成果/Result
- ChemMapper: a versatile web server for exploring pharmacology and chemical structure association based on molecular 3D similarity method被引量：160收藏
- 作者：Gong, Jiayu Cai, Chaoqian Liu, Xiaofeng Ku, Xin Jiang, Hualiang Gao, Daqi Li, Honglin
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol;Tech Univ Munich
- 来源：BIOINFORMATICS 2013
- Entropy-based fuzzy support vector machine for imbalanced datasets被引量：140收藏
- 作者：Fan, Qi Wang, Zhe Li, Dongdong Gao, Daqi Zha, Hongyuan
- 机构：East China Univ Sci & Technol;Georgia Inst Technol;Soochow Univ
- 来源：KNOWLEDGE-BASED SYSTEMS 2017
- 关键词：Information entropy Fuzzy support vector machine Imbalanced dataset Pattern recognition
- EEG classification using sparse Bayesian extreme learning machine for brain-computer interface被引量：114收藏
- 作者：Jin, Zhichao Zhou, Guoxu Gao, Daqi Zhang, Yu
- 机构：East China Univ Sci & Technol;Guangdong Univ Technol;Stanford Univ
- 来源：NEURAL COMPUTING & APPLICATIONS 2020
- 关键词：Brain-computer interface Electroencephalogram Motor imagery Extreme learning machine Sparse Bayesian learning
- Incorporating dictionaries into deep neural networks for the Chinese clinical named entity recognition被引量：94收藏
- 作者：Wang, Qi Zhou, Yangming Ruan, Tong Gao, Daqi Xia, Yuhang He, Ping
- 机构：East China Univ Sci & Technol;Shanghai Hosp
- 来源：JOURNAL OF BIOMEDICAL INFORMATICS 2019
- 关键词：Clinical named entity recognition Electronic health records Deep neural network Dictionary features
- Gravitational fixed radius nearest neighbor for imbalanced problem被引量：37收藏
- 作者：Zhu, Yujin Wang, Zhe Gao, Daqi
- 机构：E China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2015
- 关键词：Fixed radius search Nearest neighbor rule Imbalanced data Pattern classification
- Exploiting the potentialities of features for speech emotion recognition被引量：36收藏
- 作者：Li, Dongdong Zhou, Yijun Wang, Zhe Gao, Daqi
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION SCIENCES 2021
- 关键词：Feature optimization Feature selection Speech emotion recognition Deep learning
- A novel multi-view learning developed from single-view patterns被引量：35收藏
- 作者：Wang, Zhe Chen, Songcan Gao, Daqi
- 机构：Nanjing Univ Aeronaut & Astronaut;E China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2011
- 关键词：Multi-view learning Classifier design Rademacher complexity Ensemble learning Ho-Kashyap classifier Regularization learning Pattern recognition
- Boundary-Eliminated Pseudoinverse Linear Discriminant for Imbalanced Problems被引量：28收藏
- 作者：Zhu, Yujin Wang, Zhe Zha, Hongyuan Gao, Daqi
- 机构：East China Univ Sci & Technol;Georgia Inst Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2018
- 关键词：Heuristic method imbalanced data k-nearest neighbor (kNN) rule pattern classification pseudoinverse linear discriminant (PILD)
- Multi-view learning with Universum被引量：27收藏
- 作者：Wang, Zhe Zhu, Yujin Liu, Wenwen Chen, Zhihua Gao, Daqi
- 机构：E China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2014
- 关键词：Multi-view learning Universum learning Regularization learning Rademacher complexity Pattern classification
- Influences of variable scales and activation functions on the performances of multilayer feedforward neural networks被引量：27收藏
- 作者：Gao, DQ Yang, GX
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2003
- 关键词：neural networks support vector machine variable scales activation functions
- MREKLM: A fast multiple empirical kernel learning machine被引量：21收藏
- 作者：Fan, Qi Wang, Zhe Zha, Hongyuan Gao, Daqi
- 机构：East China Univ Sci & Technol;Georgia Inst Technol;Soochow Univ
- 来源：PATTERN RECOGNITION 2017
- 关键词：Multiple Kernel Learning Empirical Kernel Mapping Random projection Analytical optimization Classifier design Pattern recognition
- PTID: an integrated web resource and computational tool for agrochemical discovery被引量：20收藏
- 作者：Gong, Jiayu Liu, Xiaofeng Cao, Xianwen Diao, Yanyan Gao, Daqi Li, Honglin Qian, Xuhong
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：BIOINFORMATICS 2013
- One-sided Dynamic Undersampling No-Propagation Neural Networks for imbalance problem被引量：15收藏
- 作者：Fan, Qi Wang, Zhe Gao, Daqi
- 机构：E China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2016
- 关键词：Imbalanced problem Sample selection Neural networks Pattern recognition
- Multiple empirical kernel learning with locality preserving constraint被引量：14收藏
- 作者：Fan, Qi Gao, Daqi Wang, Zhe
- 机构：E China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2016
- 关键词：Multiple kernel learning Empirical kernel mapping Locality preserving projection Pattern recognition Machine learning
- Molecular Similarity: Methods and Performance被引量：12收藏
- 作者：Cai, Chaoqian Gong, Jiayu Liu, Xiaofeng Gao, Daqi Li, Honglin
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMISTRY 2013
- 关键词：molecular similarity molecular modeling molecular alignment virtual screening
- Random projection ensemble learning with multiple empirical kernels被引量：11收藏
- 作者：Wang, Zhe Jie, Wenbo Chen, Songcan Gao, Daqi
- 机构：E China Univ Sci & Technol;Nanjing Univ Aeronaut & Astronaut
- 来源：KNOWLEDGE-BASED SYSTEMS 2013
- 关键词：Multiple kernel learning Empirical mapping Random projection Ensemble classifier Pattern recognition
- Quality-grade evaluation of petroleum waxes using an electronic nose with a TGS gas sensor array被引量：10收藏
- 作者：Wang, Ji Gao, Daqi Wang, Zejian
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol;Shanghai Inst Biomfg Technol;Collaborat Innovat Ctr
- 来源：MEASUREMENT SCIENCE AND TECHNOLOGY 2015
- 关键词：electronic nose petroleum wax quality discrimination principal component analysis (PCA) k-nearest neighbors (KNN) support vector machine (SVM) multilayer perceptron (MLP)
- Integrated Fisher linear discriminants: An empirical study被引量：10收藏
- 作者：Gao Daqi Ding Jun Zhu Changming
- 机构：E China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2014
- 关键词：Fisher linear discriminants Imbalanced datasets Empirical thresholds Neighborhood-preserving transformations Iterative learning
- Improved multi-kernel classification machine with Nystrom approximation technique被引量：10收藏
- 作者：Zhu, Changming Gao, Daqi
- 机构：E China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2015
- 关键词：Multiple kernel learning Nystrom approximation Generalization risk analysis Pattern classification
- A novel, customizable and optimizable parameter method using spherical harmonics for molecular shape similarity comparisons被引量：10收藏
- 作者：Cai, Chaoqian Gong, Jiayu Liu, Xiaofeng Jiang, Hualiang Gao, Daqi Li, Honglin
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：JOURNAL OF MOLECULAR MODELING 2012
- 关键词：Molecular shape Similarity comparison Spherical harmonic Genetic optimization Virtual screening
- Multi-kernel classification machine with reduced complexity被引量：10收藏
- 作者：Wang, Zhe Zhu, Changming Niu, Zengxin Gao, Daqi Feng, Xiang
- 机构：E China Univ Sci & Technol;Soochow Univ
- 来源：KNOWLEDGE-BASED SYSTEMS 2014
- 关键词：Multiple kernel learning Nystrom approximation Reduced computation complexity Generalization risk analysis Pattern classification
- Regularized multi-view learning machine based on response surface technique被引量：9收藏
- 作者：Wang, Zhe Xu, Jin Chen, Songcan Gao, Daqi
- 机构：E China Univ Sci & Technol;Nanjing Univ Aeronaut & Astronaut
- 来源：NEUROCOMPUTING 2012
- 关键词：Multi-view learning Response surface technique Pattern representation Rademacher complexity Classifier design Pattern recognition
- Performance evaluation of multilayer perceptrons for discriminating and quantifying multiple kinds of odors with an electronic nose被引量：9收藏
- 作者：Gao Daqi Yang Zeping Cai Chaoqian Liu Fangjun
- 机构：E China Univ Sci & Technol
- 来源：NEURAL NETWORKS 2012
- 关键词：Perceptrons Local learning Local generalization Discrimination Quantification Odors
- Three-fold structured classifier design based on matrix pattern被引量：8收藏
- 作者：Wang, Zhe Zhu, Changming Gao, Daqi Chen, Songcan
- 机构：E China Univ Sci & Technol;Nanjing Univ Aeronaut & Astronaut
- 来源：PATTERN RECOGNITION 2013
- 关键词：Vector pattern Matrix pattern Global structure Local structure Classifier design Pattern recognition
- Structural multiple empirical kernel learning被引量：8收藏
- 作者：Wang, Zhe Fan, Qi Ke, Sheng Gao, Daqi
- 机构：E China Univ Sci & Technol
- 来源：INFORMATION SCIENCES 2015
- 关键词：Multiple kernel learning Empirical kernel mapping Structural learning Cluster information Rademacher complexity Pattern recognition
- Classification for Imbalanced and Overlapping Classes Using Outlier Detection and Sampling Techniques被引量：8收藏
- 作者：Yang, Zeping Gao, Daqi
- 机构：E China Univ Sci & Technol
- 来源：APPLIED MATHEMATICS & INFORMATION SCIENCES 2013
- 关键词：Under-sampling outlier detection overlapping imbalanced data artificial neural network (ANN)
- A novel multiple Nystrom-approximating kernel discriminant analysis被引量：7收藏
- 作者：Wang, Zhe Jie, Wenbo Gao, Daqi
- 机构：E China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2013
- 关键词：Multiple kernel discriminant analysis Nystrom approximation Eigenvalue decomposition Feature extraction Kernel-based method Pattern recognition
- New design goal of a classifier: Global and local structural risk minimization被引量：7收藏
- 作者：Zhu, Changming Wang, Zhe Gao, Daqi
- 机构：Shanghai Maritime Univ;E China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2016
- 关键词：Structural risk minimization Global space and local space Matrix learning Local learning
- An efficient Kernel-based matrixized least squares support vector machine被引量：7收藏
- 作者：Wang, Zhe He, Xisheng Gao, Daqi Xue, Xiangyang
- 机构：E China Univ Sci & Technol;Fudan Univ
- 来源：NEURAL COMPUTING & APPLICATIONS 2013
- 关键词：Least squares support vector machine Kernel-based method Matrix pattern Ensemble learning Classifier design
- Five Typical Stenches Detection Using an Electronic Nose被引量：7收藏
- 作者：Jiang, Wei Gao, Daqi
- 机构：East China Univ Sci & Technol
- 来源：SENSORS 2020
- 关键词：stenches detection odor concentration electronic nose machine learning algorithm
