Jian Hou

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 45

Top Topics

Clustering Algorithm

Fault Diagnosis

Industrial Process

Tennessee Eastman

Top Venues

Pattern Recognit.

Publications

Jian Hou, Juntao Ge, Huaqiang Yuan
Efficient Affinity Propagation Clustering Based on Szemerédi's Regularity Lemma. KSEM (2) (2024)
Houshen Lin, Jian Hou, Huaqiang Yuan
Adaptive Density Peak Clustering with Optimized Border-Peeling. KSEM (2) (2024)
Jian Hou, Houshen Lin, Huaqiang Yuan, Marcello Pelillo
Flexible density peak clustering for real-world data. Pattern Recognit. 156 (2024)
Jian Hou, Huaqiang Yuan, Marcello Pelillo
Game-theoretic hypergraph matching with density enhancement. Pattern Recognit. 133 (2023)
Jian Hou, Huaqiang Yuan, Marcello Pelillo
Towards Parameter-Free Clustering for Real-World Data. Pattern Recognit. 134 (2023)
Jian Hou, Marcello Pelillo, Huaqiang Yuan
Hypergraph matching via game-theoretic hypergraph clustering. Pattern Recognit. 125 (2022)
Jian Hou, Aihua Zhang
Enhancing Density Peak Clustering via Density Normalization. IEEE Trans. Ind. Informatics 16 (4) (2020)
Jian Hou, Aihua Zhang, Naiming Qi
Density peak clustering based on relative density relationship. Pattern Recognit. 108 (2020)
Jian Hou, Chengcong Lv, Aihua Zhang, Xu E
Merging DBSCAN and Density Peak for Robust Clustering. ICANN (4) (2019)
Jian Hou, Xu E, Wei-Xue Liu
Density Based Cluster Growing via Dominant Sets. Neural Process. Lett. 48 (2) (2018)
Jian Hou, Aihua Zhang
A Centerness Peak Based Clustering Algorithm. IJCNN (2018)
Jian Hou, Chengcong Lv, Aihua Zhang, Xu E
A Target Dominant Sets Clustering Algorithm. ICANN (2) (2018)
Jian Hou, Aihua Zhang
Enhanced Dominant Sets Clustering by Cluster Expansion. IEEE Access 6 (2018)
Jian Hou, Huijun Gao, Xuelong Li
Feature Combination via Clustering. IEEE Trans. Neural Networks Learn. Syst. 29 (4) (2018)
Jian Hou, Aihua Zhang, Chengcong Lv, Xu E
Enhancing Cluster Center Identification in Density Peak Clustering. KSEM (1) (2018)
Jian Hou, Bo-Ping Zhang
Cluster merging based on a decision threshold. Neural Comput. Appl. 30 (1) (2018)
Jian Hou, Marcello Pelillo
A Game- Theoretic Hyper-Graph Matching Algorithm. ICPR (2018)
Jian Hou, Wei-Xue Liu
An Enhanced Density Peak Based Clustering Algorithm. ACPR (2017)
Jian Hou, Wei-Xue Liu
Parameter independent clustering based on dominant sets and cluster merging. Inf. Sci. 405 (2017)
Jian Hou, Wei-Xue Liu
A Parameter-Independent Clustering Framework. IEEE Trans. Ind. Informatics 13 (4) (2017)
Chengyuan Sun, Jian Hou
An Improved Principal Component Regression for Quality-Related Process Monitoring of Industrial Control Systems. IEEE Access 5 (2017)
Jian Hou, Bing Xiao
A Data-Driven Clustering Approach for Fault Diagnosis. IEEE Access 5 (2017)
Jian Hou, Hongxia Cui
Density Normalization in Density Peak Based Clustering. GbRPR (2017)
Jian Hou, Shen Yin
Dominant Set Based Density Kernel and Clustering. ISNN (1) (2017)
Jian Hou, Xu E
An Improved Density Peak Clustering Algorithm. IDEAL (2017)
Jian Hou, Wei-Xue Liu
Clustering Based on Dominant Set and Cluster Expansion. PAKDD (2) (2017)
Zelin Ren, Jian Hou, Hongpeng Zhou
Fault Detection and process monitoring of industrial process based on spherical kernel T-PLS. IECON (2016)
Jiapeng Yin, Jian Hou, Zhiyong She, Chengming Yang, Han Yu
Improving the performance of SVM-RFE on classification of pancreatic cancer data. ICIT (2016)
Jian Hou, Marcello Pelillo
A new density kernel in density peak based clustering. ICPR (2016)
Chengming Yang, Jian Hou
Fed-batch fermentation penicillin process fault diagnosis and detection based on support vector machine. Neurocomputing 190 (2016)
Jian Hou, Wei-Xue Liu, Xu E
Density Based Clustering via Dominant Sets. ANNPR (2016)
Jian Hou, Xu E, Hongxia Cui
Density Based Dominant Sets Growing and Clustering. EMS (2016)
Jian Hou, Huijun Gao, Qi Xia, Naiming Qi
Feature Combination and the kNN Framework in Object Classification. IEEE Trans. Neural Networks Learn. Syst. 27 (6) (2016)
Wei Sun, Jian Hou
A MPRM-based approach for fault diagnosis against outliers. Neurocomputing 190 (2016)
Jian Hou, Wei-Xue Liu, Hongxia Cui
An enhanced dominant sets clustering method. IJCNN (2016)
Shen Yin, Lei Liu, Jian Hou
A multivariate statistical combination forecasting method for product quality evaluation. Inf. Sci. (2016)
Jian Hou, Chunshi Sha, Lei Chi, Hongxia Cui
A density based cluster extension method. ICIT (2016)
Zuyu Yin, Jian Hou
Recent advances on SVM based fault diagnosis and process monitoring in complicated industrial processes. Neurocomputing 174 (2016)
Wei-Xue Liu, Hongxia Cui, Jian Hou, Jianxin Kang
On visual vocabulary size in SVM classification. ICIT (2016)
Jian Hou, Chunshi Sha, Hongxia Cui, Lei Chi
Dominant Set Based Data Clustering and Image Segmentation. MMM (1) (2016)
Jian Hou, Huijun Gao, Xuelong Li
DSets-DBSCAN: A Parameter-Free Clustering Algorithm. IEEE Trans. Image Process. 25 (7) (2016)
Jian Hou, Wei-Xue Liu, Xu E, Hongxia Cui
Towards parameter-independent data clustering and image segmentation. Pattern Recognit. 60 (2016)
Chunshi Sha, Jian Hou, Hongxia Cui
A robust 2D Otsu's thresholding method in image segmentation. J. Vis. Commun. Image Represent. 41 (2016)
Shen Yin, Chen Jing, Jian Hou, Okyay Kaynak, Huijun Gao
PCA and KPCA integrated Support Vector Machine for multi-fault classification. IECON (2016)
Xin Gao, Jian Hou
An improved SVM integrated GS-PCA fault diagnosis approach of Tennessee Eastman process. Neurocomputing 174 (2016)
Jian Hou, Chunshi Sha, Xu E, Qi Xia, Naiming Qi
Density Based Cluster Extension and Dominant Sets Clustering. GbRPR (2015)
Jian Hou, Qi Xia, Naiming Qi
Experimental study on dominant sets clustering. IET Comput. Vis. 9 (2) (2015)
Chen Jing, Jian Hou
SVM and PCA based fault classification approaches for complicated industrial process. Neurocomputing 167 (2015)
Jian Hou, Xu E, Qi Xia, Naiming Qi
Evaluating classifier combination in object classification. Pattern Anal. Appl. 18 (4) (2015)
Jian Hou, Chunshi Sha, Hongxia Cui, Lei Chi
Cluster Merging Based on Dominant Sets. SIMBAD (2015)
Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi
Robust Clustering Based on Dominant Sets. ICPR (2014)
Jian Hou, Chunshi Sha, Lei Chi, Qi Xia, Naiming Qi
Merging dominant sets and DBSCAN for robust clustering and image segmentation. ICIP (2014)
Jian Hou, Marcello Pelillo
A simple feature combination method based on dominant sets. Pattern Recognit. 46 (11) (2013)
Jian Hou, Xu E, Wei-Xue Liu, Qi Xia, Naiming Qi
A density-based enhancement to dominant sets clustering. IET Comput. Vis. 7 (5) (2013)
Jian Hou, Wei-Xue Liu, Xu E, Qi Xia, Naiming Qi
An experimental study on the universality of visual vocabularies. J. Vis. Commun. Image Represent. 24 (7) (2013)
Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi
DSET++: A robust clustering algorithm. ICIP (2013)
Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi
Dominant set and target clique extraction. ICPR (2012)
Jian Hou, Zhan-Shen Feng, Bo-Ping Zhang
A graph-theoretic approach to classifier combination. ICASSP (2012)
Jian Hou, Bo-Ping Zhang, Naiming Qi, Yong Yang
Evaluating Feature Combination in Object Classification. ISVC (2) (2011)
Jian Hou, Zhan-Shen Feng, Yong Yang, Naiming Qi
Towards a Universal and Limited Visual Vocabulary. ISVC (2) (2011)
Jian Hou, Jianxin Kang, Naiming Qi
On Vocabulary Size in Bag-of-Visual-Words Representation. PCM (1) (2010)
Jian Hou, Naiming Qi, Jianxin Kang
Image Matching Based on Representative Local Descriptors. MMM (2010)
Jian Hou, Naiming Qi, Hong Zhang
A multi-stage matching algorithm for mobile robot navigation. Ind. Robot 34 (1) (2007)
Jian Hou, Naiming Qi, Hong Zhang, Tun Liu
Stereo Mapping for A Prototype Lunar Rover. ROBIO (2006)