Search results for "MLSP"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Asger Heidemann Andersen, Esther Schoenmaker, Steven van de Par	Speech intelligibility prediction as a classification problem.	MLSP	2016	DBLP DOI BibTeX RDF
1	Yanick X. Lukic, Carlo Vogt, Oliver Durr, Thilo Stadelmann	Speaker identification and clustering using convolutional neural networks.	MLSP	2016	DBLP DOI BibTeX RDF
1	Ryan Turner	A model explanation system.	MLSP	2016	DBLP DOI BibTeX RDF
1	Carlos A. Loza, José C. Príncipe	A robust maximum correntropy criterion for dictionary learning.	MLSP	2016	DBLP DOI BibTeX RDF
1	Toshiyuki Kato, Hideitsu Hino, Noboru Murata	Doubly sparse structure in image super resolution.	MLSP	2016	DBLP DOI BibTeX RDF
1	Zhe Chen 0001, Scott W. Linderman, Matthew A. Wilson	Bayesian nonparametric methods for discovering latent structures of rat hippocampal ensemble spikes.	MLSP	2016	DBLP DOI BibTeX RDF
1	Che-Wei Huang, Shrikanth S. Narayanan	Flow of Renyi information in deep neural networks.	MLSP	2016	DBLP DOI BibTeX RDF
1	Stavros Ntalampiras	Automatic analysis of audiostreams in the concept drift environment.	MLSP	2016	DBLP DOI BibTeX RDF
1	Shareef Babu Kalluri, Ashwin Vijayakumar, Deepu Vijayasenan, Rita Singh	Estimating multiple physical parameters from speech data.	MLSP	2016	DBLP DOI BibTeX RDF
1	Manuel Montoya-Catala, Ricardo F. Alvear-Sandoval, Aníbal R. Figueiras-Vidal	Experiments in combining boosting and deep stacked networks.	MLSP	2016	DBLP DOI BibTeX RDF
1	Oren Barkan, Noam Koenigstein	ITEM2VEC: Neural item embedding for collaborative filtering.	MLSP	2016	DBLP DOI BibTeX RDF
1	Ugo Marchand, Geoffroy Peeters	Scale and shift invariant time/frequency representation using auditory statistics: Application to rhythm description.	MLSP	2016	DBLP DOI BibTeX RDF
1	Muhammad Muneeb Saleem, John H. L. Hansen	A discriminative unsupervised method for speaker recognition using deep learning.	MLSP	2016	DBLP DOI BibTeX RDF
1	Alan Joseph Bekker, Irit Opher, Itsik Lapidot, Jacob Goldberger	Intra-cluster training strategy for deep learning with applications to language identification.	MLSP	2016	DBLP DOI BibTeX RDF
1	Kamil Adiloglu, Graham Coleman, Hendrik Kayser, Volker Hohmann	Online estimation of inter-channel phase differences using non-negative matrix factorization.	MLSP	2016	DBLP DOI BibTeX RDF
1	Marzieh Haghighi, Mohammad Moghadamfalahi, Hooman Nezamfar, Murat Akçakaya, Deniz Erdogmus	Toward a brain interface for tracking attended auditory sources.	MLSP	2016	DBLP DOI BibTeX RDF
1	Saadullah Amin, Awais Mehmood Kamboh	A robust approach towards epileptic seizure detection.	MLSP	2016	DBLP DOI BibTeX RDF
1	Fakheredine Keyrouz	A novel robotic sound localization and separation using non-causal filtering and Bayesian fusion.	MLSP	2016	DBLP DOI BibTeX RDF
1	Ahmed Selloum, Shahram Hosseini, Yannick Deville, Thierry Contini	Mixing model in slitless spectroscopy and resulting blind methods for separating galaxy spectra.	MLSP	2016	DBLP DOI BibTeX RDF
1	Paolo Di Lorenzo, Simone Scardapane	Parallel and distributed training of neural networks via successive convex approximation.	MLSP	2016	DBLP DOI BibTeX RDF
1	Eren Babatas, Alper T. Erdogan	Sparse bounded component analysis.	MLSP	2016	DBLP DOI BibTeX RDF
1	Fatima Zohra Benhalouche, Yannick Deville, Moussa Sofiane Karoui, Abdelaziz Ouamri	Hyperspectral endmember spectra extraction based on constrained linear-quadratic matrix factorization using a projected gradient method.	MLSP	2016	DBLP DOI BibTeX RDF
1	Ryan M. Corey, Andrew C. Singer	A hypothesis testing approach for real-time multichannel speech separation using time-frequency masks.	MLSP	2016	DBLP DOI BibTeX RDF
1	Maneesh Sahani, Gergo Bohner, Arne Meyer	Score-matching estimators for continuous-time point-process regression models.	MLSP	2016	DBLP DOI BibTeX RDF
1	Oren Barkan, Amir Averbuch	Robust mixture models for anomaly detection.	MLSP	2016	DBLP DOI BibTeX RDF
1	Koichi Shirahata, Yasumoto Tomita, Atsushi Ike	Memory reduction method for deep neural network training.	MLSP	2016	DBLP DOI BibTeX RDF
1	Santosh Tirunagari, Simon C. Bull, Norman Poh	Automatic classification of irregularly sampled time series with unequal lengths: A case study on estimated glomerular filtration rate.	MLSP	2016	DBLP DOI BibTeX RDF
1	Jakub Prüher, Simo Särkkä	On the use of gradient information in Gaussian process quadratures.	MLSP	2016	DBLP DOI BibTeX RDF
1	Elena Ivannikova, Anna V. Kononova, Timo Hämäläinen 0002	Probabilistic group dependence approach for discovering overlapping clusters.	MLSP	2016	DBLP DOI BibTeX RDF
1	Rita Singh	Mereological algebras as mechanisms for reasoning about sounds.	MLSP	2016	DBLP DOI BibTeX RDF
1	Michele Donini, João M. Monteiro, Massimiliano Pontil, John Shawe-Taylor, Janaina Mourão Miranda	A multimodal multiple kernel learning approach to Alzheimer's disease detection.	MLSP	2016	DBLP DOI BibTeX RDF
1	Giovanni Chierchia, Nelly Pustelnik, Jean-Christophe Pesquet	Random primal-dual proximal iterations for sparse multiclass SVM.	MLSP	2016	DBLP DOI BibTeX RDF
1	Jen-Tzung Chien, Pei-Wen Huang	Variance reduction for optimization in speech recognition.	MLSP	2016	DBLP DOI BibTeX RDF
1	Youngjune Gwon, Miriam Cha, William M. Campbell, H. T. Kung 0001, Charlie K. Dagli	Sparse-coded net model and applications.	MLSP	2016	DBLP DOI BibTeX RDF
1	Andreas Kitzig, Edwin Naroska, Gudrun Stockmanns, Reinhard Viga, Anton Grabmaier	A novel approach to creating artificial training and test data for an HMM based posture recognition system.	MLSP	2016	DBLP DOI BibTeX RDF
1	Francesco A. N. Palmieri, Aurelio Uncini, Kostas I. Diamantaras, Jan Larsen (eds.)	26th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2016, Vietri sul Mare, Salerno, Italy, September 13-16, 2016	MLSP	2016	DBLP BibTeX RDF
1	Flavio Camarrone, Marc M. Van Hulle	Fully Bayesian tensor-based regression.	MLSP	2016	DBLP DOI BibTeX RDF
1	Oren Barkan, Jonathan Weill, Amir Averbuch	Gaussian process regression for out-of-sample extension.	MLSP	2016	DBLP DOI BibTeX RDF
1	Philip H. Jørgensen, Morten Mørup, Mikkel N. Schmidt, Tue Herlau	Bayesian latent feature modeling for modeling bipartite networks with overlapping groups.	MLSP	2016	DBLP DOI BibTeX RDF
1	Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung	Enhanced distance subset approximation using class-specific subspace kernel representation for kernel approximation.	MLSP	2016	DBLP DOI BibTeX RDF
1	Yulia Dodonova, Sergey Korolev, Anna Tkachev, Dmitry Petrov, Leonid Zhukov, Mikhail Belyaev	Classification of structural brain networks based on information divergence of graph spectra.	MLSP	2016	DBLP DOI BibTeX RDF
1	Aldo Mora-Sánchez, Antoine Gaume, Gérard Dreyfus, François-Benoît Vialatte	A cognitive brain-computer interface prototype for the continuous monitoring of visual working memory load.	MLSP	2015	DBLP DOI BibTeX RDF
1	Gianluigi Pillonetto	Identification of hybrid systems using stable spline kernels.	MLSP	2015	DBLP DOI BibTeX RDF
1	Chao-Hui Huang	Semi-supervised color decomposition for histopathological images using exclusive component analysis.	MLSP	2015	DBLP DOI BibTeX RDF
1	Duo Chen, Suiren Wan, Forrest Sheng Bao	Epileptic focus localization using EEG based on discrete wavelet transform through full-level decomposition.	MLSP	2015	DBLP DOI BibTeX RDF
1	Mihai Cucuringu, Joseph Woodworth	Ordinal embedding of unweighted kNN graphs via synchronization.	MLSP	2015	DBLP DOI BibTeX RDF
1	Fatemeh Azmandian, David R. Kaeli, Jennifer G. Dy, Javed A. Aslam	Securing virtual execution environments through machine learning-based intrusion detection.	MLSP	2015	DBLP DOI BibTeX RDF
1	Ruizhe Li 0002, Constantine Kotropoulos, Chang-Tsun Li, Yu Guan	Random subspace method for source camera identification.	MLSP	2015	DBLP DOI BibTeX RDF
1	Cristina Soguero-Ruíz, Robert Jenssen	Kernel covariance series smoothing.	MLSP	2015	DBLP DOI BibTeX RDF
1	José Francisco Ruiz-Muñoz, Zeyu You, Raviv Raich, Xiaoli Z. Fern	Dictionary extraction from a collection of spectrograms for bioacoustics monitoring.	MLSP	2015	DBLP DOI BibTeX RDF
1	Sadaf Monajemi, Saeid Sanei, Sim Heng Ong, Ali H. Sayed	Adaptive regularized diffusion adaptation over multitask networks.	MLSP	2015	DBLP DOI BibTeX RDF
1	Antonio Jesús Díaz-Honrubia, Johan De Praeter, Sebastiaan Van Leuven, Jan De Cock, José Luis Martínez 0001, Pedro Cuenca 0001	Using Bayesian classifiers for low complexity multiview H.264/AVC and HEVC hybrid architecture.	MLSP	2015	DBLP DOI BibTeX RDF
1	Mohammad Moghadamfalahi, Jamshid Sourati, Murat Akçakaya, Hooman Nezamfar, Marzieh Haghighi, Deniz Erdogmus	Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interface.	MLSP	2015	DBLP DOI BibTeX RDF
1	Andrea Cogliati, Zhiyao Duan, Brendt Wohlberg	Piano music transcription with fast convolutional sparse coding.	MLSP	2015	DBLP DOI BibTeX RDF
1	N. Denizcan Vanli, Muhammed O. Sayin, Ibrahim Delibalta, Suleyman Serdar Kozat	Universal online prediction via order preserving patterns.	MLSP	2015	DBLP DOI BibTeX RDF
1	Mostafa Rahmani, George K. Atia	Randomized robust subspace recovery for big data.	MLSP	2015	DBLP DOI BibTeX RDF
1	Iman Abbasnejad, Damien Teney	A hierarchical Bayesian network for face recognition using 2D and 3D facial data.	MLSP	2015	DBLP DOI BibTeX RDF
1	Matineh Shaker, Deniz Erdogmus, Jennifer G. Dy, Sylvain Bouix	Sparse model learning for high dimensional diffusion MRI data in traumatic brain injury.	MLSP	2015	DBLP DOI BibTeX RDF
1	Joakim Andén, Vincent Lostanlen, Stéphane Mallat	Joint time-frequency scattering for audio classification.	MLSP	2015	DBLP DOI BibTeX RDF
1	Rubem Geraldo Vasconcelos Machado, Hilton de Oliveira Mota	Simple self-scalable grid classifier for signal denoising in digital processing systems.	MLSP	2015	DBLP DOI BibTeX RDF
1	Hong Phuong Dang, Pierre Chainais	A Bayesian non parametric approach to learn dictionaries with adapted numbers of atoms.	MLSP	2015	DBLP DOI BibTeX RDF
1	Elnaz Barshan, Paul W. Fieguth, Alexander Wong	Scalable multi-neighborhood learning for convolutional networks.	MLSP	2015	DBLP DOI BibTeX RDF
1	Muhammed O. Sayin, N. Denizcan Vanli, Ibrahim Delibalta, Suleyman Serdar Kozat	Efficient and distributed tracking of evolving state.	MLSP	2015	DBLP DOI BibTeX RDF
1	Anh T. Pham 0002, Raviv Raich, Xiaoli Z. Fern	Simultaneous instance annotation and clustering in multi-instance multi-label learning.	MLSP	2015	DBLP DOI BibTeX RDF
1	Jamshid Sourati, Deniz Erdogmus, Murat Akçakaya, Steven C. Kazmierczak, Todd K. Leen	A novel delta check method for detecting laboratory errors.	MLSP	2015	DBLP DOI BibTeX RDF
1	Yichi Zhang 0008, Zhiyao Duan	Retrieving sounds by vocal imitation recognition.	MLSP	2015	DBLP DOI BibTeX RDF
1	Loukianos Spyrou, Samaneh Kouchaki, Saeid Sanei	Multiview classification of brain data through tensor factorisation.	MLSP	2015	DBLP DOI BibTeX RDF
1	Hang Yu 0002, Justin Dauwels	Variational Bayes learning of graphical models with hidden variables.	MLSP	2015	DBLP DOI BibTeX RDF
1	Carla Agurto, E. Simon Barriga, Mark R. Burge, Peter Soliz	Characterization of diabetic peripheral neuropathy in infrared video sequences using independent component analysis.	MLSP	2015	DBLP DOI BibTeX RDF
1	Robert M. Taylor, Burhan Necioglu	Statistical embeddings using a multilayer union of subspaces.	MLSP	2015	DBLP DOI BibTeX RDF
1	Huseyin Ozkan, Fatih Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat	Online anomaly detection with constant false alarm rate.	MLSP	2015	DBLP DOI BibTeX RDF
1	Ramesh Annavajjala, Rami S. Mangoubi, Christopher C. Yu, James M. Zagami	An online learning approach to throughput optimization in wireless networks under dynamic and unknown interference conditions.	MLSP	2015	DBLP DOI BibTeX RDF
1	Sven Krasser, Brett Meyer, Patrick Crenshaw	Valkyrie: Behavioral malware detection using global kernel-level telemetry data.	MLSP	2015	DBLP DOI BibTeX RDF
1	Hamid Dadkhahi, Marco F. Duarte, Benjamin M. Marlin	Isomap out-of-sample extension for noisy time series data.	MLSP	2015	DBLP DOI BibTeX RDF
1	Yonghong Huang, Paula Greve	Large scale graph mining for web reputation inference.	MLSP	2015	DBLP DOI BibTeX RDF
1	Yossi Adi, Joseph Keshet, Matthew Goldrick 0001	Vowel duration measurement using deep neural networks.	MLSP	2015	DBLP DOI BibTeX RDF
1	Fernando Villavicencio, Jordi Bonada, Yuji Hisaminato	Observation-model error compensation for enhanced spectral envelope transformation in voice conversion.	MLSP	2015	DBLP DOI BibTeX RDF
1	Rodrigo Carvajal, Juan C. Agüero, Boris I. Godoy, Dimitrios Katselis	A map approach for ℓq-norm regularized sparse parameter estimation using the EM algorithm.	MLSP	2015	DBLP DOI BibTeX RDF
1	Alvaro Ulloa, Sergey M. Plis, Erik B. Erhardt, Vince D. Calhoun	Synthetic structural magnetic resonance image generator improves deep learning prediction of schizophrenia.	MLSP	2015	DBLP DOI BibTeX RDF
1	Rasmus Erbou Røge, Kristoffer Hougaard Madsen, Mikkel N. Schmidt, Morten Mørup	Unsupervised segmentation of task activated regions in fMRI.	MLSP	2015	DBLP DOI BibTeX RDF
1	Karol J. Piczak	Environmental sound classification with convolutional neural networks.	MLSP	2015	DBLP DOI BibTeX RDF
1	Hirokazu Kameoka	Modeling speech parameter sequences with latent trajectory Hidden Markov model.	MLSP	2015	DBLP DOI BibTeX RDF
1	Yuanzhe Bei, Pengyu Hong	Maximizing margin quality and quantity.	MLSP	2015	DBLP DOI BibTeX RDF
1	Yasin Yilmaz, Alfred O. Hero III	Multimodal factor analysis.	MLSP	2015	DBLP DOI BibTeX RDF
1	Deniz Erdogmus, Murat Akçakaya, Suleyman Serdar Kozat, Jan Larsen (eds.)	25th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2015, Boston, MA, USA, September 17-20, 2015	MLSP	2015	DBLP BibTeX RDF
1	Zhicong Qiu, David J. Miller 0001, George Kesidis	Detecting clusters of anomalies on low-dimensional feature subsets with application to network traffic flow data.	MLSP	2015	DBLP DOI BibTeX RDF
1	Hadrien Glaude, Cyrille Enderli, Jean-François Grandin, Olivier Pietquin	Learning of scanning strategies for electronic support using predictive state representations.	MLSP	2015	DBLP DOI BibTeX RDF
1	Farhan Khan, Ibrahim Delibalta, Suleyman Serdar Kozat	High dimensional sequential regression on manifolds using adaptive hierarchical trees.	MLSP	2015	DBLP DOI BibTeX RDF
1	Francesco A. N. Palmieri, Amedeo Buonanno	Discrete independent component analysis (DICA) with belief propagation.	MLSP	2015	DBLP DOI BibTeX RDF
1	Fahd Bouzaraa, Onay Urfalioglu	A Naive Bayes approach to improve histogram matching quality.	MLSP	2015	DBLP DOI BibTeX RDF
1	A. Emre Onuk, Murat Akçakaya, Jaydeep P. Bardhan, Deniz Erdogmus, Dana H. Brooks, Lee Makowski	Maximum a posteriori estimation of relative abundances of protein conformations.	MLSP	2015	DBLP DOI BibTeX RDF
1	Nan-Feng Jie, Elizabeth A. Osuch, Mao-Hu Zhu, Xiao-Ying Ma, Michael Wammes, Tian-Zi Jiang, Jing Sui, Vince D. Calhoun	Discriminating bipolar disorder from major depression using whole-brain functional connectivity: A feature selection analysis with SVM-FoBA algorithm.	MLSP	2015	DBLP DOI BibTeX RDF
1	Jérôme Pasquet, Marc Chaumont, Gérard Subsol, Mustapha Derras	An efficient multi-resolution SVM network approach for object detection in aerial images.	MLSP	2015	DBLP DOI BibTeX RDF
1	Theodoros Tsiligkaridis, Keith W. Forsythe	A sequential Bayesian inference framework for blind frequency offset estimation.	MLSP	2015	DBLP DOI BibTeX RDF
1	Matineh Shaker, M. Devrim Kaba, Deniz Erdogmus	Manifold unwrapping using critical surfaces.	MLSP	2015	DBLP DOI BibTeX RDF
1	Takato Goto, Yasushi Hanatsuka, Tomoyuki Higuchi, Tomoko Matsui	Road condition classification using a new global alignment kernel.	MLSP	2015	DBLP DOI BibTeX RDF
1	Hung-Yu Chen, Jen-Tzung Chien	Deep semi-supervised learning for domain adaptation.	MLSP	2015	DBLP DOI BibTeX RDF
1	Matthew S. Nokleby, Ahmad Beirami, A. Robert Calderbank	A rate-distortion framework for supervised learning.	MLSP	2015	DBLP DOI BibTeX RDF
1	Yi-Ting Bao, Jen-Tzung Chien	Tensor classification network.	MLSP	2015	DBLP DOI BibTeX RDF
1	Eduardo Castro, R. Devon Hjelm, Sergey M. Plis, Laurent Dinh, Jessica A. Turner, Vince D. Calhoun	Deep independence network analysis of structural brain imaging: A simulation study.	MLSP	2015	DBLP DOI BibTeX RDF

Publications at "MLSP"( http://dblp.L3S.de/Venues/MLSP )