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 |
| Cédric 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 |