Junming Shao

127 papers A* 24A 2B 1C 1Journal 85Unranked 13
YearRankTypeTitle / Venue / Authors
2026 A* conf
A Unified Framework for Rule Learning: Integrating Commonsense Knowledge from LLMs with Structured Knowledge from Knowledge Graphs.
WWW
Qirui Hao, Kewei Cheng, Tongze Zhang, Hongyuan Liu, Junming Shao, Carl Yang
2026 J jnl
A deep metric framework for reliable semi-supervised learning on evolving data streams.
Appl. Intell.
Hongliang Wang, Liangxv Pan, Zhonglin Wu, Lei Liu, Haifeng Peng, Yulin Tao, Qinli Yang, Junming Shao
2026 J jnl
CFARMS: A clustered federated learning framework with recursive model selection.
Expert Syst. Appl.
Ebenezer Nanor, Bernard Mawuli Cobbinah, Qinli Yang, Junming Shao, Nan Meng, Jason Cheung, Philip K. Adjei, Leo Wang
2026 J jnl
Exploiting reliable evolving micro-clusters for robust semi-supervised learning on data streams.
Inf. Sci.
Hongliang Wang, Zhonglin Wu, Jinxia Guo, Wei Han, Lei Liu, Qinli Yang, Junming Shao
2026 J jnl
Federated learning with transient central initialization and decentralized edge aggregation.
Eng. Appl. Artif. Intell.
Ebenezer Nanor, Qinli Yang, Christiana Kobiah, Md Altab Hossin, Bernard Mawuli Cobbinah, Salah Ud Din, Abena A. Atwereboannah, Mohammed Juhar, Junming Shao
2026 J jnl
GAN-TAD: A graph-based adversarial network for time series anomaly detection.
Inf. Sci.
Tadiyos Hailemichael Mamo, Junming Shao, Bernard Mawuli Cobbinah
2026 J jnl
Learning Contrastive Evolving Micro-Clusters for Robust Semi-Supervised Data Stream Classification.
IEEE Trans. Cybern.
Hongliang Wang, Zhonglin Wu, Jinxia Guo, Qirui Hao, Xinyu Liu, Hongyuan Liu, Qinli Yang, Junming Shao
2026 J jnl
Region-based deep metric learning for tackling class overlap in online semi-supervised data stream classification.
Inf. Fusion
Zhonglin Wu, Hongliang Wang, Tongze Zhang, Hongyuan Liu, Jinxia Guo, Qinli Yang, Junming Shao
2026 J jnl
Self-purification: Enhancing adversarial defense by leveraging local relative robustness.
Expert Syst. Appl.
Rui Zhang, Jörg Wicker, Katharina Dost, Qinli Yang, Zeyu Chen, Junming Shao
2025 J jnl
An adaptive rainfall-runoff model for daily runoff prediction under the changing environment: Stream-LSTM.
Environ. Model. Softw.
Feichi Hu, Qinli Yang, Junran Yang, Junming Shao, Guoqing Wang
2025 J jnl
Attribute enhanced random walk for community detection in attributed networks.
Neurocomputing
Zhili Qin, Haoran Chen, Zhongjing Yu, Qinli Yang, Junming Shao
2025 J jnl
Bridging the gap between ratings and true user opinions with dynamic review alignment for personalized recommendation.
Neural Networks
Xinyu Liu, Jinxia Guo, Qirui Hao, Hongliang Wang, Zhongjing Yu, Qinli Yang, Junming Shao
2025 J jnl
Collaborate for Real-Time Gain: Semantic-Based Robotic Communication in 3D Object Tracking.
IEEE Trans. Mob. Comput.
Junming Shao, Xiaoqi Qin, Jian Gao, Yanlin Li, Liang Xin, Ping Zhang
2025 J jnl
HFS-CSR: A hierarchical feature selection method based on correlation and structural redundancy.
Expert Syst. Appl.
Jianyun Lu, Dehui Li, Quanwang Wu, Junming Shao
2025 J jnl
Information entropy peaks clustering using dynamic reverse nearest neighbor sequence and 3D decision graph.
Expert Syst. Appl.
Jianyun Lu, Zhong Chen, Junming Shao, Chunling Wu
2025 J jnl
MGP: Integrating pre-training and few-shot node classification via meta graph prompt.
Knowl. Based Syst.
Zhili Qin, Zihan Mei, Jingyi Zhou, Jiang You, Jingliang Gu, Junming Shao
2025 J jnl
Unsupervised contrastive clustering via density cluster representative combination.
Expert Syst. Appl.
Jianyun Lu, Junming Shao
2024 J jnl
A reliable adaptive prototype-based learning for evolving data streams with limited labels.
Inf. Process. Manag.
Salah Ud Din, Aman Ullah, Cobbinah Bernard Mawuli, Qinli Yang, Junming Shao
2024 J jnl
Exploiting Fine-Grained Prototype Distribution for Boosting Unsupervised Class Incremental Learning.
CoRR
Jiaming Liu, Hongyuan Liu, Zhili Qin, Wei Han, Yulu Fan, Qinli Yang, Junming Shao
2024 A conf
Interpretable Function Embedding and Module in Convolutional Neural Networks.
ICME
Wei Han, Zhili Qin, Junming Shao
2024 J jnl
Learning evolving prototypes for imbalanced data stream classification with limited labels.
Inf. Sci.
Zhonglin Wu, Hongliang Wang, Jingxia Guo, Qinli Yang, Junming Shao
2024 J jnl
Rethinking few-shot class-incremental learning: A lazy learning baseline.
Expert Syst. Appl.
Zhili Qin, Wei Han, Jiaming Liu, Rui Zhang, QingLi Yang, Zejun Sun, Junming Shao
2024 J jnl
Robust graph embedding via Attack-aid Graph Denoising.
Inf. Sci.
Zhili Qin, Han Wang, Zhongjing Yu, Qinli Yang, Junming Shao
2024 J jnl
Synchronization-Inspired Interpretable Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Wei Han, Zhili Qin, Jiaming Liu, Christian Böhm, Junming Shao
2024 J jnl
Synchronization-based semi-supervised data streams classification with label evolution and extreme verification delay.
Inf. Sci.
Salah Ud Din, Qinli Yang, Junming Shao, Cobbinah Bernard Mawuli, Aman Ullah, Waqar Ali
2024 J jnl
Towards investigating influencers in complex social networks using electric potential concept from a centrality perspective.
Inf. Fusion
Aman Ullah, Salah Ud Din, Nasrullah Khan, Cobbinah Bernard Mawuli, Junming Shao
2024 J jnl
Unsupervised graph denoising via feature-driven matrix factorization.
Inf. Sci.
Han Wang, Zhili Qin, Zejun Sun, Qinli Yang, Junming Shao
2023 J jnl
A context-enhanced Dirichlet model for online clustering in short text streams.
Expert Syst. Appl.
Jay Kumar, Junming Shao, Rajesh Kumar, Salah Ud Din, Cobbinah Bernard Mawuli, Qinli Yang
2023 J jnl
A new few-shot learning model for runoff prediction: Demonstration in two data scarce regions.
Environ. Model. Softw.
Minghong Yang, Qinli Yang, Junming Shao, Guoqing Wang, Wei Zhang
2023 A* conf
An End-to-end Learning Framework for Joint Compensation of Impairments in Coherent Optical Communication Systems.
INFOCOM
Rui Zhang, Min Liao, Jun Chen, Xusong Ning, Lin Li, Qinli Yang, Yongsheng Xu, Junming Shao
2023 J jnl
FedSULP: A communication-efficient federated learning framework with selective updating and loss penalization.
Inf. Sci.
Ebenezer Nanor, Bernard Cobbinah Mawuli, Qinli Yang, Junming Shao, Christiana Kobiah
2023 J jnl
FedStream: Prototype-Based Federated Learning on Distributed Concept-Drifting Data Streams.
IEEE Trans. Syst. Man Cybern. Syst.
Cobbinah Bernard Mawuli, Liwei Che, Jay Kumar, Salah Ud Din, Zhili Qin, Qinli Yang, Junming Shao
2023 J jnl
Finding critical nodes in a complex network from information diffusion and Matthew effect aggregation.
Expert Syst. Appl.
Zejun Sun, Yanan Sun, Xinfeng Chang, Feifei Wang, Qiming Wang, Aman Ullah, Junming Shao
2023 — conf
Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models.
ACL (1)
Zhong Zhang, Bang Liu, Junming Shao
2023 J jnl
Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models.
CoRR
Zhong Zhang, Bang Liu, Junming Shao
2023 J jnl
LSS: A locality-based structure system to evaluate the spreader's importance in social complex networks.
Expert Syst. Appl.
Aman Ullah, Junming Shao, Qinli Yang, Nasrullah Khan, Bernard Cobbinah Mawuli, Rajesh Kumar
2023 J jnl
Learning multiple gaussian prototypes for open-set recognition.
Inf. Sci.
Jiaming Liu, Jun Tian, Wei Han, Zhili Qin, Yulu Fan, Junming Shao
2023 J jnl
Multi-level clustering based on cluster order constructed with dynamic local density.
Appl. Intell.
Jianyun Lu, Junming Shao, Chunling Wu
2023 J jnl
Online Semi-Supervised Classification on Multilabel Evolving High-Dimensional Text Streams.
IEEE Trans. Syst. Man Cybern. Syst.
Jay Kumar, Junming Shao, Rajesh Kumar, Salah Ud Din, Cobbinah Bernard Mawuli, Qinli Yang
2023 A* conf
Open-world Semi-supervised Novel Class Discovery.
IJCAI
Jiaming Liu, Yangqiming Wang, Tongze Zhang, Yulu Fan, Qinli Yang, Junming Shao
2023 J jnl
Open-world Semi-supervised Novel Class Discovery.
CoRR
Jiaming Liu, Yangqiming Wang, Tongze Zhang, Yulu Fan, Qinli Yang, Junming Shao
2023 J jnl
Seeing Is Not Always Believing: Invisible Collision Attack and Defence on Pre-Trained Models.
CoRR
Minghang Deng, Zhong Zhang, Junming Shao
2023 J jnl
Semi-supervised federated learning on evolving data streams.
Inf. Sci.
Cobbinah Bernard Mawuli, Jay Kumar, Ebenezer Nanor, Shangxuan Fu, Liangxu Pan, Qinli Yang, Wei Zhang, Junming Shao
2023 J jnl
Toward Noise-Resistant Graph Embedding With Subspace Clustering Information.
IEEE Trans. Cybern.
Zhongjing Yu, Gangyi Zhang, Jingyu Chen, Haoran Chen, Duo Zhang, Qinli Yang, Junming Shao
2022 J jnl
An Interpretable Neuron Embedding for Static Knowledge Distillation.
CoRR
Wei Han, Yangqiming Wang, Christian Böhm, Junming Shao
2022 J jnl
An Online Semantic-Enhanced Graphical Model for Evolving Short Text Stream Clustering.
IEEE Trans. Cybern.
Jay Kumar, Salah Ud Din, Qinli Yang, Rajesh Kumar, Junming Shao
2022 J jnl
Community detection in subspace of attribute.
Inf. Sci.
Haoran Chen, Zhongjing Yu, Qinli Yang, Junming Shao
2022 — conf
Learning Evolving Concepts with Online Class Posterior Probability.
DASFAA (2)
Junming Shao, Kai Wang, Jianyun Lu, Zhili Qin, Qiming Wangyang, Qinli Yang
2022 J jnl
Learning High-Dimensional Evolving Data Streams With Limited Labels.
IEEE Trans. Cybern.
Salah Ud Din, Jay Kumar, Junming Shao, Cobbinah Bernard Mawuli, Waldiodio David Ndiaye
2022 J jnl
Mixhead: Breaking the low-rank bottleneck in multi-head attention language models.
Knowl. Based Syst.
Zhong Zhang, Nian Shao, Chongming Gao, Rui Miao, Qinli Yang, Junming Shao
2022 J jnl
Multi-instance attention network for few-shot learning.
Inf. Sci.
Zhili Qin, Han Wang, Cobbinah Bernard Mawuli, Wei Han, Rui Zhang, Qinli Yang, Junming Shao
2022 J jnl
Reducing variations in multi-center Alzheimer's disease classification with convolutional adversarial autoencoder.
Medical Image Anal.
Bernard Cobbinah Mawuli, Christian Sorg, Qinli Yang, Arvid Ternblom, Changgang Zheng, Wei Han, Liwei Che, Junming Shao
2022 C conf
Runoff Prediction in a Data Scarce Region Based on Few-Shot Learning.
IGARSS
Minghong Yang, Qinli Yang, Junming Shao, Guoqing Wang
2022 A* conf
Visualization in Data Science VDS @ KDD 2022.
KDD
Claudia Plant, Nina C. Hubig, Junming Shao, Alvitta Ottley, Liang Gou, Torsten Möller, Adam Perer, Alexander Lex, Anamaria Crisan
2021 A* conf
A general framework for mining concept-drifting data streams with evolvable features.
ICDM
Jiaqi Peng, Jinxia Guo, Qinli Yang, Jianyun Lu, Junming Shao
2021 J jnl
Data stream classification with novel class detection: a review, comparison and challenges.
Knowl. Inf. Syst.
Salah Ud Din, Junming Shao, Jay Kumar, Cobbinah Bernard Mawuli, S. M. Hasan Mahmud, Wei Zhang, Qinli Yang
2021 A* conf
Flexible, Robust, Scalable Semi-supervised Learning via Reliability Propagation.
ICDM
Chen Huang, Liangxu Pan, Qinli Yang, Hongliang Wang, Junming Shao
2021 A* conf
Learning Dynamic User Behavior Based on Error-driven Event Representation.
WWW
Honglian Wang, Peiyan Li, Wujun Tao, Bailin Feng, Junming Shao
2021 J jnl
Modular neural network via exploring category hierarchy.
Inf. Sci.
Wei Han, Changgang Zheng, Rui Zhang, Jinxia Guo, Qinli Yang, Junming Shao
2021 J jnl
Towards real-time demand-aware sequential POI recommendation.
Inf. Sci.
Honglian Wang, Peiyan Li, Yang Liu, Junming Shao
2021 A* conf
VDS'21: Visualization in Data Science.
KDD
Claudia Plant, Alvitta Ottley, Liang Gou, Torsten Möller, Adam Perer, Alexander Lex, Junming Shao
2020 J jnl
A Subword Guided Neural Word Segmentation Model for Sindhi.
CoRR
Wazir Ali, Jay Kumar, Zenglin Xu, Congjian Luo, Junyu Lu, Junming Shao, Rajesh Kumar, Yazhou Ren
2020 A* conf
An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering.
ACL
Jay Kumar, Junming Shao, Salah Uddin, Wazir Ali
2020 J jnl
Attributed graph clustering with subspace stochastic block model.
Inf. Sci.
Haoran Chen, Zhongjing Yu, Qinli Yang, Junming Shao
2020 A* conf
Community Attention Network for Semi-supervised Node Classification.
ICDM
Zhongjing Yu, Han Wang, Yang Liu, Christian Böhm, Junming Shao
2020 A* conf
Community Detection with Local Metric Learning.
ICDM
Peiyan Li, Honglian Wang, Jianyun Lu, Qinli Yang, Junming Shao
2020 A* conf
Exploiting Inconsistency Problem in Multi-label Classification via Metric Learning.
ICDM
Peiyan Li, Zhili Qin, Honglian Wang, Qinli Yang, Junming Shao
2020 J jnl
Exploiting evolving micro-clusters for data stream classification with emerging class detection.
Inf. Sci.
Salah Ud Din, Junming Shao
2020 A* conf
Large-Scale Multi-View Subspace Clustering in Linear Time.
AAAI
Zhao Kang, Wangtao Zhou, Zhitong Zhao, Junming Shao, Meng Han, Zenglin Xu
2020 J jnl
Learning evolving user's behaviors on location-based social networks.
GeoInformatica
Ruizhi Wu, Guangchun Luo, Qi Jin, Junming Shao, Chang-Tien Lu
2020 A* conf
Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression.
IJCAI
Peiyan Li, Honglian Wang, Christian Böhm, Junming Shao
2020 J jnl
Online reliable semi-supervised learning on evolving data streams.
Inf. Sci.
Salah Ud Din, Junming Shao, Jay Kumar, Waqar Ali, Jiaming Liu, Yu Ye
2020 — conf
Revisiting Representation Degeneration Problem in Language Modeling.
EMNLP (Findings)
Zhong Zhang, Chongming Gao, Cong Xu, Rui Miao, Qinli Yang, Junming Shao
2020 J jnl
Semantic trajectory representation and retrieval via hierarchical embedding.
Inf. Sci.
Chongming Gao, Zhong Zhang, Chen Huang, Hongzhi Yin, Qinli Yang, Junming Shao
2020 J jnl
Structured subspace embedding on attributed networks.
Inf. Sci.
Zhongjing Yu, Zhong Zhang, Haoran Chen, Junming Shao
2019 J jnl
A generic framework to analyse the spatiotemporal variations of water quality data on a catchment scale.
Environ. Model. Softw.
Qinli Yang, Miklas Scholz, Junming Shao, Guoqing Wang, Xiaofang Liu
2019 J jnl
A reliable traffic prediction approach for bike-sharing system by exploiting rich information with temporal link prediction strategy.
Trans. GIS
Yan Zhou, Yanxi Li, Qing Zhu, Fen Chen, Junming Shao, Yunxing Luo, Yeting Zhang, Pengcheng Zhang, Weijun Yang
2019 — conf
BLOMA: Explain Collaborative Filtering via Boosted Local Rank-One Matrix Approximation.
DASFAA (3)
Chongming Gao, Shuai Yuan, Zhong Zhang, Hongzhi Yin, Junming Shao
2019 A* conf
Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion.
IJCAI
Junming Shao, Zhong Zhang, Zhongjing Yu, Jun Wang, Yi Zhao, Qinli Yang
2019 J jnl
Community detection based on information dynamics.
Neurocomputing
Zejun Sun, Bin Wang, Jinfang Sheng, Zhongjing Yu, Rongpei Zhou, Junming Shao
2019 J jnl
Dynamic runoff simulation in a changing environment: A data stream approach.
Environ. Model. Softw.
Qinli Yang, Heng Zhang, Guoqing Wang, Shasha Luo, Dongzi Chen, Wanshan Peng, Junming Shao
2019 J jnl
Large-scale Multi-view Subspace Clustering in Linear Time.
CoRR
Zhao Kang, Wangtao Zhou, Zhitong Zhao, Junming Shao, Meng Han, Zenglin Xu
2019 A* conf
Online Budgeted Least Squares with Unlabeled Data.
ICDM
Chen Huang, Peiyan Li, Chongming Gao, Qinli Yang, Junming Shao
2019 J jnl
Preference modeling by exploiting latent components of ratings.
Knowl. Inf. Syst.
Junhua Chen, Wei Zeng, Junming Shao, Ge Fan
2019 J jnl
ProfitLeader: identifying leaders in networks with profit capacity.
World Wide Web
Zhongjing Yu, Junming Shao, Qinli Yang, Zejun Sun
2019 J jnl
Semantic trajectory compression via multi-resolution synchronization-based clustering.
Knowl. Based Syst.
Chongming Gao, Yi Zhao, Ruizhi Wu, Qinli Yang, Junming Shao
2019 — conf
SemiSync: Semi-supervised Clustering by Synchronization.
DASFAA (3)
Zhong Zhang, Didi Kang, Chongming Gao, Junming Shao
2019 J jnl
Synchronization-based clustering on evolving data stream.
Inf. Sci.
Junming Shao, Yue Tan, Lianli Gao, Qinli Yang, Claudia Plant, Ira Assent
2019 — conf
Towards Robust Arbitrarily Oriented Subspace Clustering.
DASFAA (1)
Zhong Zhang, Chongming Gao, Chongzhi Liu, Qinli Yang, Junming Shao
2019 A* conf
Triplet Enhanced AutoEncoder: Model-free Discriminative Network Embedding.
IJCAI
Yao Yang, Haoran Chen, Junming Shao
2018 — conf
Graph Clustering with Local Density-Cut.
DASFAA (1)
Junming Shao, Qinli Yang, Zhong Zhang, Jinhu Liu, Stefan Kramer
2018 J jnl
Learning Individual Moving Preference and Social Interaction for Location Prediction.
IEEE Access
Ruizhi Wu, Guangchun Luo, Qinli Yang, Junming Shao
2018 J jnl
Location prediction on trajectory data: A review.
Big Data Min. Anal.
Ruizhi Wu, Guangchun Luo, Junming Shao, Ling Tian, Chengzong Peng
2018 — conf
Multi-view Discriminative Learning via Joint Non-negative Matrix Factorization.
DASFAA (2)
Zhong Zhang, Zhili Qin, Peiyan Li, Qinli Yang, Junming Shao
2018 J jnl
Overlapping Community Detection Based on Information Dynamics.
IEEE Access
Zejun Sun, Bin Wang, Jinfang Sheng, Zhongjing Yu, Junming Shao
2018 J jnl
Robust Prototype-Based Learning on Data Streams.
IEEE Trans. Knowl. Data Eng.
Junming Shao, Feng Huang, Qinli Yang, Guangchun Luo
2017 A* conf
Exploring Common and Distinct Structural Connectivity Patterns Between Schizophrenia and Major Depression via Cluster-Driven Nonnegative Matrix Factorization.
ICDM
Junming Shao, Zhongjing Yu, Peiyan Li, Wei Han, Christian Sorg, Qinli Yang
2017 J jnl
Identifying Influential Nodes in Complex Networks Based on Weighted Formal Concept Analysis.
IEEE Access
Zejun Sun, Bin Wang, Jinfang Sheng, Yixiang Hu, Yihan Wang, Junming Shao
2017 J jnl
Learning in High-Dimensional Multimedia Data: The State of the Art.
CoRR
Lianli Gao, Jingkuan Song, Xingyi Liu, Junming Shao, Jiajun Liu, Jie Shao
2017 J jnl
Learning in high-dimensional multimedia data: the state of the art.
Multim. Syst.
Lianli Gao, Jingkuan Song, Xingyi Liu, Junming Shao, Jiajun Liu, Jie Shao
2017 J jnl
Preference Modeling by Exploiting Latent Components of Ratings.
CoRR
Junhua Chen, Wei Zeng, Junming Shao, Ge Fan
2017 J jnl
Real-time social media retrieval with spatial, temporal and social constraints.
Neurocomputing
Lianli Gao, Yuan Wang, Dongsheng Li, Junming Shao, Jingkuan Song
2017 A* conf
Synchronization-Inspired Co-Clustering and Its Application to Gene Expression Data.
ICDM
Junming Shao, Chongming Gao, Wei Zeng, Jingkuan Song, Qinli Yang
2017 J jnl
Synchronization-based scalable subspace clustering of high-dimensional data.
Knowl. Inf. Syst.
Junming Shao, Xinzuo Wang, Qinli Yang, Claudia Plant, Christian Böhm
2016 J jnl
Graph Clustering with Density-Cut.
CoRR
Junming Shao, Qinli Yang, Jinhu Liu, Stefan Kramer
2016 A* conf
Reliable Semi-supervised Learning.
ICDM
Junming Shao, Chen Huang, Qinli Yang, Guangchun Luo
2016 J jnl
Scalable Clustering by Iterative Partitioning and Point Attractor Representation.
ACM Trans. Knowl. Discov. Data
Junming Shao, Qinli Yang, Hoang-Vu Dang, Bertil Schmidt, Stefan Kramer
2015 A* conf
Community Detection based on Distance Dynamics.
KDD
Junming Shao, Zhichao Han, Qinli Yang, Tao Zhou
2015 J jnl
Online Social Activity Reflects Economic Status.
CoRR
Jinhu Liu, Jun Wang, Junming Shao, Tao Zhou
2015 B conf
Zero-shot Image Categorization by Image Correlation Exploration.
ICMR
Lianli Gao, Jingkuan Song, Junming Shao, Xiaofeng Zhu, Heng Tao Shen
2014 J jnl
Community Detection via Local Dynamic Interaction.
CoRR
Junming Shao, Zhichao Han, Qinli Yang
2014 A* conf
Prototype-based learning on concept-drifting data streams.
KDD
Junming Shao, Zahra Ahmadi, Stefan Kramer
2013 — conf
Robust Synchronization-Based Graph Clustering.
PAKDD (1)
Junming Shao, Xiao He, Qinli Yang, Claudia Plant, Christian Böhm
2013 J jnl
Synchronization-Inspired Partitioning and Hierarchical Clustering.
IEEE Trans. Knowl. Data Eng.
Junming Shao, Xiao He, Christian Böhm, Qinli Yang, Claudia Plant
2012 — conf
Discovering Aberrant Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining.
ICDM Workshops
Junming Shao, Qinli Yang, Afra M. Wohlschläger, Christian Sorg
2012 J jnl
Insight into Disrupted Spatial Patterns of Human Connectome in Alzheimer's Disease via Subgraph Mining.
Int. J. Knowl. Discov. Bioinform.
Junming Shao, Qinli Yang, Afra M. Wohlschläger, Christian Sorg
2012 J jnl
Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms.
Adv. Artif. Neural Syst.
Claudia Plant, Son Thai Mai, Junming Shao, Fabian J. Theis, Anke Meyer-Baese, Christian Böhm
2012 J jnl
Multi-label classification models for sustainable flood retention basins.
Environ. Model. Softw.
Qinli Yang, Junming Shao, Miklas Scholz, Christian Böhm, Claudia Plant
2012 J jnl
Predicting dam failure risk for sustainable flood retention basins: A generic case study for the wider Greater Manchester area.
Comput. Environ. Urban Syst.
Ebenezer Danso-Amoako, Miklas Scholz, Nickolas Kalimeris, Qinli Yang, Junming Shao
2011 A* conf
Detection of Arbitrarily Oriented Synchronized Clusters in High-Dimensional Data.
ICDM
Junming Shao, Claudia Plant, Qinli Yang, Christian Böhm
2011 — —
Synchronization inspired data mining.
Junming Shao
2011 A conf
Weighted Graph Compression for Parameter-free Clustering With PaCCo.
SDM
Nikola Müller, Katrin Haegler, Junming Shao, Claudia Plant, Christian Böhm
2010 A* conf
Clustering by synchronization.
KDD
Christian Böhm, Claudia Plant, Junming Shao, Qinli Yang
2010 — conf
Combining Time Series Similarity with Density-Based Clustering to Identify Fiber Bundles in the Human Brain.
ICDM Workshops
Junming Shao, Klaus Hahn, Qinli Yang, Christian Böhm, Afra M. Wohlschläger, Nicholas Myers, Claudia Plant
2010 J jnl
Hierarchical Density-Based Clustering of White Matter Tracts in the Human Brain.
Int. J. Knowl. Discov. Bioinform.
Junming Shao, Klaus Hahn, Qinli Yang, Afra M. Wohlschläger, Christian Böhm, Nicholas Myers, Claudia Plant
2010 — conf
Synchronization Based Outlier Detection.
ECML/PKDD (3)
Junming Shao, Christian Böhm, Qinli Yang, Claudia Plant
2008 — conf
Multi-semantic Scene Classification Based on Region of Interest.
CIMCA/IAWTIC/ISE
Junming Shao, Dongjian He, Qinli Yang