Non-negative Tensor Decompositions. Morten Mørup Informatics and Mathematical Modeling Intelligent Signal Processing Technical University of Denmark. Sæby, May 22-2006. Parts of the work done in collaboration with. Sidse M. Arnfred, Dr. Med. PhD Cognitive Research Unit

By2. The PARAFAC model. Quimiometria Teórica e Aplicada Instituto de Química - UNICAMP. Example: fluorescence data (1). Each fluorescence spectrum is a matrix of emission vs excitation wavelengths: X i (201 61). emission spectrum of pure tryptophan.

By# 669 M-AM. Parallel Factor Analysis as an exploratory tool for wavelet transformed event related EEG Morten Mørup 1 , Lars Kai Hansen 1 , Sidse M. Arnfred 2 1) Informatics and Mathematical Modeling, Technical University of Denmark e-mail: mm@imm.dtu.dk

ByExtensions of Non-negative Matrix Factorization to Higher Order data. Morten Mørup Informatics and Mathematical Modeling Intelligent Signal Processing Technical University of Denmark. Sæby, May 22-2006. Parts of the work done in collaboration with. Sidse M. Arnfred, Dr. Med. PhD

ByPARAFAC equation / 1. PARAFAC is an N -linear model for an N -way array For an array X , it is defined as denotes the array elements are the model parameters F is the number of fitted components denotes the residuals

ByView Parafac PowerPoint (PPT) presentations online in SlideServe. SlideServe has a very huge collection of Parafac PowerPoint presentations. You can view or download Parafac presentations for your school assignment or business presentation. Browse for the presentations on every topic that you want.

PARAFAC and Fluorescence. Åsmund Rinnan Royal Veterinary and Agricultural University. Intro Fluorescence PARAFAC Fluor + PARAFAC Papers Challenges SOP MV Summary. Intro – Fluorescence. Intro Fluorescence PARAFAC Fluor + PARAFAC Papers Challenges SOP MV

PARAFAC equation / 1. PARAFAC is an N -linear model for an N -way array For an array X , it is defined as denotes the array elements are the model parameters F is the number of fitted components denotes the residuals

2. The PARAFAC model. Quimiometria Teórica e Aplicada Instituto de Química - UNICAMP. Example: fluorescence data (1). Each fluorescence spectrum is a matrix of emission vs excitation wavelengths: X i (201 61). emission spectrum of pure tryptophan.

2. Part I. Background. WHY is the factor analysis of tongue shape meaningful? Speech Motor System. 3. Part I. Background (cont. Why?). . 2. Representing Vowel. Anatomical View Basic Vowel Diagram. Frequency Domain. 4. Part I. Background. X-ray images. HOW to analysis the vowels in the context of anatomy? .

PARAFAC Analysis of 3-D Tongue Shape. Yanli Zheng, Mark Hasegawa-Johnson ECE Department University of Illinois at Urbana-Champaign. Part I. Background. WHY is the factor analysis of tongue shape meaningful ? Speech Motor System. Anatomical View Basic Vowel Diagram.

Refitting PCA/MPCA and CLS/PARAFAC Models to Incomplete Data Records. Barry M. Wise. Outline. The partial refit problem Approaches PCA/MPCA CLS/PARAFAC Example Data Sets Comparison of results Conclusions. Why Partial Partial Refitting?.

Refitting PCA/MPCA and CLS/PARAFAC Models to Incomplete Data Records. Barry M. Wise. Outline. The partial refit problem Approaches PCA/MPCA CLS/PARAFAC Example Data Sets Comparison of results Conclusions. Why Partial Partial Refitting?.