Junming Shao

According to our database, Junming Shao authored at least 64 papers between 2008 and 2021.

Collaborative distances:

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

2021

Towards real-time demand-aware sequential POI recommendation.

Honglian Wang, Peiyan Li, Yang Liu, Junming Shao

Inf. Sci., 2021

2020

Structured subspace embedding on attributed networks.

Zhongjing Yu, Zhong Zhang, Haoran Chen, Junming Shao

Inf. Sci., 2020

Semantic trajectory representation and retrieval via hierarchical embedding.

Chongming Gao, Zhong Zhang, Chen Huang, Hongzhi Yin, Qinli Yang, Junming Shao

Inf. Sci., 2020

Online reliable semi-supervised learning on evolving data streams.

Salah Ud Din, Junming Shao, Jay Kumar, Waqar Ali, Jiaming Liu, Yu Ye

Inf. Sci., 2020

Exploiting evolving micro-clusters for data stream classification with emerging class detection.

Salah Ud Din, Junming Shao

Inf. Sci., 2020

Attributed graph clustering with subspace stochastic block model.

Haoran Chen, Zhongjing Yu, Qinli Yang, Junming Shao

Inf. Sci., 2020

Learning evolving user's behaviors on location-based social networks.

Ruizhi Wu, Guangchun Luo, Qi Jin, Junming Shao, Chang-Tien Lu

GeoInformatica, 2020

A Subword Guided Neural Word Segmentation Model for Sindhi.

Wazir Ali, Jay Kumar, Zenglin Xu, Congjian Luo, Junyu Lu, Junming Shao, Rajesh Kumar, Yazhou Ren

CoRR, 2020

Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression.

Peiyan Li, Honglian Wang, Christian Böhm, Junming Shao

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Community Attention Network for Semi-supervised Node Classification.

Zhongjing Yu, Han Wang, Yang Liu, Christian Böhm, Junming Shao

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Community Detection with Local Metric Learning.

Peiyan Li, Honglian Wang, Jianyun Lu, Qinli Yang, Junming Shao

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Exploiting Inconsistency Problem in Multi-label Classification via Metric Learning.

Peiyan Li, Zhili Qin, Honglian Wang, Qinli Yang, Junming Shao

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Revisiting Representation Degeneration Problem in Language Modeling.

Zhong Zhang, Chongming Gao, Cong Xu, Rui Miao, Qinli Yang, Junming Shao

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, 2020

An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering.

Jay Kumar, Junming Shao, Salah Uddin, Wazir Ali

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Large-Scale Multi-View Subspace Clustering in Linear Time.

Zhao Kang, Wangtao Zhou, Zhitong Zhao, Junming Shao, Meng Han, Zenglin Xu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

ProfitLeader: identifying leaders in networks with profit capacity.

Zhongjing Yu, Junming Shao, Qinli Yang, Zejun Sun

World Wide Web, 2019

A reliable traffic prediction approach for bike-sharing system by exploiting rich information with temporal link prediction strategy.

Yan Zhou, Yanxi Li, Qing Zhu, Fen Chen, Junming Shao, Yunxing Luo, Yeting Zhang, Pengcheng Zhang, Weijun Yang

Trans. GIS, 2019

Semantic trajectory compression via multi-resolution synchronization-based clustering.

Chongming Gao, Yi Zhao, Ruizhi Wu, Qinli Yang, Junming Shao

Knowl. Based Syst., 2019

Preference modeling by exploiting latent components of ratings.

Junhua Chen, Wei Zeng, Junming Shao, Ge Fan

Knowl. Inf. Syst., 2019

Synchronization-based clustering on evolving data stream.

Junming Shao, Yue Tan, Lianli Gao, Qinli Yang, Claudia Plant, Ira Assent

Inf. Sci., 2019

Community detection based on information dynamics.

Zejun Sun, Bin Wang, Jinfang Sheng, Zhongjing Yu, Rongpei Zhou, Junming Shao

Neurocomputing, 2019

Dynamic runoff simulation in a changing environment: A data stream approach.

Qinli Yang, Heng Zhang, Guoqing Wang, Shasha Luo, Dongzi Chen, Wanshan Peng, Junming Shao

Environ. Model. Softw., 2019

A generic framework to analyse the spatiotemporal variations of water quality data on a catchment scale.

Qinli Yang, Miklas Scholz, Junming Shao, Guoqing Wang, Xiaofang Liu

Environ. Model. Softw., 2019

Triplet Enhanced AutoEncoder: Model-free Discriminative Network Embedding.

Yao Yang, Haoran Chen, Junming Shao

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion.

Junming Shao, Zhong Zhang, Zhongjing Yu, Jun Wang, Yi Zhao, Qinli Yang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Online Budgeted Least Squares with Unlabeled Data.

Chen Huang, Peiyan Li, Chongming Gao, Qinli Yang, Junming Shao

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

SemiSync: Semi-supervised Clustering by Synchronization.

Zhong Zhang, Didi Kang, Chongming Gao, Junming Shao

Proceedings of the Database Systems for Advanced Applications, 2019

Towards Robust Arbitrarily Oriented Subspace Clustering.

Zhong Zhang, Chongming Gao, Chongzhi Liu, Qinli Yang, Junming Shao

Proceedings of the Database Systems for Advanced Applications, 2019

BLOMA: Explain Collaborative Filtering via Boosted Local Rank-One Matrix Approximation.

Chongming Gao, Shuai Yuan, Zhong Zhang, Hongzhi Yin, Junming Shao

Proceedings of the Database Systems for Advanced Applications, 2019

2018

Robust Prototype-Based Learning on Data Streams.

Junming Shao, Feng Huang, Qinli Yang, Guangchun Luo

IEEE Trans. Knowl. Data Eng., 2018

Location prediction on trajectory data: A review.

Ruizhi Wu, Guangchun Luo, Junming Shao, Ling Tian, Chengzong Peng

Big Data Min. Anal., 2018

Learning Individual Moving Preference and Social Interaction for Location Prediction.

Ruizhi Wu, Guangchun Luo, Qinli Yang, Junming Shao

IEEE Access, 2018

Overlapping Community Detection Based on Information Dynamics.

Zejun Sun, Bin Wang, Jinfang Sheng, Zhongjing Yu, Junming Shao

IEEE Access, 2018

Multi-view Discriminative Learning via Joint Non-negative Matrix Factorization.

Zhong Zhang, Zhili Qin, Peiyan Li, Qinli Yang, Junming Shao

Proceedings of the Database Systems for Advanced Applications, 2018

Graph Clustering with Local Density-Cut.

Junming Shao, Qinli Yang, Zhong Zhang, Jinhu Liu, Stefan Kramer

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Learning in high-dimensional multimedia data: the state of the art.

Lianli Gao, Jingkuan Song, Xingyi Liu, Junming Shao, Jiajun Liu, Jie Shao

Multim. Syst., 2017

Synchronization-based scalable subspace clustering of high-dimensional data.

Junming Shao, Xinzuo Wang, Qinli Yang, Claudia Plant, Christian Böhm

Knowl. Inf. Syst., 2017

Real-time social media retrieval with spatial, temporal and social constraints.

Lianli Gao, Yuan Wang, Dongsheng Li, Junming Shao, Jingkuan Song

Neurocomputing, 2017

Identifying Influential Nodes in Complex Networks Based on Weighted Formal Concept Analysis.

Zejun Sun, Bin Wang, Jinfang Sheng, Yixiang Hu, Yihan Wang, Junming Shao

IEEE Access, 2017

Exploring Common and Distinct Structural Connectivity Patterns Between Schizophrenia and Major Depression via Cluster-Driven Nonnegative Matrix Factorization.

Junming Shao, Zhongjing Yu, Peiyan Li, Wei Han, Christian Sorg, Qinli Yang

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Synchronization-Inspired Co-Clustering and Its Application to Gene Expression Data.

Junming Shao, Chongming Gao, Wei Zeng, Jingkuan Song, Qinli Yang

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

Scalable Clustering by Iterative Partitioning and Point Attractor Representation.

Junming Shao, Qinli Yang, Hoang-Vu Dang, Bertil Schmidt, Stefan Kramer

ACM Trans. Knowl. Discov. Data, 2016

Graph Clustering with Density-Cut.

Junming Shao, Qinli Yang, Jinhu Liu, Stefan Kramer

CoRR, 2016

Reliable Semi-supervised Learning.

Junming Shao, Chen Huang, Qinli Yang, Guangchun Luo

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Online Social Activity Reflects Economic Status.

Jinhu Liu, Jun Wang, Junming Shao, Tao Zhou

CoRR, 2015

Zero-shot Image Categorization by Image Correlation Exploration.

Lianli Gao, Jingkuan Song, Junming Shao, Xiaofeng Zhu, Heng Tao Shen

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Community Detection based on Distance Dynamics.

Junming Shao, Zhichao Han, Qinli Yang, Tao Zhou

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

Community Detection via Local Dynamic Interaction.

Junming Shao, Zhichao Han, Qinli Yang

CoRR, 2014

Prototype-based learning on concept-drifting data streams.

Junming Shao, Zahra Ahmadi, Stefan Kramer

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

Synchronization-Inspired Partitioning and Hierarchical Clustering.

Junming Shao, Xiao He, Christian Böhm, Qinli Yang, Claudia Plant

IEEE Trans. Knowl. Data Eng., 2013

Robust Synchronization-Based Graph Clustering.

Junming Shao, Xiao He, Qinli Yang, Claudia Plant, Christian Böhm

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

2012

Predicting dam failure risk for sustainable flood retention basins: A generic case study for the wider Greater Manchester area.

Ebenezer Danso-Amoako, Miklas Scholz, Nickolas Kalimeris, Qinli Yang, Junming Shao

Comput. Environ. Urban Syst., 2012

Insight into Disrupted Spatial Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining.

Junming Shao, Qinli Yang, Afra M. Wohlschläger, Christian Sorg

Int. J. Knowl. Discov. Bioinform., 2012

Multi-label classification models for sustainable flood retention basins.

Qinli Yang, Junming Shao, Miklas Scholz, Christian Böhm, Claudia Plant

Environ. Model. Softw., 2012

Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms.

Claudia Plant, Son Thai Mai, Junming Shao, Fabian J. Theis, Anke Meyer-Baese, Christian Böhm

Adv. Artif. Neural Syst., 2012

Discovering Aberrant Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining.

Junming Shao, Qinli Yang, Afra M. Wohlschläger, Christian Sorg

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011

Synchronization inspired data mining.

Junming Shao

PhD thesis, 2011

Weighted Graph Compression for Parameter-free Clustering With PaCCo.

Nikola Müller, Katrin Haegler, Junming Shao, Claudia Plant, Christian Böhm

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data.

Junming Shao, Claudia Plant, Qinli Yang, Christian Böhm

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Hierarchical Density-Based Clustering of White Matter Tracts in the Human Brain.

Junming Shao, Klaus Hahn, Qinli Yang, Afra M. Wohlschläger, Christian Böhm, Nicholas Myers, Claudia Plant

Int. J. Knowl. Discov. Bioinform., 2010

Synchronization Based Outlier Detection.

Junming Shao, Christian Böhm, Qinli Yang, Claudia Plant

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Clustering by synchronization.

Christian Böhm, Claudia Plant, Junming Shao, Qinli Yang

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human Brain.

Junming Shao, Klaus Hahn, Qinli Yang, Christian Böhm, Afra M. Wohlschläger, Nicholas Myers, Claudia Plant

Proceedings of the ICDMW 2010, 2010

2008

Multi-semantic Scene Classification Based on Region of Interest.

Junming Shao, Dongjian He, Qinli Yang

Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008