Table of Contents

• Characterization of diabetic peripheral neuropathy in infrared video sequences using independent component analysisCarla Agurto, E. Simon Barriga, Mark Burge, Peter Soliz. 1-6 [doi]
• Discriminating bipolar disorder from major depression using whole-brain functional connectivity: A feature selection analysis with SVM-FoBA algorithmNan-Feng Jie, Elizabeth A. Osuch, Mao-Hu Zhu, Xiao-Ying Ma, Michael Wammes, Tian-Zi Jiang, Jing Sui, Vince D. Calhoun. 1-6 [doi]
• Using a penalized maximum likelihood model for feature selectionAmir Jalalirad, Tjalling J. Tjalkens. 1-6 [doi]
• Sparse model learning for high dimensional diffusion MRI data in traumatic brain injuryMatineh Shaker, Deniz Erdogmus, Jennifer G. Dy, Sylvain Bouix. 1-6 [doi]
• A Bayesian non parametric approach to learn dictionaries with adapted numbers of atomsHong Phuong Dang, Pierre Chainais. 1-6 [doi]
• Valkyrie: Behavioral malware detection using global kernel-level telemetry dataSven Krasser, Brett Meyer, Patrick Crenshaw. 1-6 [doi]
• Road condition classification using a new global alignment kernelTakato Goto, Yasushi Hanatsuka, Tomoyuki Higuchi, Tomoko Matsui. 1-6 [doi]
• Studying the interaction of a hidden Markov model with a Bayesian spiking neural networkAmirhossein Tavanaei, Anthony S. Maida. 1-6 [doi]
• Simple self-scalable grid classifier for signal denoising in digital processing systemsRubem Geraldo Vasconcelos Machado, Hilton de Oliveira Mota. 1-6 [doi]
• A multi-layer discriminative framework for parking space detectionChing-Chun Huang, Hoang Tran Vu. 1-6 [doi]
• Learning of scanning strategies for electronic support using predictive state representationsHadrien Glaude, Cyrille Enderli, Jean-Francois Grandin, Olivier Pietquin. 1-6 [doi]
• Multiview classification of brain data through tensor factorisationLoukianos Spyrou, Samaneh Kouchaki, Saeid Sanei. 1-6 [doi]
• Time series forecasting via noisy channel reversalPejman Khadivi, Prithwish Chakraborty, Ravi Tandon, Naren Ramakrishnan. 1-6 [doi]
• Retrieving sounds by vocal imitation recognitionYichi Zhang, Zhiyao Duan. 1-6 [doi]
• Detecting clusters of anomalies on low-dimensional feature subsets with application to network traffic flow dataZhicong Qiu, David J. Miller 0001, George Kesidis. 1-6 [doi]
• Random subspace method for source camera identificationRuizhe Li, Constantine Kotropoulos, Chang-Tsun Li, Yu Guan. 1-5 [doi]
• Nonparametric Bayesian inference on environmental waters chromatographic profilesOlivier Harant, Louise Foan, Francois Bertholon, Severine Vignoud, Pierre Grangeat. 1-6 [doi]
• Piano music transcription with fast convolutional sparse codingAndrea Cogliati, Zhiyao Duan, Brendt Wohlberg. 1-6 [doi]
• Multi-modal label propagation based on a higher order similarity matrixOlga Zoidi, Nikos Nikolaidis, Anastasios Tefas, Ioannis Pitas. 1-6 [doi]
• High dimensional sequential regression on manifolds using adaptive hierarchical treesFarhan Khan, Ibrahim Delibalta, Suleyman Serdar Kozat. 1-6 [doi]
• A sequential Bayesian inference framework for blind frequency offset estimationTheodoros Tsiligkaridis, Keith W. Forsythe. 1-6 [doi]
• Synthetic structural magnetic resonance image generator improves deep learning prediction of schizophreniaAlvaro Ulloa, Sergey M. Plis, Erik B. Erhardt, Vince D. Calhoun. 1-6 [doi]
• Variational Bayes learning of graphical models with hidden variablesHang Yu, Justin Dauwels. 1-6 [doi]
• Deep semi-supervised learning for domain adaptationHung-Yu Chen, Jen-Tzung Chien. 1-6 [doi]
• A rate-distortion framework for supervised learningMatthew S. Nokleby, Ahmad Beirami, A. Robert Calderbank. 1-6 [doi]
• Randomized robust subspace recovery for big dataMostafa Rahmani, George K. Atia. 1-6 [doi]
• Statistical embeddings using a multilayer union of subspacesRobert M. Taylor, Burhan Necioglu. 1-6 [doi]
• Scalable multi-neighborhood learning for convolutional networksElnaz Barshan, Paul W. Fieguth, Alexander Wong. 1-6 [doi]
• Universal online prediction via order preserving patternsN. Denizcan Vanli, Muhammed O. Sayin, Ibrahim Delibalta, Suleyman Serdar Kozat. 1-6 [doi]
• Multimodal factor analysisYasin Yilmaz, Alfred O. Hero. 1-6 [doi]
• A cognitive brain-computer interface prototype for the continuous monitoring of visual working memory loadAldo Mora Sanchez, Antoine Gaume, Gérard Dreyfus, François-Benoit Vialatte. 1-5 [doi]
• An online learning approach to throughput optimization in wireless networks under dynamic and unknown interference conditionsRamesh Annavajjala, Rami S. Mangoubi, Christopher C. Yu, James M. Zagami. 1-6 [doi]
• Isomap out-of-sample extension for noisy time series dataHamid Dadkhahi, Marco F. Duarte, Benjamin Marlin. 1-6 [doi]
• Simultaneous instance annotation and clustering in multi-instance multi-label learningAnh T. Pham, Raviv Raich, Xiaoli Z. Fern. 1-6 [doi]
• Adaptive regularized diffusion adaptation over multitask networksSadaf Monajemi, Saeid Sanei, Sim Heng Ong, Ali H. Sayed. 1-5 [doi]
• Deep independence network analysis of structural brain imaging: A simulation studyEduardo Castro, Devon R. Hjelm, Sergey M. Plis, Laurent Dinh, Jessica A. Turner, Vince D. Calhoun. 1-6 [doi]
• Using Bayesian classifiers for low complexity multiview H.264/AVC and HEVC hybrid architectureAntonio Jesus Diaz-Honrubia, Johan De Praeter, Sebastiaan Van Leuven, Jan De Cock, J. L. Martinez, Pedro Cuenca. 1-6 [doi]
• Modelling LGMD2 visual neuron systemQinbing Fu, Shigang Yue. 1-6 [doi]
• Semi-supervised color decomposition for histopathological images using exclusive component analysisChao-Hui Huang. 1-6 [doi]
• Identification of hybrid systems using stable spline kernelsGianluigi Pillonetto. 1-6 [doi]
• Epileptic focus localization using EEG based on discrete wavelet transform through full-level decompositionDuo Chen, Suiren Wan, Forrest Sheng Bao. 1-6 [doi]
• Large scale collaboration with autonomy: Decentralized data ICABradley T. Baker, Rogers F. Silva, Vince D. Calhoun, Anand D. Sarwate, Sergey M. Plis. 1-6 [doi]
• Large scale graph mining for web reputation inferenceYonghong Huang, Paula Greve. 1-6 [doi]
• Online anomaly detection with constant false alarm rateHuseyin Ozkan, Fatih Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat. 1-6 [doi]
• A model based approach to exploration of continuous-state MDPs using Divergence-to-GoMatthew Emigh, Evan Kriminger, José Carlos Príncipe. 1-6 [doi]
• Modeling speech parameter sequences with latent trajectory Hidden Markov modelHirokazu Kameoka. 1-6 [doi]
• Environmental sound classification with convolutional neural networksKarol J. Piczak. 1-6 [doi]
• A hierarchical Bayesian network for face recognition using 2D and 3D facial dataIman Abbasnejad, Damien Teney. 1-6 [doi]
• Vowel duration measurement using deep neural networksYossi Adi, Joseph Keshet, Matthew Goldrick. 1-6 [doi]
• Blind source separation of medial temporal discharges via partial dictionary learningShahrzad Shapoori, Saeid Sanei, Wenwu Wang. 1-5 [doi]
• Accelerated graph-based spectral polynomial filtersAndrew Knyazev, Alexander Malyshev. 1-6 [doi]
• Pulse based signal processing for systolic peak recognitionGabriel Nallathambi, José C. Principe, Neil R. Euliano. 1-6 [doi]
• Active learning for efficient querying from a human oracle with noisy response in a language-model assisted brain computer interfaceMohammad Moghadamfalahi, Jamshid Sourati, Murat Akçakaya, Hooman Nezamfar, Marzieh Haghighi, Deniz Erdogmus. 1-6 [doi]
• Manifold unwrapping using critical surfacesMatineh Shaker, M. Devrim Kaba, Deniz Erdogmus. 1-6 [doi]
• Tensor classification networkYi-Ting Bao, Jen-Tzung Chien. 1-6 [doi]
• Max-margin similarity preserving factor analysis via Gibbs samplingBuhua Chen, Bo Chen, Hongwei Liu, Xuefeng Zhang. 1-6 [doi]
• Dictionary extraction from a collection of spectrograms for bioacoustics monitoringJosé Francisco Ruiz-Muñoz, Zeyu You, Raviv Raich, Xiaoli Z. Fern. 1-6 [doi]
• Securing virtual execution environments through machine learning-based intrusion detectionFatemeh Azmandian, David R. Kaeli, Jennifer G. Dy, Javed A. Aslam. 1-6 [doi]
• Observation-model error compensation for enhanced spectral envelope transformation in voice conversionFernando Villavicencio, Jordi Bonada, Yuji Hisaminato. 1-6 [doi]
• Kernel covariance series smoothingCristina Soguero-Ruiz, Robert Jenssen. 1-6 [doi]
• A Naive Bayes approach to improve histogram matching qualityFahd Bouzaraa, Onay Urfalioglu. 1-6 [doi]
• Efficient and distributed tracking of evolving stateMuhammed O. Sayin, N. Denizcan Vanli, Ibrahim Delibalta, Suleyman Serdar Kozat. 1-6 [doi]
• Joint time-frequency scattering for audio classificationJoakim Andén, Vincent Lostanlen, Stéphane Mallat. 1-6 [doi]
• Maximizing margin quality and quantityYuanzhe Bei, Pengyu Hong. 1-6 [doi]
• Ordinal embedding of unweighted kNN graphs via synchronizationMihai Cucuringu, Joseph Woodworth. 1-6 [doi]
• Preprocessing-free surface material classification using convolutional neural networks pretrained by sparse AutoencoderMengqi Ji, Lu Fang, Haitian Zheng, Matti Strese, Eckehard G. Steinbach. 1-6 [doi]
• An efficient multi-resolution SVM network approach for object detection in aerial imagesJ. Pasquen, M. Chaumont, G. Subsol, M. Derras. 1-6 [doi]
• Discrete independent component analysis (DICA) with belief propagationFrancesco A. N. Palmieri, Amedeo Buonanno. 1-6 [doi]
• A map approach for ℓq-norm regularized sparse parameter estimation using the EM algorithmRodrigo Carvajal, Juan C. Agüero, Boris I. Godoy, Dimitrios Katselis. 1-6 [doi]
• Maximum a posteriori estimation of relative abundances of protein conformationsA. Emre Onuk, Murat Akçakaya, Jaydeep P. Bardhan, Deniz Erdogmus, Dana H. Brooks, Lee Makowski. 1-5 [doi]
• Unsupervised segmentation of task activated regions in fMRIRasmus E. Roge, Kristoffer Hougaard Madsen, Mikkel N. Schmidt, Morten Mørup. 1-6 [doi]
• Automatic image tagging and recommendation via PARAFAC2Evangelia Pantraki, Constantine Kotropoulos. 1-6 [doi]
• A novel delta check method for detecting laboratory errorsJamshid Sourati, Deniz Erdogmus, Murat Akçakaya, S. C. Kazmierczak, Todd K. Leen. 1-6 [doi]