Download pdf Machine Intelligence and Signal Processing 2016

Download pdf Machine Intelligence and Signal Processing 2016

Machine Intelligence and Signal Processing 2016 by Richa Singh
Machine Intelligence and Signal Processing 2016
---------------------------------------------------------------
Author: Richa Singh
Number of Pages: 163 pages
Published Date: 02 Nov 2015
Publisher: Springer, India, Private Ltd
Publication Country: New Delhi, India
Language: English
ISBN: 9788132226246
File size: 23 Mb
Download Link: machine intelligence and signal processing 2016
---------------------------------------------------------------


This book comprises chapters on key problems in machine learning and signal processing arenas. The contents of the book are a result of a 2014 Workshop on Machine Intelligence and Signal Processing held at the Indraprastha Institute of Information Technology. Traditionally, signal processing and machine learning were considered to be separate areas of research. However in recent times the two communities are getting closer. In a very abstract fashion, signal processing is the study of operator design. The contributions of signal processing had been to device operators for restoration, compression, etc. Applied Mathematicians were more interested in operator analysis. Nowadays signal processing research is gravitating towards operator learning - instead of designing operators based on heuristics (for example wavelets), the trend is to learn these operators (for example dictionary learning). And thus, the gap between signal processing and machine learning is fast converging. The 2014 Workshop on Machine Intelligence and Signal Processing was one of the few unique events that are focused on the convergence of the two fields. The book is comprised of chapters based on the top presentations at the workshop. This book has three chapters on various topics of biometrics - two are on face detection and one on iris recognition; all from top researchers in their field. There are four chapters on different biomedical signal / image processing problems. Two of these are on retinal vessel classification and extraction; one on biomedical signal acquisition and the fourth one on region detection. There are three chapters on data analysis - a topic gaining immense popularity in industry and academia. One of these shows a novel use of compressed sensing in missing sales data interpolation. Another chapter is on spam detection and the third one is on simple one-shot movie rating prediction. Four other chapters cover various cutting edge miscellaneous topics on character recognition, software effort prediction, speech recognition and non-linear sparse recovery. The contents of this book will prove useful to researchers, professionals and students in the domains of machine learning and signal processing.

Read online Machine Intelligence and Signal Processing 2016 Buy and read online Machine Intelligence and Signal Processing 2016 Download and read Machine Intelligence and Signal Processing 2016 ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook Machine Intelligence and Signal Processing 2016 ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent

Links:

tetris battle arena password 2013 movies
patchy mystic tan locations
Climb Your Stairway to Heaven : The 9 Habits of Maximum Happiness
minecraft keygen no survey macaroni
Expose 10 : The Finest Digital Art in the Known Universe download torrent
emergency 2012 keygen crack
hitman pro product key crack
fashionista game full version keygens and cracks