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ORCIDMLSP 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, Saeid Sanei:
Orthogonal segmented model for underdetermined blind identification and separation of sources with sparse events. 1-6 - Sergio Martin del Campo, Kim Albertsson, Joakim Nilsson, Jens Eliasson, Fredrik Sandin:
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, Kang Li, Deniz Erdogmus, Guillaume Thibault, Alireza Bayestehtashk, Izhak Shafran, Kris Coleman, Kathleen A. Grant:
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, 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:
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment. 1-8 - Samaneh Kouchaki, Saeid Sanei:
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, Lars Kai 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, Anne Johannet:
Flash flood forecasting using Support Vector Regression: An event clustering based approach. 1-6 - Kento Kadowaki, Shohei Shimizu, Takashi Washio:
Estimation of causal structures in longitudinal data using non-Gaussianity. 1-6 - Jen-Tzung Chien, Ying-Lan Chang:
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, Jonathon A. Chambers, Christian Jutten:
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, Margarida Silveira, Durval Campos Costa:
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, Sharon Gannot, Petr Tichavský:
Informed generalized sidelobe canceler utilizing sparsity of speech signals. 1-6 - Naohiro Tawara, Tetsuji Ogawa, Shinji Watanabe, Atsushi Nakamura, Tetsunori Kobayashi:
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, Tapio Manninen, Jussi Tohka:
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, Shigeki Miyabe, Nobutaka Ito:
The 2013 Signal Separation Evaluation Campaign. 1-6 - Sofia Nikitaki, Grigorios Tsagkatakis, Panagiotis Tsakalides:
Efficient recalibration via Dynamic Matrix Completion. 1-6 - Julien Marzat, Hélène Piet-Lahanier, Eric Walter:
Kriging-based estimation of time derivatives via FIR filtering. 1-6 - Amir Adler, Michael Elad, Yacov Hel-Or, Ehud Rivlin:
Sparse coding with anomaly detection. 1-6 - Guan-Ju Peng, Wen-Liang Hwang:
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, Marc M. Van Hulle:
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, Torbjørn Svendsen, Thippur Sreenivas:
Non-negative durational HMM. 1-6 - Kristoffer Jon Albers, Andreas Leon Aagaard Moth, Morten Mørup, Mikkel N. Schmidt:
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, Pantelis Bouboulis, Sergios Theodoridis:
Robust kernel-based regression using Orthogonal Matching Pursuit. 1-6 - Yu Zhang, Chris Bingham, Michael Gallimore, Jun Chen:
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, Arslan Shaukat:
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, Everton Z. Nadalin, Romis Attux, João M. T. Romano, Aline Neves, Jugurta R. Montalvão Filho:
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, Desmond C. McLernon, Mounir Ghogho:
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, Tommi Aho:
Modeling bioprocess scale-up utilizing regularized linear and logistic regression. 1-6 - Bahador Makkiabadi, Saeid Sanei:
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, Abd-Krim Seghouane:
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, Antoine Liutkus, Alexandre Gramfort, Slim Essid:
Non-negative Tensor Factorization for single-channel EEG artifact rejection. 1-6 - Waljinder S. Gill, Ian T. Nabney, Daniel Wells:
Inference of helicopter airframe condition. 1-6 - Rasber Dh. Rashid, Sabah A. Jassim, Harin Sellahewa:
LBP based on multi wavelet sub-bands feature extraction used for face recognition. 1-6 - Tayyaba Azim, Mahesan Niranjan:
Inducing discrimination in biologically inspired models of visual scene recognition. 1-6 - Ela Koyas, Elif Hocaoglu, Volkan Patoglu, Müjdat Çetin:
Detection of intention level in response to task difficulty from EEG signals. 1-6 - Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung:
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, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi:
Diffusion map for clustering fMRI spatial maps extracted by independent component analysis. 1-6 - Jaakko Peltonen, Ziyuan Lin:
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, Tomohiro Nakatani:
Source number estimation based on clustering of speech activity sequences for microphone array processing. 1-6 - Abdelhakim Limem, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Dominique Courcot:
Non-negative Matrix Factorization using weighted beta divergence and equality constraints for industrial source apportionment. 1-6 - Keisuke Imoto, Yasunori Ohishi, Hisashi Uematsu, Hitoshi Ohmuro:
Acoustic scene analysis based on latent acoustic topic and event allocation. 1-6 - Sebastian Otte, Christoph Otte, Alexander Schlaefer, Lukas Wittig, Gereon Hüttmann, Daniel Drömann, A. Zeli:
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, Ismail Kocak:
Classification of vocal fold nodules and cysts based on vascular defects of vocal folds. 1-6
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