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
- 电子鼻技术新进展及其应用前景被引量：58收藏
- 作者：高大启 杨根兴
- 机构：华东理工大学信息学院
- 来源：《传感器技术》 2001
- 关键词：电子鼻 气体传感器阵列 生物嗅觉模仿
- 摘要：详细阐述了电子鼻技术的基本原理 ,介绍了它的研究历史、应用现状与发展趋势 ,指出了这门信息新技术实现过程中需要解决的问题 ,重点展望了它在香料香精、卷烟。
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- Improved multi-kernel classification machine with Nystr?m approximation technique被引量：48收藏
- 作者：Zhu, Changming Gao, Daqi
- 机构： Department of Computer Science and Engineering
- 来源：Pattern Recognition 2015
- 关键词：Approximation algorithms - Risk assessment
- Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network被引量：42收藏
- 作者：Wang, Qi Qiu, Jiahui Zhou, Yangming Ruan, Tong Gao, Daqi Gao, Ju
- 机构： School of Information Science and Engineering; Shanghai Shuguang Hospital
- 来源：Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018 2018
- 关键词：Diseases - Natural language processing systems - Computer aided diagnosis - Heart
- 嗅觉模拟技术综述被引量：40收藏
- 作者：高大启 杨根兴
- 机构：华东理工大学计算机系
- 来源：《电子学报》 2001
- 关键词：嗅觉摸拟 气敏传感器阵列 数据处理方法 香气评定
- 摘要：详细阐述了嗅觉模拟技术的基本原理 ,介绍了嗅觉模拟技术研究的历史、应用现状与发展趋势 ,指出了嗅觉模拟技术研究中需要解决的问题 ,展望了嗅觉模拟技术在香料香精、卷烟。
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- Incorporating dictionaries into deep neural networks for the Chinese clinical named entity recognition被引量：39收藏
- 作者：Wang, Qi Xia, Yuhang Zhou, Yangming Ruan, Tong Gao, Daqi He, Ping
- 机构： Department of Computer Science and Engineering; Shanghai Hospital Development Center
- 来源：arXiv 2018
- 关键词：Benchmarking - Clinical research - Deep neural networks - Large dataset - Natural language processing systems - Records management
- A novel multi-view classifier based on Nystr?m approximation被引量：37收藏
- 作者：Wang, Zhe Chen, Songcan Gao, Daqi
- 机构： Department of Computer Science and Engineering; Department of Computer Science and Engineering
- 来源：Expert Systems with Applications 2011
- 关键词：Classification (of information)
- 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
- 融入语言模型和注意力机制的临床电子病历命名实体识别被引量：32收藏
- 作者：唐国强 高大启 阮彤 叶琪 王祺
- 机构：华东理工大学信息科学与工程学院
- 来源：《计算机科学》 2020
- 关键词：多头注意力 语言模型 临床医学命名实体识别 深度神经网络 循环控制单元
- 摘要：临床电子病历命名实体识别(Clinical Named Entity Recognition,CNER)的主要任务是对给定的一组电子病历文档进行识别并抽取出与医学临床相关的命名实体,然后将它们归类到预先定义好的类别中,如...
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- A novel multiple Nystr?m-approximating kernel discriminant analysis被引量：30收藏
- 作者：Wang, Zhe Jie, Wenbo Gao, Daqi
- 机构： Department of Computer Science and Engineering
- 来源：Neurocomputing 2013
- 关键词：Eigenvalues and eigenfunctions - Computational efficiency - Discriminant analysis - 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
- Support vector machine classifiers using RBF kernels with clustering-based centers and widths被引量：24收藏
- 作者：Gao, Daqi Zhang, Tao
- 机构： Department of Computer Science
- 来源：IEEE International Conference on Neural Networks - Conference Proceedings 2007
- 关键词：Cluster analysis - Lagrange multipliers - Character recognition - Radial basis function networks
- An Attention-based BI-GRU-CapsNet Model for Hypernymy Detection between Compound Entities被引量：23收藏
- 作者：Wang, Qi Xu, Chenming Zhou, Yangming Ruan, Tong Gao, Daqi He, Ping
- 机构： School of Information Science and Engineering; School of Science; Shanghai Hospital Development Center
- 来源：Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018 2018
- PatientEG dataset: Bringing event graph model with temporal relations to electronic medical records被引量：21收藏
- 作者：Liu, Xuli Jin, Jihao Wang, Qi Ruan, Tong Zhou, Yangming Gao, Daqi Yin, Yichao
- 机构： School of Information Science and Engineering; Shanghai Shuguang Hospital
- 来源：arXiv 2018
- 关键词：Clinical research - Diagnosis - Knowledge graph - Medical computing - Query processing - Semantics
- A mixed parallel perceptron classifier and several application problems被引量：21收藏
- 作者：Gao, Daqi Li, Hao Chen, Wei
- 机构： Department of Computer Science; Department of Computer Science
- 来源：IEEE International Conference on Neural Networks - Conference Proceedings 2006
- 关键词：Boundary conditions - Decision theory - Problem solving
- 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
- 改进的RBF神经网络模式分类方法理论研究被引量：20收藏
- 作者：高大启 杨根兴
- 机构：华东理工大学计算机科学与工程系
- 来源：《华东理工大学学报（自然科学版）》 2001
- 关键词：径基函数 线性基本函数 神经网络 模式分类 分类机理 核函数 分类方法
- 摘要：研究了前向两层径基函数 ( RBF)网络和前向两层线性基本函数 ( LBF)网络的分类机理及其结构与初始参数优化确定方法 ,提出了 Guassian核函数的中心和宽度应通过学习自动确定 ,在学习过程中根据错分样本自身的类...
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- 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
- A New Bio-inspired Approach to the Traveling Salesman Problem被引量：18收藏
- 作者：Feng, Xiang Lau, Francis C. M. Gao, Daqi
- 机构：East China Univ Sci & Technol;Univ Hong Kong
- 来源：COMPLEX SCIENCES, PT 2 2009
- 关键词：Bio-inspired algorithm traveling salesman problem (TSP) mosquito host-seeking algorithm (MHSA) distributed and parallel algorithm
- Multiple view learning based on tabular data被引量：18收藏
- 作者：Wang, Zhe Niu, Zengxin Huang, Jianhua Gao, Daqi
- 机构： Department of Computer Science and Engineering
- 来源：IET Conference Publications 2011
- 关键词：Learning systems - Classification (of information)
- ISCP: An improved blockchain consensus protocol被引量：17收藏
- 作者：Li, Zhong-Cheng Huang, Jian-Hua Gao, Da-Qi Jiang, Ya-Hui Fan, Li
- 机构： School of Information Science and Engineering
- 来源：International Journal of Network Security 2019
- 关键词：Efficiency - Network security
- An active under-sampling approach for imbalanced data classification被引量：16收藏
- 作者：Yang, Zeping Gao, Daqi
- 机构： College of Information Science and Engineering
- 来源：Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012 2012
- 关键词：Learning systems - Neural networks
- 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
