Technical Program

MLSP-P18: Machine Learning Applications II

Session Type: Poster
Time: Friday, May 17, 16:00 - 18:00
Location: Poster Area G, East Landing, First Floor
Session Chair: Raviv Raich, Oregon State University
 
MLSP-P18.1: HYBRID DEEP NEURAL NETWORK MODEL FOR REMAINING USEFUL LIFE ESTIMATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Ali Al-Dulaimi; Concordia University
         Soheil Zabihi; Concordia University
         Amir Asif; Concordia University
         Arash Mohammadi; Concordia University
 
MLSP-P18.2: LEARNING STOCHASTIC REPRESENTATIONS OF GEOPHYSICAL DYNAMICS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Said Ouala; IMT-Atlantique
         Ronan Fablet; IMT-Atlantique
         C├ędric Herzet; IMT Atlantique / INRIA Bretagne-Atlantique
         Bertrand Chapron; IFREMER
         Ananda Pascual; IMEDEA
         Fabrice Collard; ODL
         Lucile Gaultier; ODL
 
MLSP-P18.3: DEEP LEARNING FOR VERTEX RECONSTRUCTION OF NEUTRINO-NUCLEUS INTERACTION EVENTS WITH COMBINED ENERGY AND TIME DATA
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Linghao Song; Duke University
         Fan Chen; Duke University
         Steven Young; Oak Ridge National Laboratory
         Catherine Schuman; Oak Ridge National Laboratory
         Gabriel Perdue; Fermi National Accelerator Laboratory
         Thomas Potok; Oak Ridge National Laboratory
 
MLSP-P18.4: DEEP SYNTHESIZER PARAMETER ESTIMATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Oren Barkan; Tel-Aviv Univeristy
         David Tsiris; Tel-Aviv Univeristy
 
MLSP-P18.5: TIME SERIES PREDICTION FOR KERNEL-BASED ADAPTIVE FILTERS USING VARIABLE BANDWIDTH, ADAPTIVE LEARNING-RATE, AND DIMENSIONALITY REDUCTION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Sergio Garcia-Vega; Universidad Nacional de Colombia
         Eder A. Leon-Gomez; Universidad Nacional de Colombia
         German Castellanos-Dominguez; Universidad Nacional de Colombia
 
MLSP-P18.6: ROBUST COMMON SPATIAL PATTERNS ESTIMATION USING DYNAMIC TIME WARPING TO IMPROVE BCI SYSTEMS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Ahmed M.Azab; University of Sheffield
         Lyudmila Mihaylova; University of Sheffield
         Hamed Ahmadi; univversity of Essex
         Mahnaz Arvaneh; University of Sheffield
 
MLSP-P18.7: NATIVE LANGUAGE AND STIMULI SIGNAL PREDICTION FROM EEG
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Madhumitha Sakthi; The University of Texas at Austin
         Ahmed Tewfik; The University of Texas at Austin
         Bharath Chandrasekaran; University of Pittsburgh
 
MLSP-P18.8: PERFORMANCE ADVANTAGES OF DEEP NEURAL NETWORKS FOR ANGLE OF ARRIVAL ESTIMATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Oded Bialer; General Motors
         Noa Garnett; General Motors
         Tom Tirer; General Motors
 
MLSP-P18.9: DEEP QUANTIZATION FOR MIMO CHANNEL ESTIMATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Matan Shohat; Technion
         Georgee Tsintsadze; Technion
         Nir Shlezinger; Weizmann Institute
         Yonina C. Eldar; Weizmann Institute
 
MLSP-P18.10: EFFICIENT CONVOLUTIONAL NEURAL NETWORK WEIGHT COMPRESSION FOR SPACE DATA CLASSIFICATION ON MULTI-FPGA PLATFORMS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         George Pitsis; Foundation for Research and Technology-Hellas
         Grigorios Tsagkatakis; Foundation for Research and Technology-Hellas
         Christos Kozanitis; Foundation for Research and Technology-Hellas
         Ioannis Kalomoiris; Foundation for Research and Technology-Hellas
         Aggelos Ioannou; Foundation for Research and Technology-Hellas
         Apostolos Dollas; Foundation for Research and Technology-Hellas
         Manolis Katevenis; Foundation for Research and Technology-Hellas
         Panagiotis Tsakalides; Foundation for Research and Technology-Hellas
 
MLSP-P18.11: CRIME EVENT EMBEDDING WITH UNSUPERVISED FEATURE SELECTION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Shixiang Zhu; Georgia Institute of Technology
         Yao Xie; Georgia Institute of Technology