Chonghui Guo

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 35

Top Topics

Affinity Propagation Clustering

Clustering Algorithm

Top Venues

Expert Syst. Appl.

IEEE Trans. Knowl. Data Eng.

Int. J. Comput. Intell. Syst.

Publications

Mucan Liu, Chonghui Guo, Liangchen Xu
An interpretable automated feature engineering framework for improving logistic regression. Appl. Soft Comput. 153 (2024)
Xiangzhu Meng, Lin Feng, Chonghui Guo, Huibing Wang, Shu Wu
A Unified Framework Based on Graph Consensus Term for Multiview Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Liangchen Xu, Chonghui Guo, Mucan Liu
A weighted distance-based dynamic ensemble regression framework for gastric cancer survival time prediction. Artif. Intell. Medicine 147 (2024)
Liangchen Xu, Chonghui Guo
CoxNAM: An interpretable deep survival analysis model. Expert Syst. Appl. 227 (2023)
Mucan Liu, Chonghui Guo, Sijia Guo
An explainable knowledge distillation method with XGBoost for ICU mortality prediction. Comput. Biol. Medicine 152 (2023)
Xiangzhu Meng, Lin Feng, Chonghui Guo
A unified framework based on graph consensus term for multi-view learning. CoRR (2021)
Leilei Sun, Chuanren Liu, Guoqing Chen, Chonghui Guo, Hui Xiong, Yanming Xie
Automatic Treatment Regimen Design. IEEE Trans. Knowl. Data Eng. 33 (11) (2021)
Caihong Liu, Chonghui Guo
Mining top-N high-utility operation patterns for taxi drivers. Expert Syst. Appl. 170 (2021)
Chonghui Guo, Mucan Liu, Menglin Lu
A Dynamic Ensemble Learning Algorithm based on K-means for ICU mortality prediction. Appl. Soft Comput. 103 (2021)
Chonghui Guo, Menglin Lu, Jingfeng Chen
An evaluation of time series summary statistics as features for clinical prediction tasks. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Jingfeng Chen, Leilei Sun, Chonghui Guo, Yanming Xie
A fusion framework to extract typical treatment patterns from electronic medical records. Artif. Intell. Medicine 103 (2020)
Yang Li, Chonghui Guo, Leilei Sun
Fast Clustering by Affinity Propagation Based on Density Peaks. IEEE Access 8 (2020)
Caihong Liu, Chonghui Guo
STCCD: Semantic trajectory clustering based on community detection in networks. Expert Syst. Appl. 162 (2020)
Wei Wei, Chonghui Guo, Jingfeng Chen, Lin Tang, Leilei Sun
CCODM: conditional co-occurrence degree matrix document representation method. Soft Comput. 23 (4) (2019)
Wei Wei, Chonghui Guo
A text semantic topic discovery method based on the conditional co-occurrence degree. Neurocomputing 368 (2019)
Chonghui Guo, Zhenna Na, Leilei Sun, Xiaoguang Chen
An Efficient Clustering Algorithm Based on Grid Density and its Application in Human Mobility Analysis. IUKM (2018)
Xu Xu, Mingjun Zhong, Chonghui Guo
A Hyperplane Clustering Algorithm for Estimating the Mixing Matrix in Sparse Component Analysis. Neural Process. Lett. 47 (2) (2018)
Zhengxu Wang, Chonghui Guo
Minimizing the risk of seaport operations efficiency reduction affected by vessel arrival delay. Ind. Manag. Data Syst. 118 (7) (2018)
Zhen Zhang, Xinyue Kou, Wenyu Yu, Chonghui Guo
On priority weights and consistency for incomplete hesitant fuzzy preference relations. Knowl. Based Syst. 143 (2018)
Miao Yu, Chonghui Guo
Using news to predict Chinese medicinal material price index movements. Ind. Manag. Data Syst. 118 (5) (2018)
Jingfeng Chen, Leilei Sun, Chonghui Guo, Wei Wei, Yanming Xie
A data-driven framework of typical treatment process extraction and evaluation. J. Biomed. Informatics 83 (2018)
Zhen Zhang, Chonghui Guo
Deriving priority weights from intuitionistic multiplicative preference relations under group decision-making settings. J. Oper. Res. Soc. 68 (12) (2017)
Leilei Sun, Chonghui Guo, Chuanren Liu, Hui Xiong
Fast affinity propagation clustering based on incomplete similarity matrix. Knowl. Inf. Syst. 51 (3) (2017)
Caihong Liu, Chonghui Guo
A Framework of Mobile Context-Aware Recommender System. ICPCSEE (2) (2017)
Wei Wei, Chonghui Guo, Jingfeng Chen, Zhen Zhang
Textual topic evolution analysis based on term co-occurrence: A case study on the government work report of the State Council (1954-2017). ISKE (2017)
Zhen Zhang, Chonghui Guo, Luis Martínez-López
Managing Multigranular Linguistic Distribution Assessments in Large-Scale Multiattribute Group Decision Making. IEEE Trans. Syst. Man Cybern. Syst. 47 (11) (2017)
Zhen Zhang, Chonghui Guo
Consistency and consensus models for group decision-making with uncertain 2-tuple linguistic preference relations. Int. J. Syst. Sci. 47 (11) (2016)
Leilei Sun, Chuanren Liu, Chonghui Guo, Hui Xiong, Yanming Xie
Data-driven Automatic Treatment Regimen Development and Recommendation. KDD (2016)
Lin Tang, Chonghui Guo
Design and Implementation of Chinese Historical Text Mining System Based on Culturomics. ICYCSEE (1) (2016)
Zhen Zhang, Chonghui Guo
Fusion of Heterogeneous Incomplete Hesitant Preference Relations in Group Decision Making. Int. J. Comput. Intell. Syst. 9 (2) (2016)
Zhen Zhang, Chonghui Guo
Minimum adjustment-based consistency and consensus models for group decision making with interval pairwise comparison matrices. FUZZ-IEEE (2016)
Zhen Zhang, Chonghui Guo
A VIKOR-Based Approach to Group Decision Making With Uncertain Preference Ordinals and Incomplete Weight Information. Informatica 27 (3) (2016)
Zhen Zhang, Chonghui Guo, Luis Martínez-López
Group decision making based on multi-granular distribution linguistic assessments and power aggregation operators. CoRR (2015)
Zhen Zhang, Chonghui Guo
New operations of hesitant fuzzy linguistic term sets with applications in multi-attribute group decision making. FUZZ-IEEE (2015)
Yang Li, Chonghui Guo
Hypergraph-based spectral clustering for categorical data. ICACI (2015)
Sumuya Borjigin, Chonghui Guo
Perturbation analysis for the normalized Laplacian matrices in the multiway spectral clustering method. Sci. China Inf. Sci. 57 (11) (2014)
Zhen Zhang, Chonghui Guo
Consistency-based algorithms to estimate missing elements for uncertain 2-tuple linguistic preference relations. Int. J. Comput. Intell. Syst. 7 (5) (2014)
Zhen Zhang, Chonghui Guo
An approach to group decision making with heterogeneous incomplete uncertain preference relations. Comput. Ind. Eng. 71 (2014)
Leilei Sun, Chonghui Guo
Incremental Affinity Propagation Clustering Based on Message Passing. IEEE Trans. Knowl. Data Eng. 26 (11) (2014)
Sumuya Borjigin, Chonghui Guo
Non-unique cluster numbers determination methods based on stability in spectral clustering. Knowl. Inf. Syst. 36 (2) (2013)
Zhen Zhang, Guangquan Zhang, Jie Lu, Chonghui Guo
A fuzzy tri-level decision making algorithm and its application in supply chain. EUSFLAT Conf. (2013)
Zhen Zhang, Chonghui Guo
A method for multi-granularity uncertain linguistic group decision making with incomplete weight information. Knowl. Based Syst. 26 (2012)
Jiangning Wu, Yunfei Shi, Chonghui Guo
A Resource Recommendation Method Based on User Taste Diffusion Model in Folksonomies. Int. J. Knowl. Syst. Sci. 3 (1) (2012)
Chonghui Guo, Yanchang Zhang
Time Series Similarity Measure Based on the Function of Degree of Disagreement. KSEM (2011)
Hailin Li, Chonghui Guo, Wangren Qiu
Similarity measure based on piecewise linear approximation and derivative dynamic time warping for time series mining. Expert Syst. Appl. 38 (12) (2011)
Chonghui Guo, Fang Li
An improved algorithm for support vector clustering based on maximum entropy principle and kernel matrix. Expert Syst. Appl. 38 (7) (2011)
Jiangning Wu, Yunfei Shi, Chonghui Guo
A Resource Recommendation Method Based on User Taste Diffusion Model in Folksonomies. KSEM (2011)
Hailin Li, Chonghui Guo, Libin Yang
A Method of Similarity Measure and Visualization for Long Time Series Using Binary Patterns. PAKDD Workshops (2011)
Zhen Zhang, Chonghui Guo
Association Rules Evaluation by a Hybrid Multiple Criteria Decision Method. Int. J. Knowl. Syst. Sci. 2 (3) (2011)
Zhen Zhang, Chonghui Guo
A Hybrid Multiple Attributes Two-Sided Matching Decision Making Method with Incomplete Weight Information. Brain Informatics (2011)
Hailin Li, Chonghui Guo
Piecewise cloud approximation for time series mining. Knowl. Based Syst. 24 (4) (2011)
Kefeng Wang, Xu Xu, Chonghui Guo
A stable ICA algorithm based on exponent density and Gaussian parametric density mixture models. iCAST (2011)
Chonghui Guo, Hailin Li, Donghua Pan
An Improved Piecewise Aggregate Approximation Based on Statistical Features for Time Series Mining. KSEM (2010)
Hongjuan Zhang, Zhenwei Shi, Chonghui Guo
Blind source extraction based on generalized autocorrelations and complexity pursuit. Neurocomputing 72 (10-12) (2009)
Yumin Yang, Chonghui Guo, Zunquan Xia
Independent Component Analysis for Time-dependent Processes Using AR Source Model. Neural Process. Lett. 27 (3) (2008)
Hongjuan Zhang, Chonghui Guo, Zhenwei Shi, Enmin Feng
Nonlinear Innovation to Noisy Blind Source Separation Based on Gaussian Moments. ICIC (2) (2008)
Hongjuan Zhang, Chonghui Guo, Zhenwei Shi
Blind Source Separation for Noisy Time Series by Combining Non-Gaussianity and Time-Correlation. ICNC (3) (2008)
Hongjuan Zhang, Zhenwei Shi, Chonghui Guo, Enmin Feng
Blind Source Extraction for Noisy Mixtures by Combining Gaussian Moments and Generalized Autocorrelations. Neural Process. Lett. 28 (3) (2008)
Yumin Yang, Chonghui Guo
Gaussian moments for noisy unifying model. Neurocomputing 71 (16-18) (2008)
Yumin Yang, Chonghui Guo
Blind Extraction for Noisy Fetal Electrocardiogram by Using Gaussian Moments. ICNC (5) (2008)
Shaoyan Sun, Chonghui Guo
Image Registration by Minimizing Tsallis Divergence Measure. FSKD (4) (2007)
Yumin Yang, Chonghui Guo, Zunquan Xia
An EM Algorithm for Independent Component Analysis Using an AR-GGD Source Model. Australian Conference on Artificial Intelligence (2007)
Chonghui Guo, Hong Li
Multilevel Thresholding Method for Image Segmentation Based on an Adaptive Particle Swarm Optimization Algorithm. Australian Conference on Artificial Intelligence (2007)
Mingyu Lu, Chonghui Guo, Jian-Tao Sun, Yuchang Lu
A SVM Method for Web Page Categorization Based on Weight Adjustment and Boosting Mechanism. FSKD (2) (2005)
Chonghui Guo, Mingyu Lu, Jian-Tao Sun, Yuchang Lu
A New Algorithm for Computing the Minimal Enclosing Sphere in Feature Space. FSKD (2) (2005)