine Learning and Deep Learning - Bok av G. R. Kanagachidambaresan - Inbunden

System Design for Epidemics Using Machine Learning and Deep Learning - Bok av G. R. Kanagachidambaresan - Inbunden

This book explores the benefits of deploying Machine Learning (ML) and Artificial Intelligence (AI) in the health care environment. The authors study different research directions that are working to serve challenges faced in building strong healthcare infrastructure with respect to the pandemic crisis. The authors take note of obstacles faced in the rush to develop and alter technologies during the Covid crisis. They study what can be learned from them and what can be leveraged efficiently. The..

SEK 2076.00
1

Neural Network Methods for Natural Language Processing - Bok av Yoav Goldberg - Häftad

Neural Network Methods for Natural Language Processing - Bok av Yoav Goldberg - Häftad

Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working with machine learning over language data, and the use of vector-based rather than symbolic representations for words. It also covers the computation-graph abstraction, which allows to easily define..

SEK 976.00
1

Bitext Alignment - Bok av Jorg Tiedemann - Häftad

Bitext Alignment - Bok av Jorg Tiedemann - Häftad

This book provides an overview of various techniques for the alignment of bitexts. It describes general concepts and strategies that can be applied to map corresponding parts in parallel documents on various levels of granularity. Bitexts are valuable linguistic resources for many different research fields and practical applications. The most predominant application is machine translation, in particular, statistical machine translation. However, there are various other threads that can be followed..

SEK 570.00
1

Learning with Support Vector Machines - Bok av Colin Campbell & Yiming Ying - Häftad

Learning with Support Vector Machines - Bok av Colin Campbell & Yiming Ying - Häftad

Support Vectors Machines have become a well established tool within machine learning. They work well in practice and have now been used across a wide range of applications from recognizing hand-written digits, to face identification, text categorisation, bioinformatics, and database marketing. In this book we give an introductory overview of this subject. We start with a simple Support Vector Machine for performing binary classification before considering multi-class classification and learning in..

SEK 486.00
1

Introducing HR Analytics with Machine Learning - Bok av Austin Hagerty - Häftad

Introducing HR Analytics with Machine Learning - Bok av Austin Hagerty - Häftad

This book directly addresses the explosion of literature about leveraging analytics with employee data and how organizational psychologists and practitioners can harness new information to help guide positive change in the workplace. In order for today¿s organizational psychologists to successfully work with their partners they must go beyond behavioral science into the realms of computing and business acumen. Similarly, today¿s data scientists must appreciate the unique aspects of behavioral data..

SEK 1856.00
1

Metric Learning - Bok av Aurélien Bellet - Häftad

Metric Learning - Bok av Aurélien Bellet - Häftad

Similarity between objects plays an important role in both human cognitive processes and artificial systems for recognition and categorization. How to appropriately measure such similarities for a given task is crucial to the performance of many machine learning, pattern recognition and data mining methods. This book is devoted to metric learning, a set of techniques to automatically learn similarity and distance functions from data that has attracted a lot of interest in machine learning and related..

SEK 810.00
1