الصفحة 31
الصفحة 31
Kernel Methods for Machine Learning with Math and Python: 100 Exercises for Building Logic
Addresses the fundamentals of kernel methods for machine learning by considering relevant math problems and building Python programs. The book’s main features are as follows: Includes 100 exercises, which have been carefully selected and refined. As their solutions are provided in the main text, readers can solve all of the exercises by reading the book. / The mathematical premises of kernels are proven and the correct conclusions are provided, helping readers to understand the nature of kernels. / Source programs and running examples are presented to help readers acquire a deeper understanding of the mathematics used. / Once readers have a basic understanding of the functional analysis topics covered in Chapter 2, the applications are discussed in the subsequent chapters. Here, no prior knowledge of mathematics is assumed. / Considers both the kernel for reproducing kernel Hilbert space (RKHS) and the kernel for the Gaussian process; a clear distinction is made between the two.
Kernel Based Algorithms for Mining Huge Data Sets : Supervised, Semi-supervised, and Unsupervised Learning
"Kernel Based Algorithms for Mining Huge Data Sets" is the first book treating the fields of supervised, semi-supervised and unsupervised machine learning collectively. The book presents both the theory and the algorithms for mining huge data sets by using support vector machines (SVMs) in an iterative way. It demonstrates how kernel based SVMs can be used for dimensionality reduction (feature elimination) and shows the similarities and differences between the two most popular unsupervised techniques, the principal component analysis (PCA) and the independent component analysis (ICA).
Ken Smith Landscape Architect : Urban projects
Ken Smith is one of the most interesting voices in landscape architecture today. His works reflect the intensity and energy of their surroundings and challenge the distinction between landscape and art. Ken Smith Landscape Architect/Urban Projects focuses on three prominent works in New York City: the East River Ferry Landings, P.S. 19, and a roof garden for the Museum of Modern Art. Featuring an interview with Ken Smith and extensive photographic documentation and drawings, as well as an essay by Nina Rappaport and a foreword by Peter Reed, the book reveals how each project expresses new relationships between landscape and place within the city
Katzung's basic and clinical pharmacology
The most comprehensive and authoritative pharmacology text --updated with new content and USMLE-style questions Presented in full-color and packed with hundreds of illustrations, Basic and Clinical Pharmacology is the wide-ranging, engaging guide students have counted on for decades. To be as clinically relevant as possible, the book includes sections that specifically address the clinical choice and use of drugs in patients and the monitoring of their effects, along with case studies that introduce clinical problems. Each chapter opens with a case study, covers drug groups and prototypes, and closes with summary tables and diagrams that encapsulate important information. Updated to reflect the latest research, this sixteenth edition features a new chapter on cannabinoids, USMLE-style questions, new drug tables, and more. Basic and Clinical Pharmacology, Sixteenth Edition features: * 330 full-color illustrations * NEW: 100 drug tables * NEW: 50 USMLE-style questions * NEW: Chapter on cannabinoids * A strong emphasis on drug groups and prototypes * Case studies and chapter-ending summary tables * Organization that reflects the syllabi of pharmacology courses * Descriptions of important new drugs
Julia - Bit by Bit : Programming for Beginners
The main goal of this book is to teach fundamental programming principles to beginners using Julia, one of the fastest growing programming languages today. Julia can be classified as a "modern" language, possessing many features not available in more popular languages like C and Java.
JDBC Recipes : A Problem-Solution Approach
JDBC Recipes provides easy-to-implement, usable solutions to problems in relational databases that use JDBC. You will be able to integrate these solutions into your web-based applications, such as Java servlets, JavaServer Pages, and Java server-side frameworks. This handy book allows you to cut and paste the solutions without any code changes. This book focuses on topics that have been ignored in most other JDBC books, such as database and result set metadata. It will help you develop database solutions, like adapters, connectors, and frameworks using Java/JDBC. The insightful solutions will enable you to handle all data types, including large binary objects. A unique feature of the book is that it presents JDBC solutions (result sets) in XML.
Java Challenges 100+ : Proven Tasks that Will Prepare You for Anything
Expand your knowledge of Java with this entertaining learning guide, which features 100+ exercises and programming challenges. Java Challenges will prepare you for your next exam or job interview, and covers many practical topics, such as strings, arrays, data structures, recursion, and date and time. The APIs and other material included in this book are Java 17 compatible. You will: Improve your Java knowledge by solving enjoyable but challenging programming puzzles / Solve mathematical problems, recursions, strings, arrays and more / Manage data processing and data structures like lists, sets, maps / Handle advanced recursion as well as binary trees, sorting and searching / Gamify key fundamentals for fun and easier reinforcement
Java 6 Platform Revealed
New editions of the platform don't happen that frequently, but when they do, there is a lot to learn about quickly. If you want to come up to speed on the feature set as quickly as possible, Java 6 Platform Revealed will place you well ahead of the pack. You'll find 10 chapters of how to use the JSR implementations and library improvements that are now a part of Mustang. You'll learn about the scripting features of AWT and Swing, like splash screens, system tray access, and table sorting and filtering and lots more. What you won't find in Java 6 Platform Revealed is a "getting started with Java" tutorial. Come prepared with a good working knowledge of Java 5 platform for best results.
Java 17 Recipes : A Problem-Solution Approach
Quickly find solutions to dozens of common programming problems encountered while building Java applications, with recipes presented in the popular problem-solution format. Look up the programming problem that you want to resolve. Read the solution. Apply the solution directly in your own code. Problem solved! covers of some of the newest features, APIs, and more such as pattern matching for switch, Restore Always-Strict-Floating-Point-Semantics, enhanced pseudo-random number generators, the vector API, sealed classes, and enhancements in the use of String. Source code for all recipes is available in a dedicated GitHub repository. This must-have reference belongs in your library. You will learn : Look up solutions to everyday problems involving Java SE 17 LTS and other recent releases / Develop Java SE applications using the latest in Java SE technology / Incorporate Java major features introduced in versions 17, 16, and 15 into your code
Jaramana hotel
This project constitutes a comprehensive complex consisting of a celebration hall spanning two underground floors. Above it, there is a car garage, and on the ground floor, a space is designated for commercial stores. Above these stores, there is a seven-story hotel, and on the ground floor of the hotel, the project features a swimming pool.
Jacopo da Firenze’s Tractatus Algorismi and Early Italian Abbacus Culture
In the city republics of Renaissance Italy, it was a common practice among the merchant class to send sons for a two-year course of study at an "abbacus school", where they learned practical, mostly commercial mathematics, known as abbaco. From this school institution, several hundred manuscripts survive, all in Italian, often containing not only what the masters needed in their teaching but also algebra or other advanced mathematical material. A signal feature of the book by Jens Høyrup is the first translation of one of these abbacus manuscripts into English.
IUTAM symposium on theoretical, computational and modelling aspects of inelastic media ; Proceedings of the IUTAM Symposium held at Cape Town, South Africa, January 14–18, 2008
Comprises papers based on some of the talks presented at the IUTAM Symposium of the same name, held in Cape Town, January 14-18, 2008. This volume treats cutting-edge issues in modelling, the behaviour of various classes of inelastic media, and associated algorithms for carrying out computational simulations. A key feature of the contributions are works directed at modelling behaviour at the meso and micro-scales, and at bridging the micro-macro scales.
Computable Models of the Law : Languages, Dialogues, Games, Ontologies
This book originate from a workshop held at the European University Institute of Florence, Italy, in December 2006. The workshop was devoted to the discussion of the different ways of understanding and explaining contemporary law, for the purpose of building computable models of it -- especially models enabling the development of computer applications for the legal domain.
Compulsory Insurance and Compensation for Bunker Oil Pollution Damage
Oil tankers are not the only vessels that have caused oil pollution at sea. Numerous spills in the past have been of heavy fuel oil from non-tankers. However, the international liability and compensation regime covered only oil pollution damage caused by oil tankers. There was thus a need to bring the law on marine oil pollution responsive to oil pollution damage caused by non-tankers. In March 2001, the International Convention on Civil Liability for Bunker Oil Pollution Damage was adopted following a diplomatic conference at the International Maritime Organization. Though this convention has not yet come into force, its various aspects should already be considered as they will surely affect the maritime industry as a whole and the non-tanker sector, in particular. This book provides a timely and comprehensive study on the concept of compulsory insurance, its main purpose of ensuring compensation and its interrelations with other features such as the rule of strict liability and the limitation of liability under the convention.
Complex Systems in Biomedicine
Features contributions from several Italian research groups that are working on the field of biomedicine. Each chapter in this book deals with a specific subfield, with the aim of providing an overview of the subject and an account of the research results.
Complex Numbers from A to … Z
It is impossible to imagine modern mathematics without complex numbers. Complex Numbers from A to . . . Z introduces the reader to this fascinating subject that, from the time of L. Euler, has become one of the most utilized ideas in mathematics.The exposition concentrates on key concepts and then elementary results concerning these numbers. The reader learns how complex numbers can be used to solve algebraic equations and to understand the geometric interpretation of complex numbers and the operations involving them.The theoretical parts of the book are augmented with rich exercises and problems at various levels of difficulty. A special feature of the book is the last chapter, a selection of outstanding Olympiad and other important mathematical contest problems solved by employing the methods already presented.The book reflects the unique experience of the authors. It distills a vast mathematical literature, most of which is unknown to the western public, and captures the essence of an abundant problem culture.
Complex Motion ; 1st International Workshop, IWCM 2004, Günzburg, Germany, October 12-14, 2004, Revised Papers
The world we live in is a dynamic one: we explore it by moving through it, and many of the objects which we are interested in are also moving. Trafic, for instance, is an example of a domain where detecting and processing visual motion is of vital interest, both in a metaphoric as well as in a purely literal sense. Visual communication is another important example of an area of science which is dominated by the need to measure, understand, and represent visual motion in an eficient way. Visual motion is a subject of research which forces the investigator to deal with complexity; complexity in the sense of facing efiects of motion in a very large diversity of forms, starting from analyzing simple motion in a changing envir- ment (illumination, shadows, . . . ), under adverse observation conditions, such as bad signal-to-noiseratio (low illumination, small-scaleprocesses, low-dosex-ray, etc. ), covering also multiple motions of independent objects, occlusions, and - ing as far as dealing with objects which are complex in themselves (articulated objects such as bodies of living beings). The spectrum of problems includes, but does not end at, objects which are not ‘bodies’ at all, e. g. , when anal- ing fiuid motion, cloud motion, and so on. Analyzing the motion of a crowd in a shopping mall or in an airport is a further example that implies the need to struggle against the problems induced by complexity.
Complete criminal law : Text, cases, and materials
Provides a student-centred, straightforward approach to the criminal law LLB/CPE syllabus. The author's lucid commentary clearly explains the general principles, whilst the structured learning features enable students to interact and engage with the integrated case extracts and academic materials.
Competition Policies in Emerging Economies : Lessons and Challenges from Central America and Mexico
Do small developing economies, or SDEs, need a specific competition policy to create competitive markets? Against the backdrop of globalization, protectionist policies that promote state ownership and heavy regulation of key industries are proving increasingly ineffective for driving growth. Countries around the world are instituting reforms to promote competition and business creation, yet the economic and political concentration of power, feeble judicial systems, and the scarcity of human and financial resources pose special challenges to SDEs. Competition Policies in Emerging Economies features an in-depth analysis of two strategic industries — telecommunications and banking — in several Central American nations which sheds light on the dynamics of the transition to deregulation and trade liberalization. Examining the lessons learned from these experiences and presenting discussion of political, legal, economic, financial, cultural, and organizational issues, the book provides unique perspectives on competition policy and economic development.
Compendium of Surface Microscopic and Dermoscopic Features
This unique guide provides a comprehensive, current, and accurate A-Z encyclopaedia to clarify the meaning of surface microscopic and dermoscopic terminology including a broad range of both melanocytic and non-melanocytic skin lesions.
