Machine Learning Applications In Software Engineering

This textbook is designed for courses in mass transfer operations, a staple in any chemical engineering curriculum. The third edition is updates the 2nd edition to discuss many developing topics in mo

Written for graduate students and researchers in chemistry, pharmacy, nanoscience, and biomedical engineering, this reference reviews polymer synthesis, macromolecular design, and various applications

Measurement plays a fundamental role both in physical and behavioral sciences, as well as in engineering and technology: it is the link between abstract models and empirical reality and is a privilege

To plan and build smart cities and territories, information technologies must be renovated with the support of knowledge technologies, in particular geographic knowledge engineering. Geographic Knowle

The diverse range of applications has thrust hydrogels into the spotlight of scientific research. From biomedical applications in tissue engineering, drug delivery and wound healing, and consumer care

Problems involving the evolution of two- and three-dimensional domains arise in many areas of science and engineering. Emphasizing an Eulerian approach, Moving Shape Analysis and Control: Applications

Now in its 4th edition, this single resource covers all aspects of the utilization of geothermal energy for power generation using fundamental scientific and engineering principles. Its practical emph

Written for readers with backgrounds in physics, engineering, or mathematics who wish to learn about the detection and extraction of information from radio-frequency (RF), acoustic, or optical signals

This text serves as an introduction to the modern theory of analysis and differential equations with applications in mathematical physics and engineering sciences. Having outgrown from a series of ha

The lessons in this fundamental text equip students with the theory of Computer Assisted Design (CAD), Computer Assisted Engineering (CAE), the essentials of Rapid Prototyping, as well as practical sk

This book deals with the latest achievements in the field of ferroelectric domain engineering and characterization at micro- and nano-scale dimensions and periods. The book collects the results obtain

Now in its 3e, this single resource covers all aspects of the utilization of geothermal energy for power generation using fundamental scientific and engineering principles. Its practical emphasis is e

This text provides an introduction, at the level of an advanced student in engineering or physics, to the field of nanomechanics and nanomechanical devices. It provides a unified discussion of solid m

"This book provides empirical studies on theoretical issues and outcomes in regards to the integration of innovative technology into language teaching and learning, discussing empirical findings and i

Discover the subject of optimization in a new light with this modern and unique treatment. Includes a thorough exposition of applications and algorithms in sufficient detail for practical use, while providing you with all the necessary background in a self-contained manner. Features a deeper consideration of optimal control, global optimization, optimization under uncertainty, multiobjective optimization, mixed-integer programming and model predictive control. Presents a complete coverage of formulations and instances in modelling where optimization can be applied for quantitative decision-making. As a thorough grounding to the subject, covering everything from basic to advanced concepts and addressing real-life problems faced by modern industry, this is a perfect tool for advanced undergraduate and graduate courses in chemical and biochemical engineering.

This book is an up-to-date introduction to univariate spectral analysis at the graduate level, which reflects a new scientific awareness of spectral complexity, as well as the widespread use of spectral analysis on digital computers with considerable computational power. The text provides theoretical and computational guidance on the available techniques, emphasizing those that work in practice. Spectral analysis finds extensive application in the analysis of data arising in many of the physical sciences, ranging from electrical engineering and physics to geophysics and oceanography. A valuable feature of the text is that many examples are given showing the application of spectral analysis to real data sets. Special emphasis is placed on the multitaper technique, because of its practical success in handling spectra with intricate structure, and its power to handle data with or without spectral lines. The text contains a large number of exercises, together with an extensive bibliography

The field of Artificial Neural Networks is the fastest growing field in Information Technology and specifically, in Artificial Intelligence and Machine Learning.This must-have compendium presents the

This volume deals with topics such as mechanism and machine design, biomechanics and medical engineering, gears, mechanical transmissions, mechatronics, computational and experimental methods, dynamic

For readers who know Java and have written at least a few programs in it, and are particularly familiar with anonymous inner classes, software consultant Holub explains programming in an object-orient

This book not only discusses the important topics in the area of machine learning and combinatorial optimization, it also combines them into one. This was decisive for choosing the material to be incl

New technologies in engineering, physics and biomedicine are demanding increasingly complex methods of digital signal processing. By presenting the latest research work the authors demonstrate how rea

"This book focuses on the use of visualization technologies to assist in the process of better comprehending scientific concepts, data, and applications by highlighting the utilization of visual power

Over the last twenty years we have witnessed a revolution in ground stabilization in both underground and above-ground applications, thanks largely to the widespread adoption of shotcrete as a medium

Master alternative Big Data technologies that can do what Hadoop can't: real-time analytics and iterative machine learning. When most technical professionals think of Big Data analytics today, th

Available packaged with the text at a substantial discount, takes in statistical data, analyzes it, and organize it to get results. Features in Minitab include: a graph editor with easy-to-use drawing

Engineering Interventions in Agricultural Processing presents recent advanced research on biological engineering, bioprocessing technologies, and their applications in agricultural food processing, an

Soil anchors are primarily designed and constructed to resist outwardly-directed loads imposed on the foundation of a structure. Focusing on their practical applications, this book describes and compa

Learning to perform complex action strategies is an important problem in the fields of artificial intelligence, robotics and machine learning. Presenting interesting, new experimental results, "Learni

"This book explores how big data technologies can address the operational challenges in the railway industry. It assists academics working in the big data domain to gain an understanding of the proble

As Apollo 11's Lunar Module descended toward the moon under automatic control, aprogram alarm in the guidance computer's software nearly caused a mission abort. Neil Armstrongresponded by switching of

This book is designed to cover all of the mathematical topics required in the typical engineering curriculum. Hundreds of examples with worked out solutions provide a self-study format for both engine

This book summarizes the technical details of recent advances and applications of topology optimization in engineering structures design, with particular interest in aircraft and aerospace structural