Pastāsti draugiem par šo preci:
Learning with Uncertainty Wang, Xizhao (Hebei University, Baoding, PR of China) 1. izdevums
Pasūtīts no attālās noliktavas
Mūsu klienti saka:
Pieejams arī kā:
Learning with Uncertainty
Wang, Xizhao (Hebei University, Baoding, PR of China)
Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: (1) Decision tree learning with uncertainty, (2) Clustering under uncertainty environment, (3) Active learning based on uncertainty criterion, and (4) Ensemble learning in a framework of uncertainty. The book starts with the introduction to uncertainty including randomness, roughness, fuzziness and non-specificity and then comprehensively discusses a number of key issues in learning with uncertainty, such as uncertainty representation in learning, the influence of uncertainty on the performance of learning system, the heuristic design with uncertainty, etc.
Most contents of the book are our research results in recent decades. The purpose of this book is to help the readers to understand the impact of uncertainty on learning processes. It comes with many examples to facilitate understanding. The book can be used as reference book or textbook for researcher fellows, senior undergraduates and postgraduates majored in computer science and technology, applied mathematics, automation, electrical engineering, etc.
239 pages, 75 black & white illustrations, 46 black & white tables
| Mediji | Grāmatas Hardcover Book (Grāmata ar cieto muguriņu un vāku) |
| Izlaists | 2016. gada 16. novembris |
| ISBN13 | 9781498724128 |
| Izdevēji | Taylor & Francis Inc |
| Lapas | 240 |
| Izmēri | 150 × 220 × 20 mm · 504 g |
| Valoda | Angļu |
Vairāk no tā paša izdevēja
Skatīt visus Wang, Xizhao (Hebei University, Baoding, PR of China) ( piem., Paperback Book un Hardcover Book )