ata Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets.

After an introductio...

Chemical Analysis for Forensic Evidence provides readers with the fundamental framework of forensic analytical chemistry, describing the entire process, from crime scene investigation to evidence sampling, laboratory analysis, quality aspects, and reporting and testifying in court. In doing so, important principles and aspects are demonstrated through the various forensic expertise areas in which analytical chemistry plays a key role, including illicit drugs, explosives, toxicology, fire debr...

Racism is not a simple matter of good people versus bad. In White Fragility, Robin DiAngelo explained how racism is a system into which all white people are socialized. She also made a provocative claim: that white progressives cause the most daily harm to people of colour. In Nice Racism, her follow-up work, she explains how they do so. Drawing on her background as a sociologist and over twenty-five years working as an antiracist educator, she moves the conversation forward.

Writing directly...

The Japanese Economy, 4th Edition is for anyone curious about economics, for it is impossible to appreciate economics without vivid examples of its application. This book is also for anyone broadly interested in Japan, for it is impossible to fully understand Japan without learning what basic economics has to say about it, which is much. To know Japan - or any country for that matter - is more than an ability to recite a litany of facts about its history, geography, institutions, and culture.

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A major study of the collapse of the Soviet Union—showing how Gorbachev’s misguided reforms led to its demise

Introducing Translation Studies remains the definitive guide to the theories and concepts that make up the field of translation studies. Providing an accessible and up-to-date overview, this is a practical, user-friendly textbook ideal for students and researchers on courses in Translation and Translation Studies.

Campus Sexual Violence: A State of Institutionalized Sexual Terrorism conceptualizes sexual violence on college campuses as a form of sexual terrorism, arguing that institutional compliance and inaction within the neoliberal university perpetuate a system of sexual terrorism.

The companion volume to 12 Rules for Life offers further guidance on the perilous path of modern life.

In 12 Rules for Life, clinical psychologist and celebrated professor at Harvard and the University of Toronto Dr. Jordan B. Peterson helped millions of readers impose order on the chaos of their lives. Now, in this bold sequel, Peterson delivers twelve more lifesaving principles for resisting the exhausting toll that our desire to order the world inevitably takes.

In a time when the human w...

Focusing on the client-therapist relationship at the core of counselling & psychotherapy practice, this book introduces a model effective across all therapeutic approaches. It provides a cross-modality framework for practice by engaging the trainee directly in the drama of the therapeutic encounter.

Brings together for the first time a dedicated collection of social marketing case studies and vignettes from around the world.