Junming Shao

According to our database1, Junming Shao authored at least 64 papers between 2008 and 2021.

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Bibliography

2021
Towards real-time demand-aware sequential POI recommendation.
Inf. Sci., 2021

2020
Structured subspace embedding on attributed networks.
Inf. Sci., 2020

Semantic trajectory representation and retrieval via hierarchical embedding.
Inf. Sci., 2020

Online reliable semi-supervised learning on evolving data streams.
Inf. Sci., 2020

Exploiting evolving micro-clusters for data stream classification with emerging class detection.
Inf. Sci., 2020

Attributed graph clustering with subspace stochastic block model.
Inf. Sci., 2020

Learning evolving user's behaviors on location-based social networks.
GeoInformatica, 2020

A Subword Guided Neural Word Segmentation Model for Sindhi.
CoRR, 2020

Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Community Attention Network for Semi-supervised Node Classification.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Community Detection with Local Metric Learning.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Exploiting Inconsistency Problem in Multi-label Classification via Metric Learning.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Revisiting Representation Degeneration Problem in Language Modeling.
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.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Large-Scale Multi-View Subspace Clustering in Linear Time.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
ProfitLeader: identifying leaders in networks with profit capacity.
World Wide Web, 2019

A reliable traffic prediction approach for bike-sharing system by exploiting rich information with temporal link prediction strategy.
Trans. GIS, 2019

Semantic trajectory compression via multi-resolution synchronization-based clustering.
Knowl. Based Syst., 2019

Preference modeling by exploiting latent components of ratings.
Knowl. Inf. Syst., 2019

Synchronization-based clustering on evolving data stream.
Inf. Sci., 2019

Community detection based on information dynamics.
Neurocomputing, 2019

Dynamic runoff simulation in a changing environment: A data stream approach.
Environ. Model. Softw., 2019

A generic framework to analyse the spatiotemporal variations of water quality data on a catchment scale.
Environ. Model. Softw., 2019

Triplet Enhanced AutoEncoder: Model-free Discriminative Network Embedding.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Online Budgeted Least Squares with Unlabeled Data.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

SemiSync: Semi-supervised Clustering by Synchronization.
Proceedings of the Database Systems for Advanced Applications, 2019

Towards Robust Arbitrarily Oriented Subspace Clustering.
Proceedings of the Database Systems for Advanced Applications, 2019

BLOMA: Explain Collaborative Filtering via Boosted Local Rank-One Matrix Approximation.
Proceedings of the Database Systems for Advanced Applications, 2019

2018
Robust Prototype-Based Learning on Data Streams.
IEEE Trans. Knowl. Data Eng., 2018

Location prediction on trajectory data: A review.
Big Data Min. Anal., 2018

Learning Individual Moving Preference and Social Interaction for Location Prediction.
IEEE Access, 2018

Overlapping Community Detection Based on Information Dynamics.
IEEE Access, 2018

Multi-view Discriminative Learning via Joint Non-negative Matrix Factorization.
Proceedings of the Database Systems for Advanced Applications, 2018

Graph Clustering with Local Density-Cut.
Proceedings of the Database Systems for Advanced Applications, 2018

2017
Learning in high-dimensional multimedia data: the state of the art.
Multim. Syst., 2017

Synchronization-based scalable subspace clustering of high-dimensional data.
Knowl. Inf. Syst., 2017

Real-time social media retrieval with spatial, temporal and social constraints.
Neurocomputing, 2017

Identifying Influential Nodes in Complex Networks Based on Weighted Formal Concept Analysis.
IEEE Access, 2017

Exploring Common and Distinct Structural Connectivity Patterns Between Schizophrenia and Major Depression via Cluster-Driven Nonnegative Matrix Factorization.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Synchronization-Inspired Co-Clustering and Its Application to Gene Expression Data.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016
Scalable Clustering by Iterative Partitioning and Point Attractor Representation.
ACM Trans. Knowl. Discov. Data, 2016

Graph Clustering with Density-Cut.
CoRR, 2016

Reliable Semi-supervised Learning.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015
Online Social Activity Reflects Economic Status.
CoRR, 2015

Zero-shot Image Categorization by Image Correlation Exploration.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Community Detection based on Distance Dynamics.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014
Community Detection via Local Dynamic Interaction.
CoRR, 2014

Prototype-based learning on concept-drifting data streams.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013
Synchronization-Inspired Partitioning and Hierarchical Clustering.
IEEE Trans. Knowl. Data Eng., 2013

Robust Synchronization-Based Graph Clustering.
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.
Comput. Environ. Urban Syst., 2012

Insight into Disrupted Spatial Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining.
Int. J. Knowl. Discov. Bioinform., 2012

Multi-label classification models for sustainable flood retention basins.
Environ. Model. Softw., 2012

Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms.
Adv. Artif. Neural Syst., 2012

Discovering Aberrant Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011
Synchronization inspired data mining.
PhD thesis, 2011

Weighted Graph Compression for Parameter-free Clustering With PaCCo.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010
Hierarchical Density-Based Clustering of White Matter Tracts in the Human Brain.
Int. J. Knowl. Discov. Bioinform., 2010

Synchronization Based Outlier Detection.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Clustering by synchronization.
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.
Proceedings of the ICDMW 2010, 2010

2008
Multi-semantic Scene Classification Based on Region of Interest.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008


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