Jian Hou

According to our database, Jian Hou authored at least 69 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Flexible density peak clustering for real-world data.

Jian Hou, Houshen Lin, Huaqiang Yuan, Marcello Pelillo

Pattern Recognit., 2024

Adaptive Density Peak Clustering with Optimized Border-Peeling.

Houshen Lin, Jian Hou, Huaqiang Yuan

Proceedings of the Knowledge Science, Engineering and Management, 2024

Efficient Affinity Propagation Clustering Based on Szemerédi's Regularity Lemma.

Jian Hou, Juntao Ge, Huaqiang Yuan

Proceedings of the Knowledge Science, Engineering and Management, 2024

Adaptive Nearest Neighbor Density Peak Clustering Based on Fuzzy Logic.

Houshen Lin, Jian Hou, Huaqiang Yuan

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Enhancing Graph-Based Clustering with the Regularity Lemma.

Jian Hou, Juntao Ge, Huaqiang Yuan, Marcello Pelillo

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Towards Parameter-Free Clustering for Real-World Data.

Jian Hou, Huaqiang Yuan, Marcello Pelillo

Pattern Recognit., 2023

Game-theoretic hypergraph matching with density enhancement.

Jian Hou, Huaqiang Yuan, Marcello Pelillo

Pattern Recognit., 2023

Weighted Multi-view Clustering Based on Internal Evaluation.

Haoqi Xu, Jian Hou, Huaqiang Yuan

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

2022

Hypergraph matching via game-theoretic hypergraph clustering.

Jian Hou, Marcello Pelillo, Huaqiang Yuan

Pattern Recognit., 2022

2021

Efficient and Accurate Hypergraph Matching.

Jian Hou, Huaqiang Yuan

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020

Enhancing Density Peak Clustering via Density Normalization.

Jian Hou, Aihua Zhang

IEEE Trans. Ind. Informatics, 2020

Density peak clustering based on relative density relationship.

Jian Hou, Aihua Zhang, Naiming Qi

Pattern Recognit., 2020

Efficient Game-Theoretic Hypergraph Matching.

Jian Hou, Nai-Ming Qi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Merging DBSCAN and Density Peak for Robust Clustering.

Jian Hou, Chengcong Lv, Aihua Zhang, Xu E

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

2018

Feature Combination via Clustering.

Jian Hou, Huijun Gao, Xuelong Li

IEEE Trans. Neural Networks Learn. Syst., 2018

Density Based Cluster Growing via Dominant Sets.

Jian Hou, Xu E, Wei-Xue Liu

Neural Process. Lett., 2018

Cluster merging based on a decision threshold.

Jian Hou, Bo-Ping Zhang

Neural Comput. Appl., 2018

Enhanced Dominant Sets Clustering by Cluster Expansion.

Jian Hou, Aihua Zhang

IEEE Access, 2018

Enhancing Cluster Center Identification in Density Peak Clustering.

Jian Hou, Aihua Zhang, Chengcong Lv, Xu E

Proceedings of the Knowledge Science, Engineering and Management, 2018

A Centerness Peak Based Clustering Algorithm.

Jian Hou, Aihua Zhang

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Game- Theoretic Hyper-Graph Matching Algorithm.

Jian Hou, Marcello Pelillo

Proceedings of the 24th International Conference on Pattern Recognition, 2018

A Target Dominant Sets Clustering Algorithm.

Jian Hou, Chengcong Lv, Aihua Zhang, Xu E

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

A Parameter-Independent Clustering Framework.

Jian Hou, Wei-Xue Liu

IEEE Trans. Ind. Informatics, 2017

Parameter independent clustering based on dominant sets and cluster merging.

Jian Hou, Wei-Xue Liu

Inf. Sci., 2017

An Improved Principal Component Regression for Quality-Related Process Monitoring of Industrial Control Systems.

Chengyuan Sun, Jian Hou

IEEE Access, 2017

A Data-Driven Clustering Approach for Fault Diagnosis.

Jian Hou, Bing Xiao

IEEE Access, 2017

Clustering Based on Dominant Set and Cluster Expansion.

Jian Hou, Wei-Xue Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Dominant Set Based Density Kernel and Clustering.

Jian Hou, Shen Yin

Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

An Improved Density Peak Clustering Algorithm.

Jian Hou, Xu E

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

Density Normalization in Density Peak Based Clustering.

Jian Hou, Hongxia Cui

Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

An Enhanced Density Peak Based Clustering Algorithm.

Jian Hou, Wei-Xue Liu

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

Feature Combination and the kNN Framework in Object Classification.

Jian Hou, Huijun Gao, Qi Xia, Naiming Qi

IEEE Trans. Neural Networks Learn. Syst., 2016

DSets-DBSCAN: A Parameter-Free Clustering Algorithm.

Jian Hou, Huijun Gao, Xuelong Li

IEEE Trans. Image Process., 2016

Towards parameter-independent data clustering and image segmentation.

Jian Hou, Wei-Xue Liu, Xu E, Hongxia Cui

Pattern Recognit., 2016

A robust 2D Otsu's thresholding method in image segmentation.

Chunshi Sha, Jian Hou, Hongxia Cui

J. Vis. Commun. Image Represent., 2016

A multivariate statistical combination forecasting method for product quality evaluation.

Shen Yin, Lei Liu, Jian Hou

Inf. Sci., 2016

Recent advances on SVM based fault diagnosis and process monitoring in complicated industrial processes.

Zuyu Yin, Jian Hou

Neurocomputing, 2016

Fed-batch fermentation penicillin process fault diagnosis and detection based on support vector machine.

Chengming Yang, Jian Hou

Neurocomputing, 2016

A MPRM-based approach for fault diagnosis against outliers.

Wei Sun, Jian Hou

Neurocomputing, 2016

An improved SVM integrated GS-PCA fault diagnosis approach of Tennessee Eastman process.

Xin Gao, Jian Hou

Neurocomputing, 2016

Dominant Set Based Data Clustering and Image Segmentation.

Jian Hou, Chunshi Sha, Hongxia Cui, Lei Chi

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

An enhanced dominant sets clustering method.

Jian Hou, Wei-Xue Liu, Hongxia Cui

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

PCA and KPCA integrated Support Vector Machine for multi-fault classification.

Shen Yin, Chen Jing, Jian Hou, Okyay Kaynak, Huijun Gao

Proceedings of the IECON 2016, 2016

Fault Detection and process monitoring of industrial process based on spherical kernel T-PLS.

Zelin Ren, Jian Hou, Hongpeng Zhou

Proceedings of the IECON 2016, 2016

A new density kernel in density peak based clustering.

Jian Hou, Marcello Pelillo

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Improving the performance of SVM-RFE on classification of pancreatic cancer data.

Jiapeng Yin, Jian Hou, Zhiyong She, Chengming Yang, Han Yu

Proceedings of the IEEE International Conference on Industrial Technology, 2016

On visual vocabulary size in SVM classification.

Wei-Xue Liu, Hongxia Cui, Jian Hou, Jianxin Kang

Proceedings of the IEEE International Conference on Industrial Technology, 2016

A density based cluster extension method.

Jian Hou, Chunshi Sha, Lei Chi, Hongxia Cui

Proceedings of the IEEE International Conference on Industrial Technology, 2016

Density Based Dominant Sets Growing and Clustering.

Jian Hou, Xu E, Hongxia Cui

Proceedings of the 2016 European Modelling Symposium, 2016

Density Based Clustering via Dominant Sets.

Jian Hou, Wei-Xue Liu, Xu E

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

2015

Evaluating classifier combination in object classification.

Jian Hou, Xu E, Qi Xia, Naiming Qi

Pattern Anal. Appl., 2015

SVM and PCA based fault classification approaches for complicated industrial process.

Chen Jing, Jian Hou

Neurocomputing, 2015

Experimental study on dominant sets clustering.

Jian Hou, Qi Xia, Naiming Qi

IET Comput. Vis., 2015

Cluster Merging Based on Dominant Sets.

Jian Hou, Chunshi Sha, Hongxia Cui, Lei Chi

Proceedings of the Similarity-Based Pattern Recognition - Third International Workshop, 2015

Density Based Cluster Extension and Dominant Sets Clustering.

Jian Hou, Chunshi Sha, Xu E, Qi Xia, Naiming Qi

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

2014

Robust Clustering Based on Dominant Sets.

Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Merging dominant sets and DBSCAN for robust clustering and image segmentation.

Jian Hou, Chunshi Sha, Lei Chi, Qi Xia, Naiming Qi

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

A simple feature combination method based on dominant sets.

Jian Hou, Marcello Pelillo

Pattern Recognit., 2013

An experimental study on the universality of visual vocabularies.

Jian Hou, Wei-Xue Liu, Xu E, Qi Xia, Naiming Qi

J. Vis. Commun. Image Represent., 2013

A density-based enhancement to dominant sets clustering.

Jian Hou, Xu E, Wei-Xue Liu, Qi Xia, Naiming Qi

IET Comput. Vis., 2013

DSET++: A robust clustering algorithm.

Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Dominant set and target clique extraction.

Jian Hou, Xu E, Lei Chi, Qi Xia, Naiming Qi

Proceedings of the 21st International Conference on Pattern Recognition, 2012

A graph-theoretic approach to classifier combination.

Jian Hou, Zhan-Shen Feng, Bo-Ping Zhang

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Evaluating Feature Combination in Object Classification.

Jian Hou, Bo-Ping Zhang, Naiming Qi, Yong Yang

Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Towards a Universal and Limited Visual Vocabulary.

Jian Hou, Zhan-Shen Feng, Yong Yang, Naiming Qi

Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

2010

On Vocabulary Size in Bag-of-Visual-Words Representation.

Jian Hou, Jianxin Kang, Naiming Qi

Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Image Matching Based on Representative Local Descriptors.

Jian Hou, Naiming Qi, Jianxin Kang

Proceedings of the Advances in Multimedia Modeling, 2010

2007

A multi-stage matching algorithm for mobile robot navigation.

Jian Hou, Naiming Qi, Hong Zhang

Ind. Robot, 2007

2006

Stereo Mapping for A Prototype Lunar Rover.

Jian Hou, Naiming Qi, Hong Zhang, Tun Liu

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2006