Concepts, techniques, and models of computer programming, Roy, Peter Van Haridi, Seif
Автор: 3DTotal.com Название: Digital Painting Techniques ISBN: 0240521749 ISBN-13(EAN): 9780240521749 Издательство: Taylor&Francis Рейтинг: Цена: 7195.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Start your mentorship into the world of digital painting today with some of the greatest digital artists in the world and delve into professional digital painting techiques, such as speed painting, custom brush creation and matte painting.
Описание: Provides a comprehensive and detailed coverage of the fundamentals of programming techniques for computer graphicsUses lots of code examples, encouraging the reader to explore and experiment with data and computer programs (in the C programming language)
Автор: Koller Daphne, Friedman Nir Название: Probabilistic Graphical Models: Principles and Techniques ISBN: 0262013193 ISBN-13(EAN): 9780262013192 Издательство: MIT Press Рейтинг: Цена: 21161.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions.
Most tasks require a person or an automated system to reason -- to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning algorithms. These models can also be learned automatically from data, allowing the approach to be used in cases where manually constructing a model is difficult or even impossible. Because uncertainty is an inescapable aspect of most real-world applications, the book focuses on probabilistic models, which make the uncertainty explicit and provide models that are more faithful to reality.
Probabilistic Graphical Models discusses a variety of models, spanning Bayesian networks, undirected Markov networks, discrete and continuous models, and extensions to deal with dynamical systems and relational data. For each class of models, the text describes the three fundamental cornerstones: representation, inference, and learning, presenting both basic concepts and advanced techniques. Finally, the book considers the use of the proposed framework for causal reasoning and decision making under uncertainty. The main text in each chapter provides the detailed technical development of the key ideas. Most chapters also include boxes with additional material: skill boxes, which describe techniques; case study boxes, which discuss empirical cases related to the approach described in the text, including applications in computer vision, robotics, natural language understanding, and computational biology; and concept boxes, which present significant concepts drawn from the material in the chapter. Instructors (and readers) can group chapters in various combinations, from core topics to more technically advanced material, to suit their particular needs.
Описание: Churn prediction, recognition, and mitigation have become essential topics in various industries. As a means for forecasting and manageing risk, further research in this field can greatly assist companies in making informed decisions based on future possible scenarios.Developing Churn Models Using Data Mining Techniques and Social Network Analysis provides an in-depth analysis of attrition modeling relevant to business planning and management. Through its insightful and detailed explanation of best practices, tools, and theory surrounding churn prediction and the integration of analytics tools, this publication is especially relevant to managers, data specialists, business analysts, academicians, and upper-level students.
Автор: Jiawei Han Название: Data Mining: Concepts and Techniques, ISBN: 0123814790 ISBN-13(EAN): 9780123814791 Издательство: Elsevier Science Рейтинг: Цена: 9720.00 р. Наличие на складе: Поставка под заказ.
Описание: Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, this edition explains the methods of knowing, preprocessing, processing, and warehousing data. It then presents information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining. This book is intended for Computer Science students, application developers, business professionals, and researchers who seek information on data mining.
Описание: Now in its Third Edition, Foot and Ankle, this popular volume in the Master Techniques in Orthopaedic Surgery series combines the step-by-step procedural guidance that readers have come to trust with fully updated material and new expert contributors. How-to format helps readers face each surgical challenge with confidence. Abundant intraoperative color photos and precise line drawings reveal areas not visible to the surgeon during a procedure. The book’s reader-friendly style is a great time-saver when searching for essential facts. The Third Edition features thirteen new chapters, international perspectives from four new authors from outside the United States, and contributions from two additional expert podiatrists. NEW to the Third Edition…• 13 NEW chapters provide detailed coverage of the latest procedures and techniques.• NEW international perspectives by four authors from outside the United States• NEW podiatrist contributors share their years of experience.
Описание: Now part of the Master Techniques in Otolaryngology – Head and Neck Surgery series, Skull Base Surgery is the new go-to guide on common and advanced procedures in skull base surgery. Step-by-step expert instruction is offered on more than 45 procedures, covering both open and minimally invasive approaches to the skull base. It is a vital resource for students, generalist surgeons, and skull base specialists in otolaryngology and neurosurgery. Key Features: Authored by world-renowned experts and pioneers in open and endoscopic skull base approaches Chapters cover: introduction to each approach; history; physical examination; indications; contraindications; preoperative planning; surgical technique; postoperative management; complications; results; pearls and pitfalls; instruments to have available; and suggested readings Sections cover: sphenoid and parasellar regions; anterior cranial fossa; middle cranial fossa; posterior cranial fossa; and reconstruction Topics include: optic nerve decompression; endonasal approach to the sella; endoscopic endonasal approach to the medial cavernous sinus; endonasal transorbital approaches; cranialization of the frontal sinus; frontal sinus osteoplastic flap with and without obliteration; and anterior craniofacial resection More than 1,500 color photos and drawings of intraoperative images fully demonstrate the content Now with the print edition, enjoy the bundled interactive eBook edition, offering iOS, Android, Mac, and PC access to: Complete content with enhanced navigation A powerful search tool that pulls results from content in the book, your notes, and even the web Cross-linked pages, references, and more for easy navigation Highlighting tool for easier reference of key content throughout the text Ability to take and share notes with friends and colleagues Six step-by-step videos that outline the procedures covered in each chapter Quick-reference tabbing to save your favorite content for future use
Описание: In this text Gupta uses recent cases to support each concept, allowing students to understand the issue and to relate it to real life. This new edition now covers the social goals of public policy and the differing views of analysts and policymakers.
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