| Machine Learning Approaches for Disease State Classification Contributor(s): Wang Peng (Author), Deshpande Gopi (Author), Wilamowski Bogdan (Author) |
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ISBN: 3659437433 ISBN-13: 9783659437434 Publisher: LAP Lambert Academic Publishing OUR PRICE: $40.94 Product Type: Paperback Published: August 2013 |
| Additional Information |
| BISAC Categories: - Computers |
| Physical Information: 0.14" H x 6" W x 9" (0.22 lbs) 60 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: Who is not fascinated by various images which show the brain functionality patterns? Aren't you amazed and somewhat dumbfounded when our brains can be read through an MRI machine? As the backbone of data mining, artificial intelligence has gradually received more recognition in academic world. Although specifically analyzing neuro-imaging data utilizing Artificial Neural Networks and Support Vector Machines, Peng's research has generally demonstrated the ability to achieve higher classification accuracy does not necessitate longer training time. With more intelligent algorithms and more efficient architectures, pattern recognition and classification can be performed more quickly and more accurately and will greatly benefit brain analysts. |