Artificial Neural Networks and Statistical Pattern Recognition is popular PDF and ePub book, written by I.K. Sethi in 2014-06-28, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Artificial Neural Networks and Statistical Pattern Recognition can be Read Online from any device for your convenience.
Artificial Neural Networks and Statistical Pattern Recognition Book PDF Summary
With the growing complexity of pattern recognition related problems being solved using Artificial Neural Networks, many ANN researchers are grappling with design issues such as the size of the network, the number of training patterns, and performance assessment and bounds. These researchers are continually rediscovering that many learning procedures lack the scaling property; the procedures simply fail, or yield unsatisfactory results when applied to problems of bigger size. Phenomena like these are very familiar to researchers in statistical pattern recognition (SPR), where the curse of dimensionality is a well-known dilemma. Issues related to the training and test sample sizes, feature space dimensionality, and the discriminatory power of different classifier types have all been extensively studied in the SPR literature. It appears however that many ANN researchers looking at pattern recognition problems are not aware of the ties between their field and SPR, and are therefore unable to successfully exploit work that has already been done in SPR. Similarly, many pattern recognition and computer vision researchers do not realize the potential of the ANN approach to solve problems such as feature extraction, segmentation, and object recognition. The present volume is designed as a contribution to the greater interaction between the ANN and SPR research communities.
Detail Book of Artificial Neural Networks and Statistical Pattern Recognition PDF
- Author : I.K. Sethi
- Release : 28 June 2014
- Publisher : Elsevier
- ISBN : 9781483297873
- Genre : Computers
- Total Page : 286 pages
- Language : English
- PDF File Size : 10,9 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Artificial Neural Networks and Statistical Pattern Recognition by I.K. Sethi, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.