Table of Contents

• Graph-based detection of shilling attacks in recommender systemsZhuo Zhang, Sanjeev R. Kulkarni. 1-6 [doi]
• Texton-based diagnosis of Alzheimer's diseasePedro Miguel Morgado, Margarida Silveira, Durval Campos Costa. 1-6 [doi]
• Ridge-adjusted Slack Variable Optimization for supervised classificationYinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung. 1-6 [doi]
• Efficient recalibration via Dynamic Matrix CompletionSofia Nikitaki, Grigorios Tsagkatakis, Panagiotis Tsakalides. 1-6 [doi]
• Bounded Gaussian process regressionBjørn Sand Jensen, Jens Brehm Nielsen, Jan Larsen. 1-6 [doi]
• Classification based on local feature selection via linear programmingNarges Armanfard, James P. Reilly. 1-6 [doi]
• Informed separation of spatial images of stereo music recordings using second-order statisticsStanislaw Gorlow, Sylvain Marchand. 1-6 [doi]
• Non-negative Tensor Factorization for single-channel EEG artifact rejectionCécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid. 1-6 [doi]
• The Ninth Annual MLSP Data CompetitionYonghong Huang, Forrest Briggs, Raviv Raich, Konstantinos Eftaxias, Zhong Lei. 1-4 [doi]
• Novelty detection under multi-label multi-instance frameworkQi Lou, Raviv Raich, Forrest Briggs, Xiaoli Z. Fern. 1-6 [doi]
• Parameter design tradeoff between prediction performance and training time for Ridge-SVMRasmus Rothe, Yinan Yu, Sun-Yuan Kung. 1-6 [doi]
• A greedy approach to sparse poisson denoisingFrançois-Xavier Dupe, Sandrine Anthoine. 1-6 [doi]
• Non-negative durational HMMJarle Bauck Hamar, Doddipatla Rama Sanand, Torbjørn Svendsen, Thippur Sreenivas. 1-6 [doi]
• Supervised single channel source separation of EEG signalsSamaneh Kouchaki, Saeid Sanei. 1-5 [doi]
• Non-linear noise adaptive Kalman filtering via variational BayesSimo Särkkä, Jouni Hartikainen. 1-6 [doi]
• Voice conversion for arbitrary speakers using articulatory-movement to vocal-tract parameter mappingNarpendyah W. Ariwardhani, Yurie Iribe, Kouichi Katsurada, Tsuneo Nitta. 1-6 [doi]
• Blind separation of convolutive mixtures over Galois fieldsDenis G. Fantinato, Daniel G. Silva, Everton Z. Nadalin, Romis Attux, Joao M. T. Romano, Aline Neves, Jugurta R. Montalvão Filho. 1-6 [doi]
• Kriging-based estimation of time derivatives via FIR filteringJulien Marzat, Hélène Piet-Lahanier, Eric Walter. 1-6 [doi]
• Blind identification and separation of sources with sparse eventsBahador Makkiabadi, Saeid Sanei. 1-6 [doi]
• Large scale inference in the Infinite Relational Model: Gibbs sampling is not enoughKristoffer Jon Albers, Andreas Leon Aagaard Moth, Morten Mørup, Mikkel N. Schmidt. 1-6 [doi]
• Orthogonal segmented model for underdetermined blind identification and separation of sources with sparse eventsBahador Makkiabadi, Saeid Sanei. 1-6 [doi]
• An experimental comparison of source separation and beamforming techniques for microphone array signal enhancementJoachim Thiemann, Emmanuel Vincent. 1-5 [doi]
• Video-informed approach for enhancing audio source separation through noise source suppressionJack Harris, Bertrand Rivet, Syed Mohsen Naqvi, Jonathon A. Chambers, Christian Jutten. 1-6 [doi]
• A Quantum-feedforward and classical-feedback separating structure adapted with monodirectional measurements; Blind qubit uncoupling capability and links with ICAYannick Deville, Alain Deville. 1-6 [doi]
• Introducing a simple fusion framework for audio source separationXabier Jaureguiberry, Gaël Richard, Pierre Leveau, Romain Hennequin, Emmanuel Vincent. 1-6 [doi]
• OCT A-Scan based lung tumor tissue classification with Bidirectional Long Short Term Memory networksS. Otte, C. Otte, A. Schlaefer, L. Wittig, G. Hüttmann, D. Dromann, A. Zeli. 1-6 [doi]
• Model-free optimal de-drifting and enhanced detection in fMRI dataAdnan Shah, Abd-Krim Seghouane. 1-6 [doi]
• A practical test set bound for rank learningNathan Drenkow, Philippe Burlina, I.-Jeng Wang, Daniel DeMenthon, Craig Carmen. 1-6 [doi]
• The effect of missing data on robust Bayesian spectral analysisJacqueline Christmas. 1-6 [doi]
• Statistics based features for unvoiced sound classificationSunit Sivasankaran, K. M. M. Prabhu. 1-6 [doi]
• The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environmentForrest Briggs, Yonghong Huang, Raviv Raich, Konstantinos Eftaxias, Zhong Lei, William Cukierski, Sarah Frey Hadley, Adam Hadley, Matthew Betts, Xiaoli Z. Fern, Jed Irvine, Lawrence Neal, Anil Thomas, Gábor Fodor, Grigorios Tsoumakas, Hong Wei Ng, Thi Ngoc Tho Nguyen, Heikki Huttunen, Pekka Ruusuvuori, Tapio Manninen, Aleksandr Diment, Tuomas Virtanen, Julien Marzat, Joseph Defretin, Dave Callender, Chris Hurlburt, Ken Larrey, Maxim Milakov. 1-8 [doi]
• Improved comparative partner selection with brood recombination for genetic programmingMuhammad Waqar Aslam, Zhechen Zhu, Asoke Kumar Nandi. 1-5 [doi]
• Tensor based singular spectrum analysis for nonstationary source separationSamaneh Kouchaki, Saeid Sanei. 1-5 [doi]
• LBP based on multi wavelet sub-bands feature extraction used for face recognitionRasber D. Rashid, Sabah A. Jassim, Harin Sellahewa. 1-6 [doi]
• A robotic mobility diversity algorithm with Markovian trajectory plannersDaniel Bonilla Licea, Desmond C. McLernon, Mounir Ghogho. 1-6 [doi]
• Structured sparsity using backwards elimination for Automatic Music TranscriptionNicolas Keriven, Ken O'Hanlon, Mark D. Plumbley. 1-6 [doi]
• A constrained approach for extraction of pre-ictal discharges from scalp EEGShahrzad Shapoori, Wenwu Wang, Saeid Sanei. 1-5 [doi]
• Diffusion map for clustering fMRI spatial maps extracted by independent component analysisTuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi. 1-6 [doi]
• Learning the solution sparsity of an ill-posed linear inverse problem with the Variational GarroteMichael Riis Andersen, Sofie Therese Hansen, Lars Kai Hansen. 1-6 [doi]
• Adapted Geometric Semantic Genetic programming for diabetes and breast cancer classificationZhechen Zhu, Asoke Kumar Nandi, Muhammad Waqar Aslam. 1-5 [doi]
• Robustness enhancement of distribution based binary discriminative features for modulation classificationZhechen Zhu, Asoke Kumar Nandi, Muhammad Waqar Aslam. 1-6 [doi]
• Sparse coding with anomaly detectionAmir Adler, Michael Elad, Yacov Hel-Or, Ehud Rivlin. 1-6 [doi]
• Joint spatial and spectral filter estimation for single trial detection of event related potentialsFoad Ghaderi. 1-6 [doi]
• The 9th annual MLSP competition: Second placeHong Wei Ng, Thi Ngoc Tho Nguyen. 1-2 [doi]
• Modeling bioprocess scale-up utilizing regularized linear and logistic regressionMuhammad Farhan, Antti Larjo, Olli Yli-Harja, Tommi Aho. 1-6 [doi]
• Robust kernel-based regression using Orthogonal Matching PursuitGeorge Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis. 1-6 [doi]
• Hierarchical theme and topic model for summarizationJen-Tzung Chien, Ying-Lan Chang. 1-6 [doi]
• Simultaneous noise classification and reduction using a priori learned modelsNasser Mohammadiha, Paris Smaragdis, Arne Leijon. 1-6 [doi]
• FPGA prototype of machine learning analog-to-feature converter for event-based succinct representation of signalsSergio Martin del Campo, Kim Albertsson, Joakim Nilsson, Jens Eliasson, Fredrik Sandin. 1-6 [doi]
• Inter-document reference detection as an alternative to full text semantic analysis in document clusteringPatrick A. De Mazière, Marc M. Van Hulle. 1-6 [doi]
• Enhanced SMART framework for gene clustering using successive processingRui Fa, Basel Abu-Jamous, David J. Roberts, Asoke K. Nandi. 1-6 [doi]
• Compact codebook design for visual scene recognition by Sequential Input Space CarvingB. Mayurathan, U. A. J. Pinidiyaarachchi, M. Niranjan. 1-6 [doi]
• A Dictionary-Learning Sparse Representation framework for pose classificationYuyao Zhang, Khalid Idrissi, Christophe Garcia. 1-6 [doi]
• Non-negative matrix completion for bandwidth extension: A convex optimization approachDennis L. Sun, Rahul Mazumder. 1-6 [doi]
• Segmentation of medical images based on hierarchical evolutionary and bee algorithmsHamed Azami, Milad Azarbad, Saeid Sanei. 1-6 [doi]
• Classification of vocal fold nodules and cysts based on vascular defects of vocal foldsH. Irem Türkmen, M. Elif Karsligil, Ismail Kocak. 1-6 [doi]
• Robust Arabic speaker verification system using LSF extracted from the G.729 bitstreamKawthar Yasmine Zergat, Abderrahmane Amrouche, Meriem Fedila, Mohamed Debyeche. 1-5 [doi]
• A conjugate gradient algorithm for blind sensor calibration in sparse recoveryHao Shen, Martin Kleinsteuber, Cagdas Bilen, Rémi Gribonval. 1-5 [doi]
• A proximal method for the K-SVD dictionary learningGuan-Ju Peng, Wen-Liang Hwang. 1-6 [doi]
• The linear process mixture modelJason A. Palmer, Kenneth Kreutz-Delgado, Scott Makeig. 1-6 [doi]
• Visual hull reconstruction for automated primate behavior observationNastaran Ghadar, Xikang Zhang, Kang Li, Deniz Erdogmus, Guillaume Thibault, Alireza Bayestehtashk, Izhak Shafran, Kris Coleman, Kathleen A. Grant. 1-6 [doi]
• Learning overcomplete dictionaries based on parallel atom-updatingMostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten. 1-5 [doi]
• Diffusion LMS networks in the presence of noisy nodes: A convergence rate and MSD analysisAmanda de Paula, Cristiano Panazio. 1-6 [doi]
• Gaussian multiple kernel learning with entropy power inequalityHideitsu Hino. 1-6 [doi]
• Supervised covariance selection for linear discriminant analysisHideitsu Hino, Nima Reyhani. 1-6 [doi]
• Multiplicative update for fast optimization of information retrieval based neighbor embeddingJaakko Peltonen, Ziyuan Lin. 1-6 [doi]
• Cooperation gain in steady-state performance of diffusion adaptive networks with noisy linksAzam Khalili, Amir Rastegarnia, Saeid Sanei, Wael Bazzi. 1-5 [doi]
• Inference of helicopter airframe conditionWaljinder S. Gill, Ian T. Nabney, Daniel Wells. 1-6 [doi]
• Flash flood forecasting using Support Vector Regression: An event clustering based approachKhaled Boukharouba, Pierre Roussel, Gérard Dreyfus, Anne Johannet. 1-6 [doi]
• Source number estimation based on clustering of speech activity sequences for microphone array processingIngrid Jafari, Nobutaka Ito, Mehrez Souden, Shoko Araki, Tomohiro Nakatani. 1-6 [doi]
• Joint canonical polyadic decomposition of two tensors with one shared loading matrixXiao-Feng Gong, Ya-Na Hao, Qiu-Hua Lin. 1-6 [doi]
• Steady-state and transient operation discrimination by Variational Bayesian Gaussian Mixture ModelsYu Zhang, Chris Bingham, Michael Gallimore, Jun Chen. 1-5 [doi]
• Blocked Gibbs sampling based multi-scale mixture model for speaker clustering on noisy dataNaohiro Tawara, Tetsuji Ogawa, Shinji Watanabe, Atsushi Nakamura, Tetsunori Kobayashi. 1-6 [doi]
• MOGT: Oversampling with a parsimonious mixture of Gaussian trees model for imbalanced time-series classificationJohn Z. F. Pang, Hong Cao, Vincent Y. F. Tan. 1-6 [doi]
• The 2013 Signal Separation Evaluation CampaignNobutaka Ono, Zbynek Koldovský, Shigeki Miyabe, Nobutaka Ito. 1-6 [doi]
• K-plane clustering algorithm for analysis dictionary learningYe Zhang, Haolong Wang, Wenwu Wang, Saeid Sanei. 1-4 [doi]
• An enhanced initialization method for non-negative matrix factorizationLiyun Gong, Asoke K. Nandi. 1-6 [doi]
• A review of kernels on covariance matrices for BCI applicationsFlorian Yger. 1-6 [doi]
• Estimation of causal structures in longitudinal data using non-GaussianityKento Kadowaki, Shohei Shimizu, Takashi Washio. 1-6 [doi]
• An adaptive encryption based genetic algorithms for medical imagesAhmed B. Mahmood, Robert D. Dony, Shawki Areibi. 1-6 [doi]
• Text-independent MFCCs vectors classification improvement using local ICAA. Rouigueb, Salim Chitroub, Ahmed Bouridane. 1-6 [doi]
• A new information theoretic clustering algorithm using k-nnVidar Vikjord, Robert Jenssen. 1-6 [doi]
• The Ninth Annual MLSP Competition: First placeGábor Fodor. 1-2 [doi]
• Acoustic scene analysis based on latent acoustic topic and event allocationKeisuke Imoto, Yasunori Ohishi, Hisashi Uematsu, Hitoshi Ohmuro. 1-6 [doi]
• Non-negative Matrix Factorization using weighted beta divergence and equality constraints for industrial source apportionmentAbdelhakim Limem, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Dominique Courcot. 1-6 [doi]
• Inducing discrimination in biologically inspired models of visual scene recognitionTayyaba Azim, Mahesan Niranjan. 1-6 [doi]
• Detection of intention level in response to task difficulty from EEG signalsEia Koyas, Elif Hocaoglu, Volkan Patoglu, Mujdat Cetin. 1-6 [doi]
• Blind separation of spatially-block-sparse sources from orthogonal mixturesOfir Lindenbaum, Arie Yeredor, Ran Vitek, Moshe Mishali. 1-6 [doi]
• General algorithms for estimating spectrogram and transfer functions of target signal for blind suppression of diffuse noiseNobutaka Ito, Emmanuel Vincent, Nobutaka Ono, Shigeki Sagayama. 1-6 [doi]
• Music genre classification using Gaussian Process modelsKonstantin Markov, Tomoko Matsui. 1-6 [doi]
• Bayesian error estimation and model selection in sparse logistic regressionHeikki Huttunen, Tapio Manninen, Jussi Tohka. 1-6 [doi]
• Informed generalized sidelobe canceler utilizing sparsity of speech signalsJirí Málek, Zbynek Koldovský, Sharon Gannot, Petr Tichavský. 1-6 [doi]
• Method for the identification of the subsets of genes specifically consistently co-expressed in a set of datasetsBasel Abu-Jamous, Rui Fa, David J. Roberts, Asoke K. Nandi. 1-6 [doi]
• Mean vector component analysis: A new approach to un-centered PCA for non-negative dataRobert Jenssen. 1-6 [doi]
• Online anomaly detection with an incremental centred kernel hypersphereColin O'Reilly, Alexander Gluhak, Muhammad Imran. 1-6 [doi]
• Gaussian process clustering for the functional characterisation of vital-sign trajectoriesMarco A. F. Pimentel, David A. Clifton, Lionel Tarassenko. 1-6 [doi]
• Text-informed audio source separation using nonnegative matrix partial co-factorizationLuc Le Magoarou, Alexey Ozerov, Ngoc Q. K. Duong. 1-6 [doi]
• Learning incoherent subspaces for classification via supervised iterative projections and rotationsDaniele Barchiesi, Mark D. Plumbley. 1-6 [doi]
• A novel heuristic memetic clustering algorithmBart G. W. Craenen, Asoke K. Nandi, Tapani Ristaniemi. 1-6 [doi]
• Covariate shift approach for invariant texture classificationAli Hassan, Arslan Shaukat. 1-6 [doi]
• Complex support vector machines for quaternary classificationPantelis Bouboulis, E. Theodoridou, Sergios Theodoridis. 1-6 [doi]
• Single channel source separation using smooth Nonnegative Matrix Factorization with Markov Random FieldsMinje Kim, Paris Smaragdis. 1-6 [doi]