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e-book
Machine learning techniques have the potential of alleviating the complexity of knowledge acquisition. This book presents today’s state and development tendencies of machine learning. It is a multi-author book. Taking into account the large amount of knowledge about machine learning and practice presented in the book, it is divided into three major parts: Introduction, Machine Learning Theory and Applications. Part I focuses on the introduction to machine learning. The author also attempts to promote a new design of thinking machines and development philosophy. Considering the growing complexity and serious difficulties of information processing in machine learning, in Part II of the book, the theoretical foundations of machine learning are considered, and they mainly include self-organizing maps (SOMs), clustering, artificial neural networks, nonlinear control, fuzzy system and knowledge-based system (KBS). Part III contains selected applications of various machine learning approaches, from flight delays, network intrusion, immune system, ship design to CT and RNA target prediction. The book will be of interest to industrial engineers and scientists as well as academics who wish to pursue machine learning. The book is intended for both graduate and postgraduate students in fields such as computer science, cybernetics, system sciences, engineering, statistics, and social sciences, and as a reference for software professionals and practitioners.
- Course related:
- COMP4432 Machine Learning
- Subjects:
- Computing
- Keywords:
- Machine learning
- Resource Type:
- e-book
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e-book
The purpose of this book is to provide an up-to-date and systematical introduction to the principles and algorithms of machine learning. The definition of learning is broad enough to include most tasks that we commonly call “learning” tasks, as we use the word in daily life. It is also broad enough to encompass computers that improve from experience in quite straightforward ways. The book will be of interest to industrial engineers and scientists as well as academics who wish to pursue machine learning. The book is intended for both graduate and postgraduate students in fields such as computer science, cybernetics, system sciences, engineering, statistics, and social sciences, and as a reference for software professionals and practitioners. The wide scope of the book provides a good introduction to many approaches of machine learning, and it is also the source of useful bibliographical information.
- Course related:
- COMP4432 Machine Learning
- Subjects:
- Computing
- Keywords:
- Machine learning
- Resource Type:
- e-book
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e-book
This book includes nine chapters that demonstrate the multi-disciplinary character of the air traffic control domain.
- Subjects:
- Aeronautical and Aviation Engineering
- Keywords:
- Air traffic control
- Resource Type:
- e-book
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e-book
The content of the book has been structured into four technical research sections with total of 18 chapters written by well recognized researchers worldwide. These sections are: 1. process and performance management and their measurement methods, 2. management of manufacturing processes with the aim to be quickly adaptable after real situation demands and their control, 3. quality management information and communication systems, their integration and risk management, 4. management processes of healthcare and water, construction and demolition waste problems and integration of environmental processes into management decisions.
- Subjects:
- Management and Industrial and Systems Engineering
- Keywords:
- Industrial management Workflow -- Management
- Resource Type:
- e-book
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e-book
International Finance Theory and Policy is built on Steve Suranovic's belief that to understand the international economy, students need to learn how economic models are applied to real world problems. It is true what they say, that ”economists do it with models.“ That's because economic models provide insights about the world that are simply not obtainable solely by discussion of the issues. International Finance Theory and Policy develops a unified model of the international macroeconomy. The text provides detailed descriptions of major macroeconomic variables, covers the interest rate parity and purchasing power parity theories of exchange rate determination, takes an exhaustive look at the pros and cons of trade imbalances and presents the well-known AA-DD model to explore the effects of fiscal and monetary policy under both fixed and flexible exchange rates. The models are developed, not by employing advanced mathematics, but rather by walking students through a detailed description of how a model's assumptions influence its conclusions. But more importantly, each model and theory is connected to real world policy issues. The Finance Text has the following unique features: o Begins with an historical overview of the international macroeconomy to provide context for the theory. o Concludes with a detailed discussion of the pros and cons of fixed and floating exchange rate systems. o Provides an extensive look at the issue of trade imbalances. Readers learn techniques to evaluate whether a country's trade deficit (or surplus) is dangerous, beneficial, or benign. o Explains how purchasing power parity is used to make cross country income comparisons. o Offers clear detailed explanations of the AA-DD model. o Applies the AA-DD model to understand the effects of monetary and fiscal policy on GDP, the exchange rate, and the trade balance. International Finance Theory and Policy by Steve Suranovic is intended for a one-semester course in International Finance. After March 2010, you can check out the entire book online or request a desk copy.
- Subjects:
- Finance
- Keywords:
- Foreign exchange International finance Textbooks
- Resource Type:
- e-book
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e-book
The Power of Selling is the perfect textbook to teach students about the proven process of selling. More important, it teaches students how to apply the tenets of selling to how to sell themselves and get the job they want, with the same process professional sales people learn (or brush up) on their own selling skills. What makes someone successful in sales? Are great sales people born or made? Is there one magic selling process, or does the process change based on the business‚ or the customer? How can the selling process really come alive for students in the classroom? How do students learn how to sell for life, not just for a course? The Power of Selling by Kim Richmond answers these questions and makes the principles of selling come alive. Kim looks at the topic of selling through a different lens, and provides inspiration and ideas. The Power of Selling provides an exciting and interactive experience for both professors and students through the use of 4 unique elements: 1. Content The content is based on the core selling tenets so instructors will find the familiar principles of selling. In addition, the impact of Sales 2.0 is addressed at every stage including how to use interactive tools such as Twitter, LinkedIn, Facebook, blogs, and wikis effectively. 2. Selling U: The last section of each chapter is called Selling U. It applies the concepts covered in the chapter to a student's job search. Selling U topics include how to think about yourself as a brand, how to create a powerful cover letter and resume, how to create your personal elevator pitch, how to use networking and informational interviews to get the word out about your brand, how to prepare and dress for an interview, and how to negotiate and accept the right job offer. What makes The Power of Selling different is that Selling U is integrated into every chapter, which makes this text the ultimate guide to selling yourself. 3. Video Resources:Videos are used throughout the book. Additional videos that are not included in the text are available for instructor use. Here are videos that are available: … Video Ride-alongs — One of the best ways to learn about sales is by going on ride-alongs. So every chapter starts with an exclusive feature called a Video Ride-along. These short videos feature seven different sales professionals — one that starts each chapter. Each one talks about how he or she applies one of the key concepts covered in the chapter in their job. These videos are designed to be ”virtual ride-alongs“ so the students can actually feel as though they are getting insights first hand from selling professionals. … Over 50 videos are included featuring the sales professionals who are highlighted in the Video Ride-alongs. About half of the videos are used in the textbook. The balance are available for instructor use. Several are included in Video Learning Segments (see below). These videos are excellent resources for use in the classroom, exercises, and assignments. … Video Learning Segments In addition to the traditional supplements of Instructor Manual, PowerPoints, and Test Bank, there are also Video Learning Segments. These are PowerPoint slides embedded with videos designed to supplement the course PowerPoints and focus on one concept, like an ethical dilemma, pre-call preparation, or effective presentations, how to use email effectively. Each segment includes slides, videos, discussion questions, or exercises. 4. The Power of Selling LinkedIn Group. This group was created on LinkedIn.com expressly as a resource for the faculty and students who use this textbook. The group includes sales professionals from across the country and from different industries. This is a great tool for faculty and students alike to network, participate in discussions, ask questions, and connect with ”real world“ selling professionals. Kim Richmond's The Power of Selling is a fresh, interactive, and applied textbook intended for all introductory and sales, selling and salesmanship courses. If you're ready to prepare your ”students of selling“ for all that lies ahead in their professional career—you're ready for this book. Check it out.
- Subjects:
- Marketing
- Keywords:
- Sales personnel Selling Textbooks Success in business
- Resource Type:
- e-book
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e-book
An introductory level single variable calculus book, covering standard topics in differential and integral calculus, and infinite series. Late transcendentals and multivariable versions are also available. This textbook has been used in classes at:Boise State University,Claremont McKenna College,University of Minnesota, University of Puget Sound, Western Connecticut State University, Whitman College.
- Subjects:
- Mathematics and Statistics
- Keywords:
- Calculus Textbooks
- Resource Type:
- e-book
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e-book
This is an introductory text intended for a one-year introductory course of the type typically taken by biology majors, or for AP Physics B. Algebra and trig are used, and there are optional calculus-based sections.
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e-book
This text was designed for use in the human osteology laboratory classroom. Bones are described to aid in identification of skeletonized remains in either an archaeological or forensic anthropology setting. Basic techniques for siding, aging, sexing, and stature estimation are described. Both images of bone and drawings are included which may be used for study purposes outside of the classroom. The text represents work that has been developed over more than 30 years by its various authors and is meant to present students with the basic analytical tools for the study of human osteology.
- Subjects:
- Anthropology
- Keywords:
- Skeleton Physical anthropology Textbooks Bones
- Resource Type:
- e-book
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e-book
The book "Introductory Business Statistics" by Thomas K. Tiemann explores the basic ideas behind statistics, such as populations, samples, the difference between data and information, and most importantly sampling distributions. The author covers topics including descriptive statistics and frequency distributions, normal and t-distributions, hypothesis testing, t-tests, f-tests, analysis of variance, non-parametric tests, and regression basics. Using real-world examples throughout the text, the author hopes to help students understand how statistics works, not just how to "get the right number."
- Subjects:
- Management and Mathematics and Statistics
- Keywords:
- Industrial management -- Statistical methods Commercial statistics Textbooks
- Resource Type:
- e-book
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