Jinbo Bi
Professor/Computing

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Scholarly Contributions

210 Scholarly Contributions

89
Conference Proceedings
70
Journal Articles
34
Poster/Presentations
13
Patent and Intellectual Propertys
2
Books
1
Technology
1
Book Chapter
Automated Heart Abnormality Detection Using Sparse Linear Classifiers
2007
Bharat Rao, Alan Katz, Maleeha Qazi, Siriram Krishnan, Glenn Fung, Jinbo Bi
Research Type: Journal Article

Computer aided detection of pulmonary embolism with tobogganing and mutiple instance classification in CT pulmonary angiography.
2007
Jinbo Bi
Research Type: Journal Article

Robust parametric modeling approach based on domain knowledge for computer aided detection of vertebrae column metastases in MRI
2007
Jinbo Bi
Research Type: Journal Article

Method of Multiple Instance Learning and Classification with Correlations in Object Detection
2007
Jinbo Bi
Research Type: Patent and Intellectual Property

System and Method for Joint Optimization of Cascaded Classifiers for Computer Aided Detection
2007
Jinbo Bi
Research Type: Patent and Intellectual Property

Sparse collaborative computer aided diagnosis
2007
Jinbo Bi
Research Type: Patent and Intellectual Property

On the Medical Frontier: the 2006 KDD Cup Competition
2006
Jianming Liang, Jinbo Bi, Marcos Salganicoff, Bharat Rao, Terran Lane
Research Type: Journal Article

MILES: Multiple-Instance Learning via Embedded Instance Selection
2006
Yixin Chen, Jinbo Bi, James Z Wang
Research Type: Journal Article

System and Method for Computer Aided Detection via Asymmetric Cascade of Sparse Linear Classifiers
2006
Jinbo Bi
Research Type: Patent and Intellectual Property

CAD performance analysis for pulmonary nodule detection on thin-slice MDCT scans
2005
Jinbo Bi
Research Type: Journal Article

System and Method for a Sparse Kernel Expansion for a Bayes Classifier
2005
Jinbo Bi
Research Type: Patent and Intellectual Property

Hierarchical Modeling in Medical Abnormality Detection
2005
Jinbo Bi
Research Type: Patent and Intellectual Property

Support Vector Classification with Bounded Uncertainty Input Data
2005
Jinbo Bi
Research Type: Patent and Intellectual Property

A Geometric Approach to Support Vector Regression
2003
Kristin P Bennett, Jinbo Bi
Research Type: Journal Article

Dimensionality Reduction via Sparse Support Vector Machines
2003
Kristin P Bennett, Curt Breneman, Minghu Song, Jinbo Bi
Research Type: Journal Article

Descriptor Generation, Selection and Model Building in Quantitative Structure-Property Analysis
2002
Minghu Song, Steven M Cramer, Jinbo Bi, Curt M Breneman, Kristin P Bennett, Mark J Embrechts
Research Type: Book

Prediction of protein retention times in anion-exchange chromatography systems using support vector regression
2002
S. Cramer, N. Tugcu, K. P. Bennett, M. Song, N. Sukumar, Jinbo Bi, C. M. Breneman
Research Type: Journal Article

Efficient Temporal Difference Learning with Adaptive \lambda
1999
Jinbo Bi, Cang-Pu Wu
Research Type: Journal Article

An Efficient Algorithm for Unconstrained Optimization Problems: --A positive definite update from negative Broyden family
1997
Jinbo Bi
Research Type: Journal Article

An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning
Qianqian Tong, Guannan Liang, Jinbo Bi, Chunjiang Zhu
Research Type: Conference Proceedings