Jian Hou - RankMe

75 papers A 1B 11C 3Misc 1Journal 33Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhanced Gaussian Mixture Model clustering for real-world data. Eng. Appl. Artif. Intell. Chongwei Huang, Jian Hou, Huaqiang Yuan
2026	J	`jnl`	Experimental evaluation of Szemerédi's regularity lemma in graph-based clustering. Pattern Recognit. Jian Hou, Juntao Ge, Huaqiang Yuan, Marcello Pelillo
2025	J	`jnl`	Density peak clustering based on nearest neighbors. Eng. Appl. Artif. Intell. Houshen Lin, Jian Hou, Huaqiang Yuan
2025	B	`conf`	Improving Nyström Spectral Clustering with Unsupervised Vector Quantization and Incomplete Cholesky Decomposition. PRICAI Jinda Du, Jian Hou, Huaqiang Yuan
2024	—	`conf`	Adaptive Density Peak Clustering with Optimized Border-Peeling. KSEM (2) Houshen Lin, Jian Hou, Huaqiang Yuan
2024	—	`conf`	Adaptive Nearest Neighbor Density Peak Clustering Based on Fuzzy Logic. ICPR (24) Houshen Lin, Jian Hou, Huaqiang Yuan
2024	—	`conf`	Efficient Affinity Propagation Clustering Based on Szemerédi's Regularity Lemma. KSEM (2) Jian Hou, Juntao Ge, Huaqiang Yuan
2024	—	`conf`	Enhancing Graph-Based Clustering with the Regularity Lemma. ICPR (1) Jian Hou, Juntao Ge, Huaqiang Yuan, Marcello Pelillo
2024	J	`jnl`	Flexible density peak clustering for real-world data. Pattern Recognit. Jian Hou, Houshen Lin, Huaqiang Yuan, Marcello Pelillo
2024	—	`conf`	Real-world Data Clustering Based on Dominant Set and Nearest Neighbors. MLMI Chongwei Huang, Jian Hou
2024	—	`conf`	Sequential Clustering for Real-World Datasets. PRICAI (1) Chongwei Huang, Jian Hou, Huaqiang Yuan
2023	J	`jnl`	Game-theoretic hypergraph matching with density enhancement. Pattern Recognit. Jian Hou, Huaqiang Yuan, Marcello Pelillo
2023	J	`jnl`	Towards Parameter-Free Clustering for Real-World Data. Pattern Recognit. Jian Hou, Huaqiang Yuan, Marcello Pelillo
2023	—	`conf`	Weighted Multi-view Clustering Based on Internal Evaluation. MMM (2) Haoqi Xu, Jian Hou, Huaqiang Yuan
2022	J	`jnl`	Hypergraph matching via game-theoretic hypergraph clustering. Pattern Recognit. Jian Hou, Marcello Pelillo, Huaqiang Yuan
2021	A	`conf`	Efficient and Accurate Hypergraph Matching. ICME Jian Hou, Huaqiang Yuan
2020	J	`jnl`	Density peak clustering based on relative density relationship. Pattern Recognit. Jian Hou, Aihua Zhang, Naiming Qi
2020	B	`conf`	Efficient Game-Theoretic Hypergraph Matching. ICPR Jian Hou, Nai-Ming Qi
2020	J	`jnl`	Enhancing Density Peak Clustering via Density Normalization. IEEE Trans. Ind. Informatics Jian Hou, Aihua Zhang
2019	—	`conf`	Merging DBSCAN and Density Peak for Robust Clustering. ICANN (4) Jian Hou, Chengcong Lv, Aihua Zhang, Xu E
2018	B	`conf`	A Centerness Peak Based Clustering Algorithm. IJCNN Jian Hou, Aihua Zhang
2018	B	`conf`	A Game- Theoretic Hyper-Graph Matching Algorithm. ICPR Jian Hou, Marcello Pelillo
2018	—	`conf`	A Target Dominant Sets Clustering Algorithm. ICANN (2) Jian Hou, Chengcong Lv, Aihua Zhang, Xu E
2018	J	`jnl`	Cluster merging based on a decision threshold. Neural Comput. Appl. Jian Hou, Bo-Ping Zhang
2018	J	`jnl`	Density Based Cluster Growing via Dominant Sets. Neural Process. Lett. Jian Hou, Xu E, Wei-Xue Liu
2018	J	`jnl`	Enhanced Dominant Sets Clustering by Cluster Expansion. IEEE Access Jian Hou, Aihua Zhang
2018	—	`conf`	Enhancing Cluster Center Identification in Density Peak Clustering. KSEM (1) Jian Hou, Aihua Zhang, Chengcong Lv, Xu E
2018	J	`jnl`	Feature Combination via Clustering. IEEE Trans. Neural Networks Learn. Syst. Jian Hou, Huijun Gao, Xuelong Li
2017	J	`jnl`	A Data-Driven Clustering Approach for Fault Diagnosis. IEEE Access Jian Hou, Bing Xiao
2017	J	`jnl`	A Parameter-Independent Clustering Framework. IEEE Trans. Ind. Informatics Jian Hou, Wei-Xue Liu
2017	—	`conf`	An Enhanced Density Peak Based Clustering Algorithm. ACPR Jian Hou, Wei-Xue Liu
2017	C	`conf`	An Improved Density Peak Clustering Algorithm. IDEAL Jian Hou, Xu E
2017	J	`jnl`	An Improved Principal Component Regression for Quality-Related Process Monitoring of Industrial Control Systems. IEEE Access Chengyuan Sun, Jian Hou
2017	—	`conf`	Clustering Based on Dominant Set and Cluster Expansion. PAKDD (2) Jian Hou, Wei-Xue Liu
2017	—	`conf`	Density Normalization in Density Peak Based Clustering. GbRPR Jian Hou, Hongxia Cui
2017	—	`conf`	Dominant Set Based Density Kernel and Clustering. ISNN (1) Jian Hou, Shen Yin
2017	J	`jnl`	Parameter independent clustering based on dominant sets and cluster merging. Inf. Sci. Jian Hou, Wei-Xue Liu
2016	J	`jnl`	A MPRM-based approach for fault diagnosis against outliers. Neurocomputing Wei Sun, Jian Hou
2016	—	`conf`	A density based cluster extension method. ICIT Jian Hou, Chunshi Sha, Lei Chi, Hongxia Cui
2016	J	`jnl`	A multivariate statistical combination forecasting method for product quality evaluation. Inf. Sci. Shen Yin, Lei Liu, Jian Hou
2016	B	`conf`	A new density kernel in density peak based clustering. ICPR Jian Hou, Marcello Pelillo
2016	J	`jnl`	A robust 2D Otsu's thresholding method in image segmentation. J. Vis. Commun. Image Represent. Chunshi Sha, Jian Hou, Hongxia Cui
2016	B	`conf`	An enhanced dominant sets clustering method. IJCNN Jian Hou, Wei-Xue Liu, Hongxia Cui
2016	J	`jnl`	An improved SVM integrated GS-PCA fault diagnosis approach of Tennessee Eastman process. Neurocomputing Xin Gao, Jian Hou
2016	J	`jnl`	DSets-DBSCAN: A Parameter-Free Clustering Algorithm. IEEE Trans. Image Process. Jian Hou, Huijun Gao, Xuelong Li
2016	—	`conf`	Density Based Clustering via Dominant Sets. ANNPR Jian Hou, Wei-Xue Liu, Xu E
2016	—	`conf`	Density Based Dominant Sets Growing and Clustering. EMS Jian Hou, Xu E, Hongxia Cui
2016	—	`conf`	Dominant Set Based Data Clustering and Image Segmentation. MMM (1) Jian Hou, Chunshi Sha, Hongxia Cui, Lei Chi
2016	C	`conf`	Fault Detection and process monitoring of industrial process based on spherical kernel T-PLS. IECON Zelin Ren, Jian Hou, Hongpeng Zhou
2016	J	`jnl`	Feature Combination and the kNN Framework in Object Classification. IEEE Trans. Neural Networks Learn. Syst. Jian Hou, Huijun Gao, Qi Xia, Naiming Qi
2016	J	`jnl`	Fed-batch fermentation penicillin process fault diagnosis and detection based on support vector machine. Neurocomputing Chengming Yang, Jian Hou
2016	—	`conf`	Improving the performance of SVM-RFE on classification of pancreatic cancer data. ICIT Jiapeng Yin, Jian Hou, Zhiyong She, Chengming Yang, Han Yu
2016	—	`conf`	On visual vocabulary size in SVM classification. ICIT Wei-Xue Liu, Hongxia Cui, Jian Hou, Jianxin Kang
2016	C	`conf`	PCA and KPCA integrated Support Vector Machine for multi-fault classification. IECON Shen Yin, Chen Jing, Jian Hou, Okyay Kaynak, Huijun Gao
2016	J	`jnl`	Recent advances on SVM based fault diagnosis and process monitoring in complicated industrial processes. Neurocomputing Zuyu Yin, Jian Hou
2016	J	`jnl`	Towards parameter-independent data clustering and image segmentation. Pattern Recognit. Jian Hou, Wei-Xue Liu, Xu E, Hongxia Cui
2015	—	`conf`	Cluster Merging Based on Dominant Sets. SIMBAD Jian Hou, Chunshi Sha, Hongxia Cui, Lei Chi
2015	—	`conf`	Density Based Cluster Extension and Dominant Sets Clustering. GbRPR Jian Hou, Chunshi Sha, Xu E, Qi Xia, Naiming Qi
2015	J	`jnl`	Evaluating classifier combination in object classification. Pattern Anal. Appl. Jian Hou, Xu E, Qi Xia, Naiming Qi
2015	J	`jnl`	Experimental study on dominant sets clustering. IET Comput. Vis. Jian Hou, Qi Xia, Naiming Qi
2015	J	`jnl`	SVM and PCA based fault classification approaches for complicated industrial process. Neurocomputing Chen Jing, Jian Hou
2014	B	`conf`	Merging dominant sets and DBSCAN for robust clustering and image segmentation. ICIP Jian Hou, Chunshi Sha, Lei Chi, Qi Xia, Naiming Qi
2014	B	`conf`	Robust Clustering Based on Dominant Sets. ICPR Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi
2013	J	`jnl`	A density-based enhancement to dominant sets clustering. IET Comput. Vis. Jian Hou, Xu E, Wei-Xue Liu, Qi Xia, Naiming Qi
2013	J	`jnl`	A simple feature combination method based on dominant sets. Pattern Recognit. Jian Hou, Marcello Pelillo
2013	J	`jnl`	An experimental study on the universality of visual vocabularies. J. Vis. Commun. Image Represent. Jian Hou, Wei-Xue Liu, Xu E, Qi Xia, Naiming Qi
2013	B	`conf`	DSET++: A robust clustering algorithm. ICIP Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi
2012	Misc	`conf`	A graph-theoretic approach to classifier combination. ICASSP Jian Hou, Zhan-Shen Feng, Bo-Ping Zhang
2012	B	`conf`	Dominant set and target clique extraction. ICPR Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi
2011	—	`conf`	Evaluating Feature Combination in Object Classification. ISVC (2) Jian Hou, Bo-Ping Zhang, Naiming Qi, Yong Yang
2011	—	`conf`	Towards a Universal and Limited Visual Vocabulary. ISVC (2) Jian Hou, Zhan-Shen Feng, Yong Yang, Naiming Qi
2010	B	`conf`	Image Matching Based on Representative Local Descriptors. MMM Jian Hou, Naiming Qi, Jianxin Kang
2010	—	`conf`	On Vocabulary Size in Bag-of-Visual-Words Representation. PCM (1) Jian Hou, Jianxin Kang, Naiming Qi
2007	J	`jnl`	A multi-stage matching algorithm for mobile robot navigation. Ind. Robot Jian Hou, Naiming Qi, Hong Zhang
2006	—	`conf`	Stereo Mapping for A Prototype Lunar Rover. ROBIO Jian Hou, Naiming Qi, Hong Zhang, Tun Liu