Machine Learning Applications In Software Engineering

This book provides a historical and analytical perspective to the assessment of engineering education in order to prepare graduates for a career in the industry. It evaluates the problems and practice

This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. The entire text, including all the figures and n

This book presents new and original research on various topics on chemical engineering and technology including modeling and simulation, material synthesis, wastewater treatment, analytical techniques

Tribology is related to friction, wear and lubrication of machine elements. Tribology not only deals with the design of fluid containment systems like seals and gasket but also with the lubrication of surfaces in relative motion. This book comprehensively discusses the theories and applications of hydrodynamic thrust bearing, gas (air) lubricated bearing and elasto-hydrodynamic lubrication. It elucidates the concepts related to friction, including coefficient of friction, friction instability and stick-slip motion. It clarifies the misconception that harder and cleaner surfaces produce better results in wear. Recent developments, including online condition monitoring (an integration of moisture sensor, wear debris and oil quality sensors) and multigrid technique, are discussed in detail. The book also offers design problems and their real-life applications for cams, followers, gears and bearings. MATLAB programs, frequently asked questions and multiple choice questions are interspersed

This bookconstitutes the proceedings of the 22nd International Working Conference onRequirements Engineering – Foundation for Software Quality, REFSQ 2016, held inGothenburg, Sweden, in March 2016. Th

Nanobiomaterials in Hard Tissue Engineering: Applications of Nanobiomaterials brings new insights for hard tissue constructions, starting with the diversity of the currently used methods of synthesis

In a world where big data is the norm and near-real-time decisions are crucial, machine learning (ML) is a critical component of the data workflow. Machine learning systems can quickly crunch massive

This book presents basic information about DNA, along with comprehensive theoretical introduction to DNA. It discusses recent developments in divalent-metal-ion inserted M-DNA complex, which gives ris

Software Engineering Research and Practice, is a compendium of articles and papers that were presented at SERP '15, an international conference that serves researchers, scholars, professionals, studen

This introductory book discusses how to plan and build useful, reliable, maintainable and cost efficient computer systems for automated engineering design. The book takes a user perspective and seeks

In a down-to-the earth manner, the volume lucidly presents how the fundamental concepts, methodology, and algorithms of Computational Intelligence are efficiently exploited in Software Engineering and

Computer scientists and software engineers survey methods and techniques for modeling, constructing, and validating mobile and cloud-based applications; for analyzing and testing underlying networks a

This book review series presents current trends in modern biotechnology. The aim is to cover all aspects of this interdisciplinary technology where knowledge, methods and expertise are required from c

Assuming only the most basic knowledge of the physics of fluids, this book aims to equip the reader with a sound understanding of fluid power systems and their uses in practical engineering. In line w

This book examines the latest research results from combined multi-component and multi-scale explorations. It provides theory, considers underlying numerical methods and presents brilliant computation

This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of appendices provides the reader with sel

Written as a tutorial to explore and understand the power of R for machine learning. This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning

This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of inter

Machine Learning Projects for .NET Developers shows you how to build smarter .NET applications that learn from data, using simple algorithms and techniques that can be applied to a wide range of real-

This monograph presents the latest developments and applications of computational tools related to the biosciences and medical engineering. Computational tools such as the finite element methods, comp

This groundbreaking volume covers the significant advantages of wave technologies in the development of innovative machine building where high technologies with appreciable economic effect are applied

Concise and highly regarded, this treatment of Green's functions and their applications in science and engineering is geared toward undergraduate and graduate students with only a moderate background

Describes how to systematically implement the various characteristic mode (CM) theories into the designs of practical antenna systems.This book examines theoretical developments and characteristic mod

This book presents recently developed intelligent techniques with applications and theory in the area of engineering management. The involved applications of intelligent techniques such as neural netw

Chaos and nonlinear dynamics initially developed as a new emergent field with its foundation in physics and applied mathematics. The highly generic, interdisciplinary quality of the insights gained in

This book emphasizes in detail the applicability of the Optimal Homotopy Asymptotic Method to various engineering problems. It is a continuation of the book “Nonlinear Dynamical Systems in Engineering

This book, based on Transport and Urban Development COST Action TU1208, presents the most advanced applications of ground penetrating radar (GPR) in a civil engineering context, with documentation of

Wan and Mak describe machine-learning approaches to determining automatically the location of a protein within a cell in order to facilitate drug discovery and drug design. The approaches exploit the

This book examines optimization problems that in practice involve random model parameters. It details the computation of robust optimal solutions, i.e., optimal solutions that are insensitive with res

The current book is the first publication of a complete overview of machine learning methodologies for the medical and health sector. It was written as a training companion and as a must-read, not onl

Learn a simpler and more effective way to analyze data and predict outcomes with PythonMachine Learning in Python shows you how to successfully analyze data using only two core machine learning algori

Advanced Engineering Mathematics: Applications Guide is a text that bridges the gap between formal and abstract mathematics, and applied engineering in a meaningful way to aid and motivate engineering

Tribology is basically defined as the study of friction, wear, lubrication, and the design of bearings; the science of interacting surfaces in relative motion. The objective of compiling this book was

The extensive applications in the field of biomedical engineering are discussed in this profound book. Biomedical Engineering is an interesting and rising interdisciplinary field which integrates life

This textbook offers theoretical and practical knowledge of the finite element method. The book equips readers with the skills required to analyze engineering problems using ANSYSR, a commercially ava

This textbook is for masters students of industrial engineering and economic engineering who want to know how to apply, manage, and implement modern industrial software applications. The material will

Tissue engineering involves seeding of cells on bio-mimicked scaffolds providing adhesive surfaces. Researchers though face a range of problems in generating tissue which can be circumvented by employ

"Logistics management is one of the primal topics of Industrial Engineering. This book is the second volume of a three-volume series on global logistic management and focuses on recent developments an

The books provide innovation applications and case studies that are drawn from multiple countries. The chapters in the books represent the best papers from the International Institute of Industrial En

This book discusses the engineering applications of finite element analysis. In the past few years, Finite Element Analysis (FEA) has been refined into an important and necessary technology in the mod