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AUTHOR = "Zhao, L. and Hu, Q. and Wang, W.",
TITLE = "Heterogeneous Feature Selection With Multi-Modal Deep Neural Networks
and Sparse Group LASSO",
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AUTHOR = "Souly, N. and Shah, M.A.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134206"}
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AUTHOR = "Shen, X.Y. and Chen, L. and Gu, Y.T. and So, H.C.",
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@article{bb138241,
AUTHOR = "Painsky, A. and Rosset, S.",
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AUTHOR = "Lu, G.F. and Lin, Z. and Jin, Z.",
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AUTHOR = "Lu, G.F. and Lin, Z. and Jin, Z.",
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AUTHOR = "Lu, G.F. and Tang, G. and Zou, J.",
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AUTHOR = "Lu, G.F. and Zou, J. and Wang, Y.",
TITLE = "L1-norm and maximum margin criterion based discriminant locality
preserving projections via trace Lasso",
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AUTHOR = "Zhang, Z.H. and Tian, Y.Y. and Bai, L. and Xiahou, J.B. and Hancock, E.R.",
TITLE = "High-order covariate interacted Lasso for feature selection",
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AUTHOR = "Ma, X. and Liu, Q. and Ou, W.H. and Zhou, Q.",
TITLE = "Visual object tracking via coefficients constrained exclusive group
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134214"}
@article{bb138248,
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YEAR = "2019",
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@article{bb138249,
AUTHOR = "Guo, C.G. and Chen, D.Y. and Huang, Z.Q.",
TITLE = "Real-Time Sparse Visual Tracking Using Circulant Reverse LASSO Model",
JOURNAL = IEICE,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134216"}
@article{bb138250,
AUTHOR = "Duan, J.B. and Idier, J. and Wang, Y.P. and Wan, M.X.",
TITLE = "A Joint Least Squares and Least Absolute Deviation Model",
JOURNAL = SPLetters,
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NUMBER = "4",
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PAGES = "543-547",
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@article{bb138251,
AUTHOR = "Dong, Y. and Yang, X. and Zhao, X. and Li, J.",
TITLE = "Bidirectional Convolutional Recurrent Sparse Network (BCRSN):
An Efficient Model for Music Emotion Recognition",
JOURNAL = MultMed,
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NUMBER = "12",
MONTH = "December",
PAGES = "3150-3163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134218"}
@article{bb138252,
AUTHOR = "Moghimi, B. and Safikhani, A. and Kamga, C. and Hao, W. and Ma, J.",
TITLE = "Short-Term Prediction of Signal Cycle on an Arterial With
Actuated-Uncoordinated Control Using Sparse Time Series Models",
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NUMBER = "8",
MONTH = "August",
PAGES = "2976-2985",
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@article{bb138253,
AUTHOR = "Liu, C. and Zheng, C.T. and Qian, S. and Wu, S. and Wong, H.S.",
TITLE = "Encoding sparse and competitive structures among tasks in multi-task
learning",
JOURNAL = PR,
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YEAR = "2019",
PAGES = "689-701",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134220"}
@article{bb138254,
AUTHOR = "Seghouane, A.K. and Shokouhi, N. and Koch, I.",
TITLE = "Sparse Principal Component Analysis With Preserved Sparsity Pattern",
JOURNAL = IP,
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NUMBER = "7",
MONTH = "July",
PAGES = "3274-3285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134221"}
@article{bb138255,
AUTHOR = "Abdolali, M. and Rahmati, M.",
TITLE = "Robust subspace clustering for image data using clean dictionary
estimation and group lasso based matrix completion",
JOURNAL = JVCIR,
VOLUME = "61",
YEAR = "2019",
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AUTHOR = "Zhang, M.",
TITLE = "Forward-stagewise clustering: An algorithm for convex clustering",
JOURNAL = PRL,
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YEAR = "2019",
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@article{bb138257,
AUTHOR = "Zheng, S. and Ding, C.",
TITLE = "A group lasso based sparse KNN classifier",
JOURNAL = PRL,
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YEAR = "2020",
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@article{bb138258,
AUTHOR = "Cui, L.X. and Bai, L. and Wang, Y. and Yu, P.S. and Hancock, E.R.",
TITLE = "Fused lasso for feature selection using structural information",
JOURNAL = PR,
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YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134225"}
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AUTHOR = "Lee, S. and Gornitz, N. and Xing, E.P. and Heckerman, D. and Lippert, C.",
TITLE = "Ensembles of Lasso Screening Rules",
JOURNAL = PAMI,
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NUMBER = "12",
MONTH = "December",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134226"}
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AUTHOR = "Bento, J. and Furmaniak, R. and Ray, S.",
TITLE = "On the Complexity of the Weighted Fused Lasso",
JOURNAL = SPLetters,
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NUMBER = "10",
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@article{bb138261,
AUTHOR = "Fosson, S.M.",
TITLE = "A Biconvex Analysis for Lasso L_1 Reweighting",
JOURNAL = SPLetters,
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YEAR = "2018",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134228"}
@article{bb138262,
AUTHOR = "Ren, S.G. and Huang, S.A. and Ye, J.P. and Qian, X.N.",
TITLE = "Safe Feature Screening for Generalized LASSO",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "2992-3006",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134229"}
@article{bb138263,
AUTHOR = "Jung, A.",
TITLE = "On the Duality Between Network Flows and Network Lasso",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "940-944",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134230"}
@article{bb138264,
AUTHOR = "Wang, X. and Benesty, J. and Chen, J. and Cohen, I.",
TITLE = "Beamforming With Small-Spacing Microphone Arrays Using
Constrained/Generalized LASSO",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "356-360",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134231"}
@article{bb138265,
AUTHOR = "Li, D. and Cui, F. and Wang, A. and Li, Y. and Wu, J. and Qiao, Y.",
TITLE = "Adaptive Detection Algorithm for Hazardous Clouds Based on Infrared
Remote Sensing Spectroscopy and the LASSO Method",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "8649-8664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134232"}
@article{bb138266,
AUTHOR = "Mao, R.Y. and Chen, Z.Y. and Hu, G.B.",
TITLE = "Robust temporal low-rank representation for traffic data recovery via
fused LASSO",
JOURNAL = IET-ITS,
VOLUME = "15",
YEAR = "2021",
NUMBER = "2",
PAGES = "175-186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134233"}
@article{bb138267,
AUTHOR = "Jung, A. and Sarcheshmeh Pour, Y.",
TITLE = "Local Graph Clustering With Network Lasso",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "106-110",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134234"}
@article{bb138268,
AUTHOR = "Jarret, A. and Fageot, J. and Simeoni, M.",
TITLE = "A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "637-641",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134235"}
@article{bb138269,
AUTHOR = "Masuda, R. and Inoue, R.",
TITLE = "Point Event Cluster Detection via the Bayesian Generalized Fused
Lasso",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134236"}
@article{bb138270,
AUTHOR = "Shang, P. and Kong, L.C. and Liu, D.",
TITLE = "A Safe Feature Screening Rule for Rank Lasso",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "1062-1066",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134237"}
@article{bb138271,
AUTHOR = "Gao, R. and Sarkka, S. and Claveria Vega, R. and Godsill, S.",
TITLE = "Autonomous Tracking and State Estimation With Generalized Group Lasso",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "12056-12070",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134238"}
@article{bb138272,
AUTHOR = "Yang, M.S. and Benjamin, J.B.M.",
TITLE = "Sparse possibilistic c-means clustering with Lasso",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134239"}
@article{bb138273,
AUTHOR = "Jiang, B. and Wang, B.B. and Chen, S. and Tang, J. and Luo, B.",
TITLE = "Graph Neural Network Meets Sparse Representation: Graph Sparse Neural
Networks via Exclusive Group Lasso",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "12692-12698",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134240"}
@article{bb138274,
AUTHOR = "Zhang, M. and Wang, Y.M. and Chen, H.Y. and Li, T. and Liu, S. and Gu, X.F. and Xu, X.Y.",
TITLE = "Design of a differentiable L-1 norm for pattern recognition and
machine learning",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "126-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134241"}
@article{bb138275,
AUTHOR = "Wang, J.K. and Fei, L. and Sun, L.",
TITLE = "Multi-level network Lasso for multi-task personalized learning",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134242"}
@article{bb138276,
AUTHOR = "Shen, X. and Tu, J.Y. and Wang, F.",
TITLE = "Causal Rank Lasso for Single Index Model",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1061-1065",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134243"}
@inproceedings{bb138277,
AUTHOR = "Guo, S. and Zhang, L. and Zheng, X. and Wang, Y. and Li, Y.C. and Chao, F. and Wu, C.L. and Zhang, S.C. and Ji, R.R.",
TITLE = "Automatic Network Pruning via Hilbert-Schmidt Independence Criterion
Lasso under Information Bottleneck Principle",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17412-17423",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134244"}
@inproceedings{bb138278,
AUTHOR = "Tsiligkaridis, T. and Roberts, J.",
TITLE = "Understanding and Increasing Efficiency of Frank-Wolfe Adversarial
Training",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "50-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134245"}
@inproceedings{bb138279,
AUTHOR = "Wang, J.Y. and Zhang, X.L.",
TITLE = "Deep Topic Modeling by Multilayer Bootstrap Network and Lasso",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2470-2475",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134246"}
@inproceedings{bb138280,
AUTHOR = "Seghouane, A.K. and Qadar, M.A.",
TITLE = "Sparsity Preserved Canonical Correlation Analysis",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "31-35",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134247"}
@inproceedings{bb138281,
AUTHOR = "Oyedotun, O.K. and Aouada, D. and Ottersten, B.",
TITLE = "Structured Compression of Deep Neural Networks with Debiased Elastic
Group LASSO",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "2266-2275",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134248"}
@inproceedings{bb138282,
AUTHOR = "Alshawaqfeh, M. and Al Kawam, A. and Serpedin, E.",
TITLE = "Robust Fussed Lasso Model for Recurrent Copy Number Variation
Detection",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "3772-3777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134249"}
@inproceedings{bb138283,
AUTHOR = "Tan, H.L. and Xiao, H.X. and Liu, Y. and Zhang, M.J. and Wang, B.",
TITLE = "LASSO approximation and application to image super-resolution with
CUDA acceleration",
BOOKTITLE = ICIVC17,
YEAR = "2017",
PAGES = "483-488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134250"}
@inproceedings{bb138284,
AUTHOR = "Bibi, A. and Itani, H. and Ghanem, B.",
TITLE = "FFTLasso: Large-Scale LASSO in the Fourier Domain",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4371-4380",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134251"}
@inproceedings{bb138285,
AUTHOR = "Aliquintuy, M. and Frandi, E. and Nanculef, R. and Suykens, J.A.K.",
TITLE = "Efficient Sparse Approximation of Support Vector Machines Solving a
Kernel Lasso",
BOOKTITLE = CIARP16,
YEAR = "2016",
PAGES = "208-216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134252"}
@inproceedings{bb138286,
AUTHOR = "Li, Q. and Qiao, M.Y. and Bian, W. and Tao, D.C.",
TITLE = "Conditional Graphical Lasso for Multi-label Image Classification",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2977-2986",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134253"}
@inproceedings{bb138287,
AUTHOR = "Xin, B. and Tian, Y. and Wang, Y.Z. and Gao, W.",
TITLE = "Background Subtraction via generalized fused LASSO foreground
modeling",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "4676-4684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134254"}
@inproceedings{bb138288,
AUTHOR = "Zhao, K. and Zhang, H.G. and Guo, J.",
TITLE = "An adaptive group LASSO based multi-label regression approach for
facial expression analysis",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "1435-1439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134255"}
@inproceedings{bb138289,
AUTHOR = "Zhao, K. and Zhang, H.G. and Dong, M.Z. and Guo, J. and Qi, Y.G. and Song, Y.Z.",
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Recognition",
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YEAR = "2013",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134256"}
@inproceedings{bb138290,
AUTHOR = "Nafornita, C. and Isar, A. and Nelson, J.D.B.",
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dual-tree complex wavelets",
BOOKTITLE = ICIP14,
YEAR = "2014",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134257"}
@inproceedings{bb138291,
AUTHOR = "Hung, T.Y. and Lu, J.W. and Tan, Y.P. and Gao, S.H.",
TITLE = "Efficient Sparsity Estimation via Marginal-Lasso Coding",
BOOKTITLE = ECCV14,
YEAR = "2014",
PAGES = "IV: 578-592",
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@inproceedings{bb138292,
AUTHOR = "Zini, L. and Odone, F.",
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@inproceedings{bb138293,
AUTHOR = "Vogt, J.E. and Roth, V.",
TITLE = "The Group-Lasso: L1,inf Regularization versus L1,2 Regularization",
BOOKTITLE = DAGM10,
YEAR = "2010",
PAGES = "252-261",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134260"}
@inproceedings{bb138294,
AUTHOR = "Wang, J. and Su, G.D. and Chen, J.S. and Moon, Y.S.",
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BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "4529-4532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT134261"}
@article{bb138295,
AUTHOR = "Roweis, S.T. and Saul, L.K.",
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JOURNAL = Science,
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MONTH = "December",
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@article{bb138296,
AUTHOR = "Kouropteva, O. and Okun, O. and Pietikainen, M.",
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JOURNAL = PR,
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@inproceedings{bb138297,
AUTHOR = "Kouropteva, O. and Okun, O. and Pietikainen, M.",
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BOOKTITLE = SCIA05,
YEAR = "2005",
PAGES = "521-530",
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@inproceedings{bb138298,
AUTHOR = "Hadid, A. and Kouropteva, O. and Pietikanen, M.",
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Experiments with Face Pose Analysis",
BOOKTITLE = ICPR02,
YEAR = "2002",
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@article{bb138299,
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