AFFECTIVE STATE RECOGNITION BASED ON EYE GAZE ANALYSIS USING TWO–STREAM CONVOLUTIONAL NETWORKS (English)
- New search for: Chrysouli, Christina
- New search for: Vretos, Nicholas
- New search for: Daras, Petros
- New search for: Chrysouli, Christina
- New search for: Vretos, Nicholas
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In:
2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)
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1-6
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2018
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ISBN:
- Conference paper / Electronic Resource
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Title:AFFECTIVE STATE RECOGNITION BASED ON EYE GAZE ANALYSIS USING TWO–STREAM CONVOLUTIONAL NETWORKS
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Contributors:
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Publisher:
- New search for: IEEE
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Publication date:2018-09-01
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Size:552148 byte
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ISBN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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UNCERTAINTY BOUNDS FOR KERNEL-BASED REGRESSION: A BAYESIAN SPS APPROACHCare, Algo / Pillonetto, Gianluigi / Campi, Marco C. et al. | 2018
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CORRECTING BOUNDARY OVER-EXPLORATION DEFICIENCIES IN BAYESIAN OPTIMIZATION WITH VIRTUAL DERIVATIVE SIGN OBSERVATIONSSiivola, Eero / Vehtari, Aki / Vanhatalo, Jarno / Gonzalez, Javier / Andersen, Michael Riis et al. | 2018
- 1
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OPTIMAL CLASSIFIER MODEL STATUS SELECTION USING BAYES BOUNDARY UNCERTAINTYHa, David / Delattre, Emilie / Tomotoshi, Yuya / Senda, Masahiro / Watanabe, Hideyuki / Katagiri, Shigeru / Ohsaki, Miho et al. | 2018
- 1
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Using Metaheuristics for Hyper-Parameter Optimization of Convolutional Neural NetworksBibaeva, Victoria et al. | 2018
- 1
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SCALABLE CONVOLUTIONAL DICTIONARY LEARNING WITH CONSTRAINED RECURRENT SPARSE AUTO-ENCODERSTolooshams, Bahareh / Dey, Sourav / Ba, Demba et al. | 2018
- 1
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LOGICAL ACCESS ATTACKS DETECTION THROUGH AUDIO FINGERPRINTING IN AUTOMATIC SPEAKER VERIFICATIONEspin, Juan M. / Font, R. / Marin-Blazquez, Javier G. / Esquembre, F. et al. | 2018
- 1
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Space-Time Extension of the MEM Approach for Electromagnetic NeuroimagingRoubaud, M. C. / Lina, J. M. / Carrier, J. / Torresani, B. et al. | 2018
- 1
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Image Deblurring and Super-Resolution Using Deep Convolutional Neural NetworksAlbluwi, Fatma / Krylov, Vladimir A. / Dahyot, Rozenn et al. | 2018
- 1
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CONVEX LIKELIHOOD ALIGNMENTS FOR BIOACOUSTIC CLASSIFICATIONThakur, Anshul / Singh, Arshdeep / Rajan, Padmanabhan et al. | 2018
- 1
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A MULTI-LAYER PERCEPTRON APPLIED TO NUMBER OF TARGET INDICATION FOR DIRECTION-OF-ARRIVAL ESTIMATION IN AUTOMOTIVE RADAR SENSORSGardill, M. / Fuchs, J. / Frank, C. / Weigel, R. et al. | 2018
- 1
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SIMPLE DEEP LEARNING NETWORK VIA TENSOR-TRAIN HAAR-WAVELET DECOMPOSITION WITHOUT RETRAININGHuang, Wei-Zhi / Hsieh, Sung-Hsien / Lu, Chun-Shien / Pei, Soo-Chang et al. | 2018
- 1
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LEARNING STOCHASTIC DIFFERENTIAL EQUATIONS WITH GAUSSIAN PROCESSES WITHOUT GRADIENT MATCHINGYildiz, Cagatay / Heinonen, Markus / Intosalmi, Jukka / Mannerstrom, Henrik / Lahdesmaki, Harri et al. | 2018
- 1
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UNCERTAINTY MODELING AND INTERPRETABILITY IN CONVOLUTIONAL NEURAL NETWORKS FOR POLYP SEGMENTATIONWickstrom, Kristoffer / Kampffmeyer, Michael / Jenssen, Robert et al. | 2018
- 1
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Supportive Attention in End-To-End Memory NetworksChien, Jen-Tzung / Lin, Ting-An et al. | 2018
- 1
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AFFECTIVE STATE RECOGNITION BASED ON EYE GAZE ANALYSIS USING TWO–STREAM CONVOLUTIONAL NETWORKSChrysouli, Christina / Vretos, Nicholas / Daras, Petros et al. | 2018
- 1
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Enhanced Noisy Sparse Subspace Clustering via Reweighted L1-Minimization†Wu, Jwo-Yuh / Huang, Liang-Chi / Yang, Ming-Hsun / Chang, Ling-Hua / Liu, Chun-Hung et al. | 2018
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NOISE-ADAPTIVE DEEP NEURAL NETWORK FOR SINGLE-CHANNEL SPEECH ENHANCEMENTChung, Hanwook / Kim, Taesup / Plourde, Eric / Champagne, Benoit et al. | 2018
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Graph-Regularized Fast Low-Rank Matrix Approximation Using The NystrÖM Method for ClusteringLee, Jieun / Choe, Yoonsik et al. | 2018
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GENERALIZABLE SUPERVISED MANIFOLD LEARNING VIA LIPSCHITZ CONTINUOUS INTERPOLATORSOrnek, Cem / Vural, Elif et al. | 2018
- 1
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MULTICLASS SVM WITH HIERARCHICAL INTERACTION: APPLICATION TO FACE CLASSIFICATIONJiu, Mingyuan / Pustelnik, Nelly / Qi, Lin et al. | 2018
- 1
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DETECTING INDUSTRIAL FOULING BY MONOTONICITY DURING ULTRASONIC CLEANINGRajani, Chang / Klami, Arto / Salmi, Ari / Rauhala, Timo / Haggstrom, Edward / Myllymaki, Petri et al. | 2018
- 1
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A VARIANCE MODELING FRAMEWORK BASED ON VARIATIONAL AUTOENCODERS FOR SPEECH ENHANCEMENTLeglaive, Simon / Girin, Laurent / Horaud, Radu et al. | 2018
- 1
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LIGHT FIELD BASED FACE RECOGNITION VIA A FUSED DEEP REPRESENTATIONSepas-Moghaddam, Alireza / Correia, Paulo Lobato / Nasrollahi, Kamal / Moeslund, Thomas B. / Pereira, Fernando et al. | 2018
- 1
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RECURRENT NEURAL NETWORKS WITH FLEXIBLE GATES USING KERNEL ACTIVATION FUNCTIONSScardapane, Simone / Van Vaerenbergh, Steven / Comminiello, Danilo / Totaro, Simone / Uncini, Aurelio et al. | 2018
- 1
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JOINT TOPOLOGY LEARNING AND GRAPH SIGNAL RECOVERY VIA KALMAN FILTER IN CAUSAL DATA PROCESSESRamezani-Mayiami, Mahmoud et al. | 2018
- 1
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COMPUTATIONAL OPTIMIZATION FOR NORMAL FORM REALIZATION OF BAYESIAN MODEL GRAPHSDi Gennaro, Giovanni / Buonanno, Amedeo / Palmieri, Francesco A.N. et al. | 2018
- 1
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LEARNING SPARSE STRUCTURED ENSEMBLES WITH STOCHASTIC GRADIENT MCMC SAMPLING AND NETWORK PRUNINGZhang, Yichi / Ou, Zhijian et al. | 2018
- 1
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Regularization Parameter-Free Convolutional Sparse Coding via Projections Onto The ℓ1-Ball and The Discrepancy PrincipleRodriguez, Paul et al. | 2018
- 1
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Sketchsegnet: A Rnn Model for Labeling Sketch StrokesWu, Xingyuan / Qi, Yonggang / Liu, Jun / Yang, Jie et al. | 2018
- 1
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CHRONIC WOUND TISSUE CLASSIFICATION USING CONVOLUTIONAL NETWORKS AND COLOR SPACE REDUCTIONGodeiro, Vitor / Neto, Jose Silva / Carvalho, Bruno / Santana, Bruno / Ferraz, Julianny / Gama, Renata et al. | 2018
- 1
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STOCHASTIC QUANTUM INFORMATION PROCESSING, WITH APPLICATIONS TO BLIND QUANTUM SYSTEM IDENTIFICATION AND SOURCE SEPARATIONDeville, Y. / Deville, A. et al. | 2018
- 1
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Speech Emotion Recognition Using Cyclostationary Spectral AnalysisJalili, Amin / Sahami, Sadid / Chi, Chong-Yung / Amirfattahi, Rassoul et al. | 2018
- 1
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K-SVD with a Real ℓ0 Optimization: Application to Image DenoisingLiu, Yuan / Canu, Stephane / Honeine, Paul / Ruan, Su et al. | 2018
- 1
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LABEL PROPAGATION FOR LEARNING WITH LABEL PROPORTIONSPoyiadzi, Rafael / Santos-Rodriguez, Raul / Twomey, Niall et al. | 2018
- 1
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MONAURAL SPEECH SEPARATION USING A PHASE-AWARE DEEP DENOISING AUTO ENCODERWilliamson, Donald S. et al. | 2018
- 1
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VARIATIONAL BAYESIAN PARTIALLY OBSERVED NON-NEGATIVE TENSOR FACTORIZATIONHinrich, Jesper L. / Nielsen, Soren F. V. / Madsen, Kristoffer H. / Morup, Morten et al. | 2018
- 1
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INFERENCE OF GENE REGULATORY NETWORKS BY MAXIMUM-LIKELIHOOD ADAPTIVE FILTERING AND DISCRETE FISH SCHOOL SEARCHTan, Yukun / Lima Neto, Fernando B. / Braga Neto, Ulisses et al. | 2018
- 1
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ONLINE VARIATIONAL MESSAGE PASSING IN THE HIERARCHICAL GAUSSIAN FILTERSenoz, Ismail / de Vries, Bert et al. | 2018
- 1
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CROSS-CORPUS EEG-BASED EMOTION RECOGNITIONRayatdoost, Soheil / Soleymani, Mohammad et al. | 2018
- 1
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A Deep Learning Architecture to Detect Events in EEG Signals During SleepChambon, Stanislas / Thorey, Valentin / Arnal, Pierrick J. / Mignot, Emmanuel / Gramfort, Alexandre et al. | 2018
- 1
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MARKOV RECURRENT NEURAL NETWORKSKuo, Che-Yu / Chien, Jen-Tzung et al. | 2018
- 1
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DEEP NEURAL NETWORKS FOR APPLICATION AWARENESS IN SDN-BASED NETWORKXu, Jun / Wang, Jingyu / Qi, Qi / Sun, Haifeng / He, Bo et al. | 2018
- 1
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DEEP LEARNING BASED SPEED ESTIMATION FOR CONSTRAINING STRAPDOWN INERTIAL NAVIGATION ON SMARTPHONESCortes, Santiago / Solin, Arno / Kannala, Juho et al. | 2018
- 1
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MIXTURE REPRESENTATION OF THE MATÉRN CLASS WITH APPLICATIONS IN STATE SPACE APPROXIMATIONS AND BAYESIAN QUADRATURETronarp, Filip / Karvonen, Toni / Sarkka, Simo et al. | 2018
- 1
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Machine Learning as Digital Therapy Assessment for Mobile Gait RehabilitationAlcaraz, Javier Conte / Moghaddamnia, Sanam / Poschadel, Nils / Peissig, Jurgen et al. | 2018
- 1
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Dynamical Component Analysis (DYCA): Dimensionality Reduction for High-Dimensional Deterministic Time-SeriesSeifert, Bastian / Korn, Katharina / Hartmann, Steffen / Uhl, Christian et al. | 2018
- 1
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REMOTE SENSING IMAGE REGRESSION FOR HETEROGENEOUS CHANGE DETECTIONLuppino, Luigi T. / Bianchi, Filippo M. / Moser, Gabriele / Anfinsen, Stian N. et al. | 2018
- 1
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Evaluation of Loss Functions for Estimation of Latent Vectors from GANPatro, Arun / Makkapati, Vishnu / Mukhopadhyay, Jayanta et al. | 2018
- 1
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Nonlinear Probabilistic Latent Variable Models for Groupwise Correspondence Analysis in Brain StructuresGarcia, Hernan F. / Orozco, Alvaro A. / Alvarez, Mauricio A. et al. | 2018
- 1
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A CHARACTERIZATION OF THE EDGE OF CRITICALITY IN BINARY ECHO STATE NETWORKSVerzelli, Pietro / Livi, Lorenzo / Alippi, Cesare et al. | 2018
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GREEDY SALIENT DICTIONARY LEARNING WITH OPTIMAL POINT RECONSTRUCTION FOR ACTIVITY VIDEO SUMMARIZATIONMademlis, Ioannis / Tefas, Anastasios / Pitas, Ioannis et al. | 2018
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ACOUSTIC SCENE CLASSIFICATION: A COMPETITION REVIEWGharib, Shayan / Derrar, Honain / Niizumi, Daisuke / Senttula, Tuukka / Tommola, Janne / Heittola, Toni / Virtanen, Tuomas / Huttunen, Heikki et al. | 2018
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ANOMALY DETECTION OF ATTACKS (ADA) ON DNN CLASSIFIERS AT TEST TIMEMiller, David J. / Wang, Yujia / Kesidis, George et al. | 2018
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GENERALIZATION BOUNDS FOR DOMAIN ADAPTATION VIA DOMAIN TRANSFORMATIONSVural, Elif et al. | 2018
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FRAME-LEVEL PROXIMITY AND TOUCH RECOGNITION USING CAPACITIVE SENSING AND SEMI-SUPERVISED SEQUENTIAL MODELINGFischer, Tobias / Etchart, Mariano / Biempica, Ernesto et al. | 2018
- 1
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SINGLE-CHANNEL EEG CLASSIFICATION BY MULTI-CHANNEL TENSOR SUBSPACE LEARNING AND REGRESSIONVan Eyndhoven, Simon / Bousse, Martijn / Hunyadi, Borbala / De Lathauwer, Lieven / Van Huffel, Sabine et al. | 2018
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MODEL-ORDER SELECTION IN STATISTICAL SHAPE MODELSEguizabal, Alma / Schreier, Peter J. / Ramirez, David et al. | 2018
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APE: Archetypal-Prototypal Embeddings for Audio ClassificationSingh, Arshdeep / Thakur, Anshul / Rajan, Padmanabhan et al. | 2018
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SCALING BAYESIAN OPTIMIZATION UP TO HIGHER DIMENSIONS: A REVIEW AND COMPARISON OF RECENT ALGORITHMSChoffin, Benoit / Ueda, Naonori et al. | 2018
- 1
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ON-LINE BAYESIAN PARAMETER ESTIMATION IN ELECTROCARDIOGRAM STATE SPACE MODELSSuotsalo, Kimmo / Sarkka, Simo et al. | 2018
- 1
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EFFICIENT CYCLIC LEARNING RATE SCHEDULES AND THEIR EVALUATIONS FOR NEURAL NETWORK ENSEMBLEMori, Minoru / Nakano, Masahiro et al. | 2018
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CAUSALITY ANALYSIS BASED ON MATRIX TRANSFER ENTROPYMa, Rongjin / Chen, Badong / Xiao, Jianfeng / Shao, Jingli et al. | 2018
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CONTROLLING BLOOD GLUCOSE LEVELS IN PATIENTS WITH TYPE 1 DIABETES USING FITTED Q-ITERATIONS AND FUNCTIONAL FEATURESMyhre, Jonas Nordhaug / Launonen, Ilkka K. / Wei, Susan / Godtliebsen, Fred et al. | 2018
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SPARSE BAYESIAN BINARY LOGISTIC REGRESSION USING THE SPLIT-AND-AUGMENTED GIBBS SAMPLERVono, Maxime / Dobigeon, Nicolas / Chainais, Pierre et al. | 2018
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ANALYSING REPLAY SPOOFING COUNTERMEASURE PERFORMANCE UNDER VARIED CONDITIONSChettri, Bhusan / Sturm, Bob L. / Benetos, Emmanouil et al. | 2018
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Detection of Cut-Points for Automatic Music RearrangementStoller, Daniel / Akkermans, Vincent / Dixon, Simon et al. | 2018
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BALSON: BAYESIAN LEAST SQUARES OPTIMIZATION WITH NONNEGATIVE L1-NORM CONSTRAINTXie, Jiyang / Ma, Zhanyu / Zhang, Guoqiang / Xue, Jing-Hao / Chien, Jen-Tzung / Lin, Zhiqing / Guo, Jun et al. | 2018
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SPECTRO-TEMPORAL ECG ANALYSIS FOR ATRIAL FIBRILLATION DETECTIONZhao, Zheng / Sarkka, Simo / Rad, Ali Bahrami et al. | 2018
- 1
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CONVOLUTIONAL NEURAL NETWORKS FOR NOISE SIGNAL RECOGNITIONPortsev, Ruslan J. / Makarenko, Andrey V. et al. | 2018
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Unsupervised Parsimonious Cluster-Based Anomaly Detection (PCAD)Miller, David J. / Kesidis, George / Qiu, Zhicong et al. | 2018
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Dynamic Bayesian Knowledge Transfer Between a Pair of Kalman FiltersPapez, Milan / Quinn, Anthony et al. | 2018
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Network Reconstruction From Time-Course Perturbation Data Using Multivariate Gaussian ProcessesAl-Sayed, Sara / Koeppl, Heinz et al. | 2018
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QUALITY PRESERVING FACE DE-IDENTIFICATION AGAINST DEEP CNNSChriskos, Panteleimon / Zhelev, Rosen / Mygdalis, Vasileios / Pitas, Ioannis et al. | 2018
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EFFICIENT SEPARABLE FILTER ESTIMATION USING RANK-1 CONVOLUTIONAL DICTIONARY LEARNINGSilva, Gustavo / Quesada, Jorge / Rodriguez, Paul et al. | 2018
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GUARANTEED DETERMINISTIC BOUNDS ON THE TOTAL VARIATION DISTANCE BETWEEN UNIVARIATE MIXTURESNielsen, Frank / Sun, Ke et al. | 2018
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MLSP 2018 Title Page| 2018
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MLSP 2018 Preface| 2018
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