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2. Elements of Computational Learning Theory

Catalog

Books, media, physical & digital resources

3. Compressed Sensing and Dictionary Learning

4. Support Vector Machines

5. Neural Network Circuits and Parallel Implementations

6. Vehicle Logo Recognition Using SIFT Representation and SVM

8. Neural Network Implementations for PCA and Its Extensions

9. Using Radial Basis Function Networks for Function Approximation and Classification

10. An Adaptive Multiuser Detection Algorithm for CDMA Systems Using Antenna Diversity

11. A Class of Adaptive Cyclostationary Beamforming Algorithms

12. Tabu Search and Scatter Search

13. Search Based on Human Behaviors

14. Topics in Evolutinary Algorithms

15. Estimation of Distribution Algorithms

16. Ant Colony Optimization

17. Dynamic, Multimodal, and Constrained Optimizations

18. Neural methods for antenna array signal processing: a review

19. A machine learning approach to urban traffic state detection

20. Wirtinger calculus

21. Pattern Recognition for Biometrics and Bioinformatics

22. Recurrent Neural Networks

23. Independent Component Analysis

24. Associative Memory Networks

25. Other Kernel Methods

26. Nonnegative Matrix Factorization

27. Fundamentals of Machine Learning

28. Clustering I: Basic Clustering Models and Algorithms

29. Probabilistic and Bayesian Networks

30. Multilayer Perceptrons: Architecture and Error Backpropagation

31. Clustering II: Topics in Clustering

32. Combining Multiple Learners: Data Fusion and Emsemble Learning

33. Hopfield Networks, Simulated Annealing, and Chaotic Neural Networks

34. Radial Basis Function Networks

35. A Pedestrian Detection and Tracking System Based on Video Processing Technology

36. A randomized circle detection method with application to detection of circular traffic signs

37. A video-based traffic violation detection system

38. An ROIs based pedestrian detection system for single images

39. A novel algorithm for license plate location based on the RGB features and the texture features

40. An improved sampling strategy for randomized hough transform based line detection

41. Storage Capacity of the Hopfield Network Associative Memory

42. Recurrent Neural Networks: Associative Memory and Optimization

43. Diversity

44. Multiple antennas: smart antenna systems

45. Source coding II: image and video coding

46. Preface

47. Cognitive radios

48. Channel estimation and equalization

49. Channel and propagation

50. An overview of wireless communications