Efficient algorithm for training neural networks with one hidden layer. - Bogdan M. Wilamowski; Yixin Chen 002; Aleksander Malinowski (IJCNN, 1999)

Identification and Decoupling Control of Flexure Jointed Hexapods. - Yixin Chen 002; John E. McInroy (ICRA, 2000)

FIRM: fuzzily integrated region matching for content-based image retrieval. - Yixin Chen 002; James Ze Wang; Jia Li 001 (ACM Multimedia, 2001)

Estimating Symmetric, Positive Definite Matrices in Robotic Control. - Yixin Chen 002; John E. McInroy (ICRA, 2002)

A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval. - Yixin Chen 002; James Ze Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2002)

Estimation of symmetric positive-definite matrices from imperfect measurements. - Yixin Chen 002; John E. McInroy (IEEE Trans. Autom. Control., 2002)

A task space redundancy-based scheme for motion planning. - Yixin Chen 002; John E. McInroy (ACC, 2003)

Kernel machines and additive fuzzy systems: classification and function approximation. - Yixin Chen 002; James Ze Wang (FUZZ-IEEE, 2003)

Looking beyond region boundaries: a robust image similarity measure using fuzzified region features. - Yixin Chen 002; James Ze Wang (FUZZ-IEEE, 2003)

An unsupervised learning approach to content-based image retrieval. - Yixin Chen 002; James Ze Wang; Robert Krovetz (ISSPA (1), 2003)

Content-based image retrieval by clustering. - Yixin Chen 002; James Ze Wang; Robert Krovetz (Multimedia Information Retrieval, 2003)

Support vector learning for fuzzy rule-based classification systems. - Yixin Chen 002; James Ze Wang (IEEE Trans. Fuzzy Syst., 2003)

Optimal, fault-tolerant mappings to achieve secondary goals without compromising primary performance. - Yixin Chen 002; John E. McInroy; Yong Yi (IEEE Trans. Robotics Autom., 2003)

Image Categorization by Learning and Reasoning with Regions. - Yixin Chen 002; James Ze Wang (J. Mach. Learn. Res., 2004)

Decoupled control of flexure-jointed hexapods using estimated joint-space mass-inertia matrix. - Yixin Chen 002; John E. McInroy (IEEE Trans. Control. Syst. Technol., 2004)

Machine Learning and Statistical Modeling Approaches to Image Retrieval - Yixin Chen 002; Jia Li 001; James Ze Wang (Kluwer, 2004)

A Sparse Support Vector Machine Approach to Region-Based Image Categorization. - Jinbo Bi; Yixin Chen 002; James Ze Wang (CVPR (1), 2005)

A Computational Framework for Taxonomic Research: Diagnosing Body Shape within Fish Species Complexes. - Yixin Chen 002; Henry L. Bart Jr.; Shuqing Huang; Huimin Chen (ICDM, 2005)

Statistical categorization of human histological images. - Dehua Zhao; Yixin Chen 002; Nelson Correa (ICIP (3), 2005)

Content-Based Image Retrieval for Digital Forensics. - Yixin Chen 002; Vassil Roussev; Golden G. Richard III; Yun Gao (IFIP Int. Conf. Digital Forensics, 2005)

A content-based image retrieval system for fish taxonomy. - Yixin Chen 002; Henry L. Bart Jr.; Fei Teng 010 (Multimedia Information Retrieval, 2005)

Size Regularized Cut for Data Clustering. - Yixin Chen 002; Ya Zhang 002; Xiang Ji 001 (NIPS, 2005)

CLUE: cluster-based retrieval of images by unsupervised learning. - Yixin Chen 002; James Ze Wang; Robert Krovetz (IEEE Trans. Image Process., 2005)

Some new approaches for preventing software tampering. - Bin Fu; Golden G. Richard III; Yixin Chen 002 (ACM Southeast Regional Conference, 2006)

Motif Discovery as a Multiple-Instance Problem. - Ya Zhang 002; Yixin Chen 002; Xiang Ji 001 (ICTAI, 2006)

md5bloom: Forensic filesystem hashing revisited. - Vassil Roussev; Yixin Chen 002; Timothy Bourg; Golden G. Richard III (Digit. Investig., 2006)

Splice site prediction using support vector machines with a Bayes kernel. - Ya Zhang 002; Chao-Hsien Chu; Yixin Chen 002; Hongyuan Zha; Xiang Ji 001 (Expert Syst. Appl., 2006)

Machine annotation and retrieval for digital imagery of historical materials. - James Ze Wang; Kurt Grieb; Ya Zhang 002; Ching-chih Chen; Yixin Chen 002; Jia Li 001 (Int. J. Digit. Libr., 2006)

MILES: Multiple-Instance Learning via Embedded Instance Selection. - Yixin Chen 002; Jinbo Bi; James Ze Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Fault tolerance of parallel manipulators using task space and kinematic redundancy. - Yong Yi; John E. McInroy; Yixin Chen 002 (IEEE Trans. Robotics, 2006)

Depth-Based Novelty Detection and Its Application to Taxonomic Research. - Yixin Chen 002; Henry L. Bart Jr.; Xin Dang; Hanxiang Peng (ICDM, 2007)

High diversity transforms multimedia information retrieval into a cross-cutting field: report on the 8th Workshop on Multimedia Information Retrieval. - James Ze Wang; Nozha Boujemaa; Yixin Chen 002 (SIGMOD Rec., 2007)

Support Vector Machines and Fuzzy Systems. - Yixin Chen 002 (Soft Computing for Knowledge Discovery and Data Mining, 2008)

Graph ranking for exploratory gene data analysis. - Cuilan Gao; Xin Dang; Yixin Chen 002; Dawn Wilkins (BMC Bioinform., 2009)

Outlier Detection with the Kernelized Spatial Depth Function. - Yixin Chen 002; Xin Dang; Hanxiang Peng; Henry L. Bart Jr. (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Learning to rank using 1-norm regularization and convex hull reduction. - Xiaofei Nan; Yixin Chen 002; Xin Dang; Dawn Wilkins (ACM Southeast Regional Conference, 2010)

Steady state visual evoked potentials by dual sine waves. - Fei Teng 010; Aik Min Choong; Scott Gustafson; Dwight Waddell; Pamela B. Lawhead; Yixin Chen 002 (ACM Southeast Regional Conference, 2010)

A comparison of a graph database and a relational database: a data provenance perspective. - Chad Vicknair; Michael Macias; Zhendong Zhao; Xiaofei Nan; Yixin Chen 002; Dawn Wilkins (ACM Southeast Regional Conference, 2010)

Gene selection using 1-norm regularization for multi-class microarray data. - Xiaofei Nan; Nan Wang 002; Ping Gong 001; Chaoyang Zhang; Yixin Chen 002; Dawn Wilkins (BIBM, 2010)

Joint feature selection and classification for taxonomic problems within fish species complexes. - Yixin Chen 002; Shuqing Huang; Huimin Chen; Henry L. Bart Jr. (Pattern Anal. Appl., 2010)

Multi-class Joint Rule Extraction and Feature Selection for Biological Data. - Sheng Liu; Ronak Y. Patel; Pankaj R. Daga; Haining Liu; Gang Fu; Robert J. Doerksen; Yixin Chen 002; Dawn Wilkins (BIBM, 2011)

Leveraging domain information to restructure biological prediction. - Xiaofei Nan; Gang Fu; Zhengdong Zhao; Sheng Liu; Ronak Y. Patel; Haining Liu; Pankaj R. Daga; Robert J. Doerksen; Xin Dang; Yixin Chen 002; Dawn Wilkins (BMC Bioinform., 2011)

Square or Sine: Finding a Waveform with High Success Rate of Eliciting SSVEP. - Fei Teng 010; Yixin Chen 002; Aik Min Choong; Scott Gustafson; Christopher Reichley; Pamela B. Lawhead; Dwight Waddell (Comput. Intell. Neurosci., 2011)

An open source stimulator for SSVEP-based BCIs. - Jason Boyd; Yixin Chen 002 (ACM Southeast Regional Conference, 2012)

MySQL and the trouble with temporal data. - Chad Vicknair; Dawn Wilkins; Yixin Chen 002 (ACM Southeast Regional Conference, 2012)

Implementation of multiple-instance learning in drug activity prediction. - Gang Fu; Xiaofei Nan; Haining Liu; Ronak Y. Patel; Pankaj R. Daga; Yixin Chen 002; Dawn Wilkins; Robert J. Doerksen (BMC Bioinform., 2012)

Large margin classifiers and Random Forests for integrated biological prediction. - Sheng Liu; Yixin Chen 002; Dawn Wilkins (Int. J. Bioinform. Res. Appl., 2012)

Biomarker discovery using 1-norm regularization for multiclass earthworm microarray gene expression data. - Xiaofei Nan; Nan Wang 002; Ping Gong 001; Chaoyang Zhang; Yixin Chen 002; Dawn Wilkins (Neurocomputing, 2012)

Multiclass classification with potential function rules: Margin distribution and generalization. - Fei Teng 010; Yixin Chen 002; Xin Dang (Pattern Recognit., 2012)

Rule based regression and feature selection for biological data. - Sheng Liu; Shamitha Dissanayake; Sanjay Patel; Xin Dang; Todd Mlsna; Yixin Chen 002; Dawn Wilkins (BIBM, 2013)

Drug activity prediction using multiple-instance learning via joint instance and feature selection. - Zhendong Zhao; Gang Fu; Sheng Liu; Khaled M. Elokely; Robert J. Doerksen; Yixin Chen 002; Dawn Wilkins (BMC Bioinform., 2013)

Ranking of cancer genes in Markov chain model through integration of heterogeneous sources of data. - Christopher Ma; Yixin Chen 002; Dawn Wilkins (BIBM, 2014)

Learning accurate and interpretable models based on regularized random forests regression. - Sheng Liu; Shamitha Dissanayake; Sanjay Patel; Xin Dang; Todd Mlsna; Yixin Chen 002; Dawn Wilkins (BMC Syst. Biol., 2014)

A generative Bayesian model to identify cancer driver genes. - Christopher Ma; Zhendong Zhao; Tina Gui; Yixin Chen 002; Xin Dang; Dawn Wilkins (BIBM, 2015)

Robust Model-Based Learning via Spatial-EM Algorithm. - Kai Yu; Xin Dang; Henry L. Bart Jr.; Yixin Chen 002 (IEEE Trans. Knowl. Data Eng., 2015)

Novel gene selection method for breast cancer intrinsic subtypes from two large cohort study. - Silu Zhang; Yin-yuan Mo; Torumoy Ghoshal; Dawn Wilkins; Yixin Chen 002; Yunyun Zhou (BIBM, 2017)

Label confidence based AdaBoost algorithm. - Zhe Luo; Xin Dang; Yixin Chen 002 (IJCNN, 2017)

A Probabilistic Approach to Multiple-Instance Learning. - Silu Zhang; Yixin Chen 002; Dawn Wilkins (ISBRA, 2017)

Integration of Cancer Data through Multiple Mixed Graphical Model. - Christopher Ma; Tina Gui; Xin Dang; Yixin Chen 002; Dawn Wilkins (BCB, 2018)

Pareto cascade modeling of diffusion networks. - Christopher Ma; Xin Dang; Yixin Chen 002; Dawn Wilkins (IJCNN, 2018)

Improving Performance of Convolutional Neural Networks via Feature Embedding. - Torumoy Ghoshal; Silu Zhang; Xin Dang; Dawn Wilkins; Yixin Chen 002 (ACM Southeast Regional Conference, 2019)

A comparative study of multiclass feature selection on RNAseq and microarray data. - Silu Zhang; Junqing Wang; Keli Xu; Megan M. York; Yin-yuan Mo; Yixin Chen 002; Yunyun Zhou (Int. J. Comput. Biol. Drug Des., 2019)

Exploring Faster RCNN for Fabric Defect Detection. - Hao Zhou; Byunghyun Jang; Yixin Chen 002; David Troendle (AI4I, 2020)

A Lightweight Fault Localization Approach based on XGBoost. - Bo Yang; Yuze He; Huai Liu; Yixin Chen 002; Zhi Jin (QRS, 2020)

Detection of local structures in images using local entropy information. - Torumoy Ghoshal; Yixin Chen 002 (ACM Southeast Conference, 2021)

Estimating Feature-Label Dependence Using Gini Distance Statistics. - Silu Zhang; Xin Dang; Dao Nguyen; Dawn Wilkins; Yixin Chen 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

One-Class Model for Fabric Defect Detection. - Hao Zhou; Yixin Chen 002; David Troendle; Byunghyun Jang (CoRR, 2022)

Toshakhana: A Multidimensional Panjabi Corpus in Gurmukhi Script. - Arvinder Kang; Thai Le; Yixin Chen 002 (ACM Southeast Regional Conference, 2024)

Exploring Fairness-Accuracy Trade-Offs in Binary Classification: A Comparative Analysis Using Modified Loss Functions. - Christina Trotter; Yixin Chen 002 (ACM Southeast Regional Conference, 2024)