Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Multi-Label Causal Feature Selection.

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[DOI]

Xingyu Wu

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

2019

Markov Boundary-Based Outlier Mining.

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[DOI]

Kui Yu

Huanhuan Chen

IEEE Trans. Neural Networks Learn. Syst., 2019

BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection.

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[DOI]

ACM Trans. Intell. Syst. Technol., 2019

Semantic Features Prediction for Pulmonary Nodule Diagnosis Based on Online Streaming Feature Selection.

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[DOI]

IEEE Access, 2019

Predicting the Semantic Characteristics of Pulmonary Nodules using Feature Selection Based on Maximum-relevance Minimum-redundancy.

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[DOI]

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Joint Semi-Supervised Feature Selection and Classification through Bayesian Approach.

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[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Mining Markov Blankets Without Causal Sufficiency.

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[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Streaming feature-based causal structure learning algorithm with symmetrical uncertainty.

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[DOI]

Inf. Sci., 2018

Discovering Markov Blanket from Multiple interventional Datasets.

[BibT_eX]

[DOI]

Kui Yu

Lin Liu

Jiuyong Li

CoRR, 2018

miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase.

[BibT_eX]

[DOI]

BMC Bioinform., 2018

Galaxy: Towards Scalable and Interpretable Explanation on High-Dimensional and Spatio-Temporal Correlated Climate Data.

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[DOI]

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

TL-PC: An Interpretable Causal Relationship Networks on Older Adults Fall Influence Factors.

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[DOI]

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

2017

Markov Blanket Feature Selection Using Representative Sets.

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[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

2016

Scalable and Accurate Online Feature Selection for Big Data.

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[DOI]

ACM Trans. Knowl. Discov. Data, 2016

LOFS: A library of online streaming feature selection.

[BibT_eX]

[DOI]

Kui Yu

Wei Ding

Xindong Wu

Knowl. Based Syst., 2016

An evaluation of big data analytics in feature selection for long-lead extreme floods forecasting.

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[DOI]

Proceedings of the 13th IEEE International Conference on Networking, Sensing, and Control, 2016

A Novel Android Malware Detection Method Based on Markov Blanket.

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[DOI]

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

2015

Classification with Streaming Features: An Emerging-Pattern Mining Approach.

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[DOI]

ACM Trans. Knowl. Discov. Data, 2015

Tornado Forecasting with Multiple Markov Boundaries.

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[DOI]

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

2014

Towards Scalable and Accurate Online Feature Selection for Big Data.

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[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Bridging Causal Relevance and Pattern Discriminability: Mining Emerging Patterns from High-Dimensional Data.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Online Feature Selection with Streaming Features.

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[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Towards long-lead forecasting of extreme flood events: a data mining framework for precipitation cluster precursors identification.

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[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Markov Blanket Feature Selection with Non-faithful Data Distributions.

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[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Exploring Causal Relationships with Streaming Features.

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[DOI]

Comput. J., 2012

Mining emerging patterns by streaming feature selection.

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[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Alliance Mechanism Based on Cloud Computing.

[BibT_eX]

[DOI]

Jing Xu

Shuangqi Yang

Kui Yu

Proceedings of the Information Computing and Applications - Third International Conference, 2012

2011

L1 regularized ordering for learning Bayesian network classifiers.

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[DOI]

Proceedings of the Seventh International Conference on Natural Computation, 2011

Causal Associative Classification.

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[DOI]

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

2010

Online Streaming Feature Selection.

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[DOI]

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Causal Discovery from Streaming Features.

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[DOI]

Proceedings of the ICDM 2010, 2010

Application of the multi-level fuzzy decision-making method in the social evaluation of hydraulic engineering construction project.

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[DOI]

Xiaowei Zhang

Xuefeng Yu

Kui Yu

Proceedings of the Third International Workshop on Advanced Computational Intelligence, 2010

Online causal discovery.

[BibT_eX]

[DOI]

Kui Yu

Xindong Wu

Hao Wang

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009

Application of Fuzzy Dynamic Programming Model in the Coordination Analysis and Allocation of Regional Water Resources.

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[DOI]

Proceedings of the 2009 Second International Symposium on Computational Intelligence and Design, 2009

2007

A Parallel Algorithm for Learning Bayesian Networks.

[BibT_eX]

[DOI]

Kui Yu

Hao Wang

Xindong Wu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

2006

Triangulation of Bayesian Networks Using an Adaptive Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Kui Yu

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