An overview of the multidisciplinary field of data mining, this book focuses specifically on new methodologies and case studies. Included are case studies written by 44 leading scientists and talented young scholars from seven different countries. Topics covered include data mining based on rough sets, the impact of missing data, and mining free...
Get ready to pass the CISSP exam and earn your certification with this advanced test guide
Used alone or as an in-depth supplement to the bestselling The CISSP Prep Guide, this book provides you with an even more intensive preparation for the CISSP exam. With the help of more than 300 advanced questions and detailed answers,...
Cartesian Genetic Programming (CGP) is a highly effective and increasingly popular form of genetic programming. It represents programs in the form of directed graphs, and a particular characteristic is that it has a highly redundant genotype–phenotype mapping, in that genes can be noncoding. It has spawned a number of new...
Focuses on the role of the computer as a generative tool for music composition. Miranda introduces a number of computer music composition techniques ranging from probabilities, formal grammars and fractals, to genetic algorithms, cellular automata and neural computation. Anyone wishing to use the computer as a companion to create music will...
Practical and easy-to-read, this point-of-care reference provides a succinct,
clinical overview of eye anatomy, disease, and treatment. Unlike many ophthalmic
handbooks, OPHTHO NOTES classifies disease based upon etiology, rather than
presenting signs and symptoms. This classification helps to compartmentalize ...
Applied artificial intelligence researchers have been focusing on developing and
employing methods and systems to solve real-life problems in all areas including
engineering, science, industry, automation & robotics, business & finance,
cyberspace, and man–machine interactions. The 20th International...
This book comprehensively discusses our current understanding of the role and biological mechanisms of horizontal transfer of genetic elements in the environment, which has been important in the evolution of prokaryotes (archaea and bacteria).
Horizontal transfer of genetic elements generates variations of prokaryotes...
The field of soft computing is emerging from the cutting edge research over the last ten years devoted to fuzzy engineering and genetic algorithms. The subject is being called soft computing and computational intelligence. With acceptance of the research fundamentals in these important areas, the field is expanding into direct applications through...
The first edition of Fuzzy Logic with Engineering Applications (1995) was the first classroom text for undergraduates in the field. Now updated for the second time, this new edition features the latest advances in the field including material on expansion of the MLFE method using genetic algorithms, cognitive mapping, fuzzy agent-based...
At the beginning of the twentieth century, H. G. Wells predicted that statistical thinking would be as necessary for citizenship in a technological world as the ability to read and write. But in the twenty-first century, we are often overwhelmed by a baffling array of percentages and probabilities as we try to navigate in a world dominated...
The goal of computer vision research is to provide computers with humanlike perception capabilities so that they can sense the environment, understand the sensed data, take appropriate actions, and learn from this experience in order to enhance future performance. The field has evolved from the application of classical pattern...
Obesity represents the most common chronic illness of children and adolescents. Childhood obesity affects every age group from infancy to young adulthood and one quarter to one third of all pediatric patients. With the rapid onset of the obesity epidemic, pediatric health care professionals are struggling to meet the clinical and educational...
