李超群

2026

Cross-session interest extraction for recommendation

Expert Systems With Applications，Vol. 298

DOI

2026

Biologically inspired energy-balanced clustering routing optimization for wireless sensor networks

Expert Systems With Applications，Vol. 296

DOI

2026

Worker and instance similarity-based label completion for crowdsourcing

Expert systems with applications

DOI

2026

Sign-aware recommendation based on mixed-path aggregation

Pattern Recognition

DOI

2026

Category-aware dual graph disentanglement with multi-task learning for session-based recommendation

Applied Soft Computing

DOI

2026

A stage-aware hybrid sampling algorithm: Generation-based Gaussian negative sampling for collaborative filtering

Neurocomputing

DOI

2026

Invisible poisoning attack on recommender systems based on multi-view uniformity

Information Sciences

DOI

2025

TLLC: Transfer Learning-based Label Completion for Crowdsourcing

International Conference on Machine Learning

2025

Label Distribution Propagation-based Label Completion for Crowdsourcing

International Conference on Machine Learning

2025

Worker Similarity-Based Label Completion for Crowdsourcing

IEEE Transactions on Big Data

DOI

2025

Learning From Crowds by Class-Specific Instance Weighting

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2025

Intent-aware Recommendation Based on Principal Component Analysis

ACM Transactions on Knowledge Discovery from Data

DOI

2024

[Review] An improved levy chaotic particle swarm optimization algorithm for energy-efficient cluster routing scheme in industrial wireless sensor networks

Expert Systems With Applications，Vol. 241

DOI

2024

Enhanced transformer encoder and hybrid cascaded upsampler for medical image segmentation

Expert Systems With Applications，Vol. 238

DOI

2024

IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing

Neural Information Processing Systems

DOI

2024

Label Consistency-based Worker Filtering for Crowdsourcing

Conference on Uncertainty in Artificial Intelligence

2024

KFNN: K-Free Nearest Neighbor For Crowdsourcing

Neural Information Processing Systems

DOI

2024

ELDP: Enhanced Label Distribution Propagation for Crowdsourcing

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2024

FNNWV: farthest-nearest neighbor-based weighted voting for class-imbalanced crowdsourcing

Science China Information Sciences

DOI

2024

Weighted Adversarial Learning From Crowds

IEEE Transactions on Services Computing

DOI

2024

Certainty weighted voting-based noise correction for crowdsourcing

Pattern Recognition

DOI

2024

Instance redistribution-based label integration for crowdsourcing

Information Sciences

DOI

2024

Three-way decision-based label integration for crowdsourcing

Pattern Recognition

DOI

2023

A Novel Nature-Inspired Routing Scheme for Improving Routing Quality of Service in Power Grid Monitoring Systems

Ieee Systems Journal，Vol. 170, No. 20

DOI

2023

Instance difficulty-based noise correction for crowdsourcing

Expert Systems With Applications，Vol. 212

DOI

2023

一种基于自训练的众包标记噪声纠正算法

《自动化学报》

DOI

2023

Label confidence-based noise correction for crowdsourcing

Engineering applications of artificial intelligence

DOI

2023

Three-way decision-based noise correction for crowdsourcing

International Journal of Approximate Reasoning

DOI

2023

Learning from crowds with robust logistic regression

Information Sciences

DOI

2023

Label distribution similarity-based noise correction for crowdsourcing

Frontiers of Computer Science

DOI

2023

Multi-View Attribute Weighted Naive Bayes

IEEE Transactions on Knowledge and Data Engineering

DOI

2022

Learning from crowds with robust support vector machines

Science China Information Sciences

DOI

2022

Learning from crowds with decision trees

Knowledge and Information Systems

DOI

2022

A multi-view-based noise correction algorithm for crowdsourcing learning

Information Fusion

DOI

2022

Label distribution‐based noise correction for multiclass crowdsourcing

International Journal of Intelligent Systems

DOI

2022

A novel ground truth inference algorithm based on instance similarity for crowdsourcing learning

Applied intelligence (Boston)

DOI

2022

Attribute augmented and weighted naive Bayes

Science China Information Sciences

DOI

2022

Label augmented and weighted majority voting for crowdsourcing

Information Sciences

DOI

2022

Attribute augmentation-based label integration for crowdsourcing

Frontiers of Computer Science

DOI

2021

CS-ResNet: Cost-sensitive residual convolutional neural network for PCB cosmetic defect detection

Expert Systems With Applications，Vol. 185

DOI

2021

Modified DFS-based term weighting scheme for text classification

Expert Systems With Applications，Vol. 168

DOI

2021

一种基于Tri-training的众包标记噪声纠正算法

《电子学报》

2021

Improving Data and Model Quality in Crowdsourcing using Co-Training-based Noise Correction

Information Sciences

DOI

2021

A Tri-training-Based Label Noise Correction Algorithm for Crowdsourcing

DOI

2021

Improving data and model quality in crowdsourcing using cross-entropy-based noise correction

Information Sciences

DOI

2021

Using modified term frequency to improve term weighting for text classification

Engineering applications of artificial intelligence

DOI

2021

Improving crowd labeling using Stackelberg models

International Journal of Machine Learning and Cybernetics

DOI

2021

Collaboratively weighted naive Bayes

Knowledge and Information Systems

DOI

2021

Learning From Crowds With Multiple Noisy Label Distribution Propagation

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Differential evolution-based weighted soft majority voting for crowdsourcing

Engineering applications of artificial intelligence

DOI

2020

A High-Accuracy Least-Time-Domain Mixture Features Machine-Fault Diagnosis Based on Wireless Sensor Network

Ieee Systems Journal，Vol. 140, No. 30

DOI

2020

Resampling-based noise correction for crowdsourcing

Journal of experimental and theoretical artificial intelligence (Print)

DOI

2020

Label similarity-based weighted soft majority voting and pairing for crowdsourcing

Knowledge and Information Systems

DOI

2020

Class-Specific Deep Feature Weighting for Naïve Bayes Text Classifiers

IEEE Access

DOI

2019

Noise correction to improve data and model quality for crowdsourcing

Engineering applications of artificial intelligence

DOI

2019

A discriminative model selection approach and its application to text classification

Neural computing & applications (Print)

DOI

2019

A Correlation-Based Feature Weighting Filter for Naive Bayes

IEEE Transactions on Knowledge and Data Engineering

DOI

2019

Wrapper Framework for Test-Cost-Sensitive Feature Selection

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2018

Two improved attribute weighting schemes for value difference metric

Knowledge and Information Systems

DOI

2017

Toward value difference metric with attribute weighting

Knowledge and Information Systems

DOI

2017

Randomly selected decision tree for test-cost sensitive learning

Applied Soft Computing

DOI

2016

クラウドソーシングのためのデータとモデル品質を改善するための雑音フィルタリング【Powered by NICT】

2016

Beyond accuracy: Learning selective Bayesian classifiers with minimal test cost

Pattern Recognition Letters

DOI

2016

Structure extended multinomial naive Bayes

Information Sciences

DOI

2016

Noise filtering to improve data and model quality for crowdsourcing

Knowledge-Based Systems

DOI

2016

Deep feature weighting for naive Bayes and its application to text classification

Engineering applications of artificial intelligence

DOI

2016

A New Feature Selection Approach to Naive Bayes Text Classifiers

International journal of pattern recognition and artificial intelligence

DOI

2016

Two feature weighting approaches for naive Bayes text classifiers

Knowledge-Based Systems

DOI

2016

C4.5 or Naive Bayes: A Discriminative Model Selection Approach

International Conference on Artificial Neural Networks

DOI

2015

Not always simple classification: Learning Super Parent for class probability estimation

Expert Systems With Applications，Vol. 42, No. 13

DOI

2015

Structure extended polynomial naive Bayes text classification method

2015

Adapting naive Bayes tree for text classification

Knowledge and Information Systems

DOI

2015

A Novel Minority Cloning Technique for Cost-Sensitive Learning

International journal of pattern recognition and artificial intelligence

DOI

2014

Cost-sensitive Bayesian network classifiers

Pattern Recognition Letters

DOI

2014

Local value difference metric

Pattern Recognition Letters

DOI

2014

A CFS-Based Feature Weighting Approach to Naive Bayes Text Classifiers

International Conference on Artificial Neural Networks

DOI

2014

A Novel Distance Function: frequency difference Metric

International journal of pattern recognition and artificial intelligence

DOI

2014

Naive Bayes for value difference metric

Frontiers of Computer Science

DOI

2013

Bayesian network classifiers for probability-based metrics

Journal of experimental and theoretical artificial intelligence (Print)

DOI

2013

Sampled Bayesian Network Classifiers for Class-Imbalance and Cost-Sensitive Learning

IEEE International Conference on Tools with Artificial Intelligence

DOI

2013

Attribute Weighted Value Difference Metric

IEEE International Conference on Tools with Artificial Intelligence

DOI

2013

An Augmented Value Difference Measure

Pattern Recognition Letters

DOI

2013

Selective Value Difference Metric

Journal of Computers

DOI

2012

A Modified Short and Fukunaga Metric based on the attribute independence assumption

Pattern Recognition Letters

DOI

2011

Correlation Weighted Heterogeneous Euclidean-Overlap Metric

DOI

2011

One Dependence Value Difference Metric

Knowledge-Based Systems

DOI

2011

Scaling Up the Accuracy of Decision-Tree Classifiers: A Naive-Bayes Combination

Journal of Computers

DOI

2011

Learning Random Model Trees for Regression

DOI

2011

An Empirical Study on Class Probability Estimates in Decision Tree Learning

Journal of Software

DOI

2010

A Survey of Distance Metrics for Nominal Attributes

Journal of Software

DOI

2010

An Improved Instance Weighted Linear Regression

J. Convergence Inf. Technol.

DOI

2009

Decision Tree with Better Class Probability Estimation

International journal of pattern recognition and artificial intelligence

DOI

2009

Learning decision tree for ranking

Knowledge and Information Systems

DOI

2008

A Combined Classification Algorithm Based on C4.5 and NB

International Symposium on Intelligence Computation and Applications

DOI

2006

Using Locally Weighted Learning to Improve SMOreg for Regression

Pacific Rim International Conference on Artificial Intelligence

DOI