TH2.PA2: Tensor Decompositions: Theory and Applications in Biomedical Signal Processing
Thu, 29 Aug, 14:00 - 15:40 France Time (UTC +1)
Location: Poster Area 2
Session Type: Poster
Session Co-Chairs: Borbala Hunyadi, Delft University of Technology and Sofia-Eirini Kotti, Delft University of Technology
Track: Special Sessions

TH2.PA2.1: CONSTRAINED TENSOR DECOMPOSITION REVEALS LEVER ARMS SYNERGIES IN THE MUSCULOSKELETAL SYSTEM
Joris Claude, Raphaël Dumas, Univ Lyon, Univ Claude Bernard Lyon 1, Univ Gustaves Eifel, LBMC UMR T_9406, France; Jérémy Cohen, Univ Lyon, INSA-Lyon, Univ Claude Bernard Lyon 1, CNRS, Inserm, CREATIS UMR 5220, U1206, France

TH2.PA2.2: Novel Tensor-based Singular Spectrum Decomposition
Spriha Joshi, Philippe Dreesen, Pietro Bonizzi, Joël Karel, Ralf Peeters, Martijn Boussé, Maastricht University, Netherlands

TH2.PA2.3: EMERGENCE OF HIGHER-ORDER FUNCTIONAL BRAIN CONNECTIVITY WITH HYPERGRAPH SIGNAL PROCESSING
Breno Bispo, Federal University of Pernambuco, Brazil; Fernando Santos, University of Amsterdam, Netherlands; Jose de Oliveira Neto, Juliano Lima, Federal University of Pernambuco, Brazil

TH2.PA2.4: Higher-Order Singular Spectrum Analysis For Multichannel Biomedical Signal Analysis
Thanh LE, VNU University of Engineering and Technology, Hanoi, Viet Nam; Karim Abed-Meraim, University of Orleans, France; Linh Trung Nguyen, VNU University of Engineering and Technology, Hanoi, Viet Nam

TH2.PA2.5: Structured Robust Tensor Decomposition for Multilayer Community Detection: Application to Functional Connectivity Networks
Esraa Al-Sharoa, Jordan University of Science and Technology, Jordan; Mohammad Alwardat, Selin Aviyente, Michigan State University, United States

TH2.PA2.6: EXTRACTING HEMODYNAMIC ACTIVITY WITH LOW-RANK SPATIAL SIGNATURES IN FUNCTIONAL ULTRASOUND USING TENSOR DECOMPOSITIONS
Sofia-Eirini Kotti, Borbala Hunyadi, Delft University of Technology, Netherlands

TH2.PA2.7: A BÉZOUTIAN-BASED METHOD FOR SOLVING OVERDETERMINED SYSTEMS OF POLYNOMIAL EQUATIONS
Raphaël Widdershoven, Nico Vervliet, Lieven De Lathauwer, KU Leuven, Belgium

TH2.PA2.8: Coupled generator decomposition for fusion of electro- and magnetoencephalography data
Anders Stevnhoved Olsen, Technical University of Denmark, Denmark; Jesper Duemose Nielsen, DTU Compute, Technical University of Denmark, Denmark; Morten Mørup, Technical University of Denmark, Denmark

TH2.PA2.9: Assessing Pediatric Cognitive Development via Multisensory Brain Imaging Analysis
Irina Belyaeva, University of Maryland, Baltimore County, United States; Yu-Ping Wang, Department of Biomedical Engineering, United States; Tony Wilson, Boys Town National Research Hospital, United States; Vince Calhoun, Department of Electrical Engineering, United States; Julia Stephen, Tulay Adali, Lovelace Biomedical Research Institute, United States