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Author Title Type [ Year(Asc)]
Submitted
Davenport, M. A., {The 2º-SVM: A Cost-Sensitive Extension of the º-SVM}, , Submitted.
Lee, C-H., L. R. Robiner, R. Pieraccinif, and J. G. Wilpon, {ACOUSTIC \IODELISG OF SLBtC'ORD UNITS FOR SPEECH RECOGNITIOS}, , Submitted.
Popat, K., D. H. Greene, J. K. Romberg, and D. S. Bloomberg, {Adding Linguistic Constraints to Document Image Decoding: Comparing the Iterated Complete Path and Stack Algorithms}, , Submitted.
Subramanian, R., and F. Fekri, {Analysis of Latency and Related Tradeoffs in Distributed Sensor Networks}, , Submitted.
Byun, B., C-H. Lee, S. Webb, D. Irani, and C. Pu, "{An Anti-spam Filter Combination Framework for Text-and-Image Emails through Incremental Learning}", Conference on Email and Anti-Spam, Submitted.
Treichler, J., M. Davenport, and R. Baraniuk, {APPLICATION OF COMPRESSIVE SENSING TO THE DESIGN OF WIDEBAND SIGNAL ACQUISITION RECEIVERS}, , Submitted.
Tian, D., and G. AlRegib, {BIT-ALLOCATION FOR TEXTURED 3D MODELS}, , Submitted.
Rahnavard, N., and F. Fekri, {CRBcast: ACollaborative Rateless SchemeforReliable andEnergy-Efficient Broadcasting inWireless Sensor Networks}, , Submitted.
M. Asif, S., and J. Romberg, {Dantzig selector homotopy with dynamic measurements}, , Submitted.
AlRegib, G., {DESIGNOFA TRANSMISSIONPROTOCOL FOR A CVE}, , Submitted.
Kuo, H-KJ., E. Fosler-Lussier, H. Jiang, and C-H. Lee, {DISCRIMINATIVE TRAINING OF LANGUAGE MODELS FOR SPEECH RECOGNITION}, , Submitted.
Rozell, C. J., {Dynamic systems for sparse coding Walter Karplus Summer Research Grant Final Report}, , Submitted.
Hegde, C., M. A. Davenport, M. B. Wakinm, and R. G. Baraniuk, {EFFICIENT MACHINE LEARNING USING RANDOM PROJECTIONS}, , Submitted.
Wakin, M., J. Romberg, H. Choi, and R. Baraniuk, {Geometric methods for wavelet-based image compression}, , Submitted.
Romberg, J. K., H. Choi, R. G. Baraniuk, and N. Kingsbury, "{A Hidden Markov Tree Model for the Complex Wavelet Transform}", IEEE Transactions on Signal Processing, Submitted.
Baker, J. M., L. Deng, S. Khudanpur, C-H. Lee, J. Glass, and N. Morgan, {Historical Development and Future Directions in Speech Recognition and Understanding}, , Submitted.
Nakatani, T., T. Yoshioka, K. Kinoshita, M. Miyoshi, and B-H. Juang, {INCREMENTAL ESTIMATION OF REVERBERATION WITH UNCERTAINTY USING PRIOR KNOWLEDGE OF ROOM ACOUSTICS FOR SPEECH DEREVERBERATION}, , Submitted.
Johnson, D. H., I. N. Goodman, and C. J. Rozell, {Information Theory and Systems Neuroscience}, , Submitted.
Rozell, C., {Information-Theoretic Analysis of Neural Responses in the Frequency Domain}, , Submitted.
Yaman, S., and C-H. Lee, {ITERATIVE CONSTRAINED OPTIMIZATION FOR FLEXIBLE CLASSIFIER DESIGN WITH MULTIPLE COMPETING OBJECTIVES}, , Submitted.
Davenport, M. A., C. Hegde, M. B. Wakinm, and R. G. Baraniukr, {MANIFOLD-BASED APPROACHES FOR IMPROVED CLASSIFICATION}, , Submitted.
Wakin, M., and C. Rozell, {A Markov Chain Analysis of Blackjack Strategy}, , Submitted.
Rozell, C. J., D. H. Johnson, and R. M. Glantz, {Measuring information transfer in the spike generator of crayfish sustaining fibers Methods and analysis}, , Submitted.
Casazza, P. G., G. Kutyniok, S. Li, and C. J. Rozell, "{Modeling Sensor Networks with Fusion Frames}", Storage and Retrieval for Image and Video Databases, Submitted.
Rozell, C. J., and D. H. Johnson, {Modeling wireless sensor and actuator networks using frame theory}, , Submitted.
Yaman, S., M. Siniscalchi, and C-H. Lee, {A Multi-Objective Programming-Based Approach to Language Model Adaptation}, , Submitted.
Rozell, C. J., D. H. Johnson, R. G. Baraniuk, and B. A. Olshausen, {Neurally plausible sparse coding via local competition and thresholding}, , Submitted.
Rozell, C. J., and D. H. Johnson, {QUANTIFYING INFORMATION PROCESSING IN A SENSORINEURAL SYSTEM}, , Submitted.
Davenport, M. A., M. F. Duarte, M. B. Wakin, J. N. Laskar, D. Takhar, K. F. Kelly, and R. G. Baraniukr, "{The Smashed Filter for Compressive Classification and Target Recognition}", Storage and Retrieval for Image and Video Databases, Submitted.
Lee, C-H., and B-H. Juang, {A Survey on Automatic Speech Recognition with an Illustrative Example on Continuous Speech Recognition of Mandarin}, , Submitted.
Simoni, M. H., C. Rozell, and G. H. Wakefield, {A Theoretical Framework for ElectroAcoustic Music}, , Submitted.
Stakem, F., and G. AlRegib, {Towards Modeling Human Arm Movement in a CVE}, , Submitted.
Romberg, J. Keith, {Uncertainty principles and their relation to inverse problems, sampling theory, and low bit-rate compression. Multiresolution techniques for analyzing, processing, and understanding images. Specific applications include image estimation in the presence o, , Submitted.
Lee, C-H., {USEOFGENERALIZEDPATTERNMODEL FOR VIDEOANNOTATION}, , Submitted.
2012
Chen, M., G. AlRegib, and B-H. Juang, {6DMG: a new 6D motion gesture database}, , pp. 83–88, 2012.
Choi, G., W. Zhang, and X. Ma, "{Achieving Joint Diversity in Decode-and-Forward MIMO Relay Networks with Zero-Forcing Equalizers}", IEEE Transactions on Communications, vol. 60, pp. 1545–1554, 2012.
Fu, Q., Y. Zhao, and B-H. Juang, "{Automatic Speech Recognition Based on Non-Uniform Error Criteria}", IEEE Transactions on Audio, Speech & Language Processing, vol. 20, pp. 780–793, 2012.
Charles, A. S., P. Garrigues, and C. J. Rozell, "{A Common Network Architecture Efficiently Implements a Variety of Sparsity-Based Inference Problems}", Neural Computation, pp. 1–23, 2012.
Ayday, E., F. Delgosha, and F. Fekri, "{Data authenticity and availability in multihop wireless sensor networks}", ACM Transactions on Sensor Networks, pp. 1–26, 2012.
Einolghozati, A., M. Sardari, A. Beirami, and F. Fekri, "{Data gathering in networks of bacteria colonies: Collective sensing and relaying using molecular communication}", IEEE Conference on Computer Communications Workshops, INFOCOM Wksps, 2012.
Zhou, Q., and X. Ma, "{Designing Low-Complexity Near-Optimal Multiple-Symbol Detectors for Impulse Radio UWB Systems}", IEEE Transactions on Signal Processing, vol. 60, pp. 2460–2469, 2012.
Liu, Q., W. Zhang, X. Ma, and T. G. Zhou, "{Designing Peak Power Constrained Amplify-and-Forward Relay Networks with Cooperative Diversity}", IEEE Transactions on Wireless Communications, vol. 11, pp. 1733–1743, 2012.
Wada, T. S., and B-H. Juang, "{Enhancement of Residual Echo for Robust Acoustic Echo Cancellation}", IEEE Transactions on Audio, Speech & Language Processing, vol. 20, pp. 163–177, 2012.
Siniscalchi, S. Marco, D-C. Lyu, T. Svendsen, and C-H. Lee, "{Experiments on Cross-Language Attribute Detection and Phone Recognition with Minimal Target Specific Training Data}", IEEE Transactions on Audio, Speech & Language Processing, vol. 3, pp. 875–887, 2012.
Gestner, B., X. Ma, and D. V. Anderson, "{Incremental Lattice Reduction: Motivation, Theory, and Practical Implementation}", IEEE Transactions on Wireless Communications, vol. 11, pp. 188–198, 2012.
Ayday, E., and F. Fekri, "{Iterative Trust and Reputation Management Using Belief Propagation}", IEEE Transactions on Dependable and Secure Computing, vol. 9, pp. 375–386, 2012.
Sardari, M., A. Beirami, and F. Fekri, "{Memory-assisted universal compression of network flows}", IEEE INFOCOM, pp. 91–99, 2012.
Beirami, A., and F. Fekri, "{Memory-Assisted Universal Source Coding}", Data Compression Conference, pp. 392–392, 2012.
Chen, M., G. AlRegib, and B-H. Juang, {A new 6D motion gesture database and the benchmark results of feature-based statistical recognition}, , 2012.
Aabed, M. A., and G. AlRegib, {Statistical modeling of social networks activities}, , 2012.
Kim, H., X. Ma, and B. Russell Hamilton, "{Tracking low-precision clocks with time-varying drifts using kalman filtering}", IEEE/ACM Transactions on Networking, vol. 20, pp. 257–270, 2012.
2011
Solh, M., G. AlRegib, and J. Martinez Bauza, "{3VQM: A vision-based quality measure for DIBR-based 3D videos}", International Conference on Multimedia Computing and Systems/International Conference on Multimedia and Expo, pp. 1–6, 2011.
Luo, C., and J.H.. McClellan, "Adjustable bandwidth fir filters: From design to implementation on the labview SW/HW platform", Digital Signal Processing Workshop and IEEE Signal Processing Education Workshop (DSP/SPE), 2011 IEEE, 2011.
Ayday, E., and F. Fekri, "{Application of belief propagation to trust and reputation management}", IEEE International Symposium on Information Theory, pp. 2173–2177, 2011.
Gestner, B., X. Ma, and D. V. Anderson, "{Are all basis updates for lattice-reduction-aided MIMO detection necessary?}", International Conference on Acoustics, Speech, and Signal Processing, pp. 3280–3283, 2011.
M Bin Altaf, U., and B-H. Juang, "{Audio signal classification with temporal envelopes}", International Conference on Acoustics, Speech, and Signal Processing, pp. 469–472, 2011.
Nesta, F., T. S. Wada, and B-H. Juang, "{Batch-Online Semi-Blind Source Separation Applied to MultiChannel Acoustic Echo Cancellation}", IEEE Transactions on Audio, Speech & Language Processing, vol. 19, pp. 583–599, 2011.
Watanabe, S., A. Nakamura, and B-H. Juang, "{Bayesian linear regression for Hidden Markov Model based on optimizing variational bounds}", IEEE Workshop on Machine Learning for Signal Processing, pp. 1–6, 2011.
Einolghozati, A., M. Sardari, and F. Fekri, {Capacity of diffusion-based molecular communication with ligand receptors}, , 2011.
Einolghozati, A., M. Sardari, A. Beirami, and F. Fekri, "{Capacity of Discrete Molecular Diffusion Channels}", IEEE International Symposium on Information Theory, vol. abs/1105.1, pp. 723–727, 2011.
Charles, A. S., A. A. Kressner, and C. J. Rozell, "{A causal Locally Competitive Algorithm for the sparse decomposition of audio signals}", IEEE Digital Signal Processing Workshop, 2011.
Kim, H., and X. Ma, "{Clock synchronization without exchanging timestamps}", Conference on Information Sciences and Systems, pp. 1–6, 2011.
Sabra, K. G., W. Mantzel, and J. Romberg, "{Compressing the computational burden of matched-field processing for sound source localization}", Journal of The Acoustical Society of America, vol. 129, 2011.
Mantzel, W., J. Romberg, and K. Sabra, {Compressive Matched-Field Processing}, , 2011.
Slavinsky, J.. P., J. N. Laska, M. A. Davenport, and R. G. Baraniuk, "{The compressive multiplexer for multi-channel compressive sensing}", International Conference on Acoustics, Speech, and Signal Processing, pp. 3980–3983, 2011.
Ahmed, A., and J. Romberg, "{Compressive sampling of correlated signals}", Asilomar Conference on Signals, Systems & Computers, pp. 1188–1192, 2011.
Luo, C., and J.H.. McClellan, "Compressive sampling with a successive approximation ADC architecture", Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, 2011.
Park, J. Young, H. Lun Yap, C. J. Rozell, and M. B. Wakin, "{Concentration of Measure for Block Diagonal Matrices With Applications to Compressive Signal Processing}", IEEE Transactions on Signal Processing, vol. 59, pp. 5859–5875, 2011.
Einolghozati, A., M. Sardari, A. Beirami, and F. Fekri, "{Consensus Problem under Diffusion-based Molecular Communication}", Computing Research Repository, vol. abs/1103.0, 2011.
Einolghozati, A., M. Sardari, A. Beirami, and F. Fekri, "{Consensus problem under diffusion-based molecular communication}", Conference on Information Sciences and Systems, pp. 1–6, 2011.
Xiaoli, M., W. Libin, and D. Sheng, "{Contrast analysis on the optimal sensor placement approaches for a bridge structure}", International Conference on Electric Technology and Civil Engineering, 2011.
Balavoine, A., J. Romberg, and C. J. Rozell, {Convergence and Rate Analysis of Neural Networks for Sparse Approximation}, , 2011.
Choi, G., X. Ma, and W. Zhang, "{Designing Diversity-Enabled Power Profiles for Decode-and-Forward Wireless Relay Networks}", IEEE Transactions on Wireless Communications, vol. 10, pp. 2124–2134, 2011.
Zhou, Q., and X. Ma, "{Designing low-complexity detectors for generalized SC-FDMA systems}", Conference on Information Sciences and Systems, pp. 1–6, 2011.
Zhang, C., Y. Liu, and C-H. Lee, "{Detection-based accented speech recognition using articulatory features}", IEEE Workshop on Automatic Speech Recognition and Understanding, 2011.
Shin, S., H-Y. Jung, and B-H. Juang, "{Discriminative Training for direct minimization of deletion, insertion and substitution errors}", International Conference on Acoustics, Speech, and Signal Processing, pp. 5328–5331, 2011.
Hamilton, B. R., X. Ma, and R. J. Baxley, "{Efficient node self-localization in large ad-hoc wireless networks using interlaced particle filters}", MILCOM, Military Communications Conference, pp. 780–785, 2011.
M. Asif, S., A. Charles, J. Romberg, and C. Rozell, "{Estimation and dynamic updating of time-varying signals with sparse variations}", International Conference on Acoustics, Speech, and Signal Processing, pp. 3908–3911, 2011.
Yazicioglu, A. Yasin, X. Ma, and Y. Altunbasak, "{Evolution of mixed strategies for social dilemmas on structured networks}", International Conference on Networking, Sensing and Control, 2011.
Torabkhani, N., B. N. Vellambi, A. Beirami, and F. Fekri, {Exact modeling of the performance of random linear network coding in finite-buffer networks}, , 2011.
Liu, Q., X. Ma, and T. G. Zhou, "{A General Diversity Gain Function and Its Application in Amplify-and-Forward Cooperative Networks}", IEEE Transactions on Signal Processing, vol. 59, pp. 859–863, 2011.
Zhou, Q., X. Ma, and V. Lottici, "{Generalized code-multiplexing transmissions for UWB systems}", Conference on Information Sciences and Systems, pp. 1–6, 2011.
Balavoine, A., C. J. Rozell, and J. Romberg, "{Global convergence of the Locally Competitive Algorithm}", IEEE Digital Signal Processing Workshop, 2011.
Sun, M-T., K. Sakai, B. R. Hamilton, W-S. Ku, and X. Ma, "{G-STAR: Geometric STAteless Routing for 3-D wireless sensor networks}", Ad Hoc Networks, vol. 9, pp. 341–354, 2011.
Candès, E. J., and M. A. Davenport, "{How well can we estimate a sparse vector?}", Computing Research Repository, vol. abs/1104.5, 2011.
Kamaci, N., and G. AlRegib, "{Improved DCT coefficient distribution modeling for H.264-like video coders based on block classification}", Image Processing, IEEE International Conference, pp. 1409–1412, 2011.
Chen, M., G. AlRegib, and B-H. Juang, {An integrated framework for universal motion control}, , pp. 513–518, 2011.
Chen, Z-S., J-S. Roger Jang, and C-H. Lee, "{A Kernel Framework for Content-Based Artist Recommendation System in Music}", IEEE Transactions on Multimedia, vol. 13, pp. 1371–1380, 2011.
Byun, B., and C-H. Lee, "{A kernelized maximal-figure-of-merit learning approach based on subspace distance minimization}", International Conference on Acoustics, Speech, and Signal Processing, pp. 2068–2071, 2011.
Li, J., M. Yuan, and C-H. Lee, {LASSO model adaptation for automatic speech recognition}, , 2011.
Gestner, B., W. Zhang, X. Ma, and D. V. Anderson, "{Lattice Reduction for MIMO Detection: From Theoretical Analysis to Hardware Realization}", IEEE Transactions on Circuits and Systems I-regular Papers, vol. 58, pp. 813–826, 2011.
Charles, A. S., B. A. Olshausen, and C. J. Rozell, "{Learning Sparse Codes for Hyperspectral Imagery}", IEEE Journal of Selected Topics in Signal Processing, vol. 5, pp. 963–978, 2011.
Charles, A. S., B. A. Olshausen, and C. J. Rozell, "{Learning Sparse Codes for Hyperspectral Imagery}", IEEE Journal of Selected Topics in Signal Processing, 2011.
Eftekhari, A., J. K. Romberg, and M. B. Wakin, "{Matched Filtering from Limited Frequency Samples}", Computing Research Repository, vol. abs/1101.2, 2011.
Wang, Z., and X. Ma, "{Mechanical behaviour of concrete under triaxial compression 鈥�Loaded along paths in(stress, train, train) pace}", International Conference on Electric Technology and Civil Engineering, 2011.
Solh, M., and G. AlRegib, "{The Mosaic Camera: Streaming, Coding and Compositing Experiments}", International Symposium on Multimedia, 2011.
Porikli, F., A. Bovik, C. Plack, G. AlRegib, J. Farrell, P. Le Callet, Q. Huynh-Thu, S. Moller, and S. Winkler, "{Multimedia Quality Assessment [DSP Forum]}", IEEE Signal Processing Magazine, vol. 28, pp. 164–177, 2011.
Sardari, M., A. Beirami, and F. Fekri, {On the Network-Wide Gain of Memory-Assisted Source Coding}, , 2011.
Zhao, Y., and B-H. Juang, "{Non-linear noise compensation for robust speech recognition using Gauss-Newton method}", International Conference on Acoustics, Speech, and Signal Processing, pp. 4796–4799, 2011.
Solh, M., and G. AlRegib, "{A no-reference quality measure for DIBR-based 3D videos}", International Conference on Multimedia Computing and Systems/International Conference on Multimedia and Expo, pp. 1–6, 2011.

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