| Year |
Citation |
Score |
| 2020 |
Wisely CE, Wang D, Henao R, Grewal DS, Thompson AC, Robbins CB, Yoon SP, Soundararajan S, Polascik BW, Burke JR, Liu A, Carin L, Fekrat S. Convolutional neural network to identify symptomatic Alzheimer's disease using multimodal retinal imaging. The British Journal of Ophthalmology. PMID 33243829 DOI: 10.1136/bjophthalmol-2020-317659 |
0.4 |
|
| 2020 |
Ting DSW, Carin L, Dzau V, Wong TY. Digital technology and COVID-19. Nature Medicine. 26: 459-461. PMID 32284618 DOI: 10.1038/s41591-020-0824-5 |
0.4 |
|
| 2019 |
Ting DSW, Carin L, Abramoff MD. Observations and Lessons Learned From the Artificial Intelligence Studies for Diabetic Retinopathy Screening. Jama Ophthalmology. PMID 31194219 DOI: 10.1001/jamaophthalmol.2019.1997 |
0.4 |
|
| 2019 |
Carlson D, Carin L. Continuing progress of spike sorting in the era of big data. Current Opinion in Neurobiology. 55: 90-96. PMID 30856552 DOI: 10.1016/j.conb.2019.02.007 |
0.4 |
|
| 2018 |
Hultman R, Ulrich K, Sachs BD, Blount C, Carlson DE, Ndubuizu N, Bagot RC, Parise EM, Vu MT, Gallagher NM, Wang J, Silva AJ, Deisseroth K, Mague SD, Caron MG, ... ... Carin L, et al. Brain-wide Electrical Spatiotemporal Dynamics Encode Depression Vulnerability. Cell. PMID 29502969 DOI: 10.1016/j.cell.2018.02.012 |
0.48 |
|
| 2017 |
Carlson D, David LK, Gallagher NM, Vu MT, Shirley M, Hultman R, Wang J, Burrus C, McClung CA, Kumar S, Carin L, Mague SD, Dzirasa K. Dynamically Timed Stimulation of Corticolimbic Circuitry Activates a Stress-Compensatory Pathway. Biological Psychiatry. PMID 28728677 DOI: 10.1016/j.biopsych.2017.06.008 |
0.48 |
|
| 2016 |
Yuan X, Liao X, Llull P, Brady D, Carin L. Efficient patch-based approach for compressive depth imaging. Applied Optics. 55: 7556-7564. PMID 27661583 |
0.92 |
|
| 2016 |
Hultman R, Mague SD, Li Q, Katz BM, Michel N, Lin L, Wang J, David LK, Blount C, Chandy R, Carlson D, Ulrich K, Carin L, Dunson D, Kumar S, et al. Dysregulation of Prefrontal Cortex-Mediated Slow-Evolving Limbic Dynamics Drives Stress-Induced Emotional Pathology. Neuron. PMID 27346529 DOI: 10.1016/j.neuron.2016.05.038 |
0.76 |
|
| 2016 |
Wang L, Chen M, Rodrigues M, Wilcox D, Calderbank R, Carin L. Information-Theoretic Compressive Measurement Design. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27187951 DOI: 10.1109/TPAMI.2016.2568189 |
0.56 |
|
| 2016 |
Tsalik EL, Henao R, Nichols M, Burke T, Ko ER, McClain MT, Hudson LL, Mazur A, Freeman DH, Veldman T, Langley RJ, Quackenbush EB, Glickman SW, Cairns CB, Jaehne AK, ... ... Carin L, et al. Host gene expression classifiers diagnose acute respiratory illness etiology. Science Translational Medicine. 8: 322ra11. PMID 26791949 DOI: 10.1126/scitranslmed.aad6873 |
1 |
|
| 2016 |
Yuan X, Liao X, Llull P, Brady D, Carin L. Efficient patch-based approach for compressive depth imaging Applied Optics. 55: 7556-7564. DOI: 10.1364/AO.55.007556 |
1 |
|
| 2016 |
Odinaka I, Greenberg JA, Kaganovsky Y, Holmgren A, Hassan M, Politte DG, O'Sullivan JA, Carin L, Brady DJ. Coded aperture x-ray diffraction imaging with transmission computed tomography side-information Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9783. DOI: 10.1117/12.2216915 |
1 |
|
| 2016 |
Cao X, Yue T, Lin X, Lin S, Yuan X, Dai Q, Carin L, Brady DJ. Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world Ieee Signal Processing Magazine. 33: 95-108. DOI: 10.1109/MSP.2016.2582378 |
1 |
|
| 2016 |
Carlson D, Hsieh YP, Collins E, Carin L, Cevher V. Stochastic Spectral Descent for Discrete Graphical Models Ieee Journal On Selected Topics in Signal Processing. 10: 296-311. DOI: 10.1109/JSTSP.2015.2505684 |
1 |
|
| 2016 |
Wang L, Renna F, Yuan X, Rodrigues M, Calderbank R, Carin L. A general framework for reconstruction and classification from compressive measurements with side information Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 4239-4243. DOI: 10.1109/ICASSP.2016.7472476 |
1 |
|
| 2015 |
Tsai TH, Llull P, Yuan X, Carin L, Brady DJ. Spectral-temporal compressive imaging. Optics Letters. 40: 4054-7. PMID 26368710 DOI: 10.1364/OL.40.004054 |
1 |
|
| 2015 |
Polatkan G, Zhou M, Carin L, Blei D, Daubechies I. A Bayesian Nonparametric Approach to Image Super-Resolution. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 346-58. PMID 26353246 DOI: 10.1109/TPAMI.2014.2321404 |
1 |
|
| 2015 |
Zhou M, Carin L. Negative Binomial Process Count and Mixture Modeling. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 307-20. PMID 26353243 DOI: 10.1109/TPAMI.2013.211 |
1 |
|
| 2015 |
Yang J, Liao X, Yuan X, Llull P, Brady DJ, Sapiro G, Carin L. Compressive sensing by learning a Gaussian mixture model from measurements. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 106-19. PMID 25361508 DOI: 10.1109/TIP.2014.2365720 |
1 |
|
| 2015 |
Lu Y, Carin L, Coifman R, Shain W, Roysam B. Quantitative arbor analytics: unsupervised harmonic co-clustering of populations of brain cell arbors based on L-measure. Neuroinformatics. 13: 47-63. PMID 25086878 DOI: 10.1007/s12021-014-9237-2 |
1 |
|
| 2015 |
Kaganovsky Y, Han S, Degirmenci S, Politte DG, Brady DJ, O’Sullivan JA, Carin L. Alternating minimization algorithm with automatic relevance determination for transmission tomography under poisson noise Siam Journal On Imaging Sciences. 8: 2087-2132. DOI: 10.1137/141000038 |
1 |
|
| 2015 |
Wang L, Huang J, Yuan X, Krishnamurthy K, Greenberg J, Cevher V, Rodrigues MRD, Brady D, Calderbank R, Carin L. Signal recovery and system calibration from multiple compressive poisson measurements Siam Journal On Imaging Sciences. 8: 1923-1954. DOI: 10.1137/140998779 |
1 |
|
| 2015 |
Kaganovsky Y, Degirmenci S, Han S, Odinaka I, Politte DG, Brady DJ, O'Sullivan JA, Carin L. Alternating minimization algorithm with iteratively reweighted quadratic penalties for compressive transmission tomography Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9413. DOI: 10.1117/12.2081986 |
1 |
|
| 2015 |
Yuan X, Tsai TH, Zhu R, Llull P, Brady D, Carin L. Compressive hyperspectral imaging with side information Ieee Journal On Selected Topics in Signal Processing. 9: 964-976. DOI: 10.1109/JSTSP.2015.2411575 |
1 |
|
| 2015 |
Renna F, Wang L, Yuan X, Yang J, Reeves G, Calderbank R, Carin L, Rodrigues MRD. Classification and reconstruction of compressed GMM signals with side information Ieee International Symposium On Information Theory - Proceedings. 2015: 994-998. DOI: 10.1109/ISIT.2015.7282604 |
1 |
|
| 2015 |
Lian W, Talmon R, Zaveri H, Carin L, Coifman R. Multivariate time-series analysis and diffusion maps Signal Processing. 116: 13-28. DOI: 10.1016/j.sigpro.2015.04.003 |
1 |
|
| 2015 |
Hu C, Rai P, Chen C, Harding M, Carin L. Scalable bayesian non-negative tensor factorization for massive count data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9285: 53-70. DOI: 10.1007/978-3-319-23525-7_4 |
1 |
|
| 2014 |
Tsalik EL, Langley RJ, Dinwiddie DL, Miller NA, Yoo B, van Velkinburgh JC, Smith LD, Thiffault I, Jaehne AK, Valente AM, Henao R, Yuan X, Glickman SW, Rice BJ, McClain MT, ... Carin L, et al. An integrated transcriptome and expressed variant analysis of sepsis survival and death. Genome Medicine. 6: 111. PMID 25538794 DOI: 10.1186/s13073-014-0111-5 |
1 |
|
| 2014 |
Kaganovsky Y, Li D, Holmgren A, Jeon H, MacCabe KP, Politte DG, O'Sullivan JA, Carin L, Brady DJ. Compressed sampling strategies for tomography. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 31: 1369-94. PMID 25121423 DOI: 10.1364/JOSAA.31.001369 |
1 |
|
| 2014 |
Yang J, Yuan X, Liao X, Llull P, Brady DJ, Sapiro G, Carin L. Video compressive sensing using Gaussian mixture models. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 4863-78. PMID 25095253 DOI: 10.1109/TIP.2014.2344294 |
1 |
|
| 2014 |
Padmanabhan RK, Somasundar VH, Griffith SD, Zhu J, Samoyedny D, Tan KS, Hu J, Liao X, Carin L, Yoon SS, Flaherty KT, Dipaola RS, Heitjan DF, Lal P, Feldman MD, et al. An active learning approach for rapid characterization of endothelial cells in human tumors. Plos One. 9: e90495. PMID 24603893 DOI: 10.1371/journal.pone.0090495 |
1 |
|
| 2014 |
Ray P, Zheng L, Lucas J, Carin L. Bayesian joint analysis of heterogeneous genomics data. Bioinformatics (Oxford, England). 30: 1370-6. PMID 24489367 DOI: 10.1093/bioinformatics/btu064 |
1 |
|
| 2014 |
Duarte-Carvajalino JM, Lenglet C, Xu J, Yacoub E, Ugurbil K, Moeller S, Carin L, Sapiro G. Estimation of the CSA-ODF using Bayesian compressed sensing of multi-shell HARDI. Magnetic Resonance in Medicine. 72: 1471-85. PMID 24338816 DOI: 10.1002/mrm.25046 |
1 |
|
| 2014 |
Stevens A, Yang H, Carin L, Arslan I, Browning ND. The potential for Bayesian compressive sensing to significantly reduce electron dose in high-resolution STEM images. Microscopy (Oxford, England). 63: 41-51. PMID 24151325 DOI: 10.1093/jmicro/dft042 |
0.72 |
|
| 2014 |
Carlson DE, Vogelstein JT, Qisong Wu, Wenzhao Lian, Mingyuan Zhou, Stoetzner CR, Kipke D, Weber D, Dunson DB, Carin L. Multichannel electrophysiological spike sorting via joint dictionary learning and mixture modeling. Ieee Transactions On Bio-Medical Engineering. 61: 41-54. PMID 23912463 DOI: 10.1109/TBME.2013.2275751 |
1 |
|
| 2014 |
Renna F, Calderbank R, Carin L, Rodrigues MRD. Reconstruction of signals drawn from a gaussian mixture via noisy compressive measurements Ieee Transactions On Signal Processing. 62: 2265-2277. DOI: 10.1109/TSP.2014.2309560 |
1 |
|
| 2014 |
Arce GR, Brady DJ, Carin L, Arguello H, Kittle DS. Compressive coded aperture spectral imaging: An introduction Ieee Signal Processing Magazine. 31: 105-115. DOI: 10.1109/MSP.2013.2278763 |
1 |
|
| 2014 |
Yuan X, Llull P, Liao X, Yang J, Brady DJ, Sapiro G, Carin L. Low-cost compressive sensing for color video and depth Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3318-3325. DOI: 10.1109/CVPR.2014.424 |
1 |
|
| 2014 |
Xing Z, Nicholson B, Jimenez M, Veldman T, Hudson L, Lucas J, Dunson D, Zaas AK, Woods CW, Ginsburg GS, Carin L. Bayesian modeling of temporal properties of infectious disease in a college student population Journal of Applied Statistics. 41: 1358-1382. DOI: 10.1080/02664763.2013.870138 |
1 |
|
| 2013 |
Henao R, Murray J, Ginsburg G, Carin L, Lucas JE. Patient clustering with uncoded text in electronic medical records. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 2013: 592-9. PMID 24551361 |
1 |
|
| 2013 |
Zhou M, Carin L. Negative Binomial Process Count and Mixture Modeling. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 24144977 |
1 |
|
| 2013 |
Zaas AK, Burke T, Chen M, McClain M, Nicholson B, Veldman T, Tsalik EL, Fowler V, Rivers EP, Otero R, Kingsmore SF, Voora D, Lucas J, Hero AO, Carin L, et al. A host-based RT-PCR gene expression signature to identify acute respiratory viral infection. Science Translational Medicine. 5: 203ra126. PMID 24048524 DOI: 10.1126/scitranslmed.3006280 |
1 |
|
| 2013 |
Murray JS, Dunson DB, Carin L, Lucas JE. Bayesian Gaussian Copula Factor Models for Mixed Data. Journal of the American Statistical Association. 108: 656-665. PMID 23990691 DOI: 10.1080/01621459.2012.762328 |
1 |
|
| 2013 |
Karumbaiah L, Saxena T, Carlson D, Patil K, Patkar R, Gaupp EA, Betancur M, Stanley GB, Carin L, Bellamkonda RV. Relationship between intracortical electrode design and chronic recording function. Biomaterials. 34: 8061-74. PMID 23891081 DOI: 10.1016/j.biomaterials.2013.07.016 |
1 |
|
| 2013 |
Langley RJ, Tsalik EL, van Velkinburgh JC, Glickman SW, Rice BJ, Wang C, Chen B, Carin L, Suarez A, Mohney RP, Freeman DH, Wang M, You J, Wulff J, Thompson JW, et al. An integrated clinico-metabolomic model improves prediction of death in sepsis. Science Translational Medicine. 5: 195ra95. PMID 23884467 DOI: 10.1126/scitranslmed.3005893 |
1 |
|
| 2013 |
Chen B, Polatkan G, Sapiro G, Blei D, Dunson D, Carin L. Deep learning with hierarchical convolutional factor analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 1887-901. PMID 23787342 DOI: 10.1109/TPAMI.2013.19 |
1 |
|
| 2013 |
Llull P, Liao X, Yuan X, Yang J, Kittle D, Carin L, Sapiro G, Brady DJ. Coded aperture compressive temporal imaging. Optics Express. 21: 10526-45. PMID 23669910 DOI: 10.1364/OE.21.010526 |
1 |
|
| 2013 |
Woods CW, McClain MT, Chen M, Zaas AK, Nicholson BP, Varkey J, Veldman T, Kingsmore SF, Huang Y, Lambkin-Williams R, Gilbert AG, Hero AO, Ramsburg E, Glickman S, Lucas JE, ... Carin L, et al. A host transcriptional signature for presymptomatic detection of infection in humans exposed to influenza H1N1 or H3N2. Plos One. 8: e52198. PMID 23326326 DOI: 10.1371/journal.pone.0052198 |
1 |
|
| 2013 |
Henao R, Thompson JW, Moseley MA, Ginsburg GS, Carin L, Lucas JE. Latent protein trees Annals of Applied Statistics. 7: 691-713. DOI: 10.1214/13-AOAS639 |
1 |
|
| 2013 |
Rajwade A, Kittle D, Tsai TH, Brady D, Carin L. Coded hyperspectral imaging and blind compressive sensing Siam Journal On Imaging Sciences. 6: 782-812. DOI: 10.1137/120875302 |
1 |
|
| 2013 |
Duarte-Carvajalino JM, Yu G, Carin L, Sapiro G. Task-driven adaptive statistical compressive sensing of gaussian mixture models Ieee Transactions On Signal Processing. 61: 585-600. DOI: 10.1109/TSP.2012.2225054 |
1 |
|
| 2013 |
Lu Y, Trett K, Shain W, Carin L, Coifman R, Roysam B. Quantitative profiling of microglia populations using harmonic co-clustering of arbor morphology measurements Proceedings - International Symposium On Biomedical Imaging. 1360-1363. DOI: 10.1109/ISBI.2013.6556785 |
1 |
|
| 2013 |
Yang J, Yuan X, Liao X, Llull P, Sapiro G, Brady DJ, Carin L. Gaussian mixture model for video compressive sensing 2013 Ieee International Conference On Image Processing, Icip 2013 - Proceedings. 19-23. DOI: 10.1109/ICIP.2013.6738005 |
1 |
|
| 2013 |
Yuan X, Yang J, Llull P, Liao X, Sapiro G, Brady DJ, Carin L. Adaptive temporal compressive sensing for video 2013 Ieee International Conference On Image Processing, Icip 2013 - Proceedings. 14-18. DOI: 10.1109/ICIP.2013.6738004 |
1 |
|
| 2013 |
Renna F, Rodrigues MRD, Chen M, Calderbank R, Carin L. Compressive sensing for incoherent imaging systems with optical constraints Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5484-5488. DOI: 10.1109/ICASSP.2013.6638712 |
1 |
|
| 2013 |
Renna F, Calderbank R, Carin L, Rodrigues MRD. Reconstruction of Gaussian mixture models from compressive measurements: A phase transition view 2013 Ieee Global Conference On Signal and Information Processing, Globalsip 2013 - Proceedings. 628. DOI: 10.1109/GlobalSIP.2013.6736965 |
1 |
|
| 2013 |
Salazar E, Dunson DB, Carin L. Analysis of space-time relational data with application to legislative voting Computational Statistics and Data Analysis. 68: 141-154. DOI: 10.1016/j.csda.2013.06.018 |
1 |
|
| 2012 |
Zhou M, Li L, Dunson D, Carin L. Lognormal and Gamma Mixed Negative Binomial Regression. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2012: 1343-1350. PMID 25279391 |
1 |
|
| 2012 |
Carin L, Hero A, Lucas J, Dunson D, Chen M, Heñao R, Tibau-Puig A, Zaas A, Woods CW, Ginsburg GS. High-Dimensional Longitudinal Genomic Data: An analysis used for monitoring viral infections. Ieee Signal Processing Magazine. 29: 108-123. PMID 24678238 DOI: 10.1109/MSP.2011.943009 |
0.76 |
|
| 2012 |
Ding M, He L, Dunson D, Carin L. Nonparametric Bayesian Segmentation of a Multivariate Inhomogeneous Space-Time Poisson Process. Bayesian Analysis (Online). 7: 813-840. PMID 23741284 DOI: 10.1214/12-BA727 |
0.92 |
|
| 2012 |
Zhou M, Chen H, Paisley J, Ren L, Li L, Xing Z, Dunson D, Sapiro G, Carin L. Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 130-44. PMID 21693421 DOI: 10.1109/TIP.2011.2160072 |
1 |
|
| 2012 |
Xing Z, Zhou M, Castrodad A, Sapiro G, Carin L. Dictionary learning for noisy and incomplete hyperspectral images Siam Journal On Imaging Sciences. 5: 33-56. DOI: 10.1137/110837486 |
1 |
|
| 2012 |
Henao R, Thompson JW, Moseley MA, Ginsburg GS, Carin L, Lucas JE. Hierarchical factor modeling of proteomics data 2012 Ieee 2nd International Conference On Computational Advances in Bio and Medical Sciences, Iccabs 2012. DOI: 10.1109/ICCABS.2012.6182638 |
1 |
|
| 2012 |
Duarte-Carvajalino JM, Yu G, Carin L, Sapiro G. Adapted statistical compressive sensing: Learning to sense gaussian mixture models Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3653-3656. DOI: 10.1109/ICASSP.2012.6288708 |
1 |
|
| 2011 |
Zhang X, Dunson DB, Carin L. Tree-Structured Infinite Sparse Factor Model. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2011: 785-792. PMID 25279389 |
1 |
|
| 2011 |
Chen H, Dunson DB, Carin L. Topic Modeling with Nonparametric Markov Tree. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2011: 377-384. PMID 25279387 |
1 |
|
| 2011 |
Ren L, Du L, Carin L, Dunson DB. Logistic Stick-Breaking Process. Journal of Machine Learning Research : Jmlr. 12: 203-239. PMID 25258593 |
1 |
|
| 2011 |
Carin L, Baraniuk RG, Cevher V, Dunson D, Jordan MI, Sapiro G, Wakin MB. Learning Low-Dimensional Signal Models: A Bayesian approach based on incomplete measurements. Ieee Signal Processing Magazine. 28. PMID 24363544 DOI: 10.1109/MSP.2010.939733 |
1 |
|
| 2011 |
Chen M, Zaas A, Woods C, Ginsburg GS, Lucas J, Dunson D, Carin L. Predicting Viral Infection From High-Dimensional Biomarker Trajectories. Journal of the American Statistical Association. 106: 1259-1279. PMID 23704802 DOI: 10.1198/jasa.2011.ap10611 |
1 |
|
| 2011 |
Huang Y, Zaas AK, Rao A, Dobigeon N, Woolf PJ, Veldman T, Øien NC, McClain MT, Varkey JB, Nicholson B, Carin L, Kingsmore S, Woods CW, Ginsburg GS, Hero AO. Temporal dynamics of host molecular responses differentiate symptomatic and asymptomatic influenza a infection. Plos Genetics. 7: e1002234. PMID 21901105 DOI: 10.1371/journal.pgen.1002234 |
1 |
|
| 2011 |
Ding X, He L, Carin L. Bayesian robust principal component analysis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 3419-30. PMID 21606026 DOI: 10.1109/TIP.2011.2156801 |
0.92 |
|
| 2011 |
Chen M, Carlson D, Zaas A, Woods CW, Ginsburg GS, Hero A, Lucas J, Carin L. Detection of viruses via statistical gene expression analysis. Ieee Transactions On Bio-Medical Engineering. 58: 468-79. PMID 20643599 DOI: 10.1109/TBME.2010.2059702 |
1 |
|
| 2011 |
Castrodad A, Xing Z, Greer JB, Bosch E, Carin L, Sapiro G. Learning discriminative sparse representations for modeling, source separation, and mapping of hyperspectral imagery Ieee Transactions On Geoscience and Remote Sensing. 49: 4263-4281. DOI: 10.1109/TGRS.2011.2163822 |
1 |
|
| 2011 |
Wang E, Silva J, Willett R, Carin L. Time-evolving modeling of social networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2184-2187. DOI: 10.1109/ICASSP.2011.5946761 |
1 |
|
| 2010 |
Blei D, Carin L, Dunson D. Probabilistic Topic Models: A focus on graphical model design and applications to document and image analysis. Ieee Signal Processing Magazine. 27: 55-65. PMID 25104898 DOI: 10.1109/MSP.2010.938079 |
0.76 |
|
| 2010 |
Wang C, Liao X, Carin L, Dunson DB. Classification with Incomplete Data Using Dirichlet Process Priors. Journal of Machine Learning Research : Jmlr. 11: 3269-3311. PMID 23990757 |
1 |
|
| 2010 |
Chen M, Silva J, Paisley J, Wang C, Dunson D, Carin L. Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 58: 6140-6155. PMID 23894225 DOI: 10.1109/TSP.2010.2070796 |
0.76 |
|
| 2010 |
Chen B, Chen M, Paisley J, Zaas A, Woods C, Ginsburg GS, Hero A, Lucas J, Dunson D, Carin L. Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies. Bmc Bioinformatics. 11: 552. PMID 21062443 DOI: 10.1186/1471-2105-11-552 |
1 |
|
| 2010 |
Pruteanu-Malinici I, Ren L, Paisley J, Wang E, Carin L. Hierarchical bayesian modeling of topics in time-stamped documents. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 996-1011. PMID 20431127 DOI: 10.1109/TPAMI.2009.125 |
1 |
|
| 2010 |
Ren L, Dunson D, Lindroth S, Carin L. Dynamic nonparametric bayesian models for analysis of music Journal of the American Statistical Association. 105: 458-472. DOI: 10.1198/jasa.2009.ap08497 |
1 |
|
| 2010 |
Du L, Chen M, Lucas J, Carin L. Sticky hidden Markov modeling of comparative genomic hybridization Ieee Transactions On Signal Processing. 58: 5353-5368. DOI: 10.1109/TSP.2010.2053033 |
1 |
|
| 2010 |
Cevher V, Indyk P, Carin L, Baraniuk R. Sparse signal recovery and acquisition with graphical models Ieee Signal Processing Magazine. 27: 92-103. DOI: 10.1109/MSP.2010.938029 |
1 |
|
| 2010 |
Paisley J, Zhou M, Sapiro G, Carin L. Nonparametric image interpolation and dictionary learning using spatially-dependent dirichlet and beta process priors Proceedings - International Conference On Image Processing, Icip. 1869-1872. DOI: 10.1109/ICIP.2010.5653350 |
1 |
|
| 2010 |
Castrodad A, Xing Z, Greer J, Bosch E, Carin L, Sapiro G. Discriminative sparse representations in hyperspectral imagery Proceedings - International Conference On Image Processing, Icip. 1313-1316. DOI: 10.1109/ICIP.2010.5651568 |
1 |
|
| 2010 |
Zaas AK, Chen M, Hero AO, Lucas J, Carin L, Ginsburg GS. Response: Improving Development of the Molecular Signature for Diagnosis of Acute Respiratory Viral Infections Cell Host and Microbe. 7: 102. DOI: 10.1016/j.chom.2010.02.002 |
1 |
|
| 2009 |
Du L, Ren L, Dunson DB, Carin L. A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation. Advances in Neural Information Processing Systems. 2009: 486-494. PMID 25360065 |
1 |
|
| 2009 |
Zaas AK, Chen M, Varkey J, Veldman T, Hero AO, Lucas J, Huang Y, Turner R, Gilbert A, Lambkin-Williams R, Øien NC, Nicholson B, Kingsmore S, Carin L, Woods CW, et al. Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans. Cell Host & Microbe. 6: 207-17. PMID 19664979 DOI: 10.1016/j.chom.2009.07.006 |
1 |
|
| 2009 |
Liu Q, Liao X, Carin HL, Stack JR, Carin L. Semisupervised multitask learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 1074-86. PMID 19372611 DOI: 10.1109/TPAMI.2008.296 |
1 |
|
| 2009 |
Stack JR, Dobeck GJ, Liao X, Carin L. Kernel-matching pursuits with arbitrary loss functions. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 20: 395-405. PMID 19179248 DOI: 10.1109/TNN.2008.2008337 |
1 |
|
| 2009 |
Ji S, Watson LT, Carin L. Semisupervised learning of hidden Markov models via a homotopy method. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 275-87. PMID 19110493 DOI: 10.1109/TPAMI.2008.71 |
1 |
|
| 2009 |
Ren L, Dunson DB, Lindroth S, Carin L. Music analysis with a Bayesian dynamic model Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1681-1684. DOI: 10.1109/ICASSP.2009.4959925 |
1 |
|
| 2009 |
Wang C, An Q, Carin L, Dunson DB. Multi-task classification with infinite local experts Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1569-1572. DOI: 10.1109/ICASSP.2009.4959897 |
1 |
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| 2008 |
Pruteanu-Malinici I, Carin L. Infinite hidden Markov models for unusual-event detection in video. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 17: 811-22. PMID 18390385 DOI: 10.1109/TIP.2008.919359 |
1 |
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| 2008 |
Bucaro JA, Houston BH, Saniga M, Dragonette LR, Yoder T, Dey S, Kraus L, Carin L. Broadband acoustic scattering measurements of underwater unexploded ordnance (UXO). The Journal of the Acoustical Society of America. 123: 738-46. PMID 18247878 DOI: 10.1121/1.2821794 |
0.44 |
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| 2008 |
Dunson DB, Xue Y, Carin L. The matrix stick-breaking process: Flexible Bayes meta-analysis Journal of the American Statistical Association. 103: 317-327. DOI: 10.1198/016214507000001364 |
1 |
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| 2008 |
Carin L, Cybenko G, Hughes J. Cybersecurity strategies: The QuERIES methodology Computer. 41: 20-26. DOI: 10.1109/MC.2008.295 |
1 |
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| 2008 |
Ren L, Dunson DB, Carin L. The dynamic hierarchical Dirichlet process Proceedings of the 25th International Conference On Machine Learning. 824-831. |
1 |
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| 2007 |
Ni K, Qi Y, Carin L. Multiaspect target detection via the infinite hidden Markov model. The Journal of the Acoustical Society of America. 121: 2731-42. PMID 17550173 DOI: 10.1121/1.2714912 |
1 |
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| 2007 |
Williams D, Liao X, Xue Y, Carin L, Krishnapuram B. On classification with incomplete data. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 427-36. PMID 17224613 DOI: 10.1109/TPAMI.2007.52 |
1 |
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| 2007 |
Ni K, Carin L, Dunson D. Multi-task learning for sequential data via iHMMs and the nested Dirichlet process Acm International Conference Proceeding Series. 227: 689-696. DOI: 10.1145/1273496.1273583 |
1 |
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| 2007 |
Stack JR, Crosby F, McDonald RJ, Xue Y, Carin L. Multi-task learning for underwater object classification Proceedings of Spie - the International Society For Optical Engineering. 6553. DOI: 10.1117/12.717071 |
1 |
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| 2007 |
Qi Y, Paisley JW, Carin L. Music analysis using hidden Markov mixture models Ieee Transactions On Signal Processing. 55: 5209-5224. DOI: 10.1109/TSP.2007.898782 |
1 |
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| 2007 |
Qi Y, Paisley JW, Carin L. Dirichlet process HMM mixture models with application to music analysis Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2: II465-II468. DOI: 10.1109/ICASSP.2007.366273 |
1 |
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| 2007 |
Ni K, Qi Y, Carin L. Multi-aspect target classification and detection via the infinite hidden markov model Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2. DOI: 10.1109/ICASSP.2007.366265 |
1 |
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| 2007 |
Bal G, Carin L, Liu D, Ren K. Experimental validation of a transport-based imaging method in highly scattering environments Inverse Problems. 23: 2527-2539. DOI: 10.1088/0266-5611/23/6/015 |
1 |
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| 2007 |
Ji S, Carin L. Cost-sensitive feature acquisition and classification Pattern Recognition. 40: 1474-1485. DOI: 10.1016/j.patcog.2006.11.008 |
1 |
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| 2006 |
Ji S, Krishnapuram B, Carin L. Variational Bayes for continuous hidden Markov models and its application to active learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 522-32. PMID 16566502 DOI: 10.1109/TPAMI.2006.85 |
1 |
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| 2006 |
Chang S, Carin L. A modified SPIHT algorithm for image coding with a joint MSE and classification distortion measure. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 713-25. PMID 16519357 |
0.96 |
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| 2006 |
Dasgupta N, Carin L. Texture analysis with variational hidden Markov trees Ieee Transactions On Signal Processing. 54: 2352-2356. DOI: 10.1109/TSP.2006.872588 |
1 |
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| 2006 |
Stack JR, Arrieta R, Liao X, Carin L. A kernel machine framework for feature optimization in multi-frequency sonar imagery Oceans 2006. DOI: 10.1109/OCEANS.2006.307121 |
1 |
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| 2005 |
Krishnapuram B, Carin L, Figueiredo MA, Hartemink AJ. Sparse multinomial logistic regression: fast algorithms and generalization bounds. Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 957-68. PMID 15943426 DOI: 10.1109/TPAMI.2005.127 |
1 |
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| 2005 |
Dasgupta N, Carin L. Time-reversal imaging for classification of submerged elastic targets via Gibbs sampling and the Relevance Vector Machine. The Journal of the Acoustical Society of America. 117: 1999-2011. PMID 15898643 |
1 |
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| 2005 |
Dasgupta N, Carin L. Time-reversal imaging for classification of submerged elastic targets via Gibbs sampling and the Relevance Vector Machine Journal of the Acoustical Society of America. 117: 1999-2011. DOI: 10.1121/1.1862592 |
1 |
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| 2005 |
Dura E, Zhang Y, Liao X, Dobeck GJ, Carin L. Active learning for detection of mine-like objects in side-scan sonar imagery Ieee Journal of Oceanic Engineering. 30: 360-371. DOI: 10.1109/JOE.2005.850931 |
1 |
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| 2005 |
Chen Y, Joines WT, Chai M, Liu QH, Carin L. Analysis, design, and construction of a broadband balun for coaxial-to-planar transmission lines Microwave and Optical Technology Letters. 44: 501-504. DOI: 10.1002/mop.20679 |
1 |
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| 2004 |
Krishnapuram B, Hartemink AJ, Carin L, Figueiredo MA. A Bayesian approach to joint feature selection and classifier design. Ieee Transactions On Pattern Analysis and Machine Intelligence. 26: 1105-11. PMID 15742887 DOI: 10.1109/TPAMI.2004.55 |
1 |
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| 2004 |
Liao X, Carin L. Application of the theory of optimal experiments to adaptive electromagnetic-induction sensing of buried targets. Ieee Transactions On Pattern Analysis and Machine Intelligence. 26: 961-72. PMID 15641727 DOI: 10.1109/TPAMI.2004.38 |
0.72 |
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| 2004 |
Krishnapuram B, Carin L, Hartemink AJ. Joint classifier and feature optimization for comprehensive cancer diagnosis using gene expression data. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 11: 227-42. PMID 15285890 DOI: 10.1089/1066527041410463 |
1 |
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| 2004 |
Carin L, Liu H, Yoder T, Couchman L, Houston B, Bucaro J. Wideband time-reversal imaging of an elastic target in an acoustic waveguide. The Journal of the Acoustical Society of America. 115: 259-68. PMID 14759019 |
0.56 |
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| 2003 |
Zhu X, Carin L, Dogaru T. Parallel implementation of the biorthogonal multiresolution time-domain method. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 20: 844-55. PMID 12747432 |
0.48 |
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| 2003 |
Liu Q, Krishnapuram B, Pratapa P, Liao X, Hartemink A, Carin L. Identification of differentially expressed proteins using MALDI-TOF mass spectra Conference Record of the Asilomar Conference On Signals, Systems and Computers. 2: 1323-1327. |
1 |
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| 2003 |
Krishnapuram B, Carin L, Hartemink AJ. Joint classifier and feature optimization for cancer diagnosis using gene expression data Proceedings of the Annual International Conference On Computational Molecular Biology, Recomb. 167-175. |
1 |
|
| 2002 |
Bharadwaj P, Carin L. Infrared-image classification using hidden Markov trees Ieee Transactions On Pattern Analysis and Machine Intelligence. 24: 1394-1398. DOI: 10.1109/TPAMI.2002.1039210 |
1 |
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| 2002 |
Liao X, Carin L. A new algorithm for independent component analysis with or without constraints Proceedings of the Ieee Sensor Array and Multichannel Signal Processing Workshop. 2002: 413-417. DOI: 10.1109/SAM.2002.1191072 |
0.72 |
|
| 2002 |
Dasgupta N, Lin S, Carin L. Sequential modeling for identifying CpG island locations in human genome Ieee Signal Processing Letters. 9: 407-409. DOI: 10.1109/LSP.2002.806062 |
1 |
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| 2001 |
Collins LM, Zhang Y, Li J, Wang H, Carin L, Hart SJ, Rose-Pehrsson SL, Nelson HH, McDonald JR. A comparison of the performance of statistical and fuzzy algorithms for unexploded ordnance detection Ieee Transactions On Fuzzy Systems. 9: 17-30. DOI: 10.1109/91.917111 |
1 |
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| 2001 |
Geng N, Sullivan A, Carin L. Fast multipole method for scattering from an arbitrary PEC target above or buried in a lossy half space Ieee Transactions On Antennas and Propagation. 49: 740-747. DOI: 10.1109/8.929628 |
1 |
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| 2001 |
He J, Geng N, Nguyen L, Carin L. Rigorous Modeling of ultrawideband VHF scattering from tree trunks over flat and sloped terrain Ieee Transactions On Geoscience and Remote Sensing. 39: 2182-2193. DOI: 10.1109/36.957281 |
1 |
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| 2001 |
Dong Y, Runkle PR, Carin L, Damarla R, Sullivan A, Ressler MA, Sichina J. Multi-aspect detection of surface and shallow-buried unexploded ordnance via ultra-wideband synthetic aperture radar Ieee Transactions On Geoscience and Remote Sensing. 39: 1259-1270. DOI: 10.1109/36.927448 |
1 |
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| 2001 |
Carin L, Yu H, Dalichaouch Y, Perry AR, Czipott PV, Baum CE. On the wideband EMI response of a rotationally symmetric permeable and conducting target Ieee Transactions On Geoscience and Remote Sensing. 39: 1206-1213. DOI: 10.1109/36.927442 |
1 |
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| 2000 |
Sullivan A, Damarla R, Geng N, Dong Y, Carin L. Ultrawide-band synthetic aperture radar for detection of unexploded ordnance: Modeling and measurements Ieee Transactions On Antennas and Propagation. 48: 1306-1315. DOI: 10.1109/8.898763 |
1 |
|
| 2000 |
Geng N, Sullivan A, Carin L. Multilevel fast-multipole algorithm for scattering from conducting targets above or embedded in a lossy half space Ieee Transactions On Geoscience and Remote Sensing. 38: 1561-1573. DOI: 10.1109/36.851956 |
1 |
|
| 2000 |
Gao P. Classification of landmine-like metal targets using wideband electromagnetic induction Ieee Transactions On Geoscience and Remote Sensing. 38: 1352-1361. DOI: 10.1109/36.843029 |
0.84 |
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| 2000 |
Yu T. Analysis of the electromagnetic inductive response of a void in a conducting-soil background Ieee Transactions On Geoscience and Remote Sensing. 38: 1320-1327. DOI: 10.1109/36.843025 |
0.88 |
|
| 1999 |
Runkle P, Carin L, Couchman L, Bucaro JA, Yoder TJ. Multiaspect identification of submerged elastic targets via wave-based matching pursuits and hidden Markov models Journal of the Acoustical Society of America. 106: 605-616. DOI: 10.1121/1.427029 |
1 |
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| 1999 |
Bharadwaj PK, Runkle PR, Carin L. Target identification with wave-based matched pursuits and hidden Markov models Ieee Transactions On Antennas and Propagation. 47: 1543-1554. DOI: 10.1109/8.805897 |
1 |
|
| 1999 |
Geng N, Jackson DR, Carin L. On the resonances of a dielectric BOR buried in a dispersive layered medium Ieee Transactions On Antennas and Propagation. 47: 1305-1313. DOI: 10.1109/8.791948 |
1 |
|
| 1999 |
Geng N. Wide-band electromagnetic scattering from a dielectric BOR buried in a layered lossy dispersive medium Ieee Transactions On Antennas and Propagation. 47: 610-619. DOI: 10.1109/8.768799 |
0.76 |
|
| 1999 |
Runkle PR, Bharadwaj PK, Couchman L, Carin L. Hidden Markov models for multiaspect target classification Ieee Transactions On Signal Processing. 47: 2035-2040. DOI: 10.1109/78.771050 |
1 |
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| 1999 |
Carin L, Geng N, McClure M, Sichina J, Nguyen L. Ultra-wide-band synthetic-aperture radar for mine-field detection Ieee Antennas and Propagation Magazine. 41: 18-33. DOI: 10.1109/74.755021 |
1 |
|
| 1999 |
Geng N. Wide-band vhp scattering from a trihedral reflector situated above a lossy dispersive halfspace Ieee Transactions On Geoscience and Remote Sensing. 37: 2609-2617. DOI: 10.1109/36.789655 |
0.8 |
|
| 1999 |
Geng N, Carin L. Short-pulse electromagnetic scattering from arbitrarily oriented subsurface ordnance Ieee Transactions On Geoscience and Remote Sensing. 37: 2111-2113. DOI: 10.1109/36.774726 |
1 |
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| 1998 |
Merchant BL, Kapoor R, Carin L. Comparison of model-based results with measured data for metal buried mines Proceedings of Spie - the International Society For Optical Engineering. 3392: 658-667. DOI: 10.1117/12.324238 |
1 |
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| 1998 |
Geng N, Carin L. Ultrawideband scattering from and the resonances of buried dielectric mines Proceedings of Spie - the International Society For Optical Engineering. 3392: 644-655. DOI: 10.1117/12.324237 |
1 |
|
| 1998 |
Geng N, Garber P, Collins LM, Carin L, Hansen D, Keiswetter DA, Won IJ. Wideband electromagnetic induction for metal-target identification: Theory, measurement, and signal processing Proceedings of Spie - the International Society For Optical Engineering. 3392: 42-51. DOI: 10.1117/12.324223 |
1 |
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| 1998 |
McClure M, Bharadwaj P, Carin L. Multiresolution signature-based sar target detection Proceedings of Spie - the International Society For Optical Engineering. 3370: 318-329. DOI: 10.1117/12.321836 |
1 |
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| 1997 |
McClure M, Qiu RC, Carin L. On the superresolution identification of observables from swept-frequency scattering data Ieee Transactions On Antennas and Propagation. 45: 631-641. DOI: 10.1109/8.564089 |
1 |
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| 1996 |
Hsu TT, McClure MR, Felsen LB, Carin L. Wave-oriented processing of scattered field data from a plane-wave-excited finite array of filaments on an infinite dielectric slab Ieee Transactions On Antennas and Propagation. 44: 352-360. DOI: 10.1109/8.486304 |
1 |
|
| 1996 |
Hsu TT, Carin L. FDTD analysis of plane-wave diffraction from microwave devices on an infinite dielectric slab Ieee Microwave and Guided Wave Letters. 6: 16-18. DOI: 10.1109/75.482057 |
1 |
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| 1995 |
Kralj D, Mei L, Hsu TT, Carin L. Short-Pulse Propagation in a Hollow Waveguide: Analysis, Optoelectronic Measurement, and Signal Processing Ieee Transactions On Microwave Theory and Techniques. 43: 2144-2150. DOI: 10.1109/22.414552 |
1 |
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| 1994 |
McClure M, Kralj D, Hsu TT, Carin L, Felsen LB. Frequency-domain scattering by nonuniform truncated arrays: Wave-oriented data processing for inversion and imaging Journal of the Optical Society of America a: Optics and Image Science, and Vision. 11: 2675-2684. DOI: 10.1364/JOSAA.11.002675 |
1 |
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| 1988 |
Carin L, Webb KJ, Weinreb S. Matched Windows in Circular Waveguide Ieee Transactions On Microwave Theory and Techniques. 36: 1359-1362. DOI: 10.1109/22.3683 |
1 |
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