Pattern Recognition in Practice IV Multiple Paradigms, Comparative Studies and Hybrid Systems

Content: 
Machine Intelligence and Pattem RecognitionPage ii
Front MatterPage iii
Copyright pagePage iv
PrefacePages v-viiiEdzard S. Gelsema, Laveen N. Kanal
AcknowledgementsPages ix-xEdzard S. Gelsema, Laveen N. Kanal
Patterns in the role of knowledge representationPages 3-12T. Vámos
Application of evidence theory to k-NN pattern classificationPages 13-24Thierry Denœux
Decision trees and domain knowledge in pattern recognitionPages 25-36D.T. Morris, D. Kalles
Object recognition using hidden Markov modelsPages 37-44J. Hornegger, H. Niemann, D. Paulus, G. Schlottke
Inference of syntax for point setsPages 45-58Michael D. Alder
Recognising cubes in imagesPages 59-73Robert A. McLaughlin, Michael D. Alder
Syntactic pattern classification of moving objects in a domestic environmentPages 75-89Gek Lim, Michael D. Alder, Christopher J.S. deSilva
Initializing the EM algorithm for use in Gaussian mixture modellingPages 91-105Patricia McKenzie, Michael Alder
Predicting REM in sleep EEG using a structural approachPages 107-117Ana L.N. Fred, Agostinho C. Rosa, José M.N. Leitão
Discussions Part IPages 119-126
On the problem of restoring original structure of signals (images) corrupted by noisePages 129-140Victor L. Brailovsky, Yulia Kempner
Reflectance ratios: An extension of Land's retinex theoryPages 141-152Shree K. Nayar, Ruud M. Bolle
A segmentation algorithm based on AI techniques*Pages 153-164C. Di Ruberto, N. Di Ruocco, S. Vitulano
Graph matching by discrete relaxationPages 165-176Richard Wilson, Edwin R Hancock
Inexact matching using neural networksPages 177-184Jiansheng FENG, Michel LAUMY, Michel DHOME
Matching of Curvilinear Structures: Application to the Identification of Cortical Sulci on 3D magnetic resonance brain imagePages 185-195S Legoupil, H Fawal, M Desvignes, P Allain, M Revenu, D Bloyet, J M Travere
Knowledge Based Image Analysis of Agricultural Fields in Remotely Sensed ImagesPages 197-211Nanno J. Mulder, Fang Luo
A texture classification experiment for SAR radar imagesPages 213-224A. Murni, N. Darwis, M. Mastur, D. Hardianto
Discussions Part IIPages 225-230
Spatio/temporal causal modelsPages 233-240John F. Lemmer
Potentials of Bayesian decision networks for planning under uncertaintyPages 241-253Erica C. van de Stadt
Qualitative recognition using Bayesian reasoning*Pages 255-266Jianming Liang, Henrik I Christensen, Finn V. Jensen
Learning characteristic rules in a target languagePages 267-278Raj Bhatnagar
Discussions Part IIIPages 279-284
Why do multilayer perceptrons have favorable small sample properties?Pages 287-298àarūnas Raudys
Using Boltzmann Machines for probability estimation: A general framework for neural network learningPages 299-312Hilbert J. Kappen
Symbolic approximation of feedforward neural networks*Pages 313-324Ishwar K. Sethi, Jae H. Yoo
Analytical approaches to the neural net architecture design*Pages 325-335W J Christmas, J Kittler, M Petrou
An Alternative Feedforward Approach to Neural Classification ProblemsPages 337-345R. Tebbs, T. Windeatt
Contribution analysis of multi-layer perceptrons. Estimation of the input sources' importance for the classificationPages 347-358M. Egmont-Petersen, J.L. Talmon, E. Pelikan, F. Vogelsang
Neural networks – advantages and applicationsPages 359-365E. Oja
Relative effectiveness of neural networks for image noise suppressionPages 367-378D. Greenhill, E.R. Davies
Discussions Part IVPages 379-388
An experimental comparison of neural classifiers with ‘traditional’ classifiersPages 391-402W.F. Schmidt, D.F. Levelt, R.P.W. Duin
Comparative study of techniques for large-scale feature selection*Pages 403-413F.J. Ferri, P. Pudil, M. Hatef, J. Kittler
Neural nets and classification trees: A comparison in the domain of ECG analysisPages 415-423Jan L. Talmon, Willem R.M. Dassen, Vincent Karthaus
An empirical study of the performance of heuristic methods for clusteringPages 425-436Subhada K. Mishra, Vijay V. Raghavan
A comparative study of different classifiers for handprinted character recognitionPages 437-448K.M. Mohiuddin, Jianchang Mao
A Comparison of the Randomised Hough Transform and a Genetic Algorithm for Ellipse ExtractionPages 449-460S. Procter, J. Illingworth
Discussions Part VPages 461-470
Relative feature importance: A classifier-independent approach to feature selectionPages 473-487Hilary J. Holz, Murray H. Loew
An intelligent planner for multisensory robot visionPages 489-500X.Y. Jiang, H. Bunke
Hybrid knowledge bases for real-time robotic reasoning1Pages 501-512John Horst, Ernest Kent, Hassan Rifky, V.S. Subrahmanian
Hybrid systems for constraint-based spatial reasoningPages 513-524Jo Ann Parikh
Detecting novel fault conditions with hidden Markov models and neural networksPages 525-536Padhraic Smyth
A handwriting recognition system based on multiple AI techniquesPages 537-550P.E. Bramall, C.A. Higgins
A hybrid system to detect hand orientation in stereo imagesPages 551-562A. Drees, F. Kummert, E. Littmann, S. Posch, H. Ritter, G. Sagerer
Discussions Part VIPages 563-571
List of AuthorsPage 573
List of KeywordsPages 575-576