الصفحة 5
الصفحة 5
Machine Learning for Computer Scientists and Data Analysts: From an Applied Perspective
Describes traditional as well as advanced machine learning algorithms / Enables students to learn which algorithm is most appropriate for the data being handled / Includes numerous, practical case-studies; implementation codes in Python available for readers
List decoding of error-correcting codes : Winning thesis of the 2002 ACM doctoral dissertation competition
Presents some spectacular new results in the area of decoding algorithms for error-correcting codes. Specifically, it shows how the notion of “list-decoding” can be applied to recover from far more errors, for a wide variety of err- correcting codes, than achievable before. A brief bit of background : error-correcting codes are combinatorial str- tures that show how to represent (or “encode”) information so that it is - silient to a moderate number of errors. Speci?cally, an error-correcting code takes a short binary string, called the message, and shows how to transform it into a longer binary string, called the codeword, so that if a small number of bits of the codewordare ?ipped, the resulting string does not look like any other codeword. The maximum number of errorsthat the code is guaranteed to detect, denoted d, is a central parameter in its design. A basic property of such a code is that if the number of errors that occur is known to be smaller than d/2, the message is determined uniquely. This poses a computational problem, called the decoding problem : compute the message from a corrupted codeword, when the number of errors is less than d/2.
Linear Selection Indices in Modern Plant Breeding
This open access book focuses on the linear selection index (LSI) theory and its statistical properties. It addresses the single-stage LSI theory by assuming that economic weights are fixed and known - or fixed, but unknown - to predict the net genetic merit in the phenotypic, marker and genomic context. Further, it shows how to combine the LSI theory with the independent culling method to develop the multistage selection index theory. The final two chapters present simulation results and SAS and R codes, respectively, to estimate the parameters and make selections using some of the LSIs described. It is essential reading for plant quantitative geneticists, but is also a valuable resource for animal breeders.
Lattice Boltzmann Modeling : An Introduction for Geoscientists and Engineers
Lattice Boltzmann models have a remarkable ability to simulate single- and multi-phase fluids and transport processes within them. A rich variety of behaviors, including higher Reynolds numbers flows, phase separation, evaporation, condensation, cavitation, buoyancy, and interactions with surfaces can readily be simulated. This book provides a basic introduction that emphasizes intuition and simplistic conceptualization of processes. It avoids the more difficult mathematics that underlies LB models. The model is viewed from a particle perspective where collisions, streaming, and particle-particle/particle-surface interactions constitute the entire conceptual framework. Beginners and those with more interest in model application than detailed mathematical foundations will find this a powerful "quick start" guide. Example simulations, exercises, and computer codes are included. Working code is provided on the Internet
Landslide risk assessment
Over the past decade there has been a gradual shift away from simply relying on engineering solutions to individual landslide problems, to the use of a variety of strategies to manage the problems over a broad area. Such alternative strategies include the use of building codes, land use planning controls, preventing water leakage, early warning systems and insurance schemes. This book addresses these developments and provides a multidisciplinary perspective on landslide management.
Kaposi Sarcoma Herpesvirus : New Perspectives
Since the identificationof two sequences fromKSHV,wehave learnedmuch about this pathogen as reflected in this book. As it turned out, KSHV itself encodes for a number of cytokines, and induces cellular cytokine secretion, contributing to tumour growth. Moreover, KSHV vFLIP targets the IKKNFκB axis to encourage the inflammatory microenvironment observed by Gallo and his colleagues. KSHV continues to elucidate both mechanisms of viral oncogenesis, and cellular and immune pathways involved in non-viral driven neoplasia.
Clinical guide to oral diseases
A concise reference on the common diseases encountered in daily practice. Presenting a large selection of clinical cases, this user-friendly resource covers a range of oral and perioral lesions located in hard and soft tissues of the mouth and neck, as well as oral manifestations of various systemic diseases. Nearly 300 high-quality color images complement succinct descriptions of clinical cases seen in both community and hospital care settings. Provides nearly 300 high-quality clinical photos and relevant questions to help lead readers to the proper diagnosis of common oral diseases Contains concise tables relevant to each chapter with a list of common oral lesions and conditions Offers MCQs of varying levels of difficulty to help readers test their knowledge in Oral Medicine Includes clinical flow charts according to the location and duration of oral lesions Incorporates the ICD-10 Codes of oral lesions and diseases
Classification Algorithms for Codes and Designs
Almost a century earlier, in 1782, Euler [180] published some results on classifying small Latin squares, but for the ?rst few steps in this direction one should actually go at least as far back as ancient Greece and the proof that there are exactly ?ve Platonic solids. One of the most remarkable achievements in the early, pre-computer era is the classi?cation of the Steiner triple systems of order 15, quoted above. An onerous task that, today, no sensible person would attempt by hand calcu- tion. Because, with the exception of occasional parameters for which com- natorial arguments are e?ective (often to prove nonexistence or uniqueness), classi?cation in general is about algorithms and computation.
Civil engineering structures according to the Eurocodes : Inspection and maintenance
This standard assumes that the structure, after completion, is used as intended in the project and subject to planned inspection and maintenance to meet the expected project lifetime and to detect any unforeseen weakness or behavior" (EN 13670 4.1)An important decision factor in the design of new structures and repairs to existing structures is the lifetime or expected service life. This concept, which is common for civil engineering works, has been extended to all engineering and building works by applying the European Structural Design Codes.
CEB-FIP Model code 1990 : Design code
This document is a comprehensive design code for concrete. It is the result of a comprehensive revision to the original model code of 1978, which was produced jointly by the Comite Euro-International du Beton (CEB) and the Federation Internationale de la Precontrainte (FIP). Model Code 1990 has more detailed guidelines and explanations than national codes and can be used as a basis for them. It has already influenced the codification work that is being carried out both nationally and internationally and will continue to do so. With the publication of Eurocode 2: Part 1 as a draft pre-standard, this document is a useful reference during the consultative period before Eurocode 2 becomes a European standard. It may be of use to anyone involved in codification work on concrete.
CDT 2023 : Current Dental Terminology
includes 22 new codes, 14 revisions, and 2 deleted codes across 8 categories. This edition also includes seven new codes adopted in March 2022 related to COVID-19 vaccine administration. Other highlights in CDT 2023 include new and revised codes for: Intraoral tomosynthesis and 3D surface scans; HPV vaccine administration; Guided tissue regeneration; Intraoral radiograph images; Gingival flap procedures; Full mouth debridement; Gingival irrigation.
Building construction illustrated
A leading visual guide to the principles of building construction. Filled with rich illustrations and in-depth content by renowned author Francis D.K. Ching, it offers students and practicing professionals the information needed to understand concepts in residential and commercial construction, architecture, and structural engineering. Includes all new sections on resilient design; diagrids; modular foundation systems; smart façade types and systems; lighting sources and systems; and mass timber materials, cross laminated timber (CLT) and nail laminated timber (NLT) Revised to reflect that latest updates in codes and standards requirements: 2018 International Building Code (IBC), LEED v4, and CSI MasterFormat 2018 Includes updated information on sustainability and green building; insulation materials; stair uses; stoves and inserts; and fire-rated wall and floor assemblies
Building codes illustrated : The basics
Delivers a concise visual introduction to the 2021 International Building Code (IBC) distilled from the industry bestseller Building Codes Illustrated. With clear language and Frank Ching's distinctive illustrations, the book offers readers a sound understanding of the foundations of the IBC. A solid understanding of the fundamentals of the 2021 International Building Code for students without a background in architecture or engineering Intuitive and memorable study material for people seeking licensure via the Architect Registration Exam Visually striking and memorable material designed to catch the reader's eye, hold attention, and improve retention
Building codes illustrated : A guide to understanding the 2018 International Building Code ; 6th ed.
Provides brand new chapters on plumbing fixture counts, elevators, special construction, and existing buildings while updating the remainder of the material to align with recent changes to the IBC. includes: Thorough introductions to navigating the Code, use and occupancy, special uses and occupancies, and building heights and areas / Full explorations of the types of construction, fire resistive construction, interior finishes, fire-protection systems, and means of egress / Practical discussions of accessibility, interior environment, exterior walls, roof assemblies, and structural provisions / In-depth examinations of special inspections and tests, soils and foundations, building materials and systems, and elevators
Bone densitometry for technologists
Radiologic technologists, nurse practitioners, physician assistants, and dedicated densitometry technologists can find new guidelines for bone density testing, new therapies for osteoporosis, and new treatment guidelines for osteoporosis, as well as new chapters on pediatric densitometry body composition assessments, and the use of skeletal morphometry in diagnosis and fracture risk prediction. The twelve appendices have also been updated to reflect the most current information available, including contacts for densitometry equipment manufacturers and organizations, guidelines for bone density testing and CPT codes, definitions of terms, and new conversion equations.
Bioethics and the Holocaust : A Comprehensive Study in How the Holocaust Continues to Shape the Ethics of Health, Medicine and Human Rights
This book offers a framework for understanding how the Holocaust has shaped and continues to shape medical ethics, health policy, and questions related to human rights around the world. The field of bioethics continues to face questions of social and medical controversy that have their roots in the lessons of the Holocaust, such as debates over beginning-of-life and medical genetics, end-of-life matters such as medical aid in dying, the development of ethical codes and regulations to guide human subject research, and human rights abuses in vulnerable populations. As the only example of medically sanctioned genocide in history, and one that used medicine and science to fundamentally undermine human dignity and the moral foundation of society, the Holocaust provides an invaluable framework for exploring current issues in bioethics and society today. This book, therefore, is of great value to all current and future ethicists, medical practitioners and policymakers – as well as laypeople.
Bath planning : Guidelines, codes, standards
The most authoritative resource available on the subject, containing everything a professional needs to know to design a safe, functional, effective, and attractive bath. Based on the National Kitchen and Bath Association's Kitchen and Bathroom Planning Guidelines and the related Access Standards, this book presents the best practices developed by the Association's committee of professionals through extensive research.
Basics of fluid mechanics and introduction to computational fluid dynamics
Brings together the theoretical basics of fluid dynamics with a systemaic overview of the appropriate numerical and computational methods for solving the problems presented in the book. Also, effective codes for a majority of the examples are included.
Artificial neural network-based optimized design of reinforced concrete structures
Introduces AI-based Lagrange optimization techniques that can enable more rational engineering decisions for concrete structures while conforming to codes of practice. It shows how objective functions including cost, CO2 emissions, and structural weight of concrete structures are optimized either separately or simultaneously while satisfying constraining design conditions using an ANN-based Lagrange algorithm. Any design target can be adopted as an objective function. Many optimized design examples are verified by both conventional structural calculations and big datasets. Uniquely applies the new powerful tools of AI to concrete structural design and optimization Multi-objective functions of concrete structures optimized either separately or simultaneously Design requirements imposed by codes are automatically satisfied by constraining conditions Heavily illustrated in color with practical design examples
Aritmetica, crittografia e codici = Arithmetic, cryptography and codes
The basic techniques of algebra and number theory useful in recent applications to cryptography and codes are developed, with the aim of being elementary and self-sufficient. The emphasis is on computational problems. This part of the volume can be useful as a textbook for a first course in algebra for mathematicians, computer scientists or engineers. Important applications of algebra and geometry to cryptography and codes are then illustrated. Both, cryptography and codes have significant applications in daily life which are illustrated here. Cryptography is developed in detail in much of its classic and current aspects, and both private and public key cryptography are developed. Cryptography with the use of elliptic curves on finite fields is also illustrated. A chapter introducing the subject is dedicated to linear codes.
