"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
There are four major tasks for clustering: Making simplification for further data processing. In this case, the data is split into different groups which then are processed individually. In business,
This book explains the complete loop to effectively use self-tracking data for machine learning. While it focuses on self-tracking data, the techniques explained are also applicable to sensory data in
The abundance of data and the rise of new quantitative and statistical techniques have led to a promising area: data analytics. In education and learning, big data analytics is being used to enhance t
This brand new textbook by one of the leading engineering authors covers basic sheet-metal fabrication and welding engineering principles and applications in one volume - an unrivalled comprehensive c
Bringing together current research, analysis, and discussion of the role of corrective feedback in second language classroom teaching and learning, this volume bridges the gap between research and ped
Bringing together current research, analysis, and discussion of the role of corrective feedback in second language classroom teaching and learning, this volume bridges the gap between research and ped
This book constitutes the refereed post-conference proceedings of the International Conference on Machine Learning and Intelligent Communications, MLICOM 2016, held in Shanghai, China in August 2016.
Completely revised and updated, written to be understandable for students, and practical in its coverage, this new edition features a range of new engineering applications, such as control of unmanned
Engineering Interventions in Agricultural Processing presents recent advanced research on biological engineering, bioprocessing technologies, and their applications in agricultural food processing, an
This book explores, through eight chapters, how design thinking vocabulary can be interpreted and employed in educational contexts. The theoretical foundations of design thinking and design in educati
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
This book presents recent advances in optimization and control methods with applications to industrial engineering and construction management. It consists of 15 chapters authored by recognized expert
The fundamentals of methods in nuclear geophysics and their practical applications in engineering geology, hydrology, hydrogeology, agriculture and environmental science are discussed in this book. Th
With an emphasis on science, technology, engineering, and mathematics (STEM) training,Teacher Learning in the Digital Age examines exemplary models of online and blended teacher professional developme
This book is primarily intended for beginners who wants to learn various aspects of software engineering and building web applications using Java programming language. There are many good books availa
The phenomenon of electrochemical discharge is growing in importance in applications in synthetic chemistry, wastewater treatment, surface engineering, micro-precision machining, and most recently the
An essential overview on the development and applications of functional nanomaterials, nanodevices and nanosystems for a variety of fields in engineering and healthcare The first part provides the
The integrated and advanced science research topic Man-Machine-Environment system engineering (MMESE) was first established in China by Professor Shengzhao Long in 1981, with direct support from one o
Fracture mechanics has established itself as an important discipline of growing interest to those working to assess the safety, reliability and service life of engineering structures and materials. In
This book describes the latest developments in nonlinear methods and their application in fault diagnosis. It details advances in machine learning theory and contains numerous case studies with real-w
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
Now in its third edition, Foundations of Software Testing: ISTQB Certification is the essential guide to software testing and to the ISTQB Foundation qualification. Completely updated to comprehensi
This book provides a thorough introduction to the most important topics in data mining and machine learning. All the topics covered have undergone rapid development and this treatment offers a modern
This edited work focuses on recent advances in Reverse Engineering of macro, micro and nano components for medical, manufacturing and security applications. A general introduction and overview of reve
This book has been developed for a one-semester course usually attended by students in statistics, economics, business, engineering, and quantitative social sciences. A unique feature of this edition
To many science and engineering students, the task of writing may seem irrelevant to their future professional careers. At MIT, however, students discover that writing about their technical work is i
In the field of machine learning, semi-supervised learning (SSL) occupies the middle ground, between supervised learning (in which all training examples are labeled) and unsupervised learning (in whi
Like all previous MaxEnt Workshops, this meeting encompassed all aspects of probabilistic inference including foundations, computational methods, and applications. The topics represented included prob
This text is the first comprehensive presentation of reduction semantics in one volume; it also introduces the first reliable and easy-to-use tool set for such forms of semantics. Software engineers
Ravindran (industrial and manufacturing engineering, Pennsylvania State U.) has edited this guide of operations research applications for students and practitioners who may not be experts in software
Learning to perform complex action strategies is an important problem in the fields of artificial intelligence, robotics, and machine learning. Filled with interesting new experimental results, Learni
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
Ever wondered what the state of the art is in machine learning and data mining? Well, now you can find out. This book constitutes the refereed proceedings of the 5th International Conference on Machin
The evolution of the concept of mind in cognitive science over the past 25 years creates new ways to think about the interaction of people and computers. New ideas about embodiment, metaphor as a fun
In the field of machine learning, semi-supervised learning (SSL) occupies the middle ground, between supervised learning (in which all training examples are labeled) and unsupervised learning (in whi
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
Part of the Duxbury Classic series, Franklin A. Graybill's MATRICES WITH APPLICATIONS TO STATISTICS focuses primarily on matrices as they relate to areas of multivariate analysis and the linear model.
