Pattern Recognition and Data Analysis With Applications 9789811915192

Category

Artificial intelligence

Store

Wordery

Brand

Springer nature singapore

Pattern Recognition and Data Analysis With Applications : Springer : 9789811915192 : 9811915199 : 02 Sep 2022 : This book covers latest advancements in the areas of machine learning, computer vision, pattern recognition, computational learning theory, big data analytics, network intelligence, signal processing and their applications in real world. The topics covered in machine learning involves feature extraction, variants of support vector machine (SVM), extreme learning machine (ELM), artificial neural network (ANN) and other areas in machine learning. The mathematical analysis of computer vision and pattern recognition involves the use of geometric techniques, scene understanding and modelling from video, 3D object recognition, localization and tracking, medical image analysis and so on. Computational learning theory involves different kinds of learning like incremental, online, reinforcement, manifold, multi-task, semi-supervised, etc. Further, it covers the real-time challenges in

179.99 GBP