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ORCIDYixin Chen 0002
Person information
- affiliation: University of Mississippi, Department of Computer and Information Science, MS, USA
- affiliation (former): University of New Orleans, Department of Computer Science, LA, USA
- affiliation (PhD 2003): Pennsylvania State University, Department of Computer Science and Engineering, University Park, PA, USA
- affiliation (PhD 2001): University of Wyoming, Department of Electrical Engineering, Laramie, WY, USA
Other persons with the same name
- Yixin Chen (aka: Yi-Xin Chen) — disambiguation page
- Yixin Chen 0001
![[0000-0002-3704-4432]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-3704-4432")
(aka: Yi-Xin Chen 0001) — Washington University, Department of Computer Science and Engineering, Saint Louis, MO, USA (and 1 more) - Yixin Chen 0003 — Peking University, Beijing, China (and 2 more)
- Yixin Chen 0004 — National University of Defense Technology, School of Computer, Changsha, China (and 1 more)
- Yi-Xin Chen 0005 (aka: Yixin Chen 0005) — Zhejiang University, Zhejiang Institute of Modern Physics and Department of Physics, Hangzhou, China
- Yixin Chen 0006 — University of Toronto, Canada
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Books and Theses
- 2004
[b1]Yixin Chen, Jia Li, James Ze Wang:
Machine Learning and Statistical Modeling Approaches to Image Retrieval. The Kluwer International Series on Information Retrieval 14, Kluwer 2004, ISBN 978-1-4020-8034-0, pp. 1-182
Journal Articles
- 2021
- [j27]Silu Zhang, Xin Dang, Dao Nguyen, Dawn Wilkins, Yixin Chen:
Estimating Feature-Label Dependence Using Gini Distance Statistics. IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 1947-1963 (2021) - 2019
- [j26]Silu Zhang, Junqing Wang, Keli Xu, Megan M. York, Yin-yuan Mo, Yixin Chen, Yunyun Zhou:
A comparative study of multiclass feature selection on RNAseq and microarray data. Int. J. Comput. Biol. Drug Des. 12(2): 128-142 (2019) - 2015
- [j25]Kai Yu, Xin Dang, Henry L. Bart Jr., Yixin Chen:
Robust Model-Based Learning via Spatial-EM Algorithm. IEEE Trans. Knowl. Data Eng. 27(6): 1670-1682 (2015) - 2014
- [j24]Sheng Liu, Shamitha Dissanayake, Sanjay Patel, Xin Dang, Todd Mlsna, Yixin Chen, Dawn Wilkins:
Learning accurate and interpretable models based on regularized random forests regression. BMC Syst. Biol. 8(S-3): S5 (2014) - 2013
- [j23]Zhendong Zhao, Gang Fu, Sheng Liu, Khaled M. Elokely, Robert J. Doerksen, Yixin Chen, Dawn Wilkins:
Drug activity prediction using multiple-instance learning via joint instance and feature selection. BMC Bioinform. 14(S-14): S16 (2013) - 2012
- [j22]Gang Fu, Xiaofei Nan, Haining Liu, Ronak Y. Patel, Pankaj R. Daga, Yixin Chen, Dawn Wilkins, Robert J. Doerksen:
Implementation of multiple-instance learning in drug activity prediction. BMC Bioinform. 13(S-15): S3 (2012) - [j21]Sheng Liu, Yixin Chen, Dawn Wilkins:
Large margin classifiers and Random Forests for integrated biological prediction. Int. J. Bioinform. Res. Appl. 8(1/2): 38-53 (2012) - [j20]Xiaofei Nan, Nan Wang, Ping Gong, Chaoyang Zhang, Yixin Chen, Dawn Wilkins:
Biomarker discovery using 1-norm regularization for multiclass earthworm microarray gene expression data. Neurocomputing 92: 36-43 (2012) - [j19]Fei Teng, Yixin Chen, Xin Dang:
Multiclass classification with potential function rules: Margin distribution and generalization. Pattern Recognit. 45(1): 540-551 (2012) - 2011
- [j18]Xiaofei Nan, Gang Fu, Zhengdong Zhao, Sheng Liu, Ronak Y. Patel, Haining Liu, Pankaj R. Daga, Robert J. Doerksen, Xin Dang, Yixin Chen, Dawn Wilkins:
Leveraging domain information to restructure biological prediction. BMC Bioinform. 12(S-10): S22 (2011) - [j17]Fei Teng, Yixin Chen, Aik Min Choong, Scott Gustafson, Christopher Reichley, Pamela B. Lawhead, Dwight Waddell:
Square or Sine: Finding a Waveform with High Success Rate of Eliciting SSVEP. Comput. Intell. Neurosci. 2011: 364385:1-364385:5 (2011) - 2010
- [j16]Yixin Chen, Shuqing Huang, Huimin Chen, Henry L. Bart Jr.:
Joint feature selection and classification for taxonomic problems within fish species complexes. Pattern Anal. Appl. 13(1): 23-34 (2010) - 2009
- [j15]Cuilan Gao, Xin Dang, Yixin Chen, Dawn Wilkins:
Graph ranking for exploratory gene data analysis. BMC Bioinform. 10(S-11): 19 (2009) - [j14]Yixin Chen, Xin Dang, Hanxiang Peng, Henry L. Bart Jr.:
Outlier Detection with the Kernelized Spatial Depth Function. IEEE Trans. Pattern Anal. Mach. Intell. 31(2): 288-305 (2009) - 2007
- [j13]James Ze Wang, Nozha Boujemaa, Yixin Chen:
High diversity transforms multimedia information retrieval into a cross-cutting field: report on the 8th Workshop on Multimedia Information Retrieval. SIGMOD Rec. 36(1): 57-59 (2007) - 2006
- [j12]Vassil Roussev, Yixin Chen, Timothy Bourg, Golden G. Richard III:
md5bloom: Forensic filesystem hashing revisited. Digit. Investig. 3(Supplement): 82-90 (2006) - [j11]Ya Zhang, Chao-Hsien Chu, Yixin Chen, Hongyuan Zha, Xiang Ji:
Splice site prediction using support vector machines with a Bayes kernel. Expert Syst. Appl. 30(1): 73-81 (2006) - [j10]James Ze Wang, Kurt Grieb, Ya Zhang, Ching-chih Chen, Yixin Chen, Jia Li:
Machine annotation and retrieval for digital imagery of historical materials. Int. J. Digit. Libr. 6(1): 18-29 (2006) - [j9]Yixin Chen, Jinbo Bi, James Ze Wang:
MILES: Multiple-Instance Learning via Embedded Instance Selection. IEEE Trans. Pattern Anal. Mach. Intell. 28(12): 1931-1947 (2006) - [j8]Yong Yi, John E. McInroy, Yixin Chen:
Fault tolerance of parallel manipulators using task space and kinematic redundancy. IEEE Trans. Robotics 22(5): 1017-1021 (2006) - 2005
- [j7]Yixin Chen, James Ze Wang, Robert Krovetz:
CLUE: cluster-based retrieval of images by unsupervised learning. IEEE Trans. Image Process. 14(8): 1187-1201 (2005) - 2004
- [j6]Yixin Chen, James Ze Wang:
Image Categorization by Learning and Reasoning with Regions. J. Mach. Learn. Res. 5: 913-939 (2004) - [j5]Yixin Chen, John E. McInroy:
Decoupled control of flexure-jointed hexapods using estimated joint-space mass-inertia matrix. IEEE Trans. Control. Syst. Technol. 12(3): 413-421 (2004) - 2003
- [j4]Yixin Chen, James Ze Wang:
Support vector learning for fuzzy rule-based classification systems. IEEE Trans. Fuzzy Syst. 11(6): 716-728 (2003) - [j3]Yixin Chen, John E. McInroy, Yong Yi:
Optimal, fault-tolerant mappings to achieve secondary goals without compromising primary performance. IEEE Trans. Robotics Autom. 19(4): 680-691 (2003) - 2002
- [j2]Yixin Chen, James Ze Wang:
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 24(9): 1252-1267 (2002) - [j1]Yixin Chen, John E. McInroy:
Estimation of symmetric positive-definite matrices from imperfect measurements. IEEE Trans. Autom. Control. 47(10): 1721-1725 (2002)
Conference and Workshop Papers
- 2024
- [c38]Christina Trotter, Yixin Chen:
Exploring Fairness-Accuracy Trade-Offs in Binary Classification: A Comparative Analysis Using Modified Loss Functions. ACM Southeast Regional Conference 2024: 148-156 - [c37]Arvinder Kang, Thai Le, Yixin Chen:
Toshakhana: A Multidimensional Panjabi Corpus in Gurmukhi Script. ACM Southeast Regional Conference 2024: 278-283 - 2021
- [c36]Torumoy Ghoshal, Yixin Chen:
Detection of local structures in images using local entropy information. ACM Southeast Conference 2021: 114-121 - 2020
- [c35]Hao Zhou, Byunghyun Jang, Yixin Chen, David Troendle:
Exploring Faster RCNN for Fabric Defect Detection. AI4I 2020: 52-55 - [c34]Bo Yang, Yuze He, Huai Liu, Yixin Chen, Zhi Jin:
A Lightweight Fault Localization Approach based on XGBoost. QRS 2020: 168-179 - 2019
- [c33]Torumoy Ghoshal, Silu Zhang, Xin Dang, Dawn Wilkins, Yixin Chen:
Improving Performance of Convolutional Neural Networks via Feature Embedding. ACM Southeast Regional Conference 2019: 31-38 - 2018
- [c32]Christopher Ma, Tina Gui, Xin Dang, Yixin Chen, Dawn Wilkins:
Integration of Cancer Data through Multiple Mixed Graphical Model. BCB 2018: 341-350 - [c31]Christopher Ma, Xin Dang, Yixin Chen, Dawn Wilkins:
Pareto cascade modeling of diffusion networks. IJCNN 2018: 1-7 - 2017
- [c30]Silu Zhang, Yin-yuan Mo, Torumoy Ghoshal, Dawn Wilkins, Yixin Chen, Yunyun Zhou:
Novel gene selection method for breast cancer intrinsic subtypes from two large cohort study. BIBM 2017: 2198-2203 - [c29]Zhe Luo, Xin Dang, Yixin Chen:
Label confidence based AdaBoost algorithm. IJCNN 2017: 3617-3624 - [c28]Silu Zhang, Yixin Chen, Dawn Wilkins:
A Probabilistic Approach to Multiple-Instance Learning. ISBRA 2017: 331-336 - 2015
- [c27]Christopher Ma, Zhendong Zhao, Tina Gui, Yixin Chen, Xin Dang, Dawn Wilkins:
A generative Bayesian model to identify cancer driver genes. BIBM 2015: 351-356 - 2014
- [c26]Christopher Ma, Yixin Chen, Dawn Wilkins:
Ranking of cancer genes in Markov chain model through integration of heterogeneous sources of data. BIBM 2014: 248-253 - 2013
- [c25]Sheng Liu, Shamitha Dissanayake, Sanjay Patel, Xin Dang, Todd Mlsna, Yixin Chen, Dawn Wilkins:
Rule based regression and feature selection for biological data. BIBM 2013: 446-451 - 2012
- [c24]Jason Boyd, Yixin Chen:
An open source stimulator for SSVEP-based BCIs. ACM Southeast Regional Conference 2012: 124-129 - [c23]Chad Vicknair, Dawn Wilkins, Yixin Chen:
MySQL and the trouble with temporal data. ACM Southeast Regional Conference 2012: 176-181 - 2011
- [c22]Sheng Liu, Ronak Y. Patel, Pankaj R. Daga, Haining Liu, Gang Fu, Robert J. Doerksen, Yixin Chen, Dawn Wilkins:
Multi-class Joint Rule Extraction and Feature Selection for Biological Data. BIBM 2011: 476-481 - 2010
- [c21]Xiaofei Nan, Yixin Chen, Xin Dang, Dawn Wilkins:
Learning to rank using 1-norm regularization and convex hull reduction. ACM Southeast Regional Conference 2010: 31 - [c20]Chad Vicknair, Michael Macias, Zhendong Zhao, Xiaofei Nan, Yixin Chen, Dawn Wilkins:
A comparison of a graph database and a relational database: a data provenance perspective. ACM Southeast Regional Conference 2010: 42 - [c19]Fei Teng, Aik Min Choong, Scott Gustafson, Dwight Waddell, Pamela B. Lawhead, Yixin Chen:
Steady state visual evoked potentials by dual sine waves. ACM Southeast Regional Conference 2010: 50 - [c18]Xiaofei Nan, Nan Wang, Ping Gong, Chaoyang Zhang, Yixin Chen, Dawn Wilkins:
Gene selection using 1-norm regularization for multi-class microarray data. BIBM 2010: 520-524 - 2007
- [c17]Yixin Chen, Henry L. Bart Jr., Xin Dang, Hanxiang Peng:
Depth-Based Novelty Detection and Its Application to Taxonomic Research. ICDM 2007: 113-122 - 2006
- [c16]Bin Fu, Golden G. Richard III, Yixin Chen:
Some new approaches for preventing software tampering. ACM Southeast Regional Conference 2006: 655-660 - [c15]Ya Zhang, Yixin Chen, Xiang Ji:
Motif Discovery as a Multiple-Instance Problem. ICTAI 2006: 805-809 - 2005
- [c14]Jinbo Bi, Yixin Chen, James Ze Wang:
A Sparse Support Vector Machine Approach to Region-Based Image Categorization. CVPR (1) 2005: 1121-1128 - [c13]Yixin Chen, Henry L. Bart Jr., Shuqing Huang, Huimin Chen:
A Computational Framework for Taxonomic Research: Diagnosing Body Shape within Fish Species Complexes. ICDM 2005: 593-596 - [c12]Dehua Zhao, Yixin Chen, Nelson Correa:
Statistical categorization of human histological images. ICIP (3) 2005: 628-631 - [c11]Yixin Chen, Henry L. Bart Jr., Fei Teng:
A content-based image retrieval system for fish taxonomy. Multimedia Information Retrieval 2005: 237-244 - [c10]Yixin Chen, Ya Zhang, Xiang Ji:
Size Regularized Cut for Data Clustering. NIPS 2005: 211-218 - 2003
- [c9]Yixin Chen, John E. McInroy:
A task space redundancy-based scheme for motion planning. ACC 2003: 3435-3441 - [c8]Yixin Chen, James Ze Wang:
Kernel machines and additive fuzzy systems: classification and function approximation. FUZZ-IEEE 2003: 789-795 - [c7]Yixin Chen, James Ze Wang:
Looking beyond region boundaries: a robust image similarity measure using fuzzified region features. FUZZ-IEEE 2003: 1165-1170 - [c6]Yixin Chen, James Ze Wang, Robert Krovetz:
An unsupervised learning approach to content-based image retrieval. ISSPA (1) 2003: 197-200 - [c5]Yixin Chen, James Ze Wang, Robert Krovetz:
Content-based image retrieval by clustering. Multimedia Information Retrieval 2003: 193-200 - 2002
- [c4]Yixin Chen, John E. McInroy:
Estimating Symmetric, Positive Definite Matrices in Robotic Control. ICRA 2002: 4269-4274 - 2001
- [c3]Yixin Chen, James Ze Wang, Jia Li:
FIRM: fuzzily integrated region matching for content-based image retrieval. ACM Multimedia 2001: 543-545 - 2000
- [c2]Yixin Chen, John E. McInroy:
Identification and Decoupling Control of Flexure Jointed Hexapods. ICRA 2000: 1936-1941 - 1999
- [c1]Bogdan M. Wilamowski, Yixin Chen, Aleksander Malinowski:
Efficient algorithm for training neural networks with one hidden layer. IJCNN 1999: 1725-1728
Parts in Books or Collections
- 2008
- [p1]Yixin Chen:
Support Vector Machines and Fuzzy Systems. Soft Computing for Knowledge Discovery and Data Mining 2008: 205-223
Editorship
- 2006
- [e1]James Ze Wang, Nozha Boujemaa, Yixin Chen:
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2006, October 26-27, 2006, Santa Barbara, California, USA. ACM 2006, ISBN 1-59593-495-2 [contents]
Informal and Other Publications
- 2022
- [i2]Hao Zhou, Yixin Chen, David Troendle, Byunghyun Jang:
One-Class Model for Fabric Defect Detection. CoRR abs/2204.09648 (2022) - 2019
- [i1]Silu Zhang, Xin Dang, Dao Nguyen, Dawn Wilkins, Yixin Chen:
Estimating Feature-Label Dependence Using Gini Distance Statistics. CoRR abs/1906.02171 (2019)
Coauthor Index
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