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Artificial neural network (ANN) has proven to be a universal approximator for any non-linear continuous function with arbitrary accuracy. This book presents how to apply ANN to measure various software reliability indicators: number of failures in a given time, time between successive failures, fault-prone modules and development efforts. The application of machine learning algorithm i.e. artificial neural networks application in software reliability prediction during testing phase as well as early phases of software development process is presented as well. Applications of artificial neural network for the above purposes are discussed with experimental results in this book so that practitioners can easily use ANN models for predicting software reliability indicators.

In this book project, all the American Ceramic Society's Engineering Ceramics Division Mueller and Bridge Building Award Winners, the ICACC Plenary Speakers and the past Engineering Ceramics Division Chairs have been invited to write book chapters on a topic that is compatible with their technical interests and consistent with the scope of the book, which is to focus on the current status and future prospects of various technical topics related to engineering ceramics, advanced ceramics and composite materials. Topics include: Mechanical Behavior and Performance of Ceramics & Composites Non-Destructive Evaluation and Mechanical Testing of Engineering Ceramics Brittle and Composite Material Design Modern Fracture Mechanics of Ceramics Thermal/Environmental Barrier Coatings Advanced Ceramic Coatings for Functional Applications Advanced Ceramic Joining Technologies Ceramics for Machining, Friction, Wear, and Other Tribological Applications Ceramic Composites for High-Temperature Aerospace Structures and Propulsion Systems Thermal Protection Materials: From Retrospect to Foresight Carbon/Carbon Composites Ceramic-Matrix Composites for Lightweight Construction Ultra High-Temperature Ceramics (UHTC) Nanolaminated Ternary Carbides and Nitrides (MAX Phases) Ceramics for Heat Engine and Other Energy Related Applications Solid Oxide Fuel Cells (SOFC) Armor Ceramics Next Generation Bioceramics Ceramics for Innovative Energy and Storage Systems Designing Ceramics for Electrochemical Energy Storage Devices Nanostructured Materials and Nanotechnology Advanced Ceramic Processing and Manufacturing Technologies Engineering Porous Ceramics Thermal Management Materials and Technologies Geopolymers Advanced Ceramic Sensor Technology Advanced Ceramics and Composites for Nuclear and Fusion Applications Advanced Ceramic Technologies for Rechargeable Batteries

The first book on clinical guide to transplantation in lymphoma to present cutting edge knowledge on how to integrate, transplantation and novel therapies in patients with lymphoid malignancies Provides practical management guidance on how to integrate, transplantation and novel therapies in patients with lymphoid malignancies Covers an overview of transplantation in lymphoma, and management of the lymphoid malignancies Discusses organizational aspects of transplant patients and managing a transplant program Appendices provide practical quick-reference information on follow-up after autologous and allogenic stem cell transplantation in lymphoma

Using an innovative framework, this reader examines the most important and influential writings on modern class relations. Uses an interdisciplinary approach that combines scholarship from political economy, social history, and cultural studies Brings together more than 50 selections rich in theory and empirical detail that span the working, middle, and capitalist classes Analyzes class within the larger context of labor, particularly as it relates to conflicts over and about work Provides insight into the current crisis in the global capitalist system, including the Occupy Wall Street Movement, the explosion of Arab Spring, and the emergence of class conflict in China

The Conditions of Contract prepared by FIDIC are used extensively as the standard contract of choice in international construction and civil engineering projects. Engineers working on these projects need to be aware of these contracts, but as the forms are complex it can be difficult to draw together all the sub-clauses relating to a particular issue. The FIDIC Plant and Design-Build Forms of Contract Illustrated crystallizes the requirements of the FIDIC P&DB contract into a range of simple to follow flow charts, providing a clear and concise way to rapidly assimilate the requirements of each clause. The relationship between the various clauses in the contract, the concepts, process methods and actors involved in each sub-clause are all easily seen, and key issues around each topic (such as periods allowed, notices, etc) are all documented. In addition, related sub-clauses and/or important additional documents are linked so that the reader has a full understanding of the wider implications of each clause.

A hands-on and usable guide to making the first 90 days of your mentoring relationship a success In Starting Strong, mentoring experts Lois J. Zachary and Lory A. Fischler weave a compelling tale that exemplifies the concepts, highlights the dynamics, and outlines the issues involved in mentoring relationships. The authors use the form of a fable to tell the story of a budding mentoring relationship filled with possibilities, problems, and triumphs. The story of Cynthia, a seasoned professional, and her new mentee Rafa, brings to life Zachary and Fischler's wealth of mentoring suggestions and best practices and each episode of the fable is accompanied by reflection questions, key learnings, and strategies that readers can apply to their own mentoring relationships. The authors include a conversation playbook that guides mentors and mentees through six essential conversations that will help them establish a strong mentoring connection, and keep it moving forward. As organizations face the transition of departing Boomers and arriving Millennials, Starting Strong offers a hands-on and readable guide to create effective mentoring relationships that will ensure the success of that transition. The book: Covers the key components of a successful mentoring relationship including building trust, establishing a comfort zone (and then having the courage to leave it), holding productive meetings, dealing with power dynamics, setting goals, and keeping momentum going Shows how to avoid common pitfalls and overcome mentoring obstacles Applies to any organizational or institutional setting Starting Strong is more than an engaging story of mentorship, it's a vital resource for understanding how to implement and sustain a meaningful mentoring relationship.

Details the design and process of water supply systems, tracing the progression from source to sink Organized and logical flow, tracing the connections in the water-supply system from the water’s source to its eventual use Emphasized coverage of water supply infrastructure and the design of water treatment processes Inclusion of fundamentals and practical examples so as to connect theory with the realities of design Provision of useful reference for practicing engineers who require a more in-depth coverage, higher level students studying drinking water systems as well as students in preparation for the FE/PE examinations Inclusion of examples and homework questions in both SI and US units

The aurora is the most visible manifestation of the connection of the Earth to the space environment and has inspired awe, curiosity, and scientific inquiry for centuries. Recent advances in observing techniques and modeling and theoretical work have revealed new auroral phenomena, provided a better understanding of auroral dynamics, and have led to an enhanced capability for auroral forecasts. This monograph features discussions of: New auroral phenomena due to the ring current ion and polar rain electron precipitation Various auroral forms and hemispheric asymmetry Auroral model development and MHD simulations Application of the auroral observations for radio absorption and scintillation Aurora nowcast and forecast for space weather operations Auroral Dynamics and Space Weather is a valuable contribution for scientists, researchers, space weather operators, and students of Earth's space environment.

This extensively updated second edition of LTE Signaling, Troubleshooting and Performance Measurement describes the LTE signaling protocols and procedures for the third generation of mobile communications and beyond. It is one of the few books available that explain the LTE signaling messages, procedures and measurements down to the bit & byte level, and all trace examples are taken for a real lab and field trial traces. This book covers the crucial key performance indicators (KPI) to be measured during field trials and deployment phase of new LTE networks. It describes how statistic values can be aggregated and evaluated, and how the network can be optimized during the first stages of deployment, using dedicated examples to enhance understanding. Written by experts in the field of mobile communications, this book systematically describes the most recent LTE signaling procedures, explaining how to identify and troubleshoot abnormal network behavior and common failure causes, as well as describing the normal signaling procedures. This is a unique feature of the book, allowing readers to understand the root cause analysis of problems related to signaling procedures. This book will be especially useful for network operators and equipment manufacturers; engineers; technicians; network planners; developers; researchers; designers; testing personnel and project managers; consulting and training companies; standardization bodies.

Significant research has been done in polymeric nanocomposites and progress has been made in understanding nanofiller-polymer interface and interphase and their relation to nanocomposite properties. However, the information is scattered in many different publication media. This is the first book that consolidates the current knowledge on understanding, characterization and tailoring interfacial interactions between nanofillers and polymers by bringing together leading researchers and experts in this field to present their cutting edge research. Eleven chapters authored by senior subject specialists cover topics including: Thermodynamic mechanisms governing nanofiller dispersion, engineering of interphase with nanofillers Role of interphase in governing the mechanical, electrical, thermal and other functional properties of nanocomposites, characterization and modelling of the interphase Effects of crystallization on the interface, chemical and physical techniques for surface modification of nanocellulose reinforcements Electro-micromechanical and nanoindentation techniques for interface evaluation, molecular dynamics (MD) simulations to quantify filler-matrix adhesion and nanocomposite mechanical properties.

The aim of this book is to enable network planners to realize and maintain cost efficient LTE backhaul networks, which meet the necessary performance requirements. Through an introduction to the technology background, the economical modelling, the dimensioning theory, planning and optimization processes and relevant network management aspects, the reader shall obtain all relevant information to achieve good backhaul results in their own network environment. It is aimed at network planners and other experts with responsibilities for LTE IP network dimensioning, LTE network planning, providing and managing leased lines, business management, LTE IP network operation and optimization.

Edited by the leaders in the fi eld, with chapters from highly renowned international researchers, this is the fi rst coherent overview of the latest in silicon nanomembrane research. As such, it focuses on the fundamental and applied aspects of silicon nanomembranes, ranging from synthesis and manipulation to manufacturing, device integration and system level applications, including uses in bio-integrated electronics, three-dimensional integrated photonics, solar cells, and transient electronics. The first part describes in detail the fundamental physics and materials science involved, as well as synthetic approaches and assembly and manufacturing strategies, while the second covers the wide range of device applications and system level demonstrators already achieved, with examples taken from electronics and photonics and from biomedicine and energy.