Автор: Leskovec Jure Название: Mining of Massive Datasets ISBN: 1108476341 ISBN-13(EAN): 9781108476348 Издательство: Cambridge Academ Рейтинг: Цена: 71810.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Essential reading for students and practitioners, this book focuses on practical algorithms used to solve key problems in data mining, with exercises suitable for students from the advanced undergraduate level and beyond. This third edition includes new and extended coverage on decision trees, deep learning, and mining social-network graphs.
Автор: Frederick Jelinek Название: Statistical Methods for Speech Recognition ISBN: 0262546604 ISBN-13(EAN): 9780262546607 Издательство: MIT Press Рейтинг: Цена: 99630.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Sun, Liang Название: Multi-Label Dimensionality Reduction ISBN: 1439806152 ISBN-13(EAN): 9781439806159 Издательство: Taylor&Francis Рейтинг: Цена: 112290.00 T Наличие на складе: Невозможна поставка. Описание: Suitable for researchers in machine learning, data mining, and computer vision, this book presents discussions on algorithms and applications for dimensionality reduction. It covers models for general dimensionality reduction in multi-label classification. It also presents a novel framework to unify a variety of models.
Автор: Pablo Duboue Название: The Art of Feature Engineering: Essentials for Machine Learning ISBN: 1108709389 ISBN-13(EAN): 9781108709385 Издательство: Cambridge Academ Рейтинг: Цена: 46470.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This is a guide for data scientists who want to use feature engineering to improve the performance of their machine learning solutions. The book provides a unified view of the field, beginning with basic concepts and techniques, followed by a cross-domain approach to advanced topics, like texts and images, with hands-on case studies.
Автор: Perner Название: Machine Learning and Data Mining in Pattern Recognition ISBN: 3319961357 ISBN-13(EAN): 9783319961354 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multi-media data types such as image mining, text mining, video mining, and Web mining.
Автор: Alameda-Pineda, Xavier Название: Multimodal Behavior Analysis in the Wild ISBN: 012814601X ISBN-13(EAN): 9780128146019 Издательство: Elsevier Science Рейтинг: Цена: 151590.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Multimodal Behavioral Analysis in the Wild: Advances and Challenges presents the state-of- the-art in behavioral signal processing using different data modalities, with a special focus on identifying the strengths and limitations of current technologies. The book focuses on audio and video modalities, while also emphasizing emerging modalities, such as accelerometer or proximity data. It covers tasks at different levels of complexity, from low level (speaker detection, sensorimotor links, source separation), through middle level (conversational group detection, addresser and addressee identification), and high level (personality and emotion recognition), providing insights on how to exploit inter-level and intra-level links.
This is a valuable resource on the state-of-the- art and future research challenges of multi-modal behavioral analysis in the wild. It is suitable for researchers and graduate students in the fields of computer vision, audio processing, pattern recognition, machine learning and social signal processing.
Gives a comprehensive collection of information on the state-of-the-art, limitations, and challenges associated with extracting behavioral cues from real-world scenarios
Presents numerous applications on how different behavioral cues have been successfully extracted from different data sources
Provides a wide variety of methodologies used to extract behavioral cues from multi-modal data
Автор: T. Ravindra Babu; M. Narasimha Murty; S.V. Subrahm Название: Compression Schemes for Mining Large Datasets ISBN: 1447156064 ISBN-13(EAN): 9781447156062 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book addresses the challenges of data abstraction generation using the least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying out clustering and classification directly in the compressed domain.
Автор: Anders Heyden; Fredrik Kahl; Carl Olsson; Magnus O Название: Energy Minimization Methods in Computer Vision and Pattern Recognition ISBN: 3642403948 ISBN-13(EAN): 9783642403941 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This volume constitutes the refereed proceedings of the 9th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2013, held in Lund, Sweden, in August 2013. The papers are organized in topical sections on Medical Imaging;
Автор: Dietrich Paulus Название: Pattern Recognition and Image Processing in C++ ISBN: 3528054913 ISBN-13(EAN): 9783528054915 Издательство: Springer Рейтинг: Цена: 81050.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Provides an introduction to applications and problems from the field of pattern recognition. Basic topics and the mathematical background of image and speech processing are described. Algorithms and data structures for filtering, feature extraction, segmentation and classification are discussed.
Автор: Animesh Adhikari; Jhimli Adhikari; Witold Pedrycz Название: Data Analysis and Pattern Recognition in Multiple Databases ISBN: 3319377272 ISBN-13(EAN): 9783319377278 Издательство: Springer Рейтинг: Цена: 104480.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book presents an influence analysis between items in time-stamped databases. It covers developments in data analysis and pattern recognition in multiple databases and details the application of intelligent systems modeling to multiple database analysis.
Автор: Xingni Zhou, Zhiyuan Ren, Yanzhuo Ma, Kai Fan, Ji Xiang Название: Data structures based on linear relations ISBN: 3110595575 ISBN-13(EAN): 9783110595574 Издательство: Walter de Gruyter Цена: 80520.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Data structures is a key course for computer science and related majors. This book presents a variety of practical or engineering cases and derives abstract concepts from concrete problems. Besides basic concepts and analysis methods, it introduces basic data types such as sequential list, tree as well as graph. This book can be used as an undergraduate textbook, as a training textbook or a self-study textbook for engineers.
Автор: Xingni Zhou, Zhiyuan Ren, Yanzhuo Ma, Kai Fan, Ji Xiang Название: Non-linear Data Structures and Data Processing ISBN: 3110676052 ISBN-13(EAN): 9783110676051 Издательство: Walter de Gruyter Цена: 80520.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
The systematic description starts with basic theory and applications of different kinds of data structures, including storage structures and models. It also explores on data processing methods such as sorting, index and search technologies. Due to its numerous exercises the book is a helpful reference for graduate students, lecturers.
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