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MLSP 2013: Southampton, UK
- IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2013, Southampton, United Kingdom, September 22-25, 2013. IEEE 2013
- Samaneh Kouchaki
, Saeid Sanei:
Tensor based singular spectrum analysis for nonstationary source separation. 1-5 - Xiao-Feng Gong, Ya-Na Hao, Qiu-Hua Lin:
Joint canonical polyadic decomposition of two tensors with one shared loading matrix. 1-6 - Bahador Makkiabadi
Orthogonal segmented model for underdetermined blind identification and separation of sources with sparse events. 1-6 - Sergio Martin del Campo
FPGA prototype of machine learning analog-to-feature converter for event-based succinct representation of signals. 1-6 - Sunit Sivasankaran, K. M. M. Prabhu:
Statistics based features for unvoiced sound classification. 1-6 - Nastaran Ghadar, Xikang Zhang
Visual hull reconstruction for automated primate behavior observation. 1-6 - Forrest Briggs, Yonghong Huang, Raviv Raich, Konstantinos Eftaxias, Zhong Lei, William Cukierski, Sarah Frey Hadley, Adam Hadley, Matthew Betts
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment. 1-8 - Samaneh Kouchaki
Supervised single channel source separation of EEG signals. 1-5 - Zhechen Zhu, Asoke Kumar Nandi, Muhammad Waqar Aslam:
Robustness enhancement of distribution based binary discriminative features for modulation classification. 1-6 - Michael Riis Andersen, Sofie Therese Hansen
Learning the solution sparsity of an ill-posed linear inverse problem with the Variational Garrote. 1-6 - Ye Zhang, Haolong Wang, Wenwu Wang, Saeid Sanei:
K-plane clustering algorithm for analysis dictionary learning. 1-4 - Luc Le Magoarou, Alexey Ozerov, Ngoc Q. K. Duong:
Text-informed audio source separation using nonnegative matrix partial co-factorization. 1-6 - Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
Learning overcomplete dictionaries based on parallel atom-updating. 1-5 - Stanislaw Gorlow, Sylvain Marchand:
Informed separation of spatial images of stereo music recordings using second-order statistics. 1-6 - Narpendyah Wisjnu Ariwardhani, Yurie Iribe, Kouichi Katsurada, Tsuneo Nitta:
Voice conversion for arbitrary speakers using articulatory-movement to vocal-tract parameter mapping. 1-6 - Khaled Boukharouba, Pierre Roussel, Gérard Dreyfus
Flash flood forecasting using Support Vector Regression: An event clustering based approach. 1-6 - Kento Kadowaki, Shohei Shimizu
Estimation of causal structures in longitudinal data using non-Gaussianity. 1-6 - Jen-Tzung Chien
Hierarchical theme and topic model for summarization. 1-6 - Yuyao Zhang, Khalid Idrissi, Christophe Garcia
A Dictionary-Learning Sparse Representation framework for pose classification. 1-6 - Nobutaka Ito, Emmanuel Vincent, Nobutaka Ono, Shigeki Sagayama:
General algorithms for estimating spectrogram and transfer functions of target signal for blind suppression of diffuse noise. 1-6 - François-Xavier Dupé, Sandrine Anthoine:
A greedy approach to sparse poisson denoising. 1-6 - Liyun Gong, Asoke K. Nandi:
An enhanced initialization method for non-negative matrix factorization. 1-6 - Jack Harris, Bertrand Rivet, Syed Mohsen Naqvi
Video-informed approach for enhancing audio source separation through noise source suppression. 1-6 - Jason A. Palmer, Kenneth Kreutz-Delgado, Scott Makeig:
The linear process mixture model. 1-6 - Pedro Miguel Morgado
Texton-based diagnosis of Alzheimer's disease. 1-6 - Rasmus Rothe, Yinan Yu, Sun-Yuan Kung:
Parameter design tradeoff between prediction performance and training time for Ridge-SVM. 1-6 - Hamed Azami, Milad Azarbad, Saeid Sanei:
Segmentation of medical images based on hierarchical evolutionary and bee algorithms. 1-6 - Bart G. W. Craenen, Asoke K. Nandi, Tapani Ristaniemi:
A novel heuristic memetic clustering algorithm. 1-6 - Jirí Málek, Zbynek Koldovský
Informed generalized sidelobe canceler utilizing sparsity of speech signals. 1-6 - Naohiro Tawara, Tetsuji Ogawa, Shinji Watanabe
Blocked Gibbs sampling based multi-scale mixture model for speaker clustering on noisy data. 1-6 - Hong Wei Ng, Thi Ngoc Tho Nguyen:
The 9th annual MLSP competition: Second place. 1-2 - Rui Fa, Basel Abu-Jamous, David Roberts, Asoke K. Nandi:
Enhanced SMART framework for gene clustering using successive processing. 1-6 - Heikki Huttunen
Bayesian error estimation and model selection in sparse logistic regression. 1-6 - Abdenebi Rouigueb, Salim Chitroub, Ahmed Bouridane:
Text-independent MFCCs vectors classification improvement using local ICA. 1-6 - Zhechen Zhu, Asoke Kumar Nandi, Muhammad Waqar Aslam:
Adapted Geometric Semantic Genetic programming for diabetes and breast cancer classification. 1-5 - Shahrzad Shapoori, Wenwu Wang, Saeid Sanei:
A constrained approach for extraction of pre-ictal discharges from scalp EEG. 1-5 - Simo Särkkä, Jouni Hartikainen:
Non-linear noise adaptive Kalman filtering via variational Bayes. 1-6 - Nobutaka Ono, Zbynek Koldovský
The 2013 Signal Separation Evaluation Campaign. 1-6 - Sofia Nikitaki, Grigorios Tsagkatakis
Efficient recalibration via Dynamic Matrix Completion. 1-6 - Julien Marzat, Hélène Piet-Lahanier
Kriging-based estimation of time derivatives via FIR filtering. 1-6 - Amir Adler
Sparse coding with anomaly detection. 1-6 - Guan-Ju Peng
A proximal method for the K-SVD dictionary learning. 1-6 - Nicolas Keriven, Ken O'Hanlon, Mark D. Plumbley
Structured sparsity using backwards elimination for Automatic Music Transcription. 1-6 - Bjørn Sand Jensen, Jens Brehm Nielsen, Jan Larsen
Bounded Gaussian process regression. 1-6 - Patrick A. De Mazière
Inter-document reference detection as an alternative to full text semantic analysis in document clustering. 1-6 - B. Mayurathan, U. A. J. Pinidiyaarachchi, Mahesan Niranjan
Compact codebook design for visual scene recognition by Sequential Input Space Carving. 1-6 - Azam Khalili, Amir Rastegarnia, Saeid Sanei, Wael Bazzi
Cooperation gain in steady-state performance of diffusion adaptive networks with noisy links. 1-5 - Konstantin Markov, Tomoko Matsui:
Music genre classification using Gaussian Process models. 1-6 - Dennis L. Sun, Rahul Mazumder:
Non-negative matrix completion for bandwidth extension: A convex optimization approach. 1-6 - Jarle Bauck Hamar, Doddipatla Rama Sanand
Non-negative durational HMM. 1-6 - Kristoffer Jon Albers
Large scale inference in the Infinite Relational Model: Gibbs sampling is not enough. 1-6 - Joachim Thiemann, Emmanuel Vincent:
An experimental comparison of source separation and beamforming techniques for microphone array signal enhancement. 1-5 - Georgios K. Papageorgiou
Robust kernel-based regression using Orthogonal Matching Pursuit. 1-6 - Yu Zhang, Chris Bingham
Steady-state and transient operation discrimination by Variational Bayesian Gaussian Mixture Models. 1-5 - Minje Kim, Paris Smaragdis:
Single channel source separation using smooth Nonnegative Matrix Factorization with Markov Random Fields. 1-6 - Ali Hassan
Covariate shift approach for invariant texture classification. 1-6 - Qi Lou, Raviv Raich, Forrest Briggs, Xiaoli Z. Fern:
Novelty detection under multi-label multi-instance framework. 1-6 - Denis G. Fantinato, Daniel G. Silva
Blind separation of convolutive mixtures over Galois fields. 1-6 - Xabier Jaureguiberry, Gaël Richard, Pierre Leveau, Romain Hennequin, Emmanuel Vincent:
Introducing a simple fusion framework for audio source separation. 1-6 - Yannick Deville, Alain Deville:
A Quantum-feedforward and classical-feedback separating structure adapted with monodirectional measurements; Blind qubit uncoupling capability and links with ICA. 1-6 - Nathan Drenkow, Philippe Burlina, I-Jeng Wang, Daniel DeMenthon, Craig Carmen:
A practical test set bound for rank learning. 1-6 - Pantelis Bouboulis, E. Theodoridou, Sergios Theodoridis:
Complex support vector machines for quaternary classification. 1-6 - Robert Jenssen:
Mean vector component analysis: A new approach to un-centered PCA for non-negative data. 1-6 - Ofir Lindenbaum, Arie Yeredor, Ran Vitek, Moshe Mishali:
Blind separation of spatially-block-sparse sources from orthogonal mixtures. 1-6 - Hao Shen, Martin Kleinsteuber, Cagdas Bilen, Rémi Gribonval:
A conjugate gradient algorithm for blind sensor calibration in sparse recovery. 1-5 - Hideitsu Hino:
Gaussian multiple kernel learning with entropy power inequality. 1-6 - Daniel Bonilla Licea
A robotic mobility diversity algorithm with Markovian trajectory planners. 1-6 - Florian Yger:
A review of kernels on covariance matrices for BCI applications. 1-6 - Nasser Mohammadiha, Paris Smaragdis, Arne Leijon:
Simultaneous noise classification and reduction using a priori learned models. 1-6 - Amanda de Paula, Cristiano Panazio
Diffusion LMS networks in the presence of noisy nodes: A convergence rate and MSD analysis. 1-6 - Jacqueline Christmas
The effect of missing data on robust Bayesian spectral analysis. 1-6 - Narges Armanfard, James P. Reilly:
Classification based on local feature selection via linear programming. 1-6 - Foad Ghaderi:
Joint spatial and spectral filter estimation for single trial detection of event related potentials. 1-6 - Muhammad Farhan, Antti Larjo, Olli Yli-Harja
Modeling bioprocess scale-up utilizing regularized linear and logistic regression. 1-6 - Bahador Makkiabadi
Blind identification and separation of sources with sparse events. 1-6 - Muhammad Waqar Aslam, Zhechen Zhu, Asoke Kumar Nandi:
Improved comparative partner selection with brood recombination for genetic programming. 1-5 - Kawthar Yasmine Zergat, Abderrahmane Amrouche, Meriem Fedila, Mohamed Debyeche:
Robust Arabic speaker verification system using LSF extracted from the G.729 bitstream. 1-5 - Basel Abu-Jamous, Rui Fa, David Roberts, Asoke K. Nandi:
Method for the identification of the subsets of genes specifically consistently co-expressed in a set of datasets. 1-6 - Adnan Shah
Model-free optimal de-drifting and enhanced detection in fMRI data. 1-6 - Hideitsu Hino, Nima Reyhani:
Supervised covariance selection for linear discriminant analysis. 1-6 - Zhuo Zhang, Sanjeev R. Kulkarni:
Graph-based detection of shilling attacks in recommender systems. 1-6 - Marco A. F. Pimentel, David A. Clifton, Lionel Tarassenko:
Gaussian process clustering for the functional characterisation of vital-sign trajectories. 1-6 - Cécilia Damon
Non-negative Tensor Factorization for single-channel EEG artifact rejection. 1-6 - Waljinder S. Gill, Ian T. Nabney
Inference of helicopter airframe condition. 1-6 - Rasber Dh. Rashid
LBP based on multi wavelet sub-bands feature extraction used for face recognition. 1-6 - Tayyaba Azim
Inducing discrimination in biologically inspired models of visual scene recognition. 1-6 - Ela Koyas, Elif Hocaoglu, Volkan Patoglu
Detection of intention level in response to task difficulty from EEG signals. 1-6 - Yinan Yu, Konstantinos I. Diamantaras
Ridge-adjusted Slack Variable Optimization for supervised classification. 1-6 - Ahmed B. Mahmood, Robert D. Dony, Shawki Areibi:
An adaptive encryption based genetic algorithms for medical images. 1-6 - Yonghong Huang, Forrest Briggs, Raviv Raich, Konstantinos Eftaxias, Zhong Lei:
The Ninth Annual MLSP Data Competition. 1-4 - John Z. F. Pang, Hong Cao, Vincent Y. F. Tan:
MOGT: Oversampling with a parsimonious mixture of Gaussian trees model for imbalanced time-series classification. 1-6 - Vidar Vikjord, Robert Jenssen:
A new information theoretic clustering algorithm using k-nn. 1-6 - Tuomo Sipola
Diffusion map for clustering fMRI spatial maps extracted by independent component analysis. 1-6 - Jaakko Peltonen
Multiplicative update for fast optimization of information retrieval based neighbor embedding. 1-6 - Daniele Barchiesi, Mark D. Plumbley
Learning incoherent subspaces for classification via supervised iterative projections and rotations. 1-6 - Colin O'Reilly, Alexander Gluhak, Muhammad Ali Imran
Online anomaly detection with an incremental centred kernel hypersphere. 1-6 - Ingrid Jafari, Nobutaka Ito, Mehrez Souden, Shoko Araki
Source number estimation based on clustering of speech activity sequences for microphone array processing. 1-6 - Abdelhakim Limem, Gilles Delmaire
Non-negative Matrix Factorization using weighted beta divergence and equality constraints for industrial source apportionment. 1-6 - Keisuke Imoto
Acoustic scene analysis based on latent acoustic topic and event allocation. 1-6 - Sebastian Otte, Christoph Otte, Alexander Schlaefer
OCT A-Scan based lung tumor tissue classification with Bidirectional Long Short Term Memory networks. 1-6 - Gábor Fodor
The Ninth Annual MLSP Competition: First place. 1-2 - H. Irem Türkmen, M. Elif Karsligil
Classification of vocal fold nodules and cysts based on vascular defects of vocal folds. 1-6
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