Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each concept is explored thoroughly and supported with numerous examples. The text requires only a modest background in mathematics.

Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

Nobel laureate Richard H. Thaler has spent his career studying the radical notion that the central agents in the economy are humans-predictable, error-prone individuals. Misbehaving is his arresting, frequently hilarious account of the struggle to bring an academic discipline back down to earth-and change the way we think about economics, ourselves, and our world.

Traditional economics assumes rational actors. Early in his research, Thaler realized these Spock-like automatons were nothing lik...

A Short History of European Law brings to life 2,500 years of legal history, tying current norms to the circumstances of their conception. Tamar Herzog describes how successive legal systems built upon one another, from ancient times through the European Union. Roman law formed the backbone of each configuration, though the way it was used and reshaped varied dramatically from one century and place to the next.

Only by considering Continental civil law and English common law together do we se...

English for Specific Purposes offers the teacher a new perspective on this important field. The main concern is effective learning and how this can best be achieved in ESP courses. The authors discuss the evolution of ESP and its position today; the role of the ESP teacher; course design; syllabuses; materials; teaching methods, and evaluation procedures.

It will be of interest to all teachers who are concerned with ESP. Those who are new to the field will find it a thorough, practical introd...

This definitive, bestselling text in the field of change management provides comprehensive guidance of everything needed to successfully navigate times of change. Making Sense of Change Management provides a thorough and accessible overview for students and practitioners alike. Without relying on assumed knowledge, it comprehensively covers the theories and models of change management and connects them to workable approaches and techniques that organizations of all types and sizes can use to ...

A beyond-cool look at the world of high-end audio design for passionate collectors, obsessive audiophiles, and design fans

A clever, charmingly quirky portrayal of painter Jackson Pollock – and the first in a series of picture-book biographies of contemporary artists

Database System Concepts by Silberschatz, Korth and Sudarshan is now in its 7th edition and is one of the cornerstone texts of database education. It presents the fundamental concepts of database management in an intuitive manner geared toward allowing students to begin working with databases as quickly as possible. The text is designed for a first course in databases at the junior/senior undergraduate level or the first year graduate level.

It also contains additional material that can be us...

Accounting for Decision Making and Control provides students and managers with an understanding appreciation of the strengths and limitations of an organizations accounting system, thereby allowing them to be more intelligent users of these systems. Zimmerman provides students with a framework for understanding accounting systems and a basis for analyzing proposed changes to these systems. Consistent with prior editions, the goal of the new 10th edition of Zimmerman strives to demonstrate to ...

Invitation to Oceanography, Eighth Edition introduces students to the key concepts from geology, chemistry, physics, and biology as it relates to ocean environments and processes. This comprehensive text helps students learn how scientists interpret data, taking raw knowledge and transforming it into real understanding. As concepts are explained and described with words and numbers, students can apply their learning using questions at the end of each chapter, including the Review of Basic Con...