Table of Contents

• Perturbation regulated kernel regressors for supervised machine learningSun-Yuan Kung, Pei Yuan Wu. 1-6 [doi]
• Classifier-based affinities for clustering sets of vectorsDario García-García, Raúl Santos-Rodríguez, Emilio Parrado-Hernández. 1-6 [doi]
• Noise-robust digit recognition with exemplar-based sparse representations of variable lengthEmre Yilmaz, Jort F. Gemmeke, Dirk Van Compernolle, Hugo Van Hamme. 1-4 [doi]
• A Kullback-Leibler divergence approach for wavelet-based blind image deconvolutionAbd-Krim Seghouane, Muhammad Hanif. 1-5 [doi]
• Identifying modular relations in complex brain networksKasper Winther Andersen, Morten Mørup, Hartwig Siebner, Kristoffer Hougaard Madsen, Lars Kai Hansen. 1-6 [doi]
• Hierarchical sparse brain network estimationAbd-Krim Seghouane, Muhammad Usman Khalid. 1-6 [doi]
• Haussdorff and hellinger for colorimetric sensor array classificationTommy S. Alstrøm, Bjørn Sand Jensen, Mikkel N. Schmidt, Natalie V. Kostesha, Jan Larsen. 1-6 [doi]
• Stereophonic spectrogram segmentation using Markov random fieldsMinje Kim, Paris Smaragdis, Glenn G. Ko, Rob A. Rutenbar. 1-6 [doi]
• Extraction of sparse spatial filters using Oscillating SearchIbrahim Onaran, Nuri Firat Ince, Aviva Abosch, A. Enis Çetin. 1-7 [doi]
• A SIFT-point distribution-based method for head pose estimationNastaran Ghadarghadar, Esra Ataer Cansizoglu, Peng Zhang, Deniz Erdogmus. 1-4 [doi]
• Transient analysis of convexly constrained mixture methodsMehmet A. Donmez, Huseyin Ozkan, Suleyman Serdar Kozat. 1-5 [doi]
• Neural correlates of visual perception in rapid serial visual presentation paradigmsYonghong Huang, Kenneth E. Hild II, Misha Pavel, Santosh Mathan, Deniz Erdogmus. 1-6 [doi]
• Graphical methods for inequality constraints in marginalized DAGsRobin J. Evans. 1-6 [doi]
• Microvascular blood flow estimation in sublingual microcirculation videos based on a principal curve tracing algorithmSheng You, Esra Ataer Cansizoglu, Deniz Erdogmus, Michael Massey, Nathan Shapiro. 1-6 [doi]
• Exemplar-based image inpainting: Fast priority and coherent nearest neighbor searchRaúl Martínez-Noriega, Aline Roumy, Gilles Blanchard. 1-6 [doi]
• ESWT - tracking organs during focused ultrasound surgeryCristian Grozea, D. Lubke, F. Dingeldey, M. Schiewe, J. Gerhardt, C. Schumann, J. Hirsch. 1-6 [doi]
• ECG-based biometrics: A real time classification approachAndré Lourenço, Hugo Silva, Ana L. N. Fred. 1-6 [doi]
• Estimation of the forgetting factor in kernel recursive least squaresSteven Van Vaerenbergh, Ignacio Santamaría, Miguel Lázaro-Gredilla. 1-6 [doi]
• Opportunistic sensing: Unattended acoustic sensor selection using crowdsourcing modelsPo-Sen Huang, Mark Hasegawa-Johnson, Wotao Yin, Thomas S. Huang. 1-6 [doi]
• Voice analysis of patients with neurological disorders using acoustical and nonlinear toolsMaria Eugenia Dajer, Paulo Rogério Scalassara, Jamille Lays Marrara, J. C. Pereira. 1-6 [doi]
• A subspace learning algorithm for microwave scattering signal classification with application to wood quality assessmentYinan Yu, Tomas McKelvey. 1-6 [doi]
• Comprehensive analysis of multiple microarray datasets by binarization of consensus partition matrixBasel Abu-Jamous, Rui Fa, David J. Roberts, Asoke K. Nandi. 1-6 [doi]
• Semisupervised kernel orthonormalized partial least squaresEmma Izquierdo-Verdiguier, Jerónimo Arenas-García, Sergio Muñoz-Romero, Luis Gómez-Chova, Gustavo Camps-Valls. 1-6 [doi]
• Online learning with kernels: Overcoming the growing sum problemAbhishek Singh, Narendra Ahuja, Pierre Moulin. 1-6 [doi]
• Stochastic triplet embeddingLaurens van der Maaten, Kilian Q. Weinberger. 1-6 [doi]
• Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentialsFengyu Cong, GuoXu Zhou, Qibin Zhao, Qiang Wu, Asoke K. Nandi, Tapani Ristaniemi, Andrzej Cichocki. 1-6 [doi]
• Mahalanobis distance on Grassmann manifold and its application to brain signal processingYoshikazu Washizawa, Seiji Hotta. 1-6 [doi]
• On surrogate supervision multiview learningGaole Jin, Raviv Raich. 1-6 [doi]
• Stochastic unfoldingKe Sun, Eric Bruno, Stéphane Marchand-Maillet. 1-6 [doi]
• Kernel-based parametric validity index for assessing clusters from microarray gene expression dataRui Fa, Asoke K. Nandi. 1-6 [doi]
• Local distance metric learning for efficient conformal predictorsMichael J. Pekala, Ashley J. Llorens, I.-Jeng Wang. 1-6 [doi]
• Pattern search in dysfluent speechJuraj Pálfy, Jiri Pospichal. 1-6 [doi]
• Exploiting graph embedding in support vector machinesGeorgios Arvanitidis, Anastasios Tefas. 1-6 [doi]
• Redundant time-frequency marginals for chirplet decompositionLuis Weruaga. 1-5 [doi]
• Fast design of efficient dictionaries for sparse representationsCristian Rusu. 1-5 [doi]
• Blind separation of ballistocardiogram from EEG via short-and-long-term linear prediction filteringSaideh Ferdowsi, Vahid Abolghasemi, Saeid Sanei. 1-6 [doi]
• The eighth annual MLSP competition: Second place teamHeikki Huttunen, Timo Erkkilä, Pekka Ruusuvuori, Tapio Manninen. 1-2 [doi]
• Learning smooth models of nonsmooth functions via convex optimizationFabien Lauer, Van Luong Le, Gérard Bloch. 1-6 [doi]
• Kernels for time series of exponential decay/growth processesZineb Noumir, Paul Honeine, Cédric Richard. 1-6 [doi]
• Prediction of respiratory motion using wavelet based support vector regressionRobert Dürichen, Tobias Wissel, Achim Schweikard. 1-6 [doi]
• Language informed bandwidth expansionJinyu Han, Gautham J. Mysore, Bryan Pardo. 1-6 [doi]
• Complex-valued analysis and visualization of fMRI data for event-related and block-design paradigmsPedro A. Rodriguez, Tülay Adali, Vince D. Calhoun. 1-6 [doi]
• Efficient optimization for data visualization as an information retrieval taskJaakko Peltonen, Konstantinos Georgatzis. 1-6 [doi]
• Temporal context in object recognitionRakesh Chalasani, Jose C. Principe. 1-6 [doi]
• Online regularized discriminant analysisUmut Orhan, Ang Li, Deniz Erdogmus. 1-6 [doi]
• Facial expression recognition with robust covariance estimation and Support Vector MachinesNicholas Vretos, Anastasios Tefas, Ioannis Pitas. 1-5 [doi]
• Pseudo inputs for pairwise learning with Gaussian processesJens Brehm Nielsen, Bjørn Sand Jensen, Jan Larsen. 1-6 [doi]
• Context Dependent Spectral UnmixingHamdi Jenzri, Hichem Frigui, Paul D. Gader. 1-6 [doi]
• Recursive outlier-robust filtering and smoothing for nonlinear systems using the multivariate student-t distributionRobert Piché, Simo Särkkä, Jouni Hartikainen. 1-6 [doi]
• Optimal portfolios under transaction costs in discrete time marketsMehmet A. Donmez, Sait Tunc, Suleyman Serdar Kozat. 1-6 [doi]
• Trading approximation quality versus sparsity within incremental automatic relevance determination frameworksDmitriy Shutin, Thomas Buchgraber. 1-6 [doi]
• On the performance of histogram-based entropy estimatorsCiprian Doru Giurcaneanu, Panu Luosto, Petri Kontkanen. 1-6 [doi]
• Sparse spectral analysis of atrial fibrillation electrogramsSandra Monzón, Tom Trigano, David Luengo, Antonio Artés-Rodríguez. 1-6 [doi]
• On comparing hard and soft fusion of dependent detectorsAntonio Soriano, Luis Vergara, Gonzalo Safont, Addisson Salazar. 1-6 [doi]
• Nonnegative matrix factorization based self-taught learning with application to music genre classificationKonstantin Markov, Tomoko Matsui. 1-5 [doi]
• Constrained spectral clustering for image segmentationJamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Deniz Erdogmus. 1-6 [doi]
• Joint feature and model training for minimum detection errors applied to speech subword detectionMagne Hallstein Johnsen, Alfonso M. Canterla. 1-6 [doi]
• The eighth annual MLSP competition: OverviewKen Montanez, Weifeng Liu, Vince D. Calhoun, Catherine Huang, Kenneth E. Hild II. 1-4 [doi]
• Single-sided objective speech intelligibility assessment based on Sparse signal representationGiovanni Costantini, Massimiliano Todisco, Renzo Perfetti, Andrea Paoloni, Giovanni Saggio. 1-6 [doi]
• A novel scheme for diffusion networks with least-squares adaptive combinersJesus Fernandez-Bes, Luis Antonio Azpicueta-Ruiz, Magno T. M. Silva, Jerónimo Arenas-García. 1-6 [doi]
• Improving sparse echo cancellation via convex combination of two NLMS filters with different lengthsÁlvaro Gonzalo-Ayuso, Magno T. M. Silva, Vitor H. Nascimento, Jerónimo Arenas-García. 1-6 [doi]
• Optimal cost function and magnitude power for NMF-based speech separation and music interpolationBrian King, Cédric Févotte, Paris Smaragdis. 1-6 [doi]
• The eighth annual MLSP competition: First place teamAnkit Gupta, Shashwat Mishra, Amitabha Mukerjee. 1-2 [doi]
• Probabilistic interpolative decompositionIsmail Ari, A. Taylan Cemgil, Lale Akarun. 1-6 [doi]
• A randomwalk based model incorporating social information for recommendationsShang Shang, Sanjeev R. Kulkarni, Paul W. Cuff, Pan Hui. 1-6 [doi]
• Mixture weight influence on kernel entropy component analysis and semi-supervised learning using the LassoJonas Nordhaug Myhre, Robert Jenssen. 1-6 [doi]
• Kernelizing Geweke's measures of granger causalityPierre-Olivier Amblard, R. Vincent, Olivier J. J. Michel, Cédric Richard. 1-6 [doi]
• Differential edit distance as a countermeasure to video scene ambiguityPanagiotis Sidiropoulos, Vasileios Mezaris, Ioannis Kompatsiaris. 1-6 [doi]
• Sequential anomaly detection in a batch with growing number of tests: Application to network intrusion detectionDavid J. Miller 0001, Fatih Kocak, George Kesidis. 1-6 [doi]
• Online learning for quality-driven unequal protection of scalable videoAmin Abdel Khalek, Constantine Caramanis, Robert W. Heath. 1-5 [doi]
• Hidden Markov Models for detecting anomalous fish trajectories in underwater footageConcetto Spampinato, Simone Palazzo. 1-6 [doi]
• Long term human activity recognition with automatic orientation estimationBlanca Florentino-Liaño, Niamh O'Mahony, Antonio Artés-Rodríguez. 1-6 [doi]
• The discounted cumulative margin penalty: Rank-learning with a list-wise loss and pair-wise marginsCarlos Renjifo, Craig Carmen. 1-6 [doi]
• Handling missing features in maximum margin Bayesian network classifiersSebastian Tschiatschek, Nikolaus Mutsam, Franz Pernkopf. 1-6 [doi]
• On the generalization ability of distributed online learnersZaid J. Towfic, Jianshu Chen, Ali H. Sayed. 1-6 [doi]
• A modified version of the MEXICO algorithm for performing ICA over Galois fieldsDaniel G. Silva, Everton Z. Nadalin, Romis Attux, Jugurta R. Montalvão Filho. 1-6 [doi]
• Distributed microphone array processing for speech source separation with classifier fusionMehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani. 1-6 [doi]
• Helicopter vibration sensor selection using data visualisationWaljinder S. Gill, Ian T. Nabney, Daniel Wells. 1-6 [doi]
• Nonlinear data description with Principal Polynomial AnalysisValero Laparra, Devis Tuia, Sandra Jiménez, Gustavo Camps-Valls, Jesus Malo. 1-6 [doi]
• Tree-structured expectation propagation for LDPC decoding over the AWGN channelLuis Salamanca, Juan José Murillo-Fuentes, Pablo M. Olmos, Fernando Pérez-Cruz. 1-6 [doi]
• Accelerometer based gesture recognition system using distance metric learning for nearest neighbour classificationTea Marasovic, Vladan Papic. 1-6 [doi]
• Landmine detection with Multiple Instance Hidden Markov ModelsSeniha Esen Yuksel, Jeremy Bolton, Paul D. Gader. 1-6 [doi]
• Efficient high dynamic range imaging via matrix completionGrigorios Tsagkatakis, Panagiotis Tsakalides. 1-6 [doi]
• Towards dictionary learning from images with non Gaussian noisePierre Chainais. 1-6 [doi]
• Nearest neighbor-based importance weightingMarco Loog. 1-6 [doi]
• PrefaceIgnacio Santamaría, Ignacio Santamaría, Jerónimo Arenas-García, Gustavo Camps-Valls, Deniz Erdogmus, Fernando Pérez-Cruz. 1 [doi]
• Breast ultrasound images gland segmentationRui Braz, António M. G. Pinheiro, J. Moutinho, Mário M. Freire, Manuela Pereira. 1-6 [doi]
• Level sets for retinal vasculature segmentation using seeds from ridges and edges from phase mapsBekir Dizdaro, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Katie Keck, Michael F. Chiang, Deniz Erdogmus. 1-6 [doi]
• Quantifying spatiotemporal dynamics of twitter replies to news feedsFelix Bießmann, Jens-Michalis Papaioannou, Andreas Harth, M. L. Jugel, K.-R. Muller, Mikio Braun. 1-6 [doi]
• Learning with the kernel signal to noise ratioLuis Gómez-Chova, Gustavo Camps-Valls. 1-6 [doi]
• GLRT for testing separability of a complex-valued mixture based on the Strong Uncorrelating TransformDavid Ramírez, Peter J. Schreier, Javier Vía, Ignacio Santamaría. 1-6 [doi]
• Distributed variational sparse Bayesian learning for sensor networksThomas Buchgraber, Dmitriy Shutin. 1-6 [doi]
• Unsupervised feature selection based on non-parametric mutual informationLev Faivishevsky, Jacob Goldberger. 1-6 [doi]
• Markov Chain Monte Carlo inference for probabilistic latent tensor factorizationUmut Simsekli, A. Taylan Cemgil. 1-6 [doi]
• Fusion of local degradation features for No-Reference Video Quality AssessmentMartin D. Dimitrievski, Zoran A. Ivanovski. 1-6 [doi]
• 2D sound-source localization on the binaural manifoldAntoine Deleforge, Radu Horaud. 1-6 [doi]
• Latent Dirichlet learning for hierarchical segmentationJen-Tzung Chien, Chuang-Hua Chueh. 1-6 [doi]
• Observer and feature analysis on diagnosis of retinopathy of prematurityEsra Ataer Cansizoglu, Sheng You, Jayashree Kalpathy-Cramer, Katie Keck, Michael F. Chiang, Deniz Erdogmus. 1-6 [doi]
• An online learning algorithm for mixture models of deformable templatesFlorian Maire, Sidonie Lefebvre, Randal Douc, Eric Moulines. 1-6 [doi]
• Simultaneous and proportional control of 2D wrist movements with myoelectric signalsJ. M. Hahne, Hubertus Rehbaum, Felix Bießmann, Frank C. Meinecke, K.-R. Muller, N. Jiang, D. Farina, L. C. Parra. 1-6 [doi]
• A novel adaptive Nyström approximationLingyan Sheng, Antonio Ortega. 1-6 [doi]
• Modelling dense relational dataTue Herlau, Morten Mørup, Mikkel N. Schmidt, Lars Kai Hansen. 1-6 [doi]
• Iterative collaborative filtering for recommender systems with sparse dataZhuo Zhang, Paul Cuff, Sanjeev R. Kulkarni. 1-6 [doi]
• Local linear approximation of principal curve projectionsPeng Zhang, Esra Ataer Cansizoglu, Deniz Erdogmus. 1-6 [doi]
• Designing spatial filters based on neuroscience theories to improve error-related potential classificationSandra Rousseau, Christian Jutten, Marco Congedo. 1-6 [doi]
• Neural spike detection and localisation via Volterra filteringMamadou Mboup. 1-5 [doi]
• Link prediction in weighted networksDavid Kofoed Wind, Morten Mørup. 1-6 [doi]