"Data Mining and Knowledge Discovery." . . "Maschinelles Lernen." . . "Machine learning." . . "Ingénierie." . . "COMPUTERS / Enterprise Applications / Business Intelligence Tools" . . . . "Ensemble Machine Learning: Methods and Applications" . . . . . . . . "Ensemble Machine Learning : Methods and Applications" . . . . . "Ensemble machine learning methods and applications" . "Ensemble machine learning methods and applications"@en . . "It is common wisdom that gathering a variety of views and inputs improves the process of decision making, and, indeed, underpins a democratic society. Dubbed âensemble learningâ|#x009D; by researchers in computational intelligence and machine learning, it is known to improve a decision systemâs robustness and accuracy. Now, fresh developments are allowing researchers to unleash the power of ensemble learning in an increasing range of real-world applications. Ensemble learning algorithms such as âboostingâ|#x009D; and ârandom forestâ|#x009D; facilitate solutions to key computational issues such as face recognition and are now being applied in areas as diverse as object tracking and bioinformatics. Responding to a shortage of literature dedicated to the topic, this volume offers comprehensive coverage of state-of-the-art ensemble learning techniques, including the random forest skeleton tracking algorithm in the Xbox Kinect sensor, which bypasses the need for game controllers. At once a solid theoretical study and a practical guide, the volume is a windfall for researchers and practitioners alike." . . . . . . . "Ressources Internet" . . . . . "Ensemble Machine Learning"@en . . . "Ensemble Machine Learning Methods and Applications" . "Ensemble Machine Learning Methods and Applications"@en . . . . . "Ensemble machine learning : methods and applications"@en . "Ensemble machine learning : methods and applications" . . . . . "Electronic books"@en . "Electronic books" . . . . . "Cha Zhang" . . "Computational Intelligence." . . "COMPUTERS / Intelligence (AI) & Semantics" . . "Computer Science, general." . . "Exploration de données (Informatique)" . . . . "Informatique." . .