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
Reduction of lymph tissue false positives in pulmonary embolism detection
Jinbo Bi
Research Type: Conference Proceedings

Semi-supervised mixture of kernels via LPBoost methods
Jinbo Bi
Research Type: Conference Proceedings

Customized Positional Encoding to Combine Static and Time-varying Data in Robust Representation Learning for Crop Yield Prediction
Qinqing Liu, Meijian Yang, Fei Dou, Guiling Wang, Jinbo Bi
Research Type: Conference Proceedings

Heterogeneous Graph Sparsification for Efficient Representation Learning
Jinbo Bi, Blake Gaines
Research Type: Conference Proceedings

Sparse fisher discriminant analysis for computer aided detection
Jinbo Bi
Research Type: Conference Proceedings

VIGAN: Missing View Imputation with Generative Adversarial Networks
Jiangwen Sun, Ko-Shin Chen, Jin Lu, Chao Shang, Aaron Palmer, Jinbo Bi
Research Type: Conference Proceedings

Robust large scale prone-supine polyp matching using local features: a metric learning approach.
Jinbo Bi, L. Lu, V. Raykar, M. Wolf, M. Salganicoff, M. Liu
Research Type: Conference Proceedings

Computer aided detection via asymmetric cascade of sparse hyperplane classifiers
Jinbo Bi
Research Type: Conference Proceedings

1-norm support vector machine for college drinking risk factor identification
S. Armeli, Y. Wu, J. Gilbert, H. Tennen, Jinbo Bi, M. Zuba
Research Type: Conference Proceedings

Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search
Shiyang Chen, Tong Geng, Hang Liu, Scott A Weitze, Hongwu Peng, Ang Li, Junhuan Yang, Minghu Song, Jinbo Bi, Zhepeng Wang, Weiwen Jiang
Research Type: Conference Proceedings

Training Generative Autoencoders Using Differentiable Hypothesis Test Statistics
Aaron Palmer, Zhiyi Chi, Jinbo Bi
Research Type: Conference Proceedings

Duality, geometry, and support vector regression
Jinbo Bi
Research Type: Conference Proceedings

Learning classifiers when the training data is not IID
Jinbo Bi
Research Type: Conference Proceedings

Gait-based Continuous Authentication using Multimodal Learning
Ioannis Papavasileiou, Savanna Smith, Jinbo Bi, Song Han
Research Type: Conference Proceedings

Identifying and Quantifying Nonlinear Structured Relationships in Complex Manufactural Systems
Haifeng Chen, Tan Yan, Jinbo Bi, Guofei Jiang, Tingyang Xu, Dongjin Song
Research Type: Conference Proceedings

Calibrating the learning rate for adaptive gradient methods to improve generalization performance
Guannan Liang, Jinbo Bi, Qianqian Tong
Research Type: Conference Proceedings

Classification of Neurological Gait Disorders Using Multi-task Feature Learning
Xin Wang, Song Han, Jinbo Bi, Ioannis Papavasileiou, Wenlong Zhang, Li Zhang
Research Type: Conference Proceedings

Learning with rigorous support vector machines
Jinbo Bi
Research Type: Conference Proceedings

Behavior vs. Introspection: Refining prediction of clinical depression via smartphone sensing data
Jayesh Kamath, Bing Wang, Shweta Ware, Jinbo Bi, Reynaldo Morillo, Asma Ahmad Farhan, Alexander Russell, Jin Lu, Athanasos Bamis, Chaoqun Yue
Research Type: Conference Proceedings

Sparse classifiers for automated heart wall motion abnormality detection
Jinbo Bi
Research Type: Conference Proceedings