Huanhuan Chen

Yanhong Yao

Huiping Zhou

Technol. Anal. Strateg. Manag., 2021

Proximity-based group formation game model for community detection in social network.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Short isometric shapelet transform for binary time series classification.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2021

Attentive multi-task learning for group itinerary recommendation.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2021

Separation and recovery Markov boundary discovery and its application in EEG-based emotion recognition.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Semi-supervised Learning with Missing Values Imputation.

[BibT_eX]

[DOI]

CoRR, 2021

Do Models Learn the Directionality of Relations? A New Evaluation Task: Relation Direction Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

Recent Trends in Food Intake Monitoring using Wearable Sensors.

[BibT_eX]

[DOI]

Muhammad Usman

CoRR, 2021

Multi-Label Local-to-Global Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

When non-elitism meets time-linkage problems.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Analysis of evolutionary algorithms on fitness function with time-linkage property (hot-off-the-press track at GECCO 2021).

[BibT_eX]

[DOI]

Weijie Zheng

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Grammatical Error Correction with Dependency Distance.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Your Smart Contracts Are Not Secure: Investigating Arbitrageurs and Oracle Manipulators in Ethereum.

[BibT_eX]

[DOI]

Proceedings of the CYSARM@CCS '21: Proceedings of the 3rd Workshop on Cyber-Security Arms Race, 2021

Relation Classification with Entity Type Restriction.

[BibT_eX]

[DOI]

Shengfei Lyu

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Multiclass Probabilistic Classification Vector Machine.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Ensemble Pruning Based on Objection Maximization With a General Distributed Framework.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Toward Efficient Design Space Exploration for Fault-Tolerant Multiprocessor Systems.

[BibT_eX]

[DOI]

Bo Yuan

IEEE Trans. Evol. Comput., 2020

Accurate Markov Boundary Discovery for Causal Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Multi-objective redundancy hardening with optimal task mapping for independent tasks on multi-cores.

[BibT_eX]

[DOI]

Soft Comput., 2020

Weighted partial order oriented three-way decisions under score-based common voting rules.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2020

Trustworthy Preference Completion in Social Choice.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-label Causal Variable Discovery: Learning Common Causal Variables and Label-specific Causal Variables.

[BibT_eX]

[DOI]

CoRR, 2020

A Graph Based and Patient Demographics Aware Dialogue System for Disease Diagnosis.

[BibT_eX]

[DOI]

Xinyan Zhao

Liangwei Chen

CoRR, 2020

Unsupervised Change Detection in Satellite Images with Generative Adversarial Network.

[BibT_eX]

[DOI]

CoRR, 2020

Correction of Faulty Background Knowledge based on Condition Aware and Revise Transformer for Question Answering.

[BibT_eX]

[DOI]

CoRR, 2020

Online Dynamic Network Embedding.

[BibT_eX]

[DOI]

CoRR, 2020

Probabilistic Classification Vector Machine for Multi-Class Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Lattice Boltzmann simulation for unsteady shock wave/boundary layer interaction in a shock tube.

[BibT_eX]

[DOI]

Comput. Math. Appl., 2020

Underground Pipeline Mapping Based on Dirichlet Process Mixture Model.

[BibT_eX]

[DOI]

Qingyuan Wu

IEEE Access, 2020

Condition Aware and Revise Transformer for Question Answering.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Spatial Constrained K-Means for Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2020

BDANN: BERT-Based Domain Adaptation Neural Network for Multi-Modal Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Tolerant Markov Boundary Discovery for Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Multi-Label Causal Feature Selection.

[BibT_eX]

[DOI]

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

2019

Markov Boundary-Based Outlier Mining.

[BibT_eX]

[DOI]

Kui Yu

IEEE Trans. Neural Networks Learn. Syst., 2019

Short Sequence Classification Through Discriminable Linear Dynamical System.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Probabilistic Mixture Model for Mapping the Underground Pipes.

[BibT_eX]

[DOI]

Jinlong Li

ACM Trans. Knowl. Discov. Data, 2019

Probabilistic Feature Selection and Classification Vector Machine.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

Variant Grassmann Manifolds: A Representation Augmentation Method for Action Recognition.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

Efficient Detection of Buried Plastic Pipes by Combining GPR and Electric Field Methods.

[BibT_eX]

[DOI]

Tong Hao

IEEE Trans. Geosci. Remote. Sens., 2019

Multiobjective Learning in the Model Space for Time Series Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

A Cable-Mapping Algorithm Based on Ground-Penetrating Radar.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Short Isometric Shapelet Transform for Binary Time Series Classification.

[BibT_eX]

[DOI]

Weibo Shu

CoRR, 2019

Sub-Architecture Ensemble Pruning in Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2019

Back Attention Knowledge Transfer for Low-resource Named Entity Recognition.

[BibT_eX]

[DOI]

Linghao Sun

Huixiong Yi

CoRR, 2019

Robust Task Grouping with Representative Tasks for Clustered Multi-Task Learning.

[BibT_eX]

[DOI]

Jie Cao

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

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

[BibT_eX]

[DOI]

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

2018

Mining Markov Blankets Without Causal Sufficiency.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Efficient Cluster-Based Boosting for Semisupervised Classification.

[BibT_eX]

[DOI]

Rodrigo G. F. Soares

IEEE Trans. Neural Networks Learn. Syst., 2018

Latent Topic Text Representation Learning on Statistical Manifolds.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Semisupervised Negative Correlation Learning.

[BibT_eX]

[DOI]

Bingbing Jiang

IEEE Trans. Neural Networks Learn. Syst., 2018

An Automatic GPR B-Scan Image Interpreting Model.

[BibT_eX]

[DOI]

Jinlong Li

IEEE Trans. Geosci. Remote. Sens., 2018

Human Activity Recognition with Posture Tendency Descriptors on Action Snippets.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2018

Sequential data classification by dynamic state warping.

[BibT_eX]

[DOI]

Zhichen Gong

Knowl. Inf. Syst., 2018

Multiple Kernel k-Means Clustering by Selecting Representative Kernels.

[BibT_eX]

[DOI]

CoRR, 2018

Skeleton-based Activity Recognition with Local Order Preserving Match of Linear Patches.

[BibT_eX]

[DOI]

Yan Liu

CoRR, 2018

Disturbance Grassmann Kernels for Subspace-Based Learning.

[BibT_eX]

[DOI]

Feng Lin

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Balancing exploration and exploitation in multiobjective evolutionary optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Scalable Graph-Based Semi-Supervised Learning through Sparse Bayesian Model.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

A Cluster-Based Semisupervised Ensemble for Multiclass Classification.

[BibT_eX]

[DOI]

Rodrigo G. F. Soares

IEEE Trans. Emerg. Top. Comput. Intell., 2017

Optimal relay placement for lifetime maximization in wireless underground sensor networks.

[BibT_eX]

[DOI]

Bo Yuan

Inf. Sci., 2017

Gesture segmentation based on a two-phase estimation of distribution algorithm.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Dynamic State Warping.

[BibT_eX]

[DOI]

Zhichen Gong

CoRR, 2017

Knowledge Engineering With Big Data (BigKE): A 54-Month, 45-Million RMB, 15-Institution National Grand Project.

[BibT_eX]

[DOI]

IEEE Access, 2017

A predictive performance comparison of machine learning models for judicial cases.

[BibT_eX]

[DOI]

Zhenyu Liu

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Understanding Data Partition for Applications on CPU-GPU Integrated Processors.

[BibT_eX]

[DOI]

Juan Fang

Junjie Mao

Proceedings of the Mobile Ad-hoc and Sensor Networks - 13th International Conference, 2017

An Effective Martin Kernel for Time Series Classification.

[BibT_eX]

[DOI]

Liangang Zhang

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Granger Causality for Multivariate Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Knowledge, 2017

Revisit Word Embeddings with Semantic Lexicons for Modeling Lexical Contrast.

[BibT_eX]

[DOI]

Jiawei Liu

Zhenyu Liu

Proceedings of the IEEE International Conference on Big Knowledge, 2017

2016

Defect- and Variation-Tolerant Logic Mapping in Nanocrossbar Using Bipartite Matching and Memetic Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2016

Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond.

[BibT_eX]

[DOI]

Andries P. Engelbrecht

IEEE Trans. Neural Networks Learn. Syst., 2016

A decentralized quantum-inspired particle swarm optimization algorithm with cellular structured population.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Probabilistic Feature Selection and Classification Vector Machine.

[BibT_eX]

[DOI]

Chang Li

CoRR, 2016

Sequential Data Classification in the Space of Liquid State Machines.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Improve Chinese Word Embeddings by Exploiting Internal Structure.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Model-Based Oversampling for Imbalanced Sequence Classification.

[BibT_eX]

[DOI]

Zhichen Gong

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

A New Evolutionary Algorithm with Structure Mutation for the Maximum Balanced Biclique Problem.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

The Benefits of Modeling Slack Variables in SVMs.

[BibT_eX]

[DOI]

Fengzhen Tang

Pedro Antonio Gutiérrez

Neural Comput., 2015

Robust twin boosting for feature selection from high-dimensional omics data with label noise.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Knowledge Engineering with Big Data.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2015

Model Metric Co-Learning for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014

Efficient Probabilistic Classification Vector Machine With Incremental Basis Function Selection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2014

Learning in the Model Space for Cognitive Fault Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2014

Pre-Silicon Bug Forecast.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014

Combining learning in model space fault diagnosis with data validation/reconstruction: Application to the Barcelona water network.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2014

Cognitive fault diagnosis in Tennessee Eastman Process using learning in the model space.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2014

Learning the deterministically constructed Echo State Networks.

[BibT_eX]

[DOI]

Fengzhen Tang

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Support Vector Ordinal Regression using Privileged Information.

[BibT_eX]

[DOI]

Fengzhen Tang

Pedro Antonio Gutiérrez

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Sparse Bayesian approach for feature selection.

[BibT_eX]

[DOI]

Chang Li

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Big Data, 2014

2013

Model-based kernel for efficient time series analysis.

[BibT_eX]

[DOI]

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

2012

Semisupervised Classification With Cluster Regularization.

[BibT_eX]

[DOI]

Rodrigo G. F. Soares

Francisco Fernández-Navarro

IEEE Trans. Neural Networks Learn. Syst., 2012

Learning in the Model Space for Fault Diagnosis

[BibT_eX]

[DOI]

CoRR, 2012

EEG Based Foot Movement Onset Detection with the Probabilistic Classification Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology.

[BibT_eX]

[DOI]

Pedro Antonio Gutiérrez

César Hervás-Martínez

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011

Semi-supervised learning with extremely sparse labeled data on multiple semi-supervised assumptions.

[BibT_eX]

[DOI]

Lisong Chen

Ke Tang

Proceedings of the Third International Conference of Soft Computing and Pattern Recognition, 2011

Buried Utility Pipeline Mapping Based on Multiple Spatial Data Sources: A Bayesian Data Fusion Approach.

[BibT_eX]

[DOI]

Anthony G. Cohn

Proceedings of the IJCAI 2011, 2011

2010

Multiobjective Neural Network Ensembles Based on Regularized Negative Correlation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Negative correlation learning for classification ensembles.

[BibT_eX]

[DOI]

Shuo Wang

Proceedings of the International Joint Conference on Neural Networks, 2010

Probabilistic robust hyperbola mixture model for interpreting ground penetrating radar data.

[BibT_eX]

[DOI]

Anthony G. Cohn

Proceedings of the International Joint Conference on Neural Networks, 2010

Buried Utility Pipeline Mapping based on Street Survey and Ground Penetrating Radar.

[BibT_eX]

[DOI]

Anthony G. Cohn

Proceedings of the ECAI 2010, 2010

2009

Regularized Negative Correlation Learning for Neural Network Ensembles.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

Probabilistic Classification Vector Machines.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

Predictive Ensemble Pruning by Expectation Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Evolving Least Squares Support Vector Machines for Stock Market Trend Mining.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2009

Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

2007

Evolutionary Ensemble for <i>In Silico</i> Prediction of Ames Test Mutagenicity.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007

Evolutionary random neural ensembles based on negative correlation learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Trade-Off Between Diversity and Accuracy in Ensemble Generation.

[BibT_eX]

[DOI]

Arjun Chandra

Proceedings of the Multi-Objective Machine Learning, 2006

A Probabilistic Ensemble Pruning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Evolutionary Multiobjective Ensemble Learning Based on Bayesian Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2004

Quantum secure circuit evaluation.

[BibT_eX]

[DOI]

Bin Li

Zhenquan Zhuang

Sci. China Ser. F Inf. Sci., 2004

HW-SW partitioning based on genetic algorithm.

[BibT_eX]

[DOI]

Yi Zou

Zhenquan Zhuang