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mlsplogo MLSP2013
IEEE International Workshop on
Machine Learning for Signal Processing

September 22-25, 2013  Southampton, United Kingdom

Accepted Papers

105 out of 158 papers (66%) were accepted.


Paper Author(s) Title
3 Jen-Tzung Chien, Ying-Lan Chang Hierarchical Theme And Topic Model For Summarization
4 Liyun Gong, Asoke K. Nandi An Enhanced Initialization Method For Non-Negative Matrix Factorization
6 Rui Fa, Basel Abu-Jamous, David J. Roberts, Asoke K. Nandi Enhanced Smart Framework For Gene Clustering Using Successive Processing
8 Daniele Barchiesi, Mark D. Plumbley Learning Incoherent Subspaces For Classification Via Supervised Iterative Projections And Rotations
9 Zhechen Zhu, Asoke K. Nandi, Muhammad Waqar Aslam Robustness Enhancement Of Distribution Based Binary Discriminative Features For Modulation Classification
12 Basel Abu-Jamous, Rui Fa, David J. Roberts, Asoke K. Nandi Method For The Identification Of The Subsets Of Genes Specifically Consistently Co-Expressed In A Set Of Datasets
13 Kento Kadowaki, Shohei Shimizu, Takashi Washio Estimation Of Causal Structures In Longitudinal Data Using Non-Gaussianity
16 Xabier Jaureguiberry, Gaël Richard, Pierre Leveau, Romain Hennequin, Emmanuel Vincent Introducing A Simple Fusion Framework For Audio Source Separation
18 Simo Särkkä, Jouni Hartikainen Non-Linear Noise Adaptive Kalman Filtering Via Variational Bayes
19 P. Bouboulis, E. Theodoridou, S. Theodoridis Complex Support Vector Machines For Quaternary Classification
21 Behnam Babagholami-Mohamadabadi, Amin Jourabloo, Ali Zarghami, Mahdieh Soleymani Baghshah Supervised Dictionary Learning Using Distance Dependent Indian Buffet Process
22 John Zhen Fu Pang, Hong Cao, Vincent Yan Fu Tan Mogt: Oversampling With A Parsimonious Mixture Of Gaussian Trees Model For Imbalanced Time-Series Classification
23 Foad Ghaderi Joint Spatial And Spectral Filter Estimation For Single Trial Detection Of Event Related Potentials
24 Kawthar Yasmine Zergat, Abderrahmane Amrouche, Meriem Fedila, Mohamed Debyeche Robust Arabic Speaker Verification System Using LSF Extracted From The G.729 Bitstream
25 Julien Marzat, Hélène Piet-Lahanier, Eric Walter Kriging-Based Estimation Of Time Derivatives Via Fir Filtering
26 Abdenebi Rouigueb, Salim Chitroub, Ahmed Bouridane Text-Independent Mfccs Vectors Classification Improvement Using Local ICA
27 Hideitsu Hino, Nima Reyhani Supervised Covariance Selection For Linear Discriminant Analysis
29 Wafa Bel Haj Ali, Richard Nock, Frank Nielsen, Michel Barlaud Fast Newton Nearest Neighbors Boosting For Image Classification
33 Sebastian Otte, Christoph Otte, Alexander Schlaefer, Lukas Wittig, Gereon Hüttmann, Daniel Drömann, Andreas Zell Oct A-Scan Based Lung Tumor Tissue Classification With Bidirectional Long Short Term Memory Networks
34 Ali Hassan, Arslan Shaukat Covariate Shift Approach For Invariant Texture Classification
36 Xiao-Feng Gong, Ya-Na Hao, Qiu-Hua Lin Joint Canonical Polyadic Decomposition Of Two Tensors With One Shared Loading Matrix
37 Marco Af Pimentel, David A Clifton, Lionel Tarassenko Gaussian Process Clustering For The Functional Characterisation Of Vital-Sign Trajectories
38 B.G.W. Craenen, A.K. Nandi, T. Ristaniemi A Novel Heuristic Memetic Clustering Algorithm
40 Narges Armanfard, James P. Reilly Classification Based On Local Feature Selection Via Linear Programming
41 Nasser Mohammadiha, Paris Smaragdis, Arne Leijon Simultaneous Noise Classification And Reduction Using A Priori Learned Models
43 Patrick De Mazière, Marc M. Van Hulle Inter-Document Reference Detection As An Alternative To Full Text Semantic Analysis In Document Clustering
44 Zhuo Zhang, Sanjeev R. Kulkarni Graph-Based Detection Of Shilling Attacks In Recommender Systems
46 Yannick Deville, Alain Deville A Quantum-Feedforward And Classical-Feedback Separating Structure Adapted With Monodirectional Measurements; Blind Qubit Uncoupling Capability And Links With ICA
47 Guan-Ju Peng, Wen-Liang Hwang A Proximal Method For The K-SVD Dictionary Learning
48 Hideitsu Hino Gaussian Multiple Kernel Learning With Entropy Power Inequality
52 Keisuke Imoto, Yasunori Ohishi, Hisashi Uematsu Hitoshi Ohmuro Acoustic Scene Analysis Based On Latent Acoustic Topic And Event Allocation
54 Khaled Boukharouba, Pierre Roussel, Gérard Dreyfus, Anne Johannet Flash Flood Forecasting Using Support Vector Regression: An Event Clustering Based Approach
55 H. Irem Turkmen, M. Elif Karsligil, Ismail Kocak Classification Of Vocal Fold Nodules And Cysts Based On Vascular Defects Of Vocal Folds
56 Waljinder S. Gill, Ian T. Nabney, Daniel Wells Inference Of Helicopter Airframe Condition
57 Joachim Thiemann, Emmanuel Vincent An Experimental Comparison Of Source Separation And Beamforming Techniques For Microphone Array Signal Enhancement
58 Rasmus Rothe, Yinan Yu, S.Y. Kung Parameter Design Tradeoff Between Prediction Performance And Training Time For Ridge-SVM
59 Adnan Shah, Abd-Krim Seghouane Model-Free Optimal De-Drifting And Enhanced Detection In FMRI Data
61 Narpendyah W. Ariwardhani, Yurie Iribe, Kouichi Katsurada, Tsuneo Nitta Voice Conversion For Arbitrary Speakers Using Articulatory-Movement To Vocal-Tract Parameter Mapping
62 Robert Jenssen Mean Vector Component Analysis: A New Approach To Un-Centered PCA For Non-Negative Data
63 Jiri Malek, Zbynek Koldovsky, Sharon Gannot, Petr Tichavsky Informed Generalized Sidelobe Canceler Utilizing Sparsity Of Speech Signals
64 Vidar Vikjord, Robert Jenssen A New Information Theoretic Clustering Algorithm Using K-NN
65 Zhechen Zhu, Asoke K. Nandi, Muhammad Waqar Aslam Adapted Geometric Semantic Genetic Programming For Diabetes And Breast Cancer Classification
66 Yu Zhang, Chris Bingham, Michael Gallimore, Jun Chen Steady-State And Transient Operation Discrimination By Variational Bayesian Gaussian Mixture Models
67 Yuyao Zhang, Khalid Idrissi, Christophe Garcia A Dictionary-Learning Sparse Representation Framework For Pose Classification
68 Florian Yger A Review Of Kernels On Covariance Matrices For Bci Applications
69 Bahador Makki Abadi, Saeid Sanei Blind Identification And Separation Of Sources With Sparse Events
72 Daniel Bonilla Licea, Des Mclernon, Mounir Ghogho A Robotic Mobility Diversity Algorithm With Markovian Trajectory Planners
73 Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten Learning Overcomplete Dictionaries Based On Parallel Atom-Updating
74 Jarle Bauck Hamar, Rama San, Doddipatla, Torbjørn Svendsen, Thippur Sreenivas Non-Negative Durational HMM
75 Tayyaba Azim, Mahesan Niranjan Inducing Discrimination In Biologically Inspired Models Of Visual Scene Recognition
77 George Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis Robust Kernel-Based Regression Using Orthogonal Matching Pursuit
78 Nathan Drenkow, Philippe Burlina, I-Jeng Wang, Daniel Dementhon, Craig Carmen A Practical Test Set Bound For Rank Learning
79 Jacqueline Christmas The Effect Of Missing Data On Robust Bayesian Spectral Analysis
80 Yinan Yu, Konstantinos I. Diamantarasb, Tomas Mckelvey, Sun-Yuan Kung Ridge-Adjusted Slack Variable Optimization For Supervised Classification
81 Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid Non-Negative Tensor Factorization For Single-Channel EEG Artifact Rejection
82 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
83 Qi Lou, Raviv Raich, Forrest Briggs, Xiaoli Z. Fern Novelty Detection Under Multi-Label Multi-Instance Framework
85 Sunit Sivasankaran, Kmm Prabhu Statistics Based Features For Unvoiced Sound Classification
87 Heikki Huttunen, Tapio Manninen, Jussi Tohka Bayesian Error Estimation And Model Selection In Sparse Logistic Regression
88 Nobutaka Ono, Zbynek Koldovsky, Shigeki Miyabe, Nobutaka Ito The 2013 Signal Separation Evaluation Campaign
90 Ingrid Jafari, Nobutaka Ito, Mehrez Souden, Shoko Araki, Tomohiro Nakatani Source Number Estimation Based On Clustering Of Speech Activity Sequences For Microphone Array Processing
91 Konstantin Markov, Tomoko Matsui Music Genre Classification Using Gaussian Process Models
92 B. Mayurathan, U. A. J. Pinidiyaarachchi, M. Niranjan Compact Codebook Design For Visual Scene Recognition By Sequential Input Space Carving
94 François-Xavier Dupé, Sandrine Anthoine A Greedy Approach To Sparse Poisson Denoising
95 Sofia Nikitaki, Grigorios Tsagkatakis, Panagiotis Tsakalides Efficient Recalibration Via Dynamic Matrix Completion
96 Luc Le Magoarou, Alexey Ozerov, Ngoc Q. K. Duong Text-Informed Audio Source Separation Using Nonnegative Matrix Partial Co-Factorization
98 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
102 Samaneh Kouchaki, Saeid Sanei Supervised Single Channel Source Separation Of EEG Signals
103 Ofir Lindenbaum, Arie Yeredor, Ran Vitek, Moshe Mishali Blind Separation Of Spatially-Block-Sparse Sources From Orthogonal Mixtures
104 Azam Khalili, Amir Rastegarnia, Saeid Sanei, Wael Bazzi Cooperation Gain In Steady-State Performance Of Diffusion Adaptive Networks With Noisy Links
106 Amir Adler, Michael Elad, Yacov Hel-Or, Ehud Rivlin Sparse Coding With Anomaly Detection
107 Jaakko Peltonen, Ziyuan Lin Multiplicative Update For Fast Optimization Of Information Retrieval Based Neighbor Embedding
110 Colin O'reilly, Alex Gluhak, Muhammad Imran Online Anomaly Detection With An Incremental Centred Kernel Hypersphere
111 Muhammad Waqar Aslam, Zhechen Zhu, Asoke K Nandi Improved Comparative Partner Selection With Brood Recombination For Genetic Programming
113 Naohiro Tawara, Tetsuji Ogawa, Shinji Watanabe, Atsushi Nakamura, Tetsunori Kobayashi Blocked Gibbs Sampling Based Multi-Scale Mixture Model For Speaker Clustering On Noisy Data
114 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
115 Kristoffer Jon Albers, Andreas Leon Aagard Moth, Morten Mørup, Mikkel N. Schmidt Large Scale Inference In The Infinite Relational Model: Gibbs Sampling Is Not Enough
118 Ela Koyas, Elif Hocaoglu, Volkan Patoglu, Mujdat Cetin Detection Of Intention Level In Response To Task Difficulty From EEG Signals
119 Muhammad Farhan, Antti Larjo, Olli Yli-Harja, Tommi Aho Modeling Bioprocess Scale-Up Utilizing Regularized Linear And Logistic Regression
122 Denis G. Fantinato, Daniel G. Silva, Everton Z. Nadalin, Aline Neves, Jugurta Montalvão, Romis Attux, João M. T. Romano Blind Separation Of Convolutive Mixtures Over Galois Fields
123 Minje Kim, Paris Smaragdis Single Channel Source Separation Using Smooth Nonnegative Matrix Factorization With Markov Random Fields
124 Ye Zhang, Haolong Wang, Wenwu Wang, Saeid Sanei K-Plane Clustering Algorithm For Analysis Dictionary Learning
125 Rasber D. Rashid, Sabah A. Jassim, Harin Sellahewa Lbp Based On Multi Wavelet Sub-Bands Feature Extraction Used For Face Recognition
130 Pedro Morgado, Margarida Silveira, Durval Campos Costa, Alzheimer's Disease Neuroimaging Initiative Texton Based Diagnosis Of Alzheimer's Disease
131 Hao Shen, Martin Kleinsteuber, Cagdas Bilen, Remi Gribonval A Conjugate Gradient Algorithm For Blind Sensor Calibration In Sparse Recovery
132 Stanislaw Gorlow, Sylvain March, Informed Separation Of Spatial Images Of Stereo Music Recordings Using Second-Order Statistics
133 Bjørn S. Jensen, Jens B. Nielsen, Jan Larsen Bounded Gaussian Process Regression
134 Ken O'hanlon, Nicolas Keriven, Mark D. Plumbley Structured Sparsity Using Backwards Elimination For Automatic Music Transcription
136 Amanda De Paula, Cristiano Panazio Diffusion LMS Networks In The Presence Of Noisy Nodes: A Convergence Rate And MSD Analysis
137 Michael Riis Andersen, Sofie Therese Hansen, Lars Kai Hansen Learning The Solution Sparsity Of An Ill-Posed Linear Inverse Problem With The Variational Garrote
138 Ahmed Mahmood, Robert Dony, Shawki Areibi Using Adaptive Encryption Based Genetic Algorithms For Medical Images
142 Samaneh Kouchaki, Saeid Sanei Tensor Based Singular Spectrum Analysis For Nonstationary Source Separation
144 Nastaran Ghadar, Xikang Zhang, Kang Li, Guillaume Thibault, Alireza Bayesteh, Izhak Shafran, Deniz Erdogmus, Kris Coleman, Kathleen A. Grant Visual Hull Reconstruction For Automated Primate Behavior Observation
146 Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi Diffusions MAP For Clustering FMRI Spatial MAP Extracted By Independent Component Analysis
148 Dennis L. Sun, Rahul Mazumder Non-Negative Matrix Completion For Bandwidth Extension: A Convex Optimization Approach
149 Allou Samé, Hani El Assaad, Patrice Aknin State-Space Modeling Of A Sequence Of Curves. Application To The Condition Monitoring Of Railway Switches
150 Jason A. Palmer, Ken Kreutz-Delgado, Scott Makeig The Linear Process Mixture Model
151 Hamed Azami, Milad Azarbad, Saeid Sanei Segmentation Of Medical Images Based On Hierarchical Evolutionary And Bee Algorithms
153 Jack Harris, Bertrand, Rivet, Syed Mohsen Naqvi, Jonathon A. Chambers, Christian Jutten Video-Informed Approach For Enhancing Audio Source Separation Through Noise Source Suppression
158 Bahador Makki Abadi, Saeid Sanei Orthogonal Segmented Model For Underdetermined Blind Identification And Separation Of Sources With Sparse Events
159 Shahrzad Shapoori, Wenwu Wang, Saeid Sanei A Constrained Approach For Extraction Of Pre-Ictal Discharges From Scalp EEG
160 Yonghong Huang Forrest Briggs, Raviv Raich, Konstantinos Eftaxias, Zhong Lei The 9th Annual MLSP Competition
161 Gábor Fodor The 9th Annual MLSP Competition: First Place
162 Hong Wei Ng, Thi Ngoc Tho Nguyen The 9th Annual MLSP Competition: Second Place
164 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
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