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Interdisciplinary Researches in Economics and Administration Sciences: Concepts, Researches and Applications, Livre de Lyon
Recent Advances in Economics and Administration Sciences Concepts, Researches and Applications
Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced.This 2nd Edition is dedicated entirely to the field of decision trees in data mining; to cover all aspects of this important technique, as well as improved or new methods and techniques developed after the publication of our first edition. In this new edition, all chapters have been revised and new topics brought in. New topics include Cost-Sensitive Active Learning, Learning with Uncertain and Imbalanced Data, Using Decision Trees beyond Classification Tasks, Privacy Preserving Decision Tree Learning, Lessons Learned from Comparative Studies, and Learning Decision Trees for Big Data. A walk-through guide to existing open-source data mining software is also included in this edition.This book invites readers to explore the many benefits in data mining that decision trees offer:
From the Steppes of Anatolia… To the World of Global Law The first phase of my autobiography entitled “From the Steppes of Anatolia… To the World of Global Law” is a journey to my soul, written as an intimate conversation between friends. I explain the limitations I faced as a small boy weeding and herding donkeys and goats under the burning sun of the Moorland, and the struggle to turn my dreams into reality. I am very principled and hold strong values and I transformed my life through hard work. I share my story to hopefully serve as an example and inspiration to others. “From the Steppes of Anatolia to the World of Global Law” uses literary flare as it relates a true story, on...
Victor Nunez writes and directs this noirish, Florida-set drama. Timothy Olyphant stars as Sonny Mann, an ex-con who is released early from a three-year prison sentence and returns to his home town in the hope of turning over a new leaf and putting the past firmly behind him. There he makes contact with his former best friend Dave (Josh Brolin), who is now a police officer married to Sonny's old flame Ann (Sarah Wynter). However, despite his resolution to lead a quiet life, Sonny soon finds himself in trouble once again as both his criminal past and his unresolved feelings for Ann catch up with him.
This volume is dedicated to the memory of Professor Ashley Morris who passed away some two years ago. Ashley was a close friend of all of us, the editors of this volume, and was also a Ph.D. student of one of us. We all had a chance to not only fully appreciate, and be inspired by his contributions, which have had a considerable impact on the entire research community. Due to our personal relations with Ashley, we also had an opportunity to get familiar with his deep thinking about the areas of his expertise and interests. Ashley has been involved since the very beginning of his professional career in database research and practice. Notably, he introduced first some novel solution in databas...