Accepted Papers

108 out of 195 papers (55%) were accepted.


Paper Author(s) Title
7 David J. Miller, Fatih Kocak, George Kesidis Sequential Anomaly Detection In A Batch With Growing Number Of Tests: Application To Network Intrusion Detection
8 Mehmet A. Donmez, Huseyin Ozkan, Suleyman S. Kozat Transient Analysis Of Convexly Constrained Mixture Methods
9 Waljinder S. Gill, Ian T. Nabney, Daniel Wells Helicopter Vibration Sensor Selection Using Data Visualisation
13 Magne H. Johnsen, Alfonso Canterla Joint Feature And Model Training For Minimum Detection Errors Applied To Speech Subword Detection
18 Fabien Lauer, Van Luong Le, Gérard Bloch Learning Smooth Models Of Nonsmooth Functions Via Convex Optimization
20 Gonzalo Mateos, Georgios B. Giannakis Steady-State Performance Analysis Of The Distributed RLS Algorithm
22 Jen-Tzung Chien, Chuang-Hua Chueh Latent Dirichlet Learning For Hierarchical Segmentation
25 Mehmet A. Donmez, Sait Tunc, Suleyman S. Kozat Optimal Portfolios Under Transaction Costs In Discrete Time Markets
31 Álvaro Gonzalo-Ayuso, Magno T.M. Silva, Vítor H. Nascimento, Jerónimo Arenas-García Improving Sparse Echo Cancellation Via Convex Combination Of Two NLMS Filters With Different Lengths
32 Luis Weruaga Redundant Time-Frequency Marginals For Chirplet Decomposition
35 Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti, Andrea Paoloni, Giovanni Saggio Single-Sided Objective Speech Intelligibility Assessment Based On Sparse Signal Representation
38 Lingyan Sheng, Antonio Ortega A Novel Adaptive Nyström Approximation
39 Zaid J. Towfic, Jianshu Chen, Ali H. Sayed On The Generalization Ability Of Distributed Online Learners
44 Saideh Ferdowsi, Vahid Abolghasemi, Saeid Sanei Blind Separation Of Ballistocardiogram From EEG Via Short And Long-Term Linear Prediction Filtering
51 Rui Fa, Asoke K Nandi Kernel-Based Parametric Validity Index For Assessing Clusters From Microarray Gene Expression Data
53 Amin Abdel Khalek, Constantine Caramanis, Robert W. Heath Jr. Online Learning For Quality-Driven Unequal Protection Of Scalable Video
55 Mehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani Distributed Microphone Array Processing For Speech Source Separation With Classifier Fusion
56 Jinyu Han, Gautham J. Mysore, Bryan Pardo Language Informed Bandwidth Expansion
58 Antoine Deleforge, Radu Horaud 2D Sound-Source Localization On The Binaural Manifold
59 David Ramírez, Peter J. Schreier, Javier Vía, Ignacio Santamaría GLRT For Testing Separability Of A Complex-Valued Mixture Based On The Strong Uncorrelating Transform
60 V. Laparra, D. Tuia, S. Jiménez, G. Camps-Valls, J. Malo Nonlinear Data Description With Principal Polynomial Analysis
62 Basel Abu-Jamous, Rui Fa, David J. Roberts, Asoke K. Nandi Comprehensive Analysis Of Multiple Microarray Datasets By Binarization Of Consensus Partition Matrix
64 Fengyu Cong, Guoxu Zhou, Qibin Zhao, Qiang Wu, Asoke K. Nandi, Tapani Ristaniemi, Andrzej Cichocki Sequential Nonnegative Tucker Decomposion On Multi-Way Array Of Time-Frequency Transformed Event-Related Potentials
65 Blanca Florentino-Liaño, Niamh O'mahony, Antonio Artés-Rodríguez Long Term Human Activity Recognition With Automatic Orientation Estimation
67 Pedro A. Rodriguez, Vince D. Calhoun, Tulay Adali Complex-Valued Analysis And Visualization Of FMRI Data For Event-Related And Block-Design Paradigms
68 Lev Faivishevsky, Jacob Goldberger Unsupervised Feature Selection Based On Non-Parametric Mutual Information
69 Antonio Soriano, Luis Vergara, Gonzalo Safont, Adisson Salazar On Comparing Hard And Soft Fusion Of Dependent Detectors
70 Robert Piche, Simo Särkkä, Jouni Hartikainen Recursive Outlier-Robust Filtering And Smoothing For Nonlinear Systems Using The Multivariate Student-T Distribution
71 Cristian Rusu Fast Design Of Efficient Dictionaries For Sparse Representations
72 Robin J. Evans Graphical Methods For Inequality Constraints In Marginalized Dags
73 Jaakko Peltonen, Konstantinos Georgatzis Efficient Optimization For Data Visualization As An Information Retrieval Task
75 Ismail Ari, A. Taylan Cemgil, Lale Akarun Probabilistic Interpolative Decomposition
77 Umut Simsekli, Ali Taylan Cemgil Markov Chain Monte Carlo Inference For Probabilistic Latent Tensor Factorization
79 Thomas Buchgraber, Dmitriy Shutin Distributed Variational Sparse Bayesian Learning For Sensor Networks
80 Grigorios Tsagkatakis, Panagiotis Tsakalides Efficient High Dynamic Range Imaging Via Matrix Completion
81 María Eugenia Dajer, Paulo Rogério Scalassara, Jamille L. Marrara, José Carlos Pereira Voice Analysis Of Patients With Neurological Disorders Using Acoustical And Nonlinear Tools
85 Sebastian Tschiatschek, Nikolaus Mutsam, Franz Pernkopf Handling Missing Features In Maximum Margin Bayesian Network Classifiers
87 Dmitriy Shutin, Thomas Buchgraber Trading Approximation Quality Versus Sparsity Within Incremental Automatic Relevance Determination Frameworks
88 Felix Bießmann, Jens-Michalis Papaioannou, Andreas Harth, Matthias L. Jugel, Klaus-Robert Müller, Mikio Braun Quantifying Spatiotemporal Dynamics Of Twitter Replies To News Feeds
89 Carlos Renjifo, Craig Carmen The Discounted Cumulative Margin Penalty: Rank-Learning With A List-Wise Loss And Pair-Wise Margins
91 Esra Ataer-Cansizoglu, Sheng You, Jayashree Kalpathy-Cramer, Katie Keck, Michael F. Chiang, Deniz Erdogmus Observer And Feature Analysis On Diagnosis Of Retinopathy Of Prematurity
93 Raul Martinez-Noriega, Aline Roumy, Gilles Blanchard Exemplar-Based Image Inpainting: Fast Priority And Coherent Nearest Neighbor Search
94 Abhishek Singh, Narendra Ahuja, Pierre Moulin Online Learning With Kernels: Overcoming The Growing Sum Problem
95 Jens Brehm Nielsen, Bjørn S, Jensen, Jan Larsen Pseudo Inputs For Pairwise Learning With Gaussian Processes
96 Michael Pekala, Ashley Llorens, I-Jeng Wang Local Distance Metric Learning For Efficient Conformal Predictors
97 Jonas N. Myhre, Robert Jenssen Mixture Weight Influence On Kernel Entropy Component Analysis And Semi-Supervised Learning Using The Lasso
98 Po-Sen Huang, Mark Hasegawa-Johnson, Wotao Yin, Thomas S. Huang Opportunistic Sensing: Unattended Acoustic Sensor Selection Using Crowdsourcing Models
101 Pierre-Olivier Amblard, Rémy Vincent, Olivier Michel, Cédric Richard Kernelizing Geweke's Measures Of Granger Causality
102 Zhuo Zhang, Paul Cuff, Sanjeev Kulkarni Iterative Collaborative Filtering For Recommender Systems With Sparse Data
103 Janne Mathias Hahne, Hubertus Rehbaum, Felix Biessmann, Frank C. Meinecke, Klaus-Robert Müller , Ning Jiang, Dario Farina, Lucas C. Parra Simultaneous And Proportional Control Of 2D Wrist Movements With Myoelectric Signals
106 Ke Sun, Eric Bruno, Stéphane Marchand-Maillet Stochastic Unfolding
109 Marco Loog Nearest Neighbor-Based Importance Weighting
110 Luis Gómez-Chova, Gustavo Camps-Valls Learning With The Kernel Signal To Noise Ratio
111 Luis Salamanca, Juan José Murillo-Fuentes, Pablo M. Olmos, Fernando Pérez-Cruz Tree-Structured Expectation Propagation For LDPC Decoding Over The AWGN Channel
112 Tea Marasovic, Vladan Papic Accelerometer Based Gesture Recognition System Using Distance Metric Learning For Nearest Neighbour Classification
113 Emma Izquierdo-Verdiguier, Jerónimo Arenas-García, Sergio Muñoz-Romero, Luis Gómez-Chova, Gustavo Camps-Valls Semisupervised Kernel Orthonormalized Partial Least Squares
114 Konstantin Markov, Tomoko Matsui Nonnegative Matrix Factorization Based Self-Taught Learning With Application To Music Genre Classification
115 Laurens Van Der Maaten, Kilian Weinberger Stochastic Triplet Embedding
118 Sandra Monzón, Tom Trigano, David Luengo, Antonio Artés-Rodríguez Sparse Spectral Analysis Of Atrial Fibrillation Electrograms
120 Panagiotis Sidiropoulos, Vasileios Mezaris, Ioannis Kompatsiaris Differential Edit Distance As A Countermeasure To Video Scene Ambiguity
121 Yoshikazu Washizawa, Seiji Hotta Mahalanobis Distance On Grassmann Manifold And Its Application To Brain Signal Processing
122 Tommy S. Alstrøm, Bjørn S. Jensen, Mikkel N. Schmidt, Natalie V. Kostesha, Jan Larsen Haussdorff And Hellinger For Colorimetric Sensor Array Classification
124 Gabriel Nallathambi, José C. Principe, Choudur Lakshminarayan Ultra Low Power Automaton For Heartbeat Classification Based On Integrate And Fire Sampler.
125 Florian Maire, Sidonie Lefebvre, Randal Douc, Eric Moulines An Online Learning Algorithm For Mixture Models Of Deformable Templates
126 Brian King, Cédric Févotte, Paris Smaragdis Optimal Cost Function And Magnitude Power For Nmf-Based Speech Separation And Music Interpolation
127 Ciprian Doru Giurcaneanu, Panu Luosto, Petri Kontkanen On The Performance Of Histogram-Based Entropy Estimators
129 Yinan Yu, Tomas Mckelvey A Subspace Learning Algorithm For Microwave Scattering Signal Classification With Application To Wood Quality Assessment
131 Bekir Dizdaroğ, Lu, Esra Ataer-Cansizoglu, Jayashree Kalpathy-Cramer, Katie Keck, Michael F. Chiang, Deniz Erdogmus Level Sets For Retinal Vasculature Segmentation Using Seeds From Ridges And Edges From Phase MAPs
132 P. Chainais Towards Dictionary Learning From Images With Non Gaussian Noise
133 Shang Shang, Sanjeev R. Kulkarni, Paul W. Cuff, Pan Hui A Random Walk Based Model Incorporating Social Information For Recommendations
135 Mamadou Mboup Neural Spike Detection And Localisation Via Volterra Filtering
136 Seniha Esen Yuksel, Jeremy Bolton, Paul Gader Landmine Detection With Multiple Instance Hidden Markov Models
137 Andre Lourenco, Hugo Silva, Ana Fred Ecg-Based Biometrics: A Real Time Classification Approach
138 Georgios Arvanitidis, Anastasios Tefas Exploiting Graph Embedding In Support Vector Machines
141 Martin Dimitrievski, Zoran Ivanovski Fusion Of Local Degradation Features For No-Reference Video Quality Assessment
146 Emre Yilmaz, Jort F. Gemmeke, Dirk Van Compernolle, Hugo Van Hamme Noise-Robust Digit Recognition With Exemplar-Based Sparse Representations Of Variable Length
147 Kasper Winther Andersen, Morten Mørup, Hartwig Siebner, Kristoffer H Madsen, Lars Kai Hansen Identifying Modular Relations In Complex Brain Networks
149 Sandra Rousseau, Christian Jutten, Marco Congedo Designing Spatial Filters Based On Neuroscience Theories To Improve Error-Related Potential Classification
151 Daniel G. Silva, Everton Z. Nadalin, Jugurta Montalvão, Romis Attux A Modified Version Of The Mexico Algorithm For Performing ICA Over Galois Fields
155 Robert Dürichen, Tobias Wissel, Achim Schweikard Prediction Of Respiratory Motion Using Wavelet Based Support Vector Regression
156 S.Y. Kung, Pei-Yuan Wu Perturbation Regulated Kernel Regressors For Supervised Machine Learning
158 Juraj Palfy, Jiri Pospichal Pattern Search In Dysfluent Speech
161 David Kofoed Wind, Morten Mørup Link Prediction In Weighted Networks
162 C.Grozea, D.Luebke, F.Dingeldey, M.Schiewe, J.Gerhardt, C. Schumann, J. Hirsch ESWT - Tracking Organs During Focused Ultrasound Surgery
163 Tue Herlau, Morten Mørup, Mikkel N. Schmidt, Lars Kai Hansen Modelling Dense Relational Data
164 Rui Braz, António M. G. Pinheiro, J. Moutinho, Mário Freire, Manuela Pereira Breast Ultrasound Images Gland Segmentation
166 Steven Van Vaerenbergh, Ignacio Santamaria, Miguel Lazaro-Gredilla Estimation Of The Forgetting Factor In Kernel Recursive Least Squares
167 Hamdi Jenzri, Hichem Frigui, Paul Gader Context Dependent Spectral Unmixing
168 Nastaran Ghadarghadar, Esra Ataer-Cansizoglu, Peng Zhang, Deniz Erdogmus A Sift-Point Distribution-Based Method For Head Pose Estimation
170 Ibrahim Onaran, N. Firat Ince, Aviva Abosch, A. Enis Cetin Extraction Of Sparse Spatial Filters Using Oscillating Search
174 Zineb Noumir, Paul Honeine, Cédric Richard Kernels For Time Series Of Exponential Decay/growth Processes
177 Minje Kim, Paris Smaragdis, Glenn G. Ko, Rob A. Rutenbar Stereophonic Spectrogram Segmentation Using Markov Random Fields
180 Abd-Krim Seghouane, Muhammad Usman Khalid Hierarchical Sparse Brain Network Estimation
182 Abd-Krim Seghouane, Muhammad Hanif A Kullback-Leibler Divergence Approach For Wavelet-Based Blind Image Deconvolution
184 Rakesh Chalasani, Jose C. Principe Temporal Context In Object Recognition
185 Gaole Jin, Raviv Raich On Surrogate Supervision Multiview Learning
187 Darío García-García, Raúl Santos-Rodríguez, Emilio Parrado-Hernández Classifier-Based Affinities For Clustering Sets Of Vectors
191 Umut Orhan, Ang Li, Deniz Erdogmus Online Regularized Discriminant Analysis
192 Nicholas Vretos, Anastasios Tefas, Ioannis Pitas Facial Expression Recognition With Robust Covariance Estimation And Support Vector Machines
193 Sheng You, Esra Ataer-Cansizoglu, Deniz Erdogmus, Michael Massey, Nathan Shapiro Microvascular Blood Flow Estimation In Sublingual Microcirculation Videos Based On A Principal Curve Tracing Algorithm
195 Peng Zhang, Esra Ataer-Cansizoglu, Deniz Erdogmus Local Linear Approximation Of Principal Curve Projections
197 Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Deniz Erdogmus Constrained Spectral Clustering For Image Segmentation
199 Yonghong Huang, Kenneth Hild, Misha Pavel, Santosh Mathan, Deniz Erdogmus Neural Correlates Of Visual Perception In Rapid Serial Visual Presentation Paradigms
201 Jesús Fernández-Bes, Luiz A. Azpicueta-Ruiz, Magno T. M. Silva, Jerónimo Arenas-García A Novel Scheme For Diffusion Networks With Least-Squares Adaptive Combiners
202 C. Spampinato, S. Palazzo Hidden Markov Models For Detecting Anomalous Fish Trajectories In Underwater Footage
203 Ken Montanez, Weifeng Liu, Vince D. Calhoun, Catherine Huang, Kenneth E. Hild Ii The Eight Annual MLSP Competition: Overview
204 Heikki Huttunen, Timo Erkkila, Pekka Ruusuvuori, Tapio Manninen The Eight Annual MLSP Competition: Second Pace Team
205 Ankit Gupta, Shashwat Mishra, Amitabha Mukerjee The Eighth Annual MLSP Competition: First Place Team