Автор: Christopher M. Bishop Название: Pattern Recognition and Machine Learning ISBN: 0387310738 ISBN-13(EAN): 9780387310732 Издательство: Springer Рейтинг: Цена: 11878.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.
Автор: Lars Eld?n Название: Matrix Methods in Data Mining and Pattern Recognition ISBN: 0898716268 ISBN-13(EAN): 9780898716269 Издательство: Cambridge Academ Рейтинг: Цена: 9029.00 р. Наличие на складе: Поставка под заказ.
Описание: Several very powerful numerical linear algebra techniques are available for solving problems in data mining and pattern recognition. This application-oriented book describes how modern matrix methods can be used to solve these problems, gives an introduction to matrix theory and decompositions, and provides students with a set of tools that can be modified for a particular application. Part I gives a short introduction to a few application areas before presenting linear algebra concepts and matrix decompositions that students can use in problem-solving environments such as MATLAB. In Part II, linear algebra techniques are applied to data mining problems. Part III is a brief introduction to eigenvalue and singular value algorithms. The applications discussed include classification of handwritten digits, text mining, text summarization, pagerank computations related to the Google search engine, and face recognition. Exercises and computer assignments are available on a Web page that supplements the book.
Описание: This research book provides a comprehensive overview of the state-of-the-art subspace learning methods for pattern recognition in intelligent environment.
Автор: Ana Fred; Maria De Marsico; Antoine Tabbone Название: Pattern Recognition Applications and Methods ISBN: 3319255290 ISBN-13(EAN): 9783319255293 Издательство: Springer Рейтинг: Цена: 6708.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Multiple Image Segmentation.- Aggregation of Biclustering Solutions for Ensemble Approach.- Fuzzy C-Means Stereo Segmentation.- SCHOG Feature for Pedestrian Detection.- Learning Prior Bias in Classifier.- Intra-class Variance among Multiple Samples of the Same Person's Fingerprint in a Cooperative User Scenario.- Kernel Matrix Completion for Learning Nearly Consensus Support Vector Machines.- An Empirical Comparison of Support Vector Machines versus Nearest Neighbour Methods for Machine Learning Applications.- Improving the Detection of Relations between Objects in an Image using Textual Semantics.- A ToF-based Approach to 3D Reconstruction of Isometric Surfaces.- Segmentation of Tomatoes in Open Field Images with Shape and Temporal Constraints.- Fast and Accurate Pedestrian Detection in a Truck's Blind Spot Camera.- Comparing Different Labeling Strategies in Anomalous Power Consumptions Detection.- An Efficient Shape Feature Extraction, Description and Matching Method using GPU.- Utilization of Multiple Sequence Analyzers for Bibliographic Information Extraction.
Автор: Anand Rangarajan; M?rio A. T. Figueiredo; Josiane Название: Energy Minimization Methods in Computer Vision and Pattern Recognition ISBN: 3540404988 ISBN-13(EAN): 9783540404989 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume consists of the 33 papers presented at the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2003)which was held at Instituto Superior T ecnico (IST), the - gineeringSchooloftheTechnicalUniversityofLisbon, PortugalduringJuly7-9, 2003.Thisworkshopwasthefourthinthe serieswhichstartedwithEMMCVPR 1997 held in Venice, Italy in May 1997 and continued with EMMCVPR 1999 held in York, UK in July 1999 and EMMCVPR 2001 held in Sophia-Antipolis, France in September 2001. Many problems in computer vision and pattern recognition (CVPR) are couchedintheframeworkofoptimization.Theminimizationofaglobalquantity, often referred to as the energy, forms the bulwark of most approachesin CVPR. Disparate approaches, such as discrete and probabilistic formulations on the one hand and continuous, deterministic strategies on the other, often have optimi- tion or energy minimization as a common theme. Instances of energy minimi- tion arise in Gibbs/Markov modeling, Bayesian decision theory, geometric and variational approaches and in areas in CVPR such as object recognition and - trieval, image segmentation, registration, reconstruction, classi?cation and data mining. The aim of the EMMCVPR workshops is to bring together researchers with interests in these disparate areas of CVPR but with an underlying commitment to some form of energy minimization. Although the subject is traditionally well representedinmajorinternationalconferencesonCVPR, thisworkshopprovides a forum wherein researchers can report their recent work and engage in more informal discussions.
Автор: Honghua Dai; James N. K. Liu; Evgueni Smirnov Название: Reliable Knowledge Discovery ISBN: 1489995323 ISBN-13(EAN): 9781489995322 Издательство: Springer Рейтинг: Цена: 32004.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Reliable Knowledge Discovery focuses on theory, methods, and techniques for RKDD, a new sub-field of KDD. It studies the theory and methods to assure the reliability and trustworthiness of discovered knowledge and to maintain the stability and consistency of knowledge discovery processes.
Автор: Christian Cachin; Rachid Guerraoui; Lu?s Rodrigues Название: Introduction to Reliable and Secure Distributed Programming ISBN: 3642423272 ISBN-13(EAN): 9783642423277 Издательство: Springer Рейтинг: Цена: 7965.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Failures may range from crashes to adversarial attacks by malicious processes.Cachin, Guerraoui, and Rodrigues present an introductory description of fundamental distributed programming abstractions together with algorithms to implement them in distributed systems, where processes are subject to crashes and malicious attacks.
Автор: Peter Hertling; Christoph M. Hoffmann; Wolfram Lut Название: Reliable Implementation of Real Number Algorithms: Theory and Practice ISBN: 3540855203 ISBN-13(EAN): 9783540855200 Издательство: Springer Рейтинг: Цена: 8384.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The International Seminar on Reliable Implementation of Real Number Algorithms, held at Dagstuhl Castle, Germany, in January 2006 was intended to stimulate an exchange of ideas between the different communities that deal with the problem of reliable implementation of real number algorithms. This book constitutes the revised papers of the Seminar.
Автор: Xue-Cheng Tai; Egil Bae; Tony F. Chan; Marius Lysa Название: Energy Minimization Methods in Computer Vision and Pattern Recognition ISBN: 3319146114 ISBN-13(EAN): 9783319146119 Издательство: Springer Рейтинг: Цена: 10062.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume constitutes the refereed proceedings of the 10th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2015, held in Hong Kong, China, in January 2015. The 36 revised full papers were carefully reviewed and selected from 45 submissions. PDE and variational methods;
Автор: Ana Fred; Maria De Marsico; M?rio Figueiredo Название: Pattern Recognition: Applications and Methods ISBN: 331927676X ISBN-13(EAN): 9783319276762 Издательство: Springer Рейтинг: Цена: 7826.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A deeply personal look at a small North Dakota town, Natives of a Dry Place focuses on a not-so-distant past and takes readers on a journey of reflection to a time before big oil. Richard Edwards uses his experience as both a historian and an economist to delve into the overarching questions of what makes a community and how it survives during times of upheaval.
Автор: Ana Fred; Maria De Marsico; Gabriella Sanniti di B Название: Pattern Recognition Applications and Methods ISBN: 3319533746 ISBN-13(EAN): 9783319533742 Издательство: Springer Рейтинг: Цена: 7685.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Are you interested in using argument-driven inquiry for middle school lab instruction but just aren`t sure how to do it? This title provides you with both the information and instructional materials you need to start using this method right away. The book is a one-stop source of expertise, advice, and investigations to help physical science students work the way scientists do.
Автор: S. I. R. Costa; Frederique Oggier; Antonio Campell Название: Lattices Applied to Coding for Reliable and Secure Communications ISBN: 3319678817 ISBN-13(EAN): 9783319678818 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides a first course on lattices - mathematical objects pertaining to the realm of discrete geometry, which are of interest to mathematicians for their structure and, at the same time, are used by electrical and computer engineers working on coding theory and cryptography.
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