Xue-wen Chen, Ph.D. - Publications

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
pattern recognition, image processing and product inspection

24 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Rashedi E, Barati E, Nokleby MS, Chen X. “Stream loss”: ConvNet learning for face verification using unlabeled videos in the wild Neurocomputing. 329: 311-319. DOI: 10.1016/J.Neucom.2018.10.041  0.339
2017 Gu H, Wang X, Chen X, Deng S, Shi J. Manifold Learning by Curved Cosine Mapping Ieee Transactions On Knowledge and Data Engineering. 29: 2236-2248. DOI: 10.1109/Tkde.2017.2728790  0.375
2017 Aslan MS, Hailat Z, Alafif TK, Chen X. Multi-channel multi-model feature learning for face recognition Pattern Recognition Letters. 85: 79-83. DOI: 10.1016/J.Patrec.2016.11.021  0.371
2016 Aslan MS, Chen X, Cheng H. Analyzing and learning sparse and scale-free networks using Gaussian graphical models Journal of Data Science. 1: 99-109. DOI: 10.1007/S41060-016-0009-Y  0.341
2014 Chen XW, Lin X. Big data deep learning: Challenges and perspectives Ieee Access. 2: 514-525. DOI: 10.1109/Access.2014.2325029  0.345
2014 Zhang K, Chen XW. Large-scale deep belief nets with mapreduce Ieee Access. 2: 395-403. DOI: 10.1109/Access.2014.2319813  0.338
2013 Cheng H, Liu Z, Yang L, Chen X. Sparse representation and learning in visual recognition: Theory and applications Signal Processing. 93: 1408-1425. DOI: 10.1016/J.Sigpro.2012.09.011  0.351
2011 Chen XW, Jeong JC, Dermyer P. KUPS: constructing datasets of interacting and non-interacting protein pairs with associated attributions. Nucleic Acids Research. 39: D750-4. PMID 20952400 DOI: 10.1093/Nar/Gkq943  0.338
2011 Jeong JC, Lin X, Chen XW. On position-specific scoring matrix for protein function prediction. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 8: 308-15. PMID 20855926 DOI: 10.1109/Tcbb.2010.93  0.366
2010 Wasikowski M, Chen XW. Combating the small sample class imbalance problem using feature selection Ieee Transactions On Knowledge and Data Engineering. 22: 1388-1400. DOI: 10.1109/Tkde.2009.187  0.373
2009 Chen XW, Jeong JC. Sequence-based prediction of protein interaction sites with an integrative method. Bioinformatics (Oxford, England). 25: 585-91. PMID 19153136 DOI: 10.1093/Bioinformatics/Btp039  0.349
2008 Chen XW, Liu M, Ward R. Protein function assignment through mining cross-species protein-protein interactions. Plos One. 3: e1562. PMID 18253506 DOI: 10.1371/Journal.Pone.0001562  0.341
2008 Chen XW, Anantha G, Lin X. Improving bayesian network structure learning with mutual information-based node ordering in the K2 algorithm Ieee Transactions On Knowledge and Data Engineering. 20: 628-640. DOI: 10.1109/Tkde.2007.190732  0.354
2008 Yu J, Cheng F, Xiong H, Qu W, Chen Xw. A Bayesian approach to support vector machines for the binary classification Neurocomputing. 72: 177-185. DOI: 10.1016/J.Neucom.2008.06.010  0.362
2007 Xiong H, Zhang Y, Chen XW. Data-dependent kernel machines for microarray data classification. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 4: 583-95. PMID 17975270 DOI: 10.1109/Tcbb.2007.1048  0.373
2007 Tarca AL, Carey VJ, Chen XW, Romero R, Drăghici S. Machine learning and its applications to biology. Plos Computational Biology. 3: e116. PMID 17604446 DOI: 10.1371/Journal.Pcbi.0030116  0.386
2006 Chen XW, Anantha G, Wang X. An effective structure learning method for constructing gene networks. Bioinformatics (Oxford, England). 22: 1367-74. PMID 16543279 DOI: 10.1093/Bioinformatics/Btl090  0.334
2006 Chen XW, Liu M. Domain-based predictive models for protein-protein interaction prediction Eurasip Journal On Applied Signal Processing. 2006. DOI: 10.1155/Asp/2006/32767  0.31
2006 Chen Xw, Zeng X, van Alphen D. Multi-class feature selection for texture classification Pattern Recognition Letters. 27: 1685-1691. DOI: 10.1016/J.Patrec.2006.03.013  0.359
2005 Zeng X, Chen XW. SMO-based pruning methods for sparse least squares support vector machines. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 16: 1541-6. PMID 16342494 DOI: 10.1109/Tnn.2005.852239  0.358
2005 Yu J, Chen XW. Bayesian neural network approaches to ovarian cancer identification from high-resolution mass spectrometry data. Bioinformatics (Oxford, England). 21: i487-94. PMID 15961495 DOI: 10.1093/bioinformatics/bti1030  0.319
2004 Casasent D, Chen XW. Feature reduction and morphological processing for hyperspectral image data. Applied Optics. 43: 227-36. PMID 14735942 DOI: 10.1364/AO.43.000227  0.438
2003 Casasent D, Chen XW. Radial basis function neural networks for nonlinear Fisher discrimination and Neyman-Pearson classification. Neural Networks : the Official Journal of the International Neural Network Society. 16: 529-35. PMID 12850004 DOI: 10.1016/S0893-6080(03)00086-8  0.457
2003 Chen Xw, Huang T. Facial expression recognition: A clustering-based approach Pattern Recognition Letters. 24: 1295-1302. DOI: 10.1016/S0167-8655(02)00371-9  0.319
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