Yongguo Liu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 39

Top Topics

Label Propagation Algorithm

Feature Selection

Gene Expression

Community Detection

Top Venues

Neural Process. Lett.

Publications

Zhi Chen, Yongguo Liu, Yun Zhang, Jiajing Zhu, Qiaoqin Li, Xindong Wu
Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer's Disease Diagnosis. IEEE Trans. Image Process. 33 (2024)
Hengjie Zheng, Yongguo Liu, Shangming Yang, Yun Zhang, Jiajing Zhu, Zhi Chen
HIFINet: Examination-Diagnosis-Treatment Hierarchical Feedback Interaction Network for Medication Recommendation. Neural Process. Lett. 56 (2) (2024)
Jiajing Zhu, Yongguo Liu, Chuanbiao Wen, Xindong Wu
DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction : Extended Abstract. ICDE (2023)
Zhi Chen, Yongguo Liu, Yun Zhang, Jiajing Zhu, Qiaoqin Li
A Weakly Supervised Deep Learning Model for Alzheimer's Disease Prognosis Using MRI and Incomplete Labels. ICONIP (3) (2023)
Shigang Yang, Yongguo Liu, Yun Zhang, Jiajing Zhu
A Word-Concept Heterogeneous Graph Convolutional Network for Short Text Classification. Neural Process. Lett. 55 (1) (2023)
Zhi Chen, Yongguo Liu, Yun Zhang, Qiaoqin Li, Alzheimer's Disease Neuroimaging Initiative
Orthogonal latent space learning with feature weighting and graph learning for multimodal Alzheimer's disease diagnosis. Medical Image Anal. 84 (2023)
Jiajing Zhu, Yongguo Liu, Yun Zhang, Zhi Chen, Kun She, Rongsheng Tong
DAEM: Deep attributed embedding based multi-task learning for predicting adverse drug-drug interaction. Expert Syst. Appl. 215 (2023)
Qiaoqin Li, Yongguo Liu, Jiajing Zhu, Zhi Chen, Lang Liu, Shangming Yang, Juan Li, Rongjiang Jin, Jing Tao, Lidian Chen
A motion recognition model for upper-limb rehabilitation exercises. J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Jiajing Zhu, Yongguo Liu, Chuanbiao Wen, Xindong Wu
DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Yun Zhang, Yongguo Liu, Dongxiao Li, Shuangqing Zhai
Exploring Chinese word embedding with similar context and reinforcement learning. Neural Comput. Appl. 34 (24) (2022)
Jiajing Zhu, Yongguo Liu, Yun Zhang, Zhi Chen, Xindong Wu
Adaptive Regularized Multiattribute Fuzzy Distance Learning for Predicting Adverse Drug-Drug Interaction. IEEE Trans. Fuzzy Syst. 30 (12) (2022)
Zhi Chen, Yongguo Liu, Yun Zhang, Rongjiang Jin, Jing Tao, Lidian Chen
Low-rank sparse feature selection with incomplete labels for Alzheimer's disease progression prediction. Comput. Biol. Medicine 147 (2022)
Jiajing Zhu, Yongguo Liu, Yun Zhang, Zhi Chen, Xindong Wu
Multi-Attribute Discriminative Representation Learning for Prediction of Adverse Drug-Drug Interaction. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Zhi Chen, Yongguo Liu, Jiajing Zhu, Yun Zhang, Rongjiang Jin, Xia He, Jing Tao, Lidian Chen
Time-frequency deep metric learning for multivariate time series classification. Neurocomputing 462 (2021)
Jiajing Zhu, Yongguo Liu, Yun Zhang, Dongxiao Li
Attribute Supervised Probabilistic Dependent Matrix Tri-Factorization Model for the Prediction of Adverse Drug-Drug Interaction. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Yun Zhang, Yongguo Liu, Jiajing Zhu, Xindong Wu
FSPRM: A Feature Subsequence Based Probability Representation Model for Chinese Word Embedding. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Zhi Chen, Yongguo Liu, Jiajing Zhu, Yun Zhang, Qiaoqin Li, Rongjiang Jin, Xia He
Deep Multiple Metric Learning for Time Series Classification. IEEE Access 9 (2021)
Shigang Yang, Yongguo Liu
A Character-Word Graph Attention Networks for Chinese Text Classification. ICBK (2021)
Jiajing Zhu, Yongguo Liu, Chuanbiao Wen
MTMA: Multi-task multi-attribute learning for the prediction of adverse drug-drug interaction. Knowl. Based Syst. 199 (2020)
Jiajing Zhu, Yongguo Liu, Hao Wu, Zhi Chen, Yun Zhang, Shangming Yang, Changhong Yang, Wen Yang, Xindong Wu
A no self-edge stochastic block model and a heuristic algorithm for balanced anti-community detection in networks. Inf. Sci. 518 (2020)
Ziqiang Zheng, Yongguo Liu, Yun Zhang, Chuanbiao Wen
TCMKG: A Deep Learning Based Traditional Chinese Medicine Knowledge Graph Platform. ICKG (2020)
Shangming Yang, Yongguo Liu, Qiaoqin Li, Wen Yang, Yi Zhang, Chuanbiao Wen
Non-negative Matrix Factorization with Symmetric Manifold Regularization. Neural Process. Lett. 51 (1) (2020)
Qiaoqin Li, Yongguo Liu, Shangming Yang
Exploiting Linear Manifold Features With Parts-Based Representation in Various Scenes. IEEE Access 8 (2020)
Yun Zhang, Yongguo Liu, Jiajing Zhu, Changhong Yang, Wen Yang, Shuangqing Zhai
NALPA: A Node Ability Based Label Propagation Algorithm for Community Detection. IEEE Access 8 (2020)
Yun Zhang, Yongguo Liu, Qiaoqin Li, Rongjiang Jin, Chuanbiao Wen
LILPA: A label importance based label propagation algorithm for community detection with application to core drug discovery. Neurocomputing 413 (2020)
Xiaolin Zhu, Yongguo Liu, Qiaoqin Li, Yi Zhang, Chuanbiao Wen
Mining patterns of Chinese medicinal prescription for diabetes mellitus based on therapeutic effect. Multim. Tools Appl. 79 (15-16) (2020)
Yun Zhang, Yongguo Liu, Jiajing Zhu, Shuangqing Zhai, Rongjiang Jin, Chuanbiao Wen
A Semantic Analysis and Community Detection-Based Artificial Intelligence Model for Core Herb Discovery from the Literature: Taking Chronic Glomerulonephritis Treatment as a Case Study. Comput. Math. Methods Medicine 2020 (2020)
Yun Zhang, Yongguo Liu, Rongjiang Jin, Jing Tao, Lidian Chen, Xindong Wu
GLLPA: A Graph Layout based Label Propagation Algorithm for community detection. Knowl. Based Syst. 206 (2020)
Xiaolin Zhu, Yongguo Liu
An efficient frequent pattern mining algorithm using a highly compressed prefix tree. Intell. Data Anal. 23 (S1) (2019)
Jiajing Zhu, Yongguo Liu, Yun Zhang, Zhi Chen, Qiaoqin Li, Shangming Yang, Xiaofeng Liu, Shuangqing Zhai, Yi Zhang, Chuanbiao Wen
IHPreten: A novel supervised learning framework with attribute regularization for prediction of incompatible herb pair in traditional Chinese medicine. Neurocomputing 338 (2019)
Liwen Peng, Yongguo Liu
Attribute weights-based clustering centres algorithm for initialising K-modes clustering. Clust. Comput. 22 (Supplement) (2019)
Qiaoqin Li, Yongguo Liu, Jiajing Zhu, Yonghua Xiao, Hao Wu, Xiaofeng Liu, Zijie Chen, Shuangqing Zhai
ANDERATION: A New Anti-Community Detection Algorithm and its Application to Explore Incompatibility of Traditional Chinese Medicine. IEEE Access 7 (2019)
Yun Zhang, Yongguo Liu, Jiajing Zhu, Ziqiang Zheng, Xiaofeng Liu, Weiguang Wang, Zijie Chen, Shuangqing Zhai
Learning Chinese Word Embeddings from Stroke, Structure and Pinyin of Characters. CIKM (2019)
Xiaolin Zhu, Yongguo Liu, Qiaoqin Li, Yi Zhang, Chuanbiao Wen
Mining Effective Patterns of Chinese Medicinal Formulae Using Top-k Weighted Association Rules for the Internet of Medical Things. IEEE Access 6 (2018)
Jiajing Zhu, Yongguo Liu, Shangming Yang, Shuangqing Zhai, Zhang Yi, Chuanbiao Wen
A Supervised Learning Framework for Prediction of Incompatible Herb Pair in Traditional Chinese Medicine. CIKM (2018)
Shangming Yang, Yongguo Liu, Qiaoqing Li
A Bidirectional Deep Manifold Model for Image Representation. FSDM (2018)
Lu Yin, Yongguo Liu
Ensemble biclustering gene expression data based on the spectral clustering. Neural Comput. Appl. 30 (8) (2018)
Liwen Peng, Yongguo Liu
Gravitation Theory Based Model for Multi-Label Classification. Int. J. Comput. Commun. Control 12 (5) (2017)
Lu Yin, Yongguo Liu
Ensemble cuckoo search biclustering of the gene expression data. ICCI*CC (2016)
Yongguo Liu, Xindong Wu, Yi-Dong Shen
Automatic clustering using genetic algorithms. Appl. Math. Comput. 218 (4) (2011)
Yongguo Liu, Yi-Dong Shen
Data Clustering with Cat Swarm Optimization. J. Convergence Inf. Technol. 5 (8) (2010)
Yongguo Liu, Hua Yan, Kefei Chen
A Genetic Algorithm Based Clustering Approach with Tabu Operation and K-Means Operation. J. Intell. Syst. 19 (1) (2010)
Yongguo Liu, Jianrui Hao
On Using Tabu Search for RNA Secondary Structure Prediction. J. Digit. Content Technol. its Appl. 4 (9) (2010)
Yongguo Liu, Jianrui Hao, Jun Peng
Predicting RNA secondary structure with Tabu Search. IEEE ICCI (2010)
Jun Peng, Shangzhu Jin, Hailing Liu, Yongguo Liu
A Block Cipher Based on a Hybrid of Chaotic System and Feistel Network. ICNC (5) (2009)
Mao Ye, Yongguo Liu, Ming Liu, Fan Li, Qihe Liu
Blind Image Extraction by Using Local Smooth Information. ICNC (3) (2009)
Hong Wu, Yongguo Liu, Mao Ye
Applying pLSA to region-based image categorization with soft vector quantization. ICIMCS (2009)
Jun Peng, Du Zhang, Yongguo Liu, Xiaofeng Liao
A Double-Piped iterated hash function based on a hybrid of chaotic maps. IEEE ICCI (2008)
Mao Ye, Yongguo Liu, Hong Wu, Qihe Liu
A few online algorithms for extracting minor generalized eigenvectors. IJCNN (2008)
Yongguo Liu, Zhang Yi, Hong Wu, Mao Ye, Kefei Chen
A tabu search approach for the minimum sum-of-squares clustering problem. Inf. Sci. 178 (12) (2008)
Yongguo Liu, Xiaorong Pu, Yi-Dong Shen, Zhang Yi, Xiaofeng Liao
Clustering Using an Improved Hybrid Genetic Algorithm. Int. J. Artif. Intell. Tools 16 (6) (2007)
Xiaorong Pu, Zhongjie Fang, Yongguo Liu
Multilayer Perceptron Networks Training Using Particle Swarm Optimization with Minimum Velocity Constraints. ISNN (3) (2007)
Yongguo Liu, Jun Peng, Kefei Chen, Zhang Yi
An Improved Hybrid Genetic Clustering Algorithm. SETN (2006)
Yongguo Liu, Libin Wang, Kefei Chen
A Tabu Search Based Method for Minimum Sum of Squares Clustering. ICAPR (1) (2005)
Yongguo Liu, Yan Liu, Kefei Chen
Clustering with Noising Method. ADMA (2005)
Yongguo Liu, Wei Zhang, Dong Zheng, Kefei Chen
A Novel Clustering Technique Based on Improved Noising Method. CIARP (2005)
Yongguo Liu, Yan Liu, Libin Wang, Kefei Chen
A Hybrid Tabu Search Based Clustering Algorithm. KES (2) (2005)
Yongguo Liu, Dong Zheng, Shiqun Li, Libin Wang, Kefei Chen
A Tabu Clustering Method with DHB Operation and Mergence and Partition Operation. Discovery Science (2005)
Yongguo Liu, Kefei Chen, Xiaofeng Liao, Wei Zhang
A genetic clustering method for intrusion detection. Pattern Recognit. 37 (5) (2004)
Yongguo Liu, Xiaofeng Liao, Xueming Li, Zhongfu Wu
A Tabu Clustering algorithm for Intrusion Detection. Intell. Data Anal. 8 (4) (2004)