Nonlinear Modeling of Scattered Multivariate Data and Its Application to Shape Change
IEEE Transactions on Pattern Analysis and Machine Intelligence
Generalised Canonical Correlation Analysis
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Functional canonical analysis for square integrable stochastic processes
Journal of Multivariate Analysis
Translation-invariant mixture models for curve clustering
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Texture enhanced appearance models
Computer Vision and Image Understanding
Linear and nonlinear generative probabilistic class models for shape contours
Proceedings of the 24th international conference on Machine learning
Combining Functional Data Projections for Time Series Classification
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Support vector regression methods for functional data
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Monitoring nonlinear profiles using support vector machines
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Functional data analysis in shape analysis
Computational Statistics & Data Analysis
Estimating functional agent-based models: an application to bid shading in online markets format
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
On gestural variation and coarticulation effects in sound control
GW'09 Proceedings of the 8th international conference on Gesture in Embodied Communication and Human-Computer Interaction
Variable selection in high-dimensional varying-coefficient models with global optimality
The Journal of Machine Learning Research
Computer Methods and Programs in Biomedicine
Computational Statistics & Data Analysis
Estimating neural firing rates: an empirical bayes approach
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Proceedings of the 7th International Conference on Body Area Networks
EXLEngine: executable schema mappings for statistical data processing
Proceedings of the 16th International Conference on Extending Database Technology
Computational Statistics & Data Analysis
Functional data analysis with increasing number of projections
Journal of Multivariate Analysis
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Scientists often collect samples of curves and other functional observations, and develop models where parameters are also functions. This volume in the UseR! Series is aimed at a wide range of readers, and especially those who would like apply these techniques to their research problems. It complements Functional Data Analysis, Second Edition and Applied Functional Data Analysis: Methods and Case Studies by providing computer code in both the R and Matlab languages for a set of data analyses that showcase functional data analysis techniques. The authors make it easy to get up and running in new applications by adapting the code for the examples, and by being able to access the details of key functions within these pages. This book is accompanied by additional web-based support at http://www.functionaldata.org for applying existing functions and developing new ones in either language. The companion 'fda' package for R includes script files to reproduce nearly all the examples in the book including all but one of the 76 figures.