Comparison of techniques for environmental sound recognition
Pattern Recognition Letters
A Spectral Color Analysis and Colorization Technique
IEEE Computer Graphics and Applications
A Neural Network-Based Novelty Detector for Image Sequence Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural Network Techniques for Proactive Password Checking
IEEE Transactions on Dependable and Secure Computing
Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis
The Journal of Machine Learning Research
An informed convergence accelerator for evolutionary multiobjective optimiser
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Overcoming registration uncertainty in image super-resolution: maximize or marginalize?
EURASIP Journal on Advances in Signal Processing
Pruning RBF networks with QLP decomposition
NN'07 Proceedings of the 8th Conference on 8th WSEAS International Conference on Neural Networks - Volume 8
NN'07 Proceedings of the 8th Conference on 8th WSEAS International Conference on Neural Networks - Volume 8
Using RBF reduced by QLP decomposition for probability density estimation
ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6
Highlight analysis using a mixture model of probabilistic PCA
ISPRA'05 Proceedings of the 4th WSEAS International Conference on Signal Processing, Robotics and Automation
Type-2 fuzzy Gaussian mixture models
Pattern Recognition
Computer Methods and Programs in Biomedicine
Automatic Dialect Identification: A Study of British English
Speaker Classification II
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Speech/Music Discrimination Based on Discrete Wavelet Transform
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
Feature Selection for Value Function Approximation Using Bayesian Model Selection
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
IEEE Transactions on Neural Networks
Proceedings of the 2009 conference on Computational Intelligence and Bioengineering: Essays in Memory of Antonina Starita
Particle Swarm Optimization Based Object Tracking
Fundamenta Informaticae - Swarm Intelligence
Fuzzy relational neural network
International Journal of Approximate Reasoning
Novelty detection in large-vehicle turbocharger operation
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Recursive Bayesian recurrent neural networks for time-series modeling
IEEE Transactions on Neural Networks
Neural networks for exudate detection in retinal images
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Modeling uncertain speech sequences using type-2 fuzzy hidden Markov models
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Information Sciences: an International Journal
An intelligent system to detect Crohn's disease inflammation in wireless capsule endoscopy videos
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Variational inference for Student-t MLP models
Neurocomputing
Correcting errors in optical data transmission using neural networks
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Comparison of neural classifiers for vehicles gear estimation
Applied Soft Computing
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Rapid classification of specular and diffuse reflection from image velocities
Pattern Recognition
Model selection with PLANN-CR-ARD
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Fuzzy relational neural network for data analysis
WILF'03 Proceedings of the 5th international conference on Fuzzy Logic and Applications
Learning shape for jet engine novelty detection
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Application of an intuitive novelty metric for jet engine condition monitoring
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Pareto-optimal noise and approximation properties of RBF networks
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Classifier variability: Accounting for training and testing
Pattern Recognition
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Particle Swarm Optimization Based Object Tracking
Fundamenta Informaticae - Swarm Intelligence
Neural architectures for global solar irradiation and air temperature prediction
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Bayesian variable selection in neural networks for short-term meteorological prediction
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Execution time prediction for grid infrastructures based on runtime provenance data
WORKS '13 Proceedings of the 8th Workshop on Workflows in Support of Large-Scale Science
Algorithm runtime prediction: Methods & evaluation
Artificial Intelligence
Hi-index | 0.00 |
This volume provides students, researchers, and application developers with the knowledge and tools to get the most out of using neural networks and related data modelling techniques to solve pattern recognition problems. Each chapter covers a group of related pattern recognition techniques and includes a range of examples to show how these techniques can be applied to solve practical problems.