Kunhong Liu

Orcid: 0000-0002-1222-8876

Affiliations:
  • Xiamen University, School of Informatics, China


According to our database1, Kunhong Liu authored at least 91 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An adaptive error-correcting output codes algorithm based on gene expression programming and similarity measurement matrix.
Pattern Recognit., January, 2024

2023
EDST: a decision stump based ensemble algorithm for synergistic drug combination prediction.
BMC Bioinform., December, 2023

A self-adaptive soft-recoding strategy for performance improvement of error-correcting output codes.
Pattern Recognit., November, 2023

Feature Elimination through Data Complexity for Error-Correcting Output Codes based micro-expression recognition.
Signal Process. Image Commun., July, 2023

Revealing concealed spontaneous facial micro-expression: Are we a step closer to unveil real-life behavioral expressions?
Neurocomputing, June, 2023

Block Division Convolutional Network With Implicit Deep Features Augmentation for Micro-Expression Recognition.
IEEE Trans. Multim., 2023

Drop to Transfer: Learning Transferable Features for Robot Tactile Material Recognition in Open Scene.
IEEE Trans. Instrum. Meas., 2023

A novel soft-coded error-correcting output codes algorithm.
Pattern Recognit., 2023

The design of error-correcting output codes based deep forest for the micro-expression recognition.
Appl. Intell., 2023

Combining Structure Embedding and Text Semantics for Efficient Knowledge Graph Completion.
Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Emo-DNA: Emotion Decoupling and Alignment Learning for Cross-Corpus Speech Emotion Recognition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Towards Open-Set Material Recognition using Robot Tactile Sensing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

EduAction: A College Student Action Dataset for Classroom Attention Estimation.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

Cluster Equality Validity Index and Efficient Clustering Optimization Strategy.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2023

A Multi-View Learning-Based Bayesian Ruleset Extraction Algorithm For Accurate Hepatotoxicity Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
GM-TCNet: Gated Multi-scale Temporal Convolutional Network using Emotion Causality for Speech Emotion Recognition.
Speech Commun., 2022

The design of evolutionary feature selection operator for the micro-expression recognition.
Memetic Comput., 2022

Feature space and label space selection based on Error-correcting output codes for partial label learning.
Inf. Sci., 2022

Needle in a Haystack: Spotting and recognising micro-expressions "in the wild".
Neurocomputing, 2022

An enhanced cascade-based deep forest model for drug combination prediction.
Briefings Bioinform., 2022

The heterogeneous ensemble of deep forest and deep neural networks for micro-expressions recognition.
Appl. Intell., 2022

The design of soft recoding-based strategies for improving error-correcting output codes.
Appl. Intell., 2022

The design of error-correcting output codes algorithm for the open-set recognition.
Appl. Intell., 2022

Classroom Attention Estimation Method Based on Mining Facial Landmarks of Students.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Multi-View Learning-Based Rule Extraction Algorithm For Accurate Hepatotoxicity Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Micro-expression recognition using advanced genetic algorithm.
Signal Process. Image Commun., 2021

Learning Behavior Analysis Using Clustering and Evolutionary Error Correcting Output Code Algorithms in Small Private Online Courses.
Sci. Program., 2021

The Investigation of Different Loss Functions with Capsule Networks for Speech Emotion Recognition.
Sci. Program., 2021

Partial label learning based on label distributions and error-correcting output codes.
Soft Comput., 2021

Improving deep forest by ensemble pruning based on feature vectorization and quantum walks.
Soft Comput., 2021

An improved deep forest for alleviating the data imbalance problem.
Soft Comput., 2021

A novel error-correcting output codes based on genetic programming and ternary digit operators.
Pattern Recognit., 2021

The design of dynamic ensemble selection strategy for the error-correcting output codes family.
Inf. Sci., 2021

A direct slicing technique for the 3D printing of implicitly represented medical models.
Comput. Biol. Medicine, 2021

A Multi-Resolution Deep Forest Framework with Hybrid Feature Fusion for CT Whole Heart Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

FES-RF: A Feature Ensemble Selection Based Random Forest Method For Accurate Cancer Screening.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Evaluation of the Spatio-Temporal Features and GAN for Micro-Expression Recognition System.
J. Signal Process. Syst., 2020

A novel multi-objective genetic algorithm based error correcting output codes.
Swarm Evol. Comput., 2020

A ternary bitwise calculator based genetic algorithm for improving error correcting output codes.
Inf. Sci., 2020

The design of variable-length coding matrix for improving error correcting output codes.
Inf. Sci., 2020

High-quality vascular modeling and modification with implicit extrusion surfaces for blood flow computations.
Comput. Methods Programs Biomed., 2020

Imprecise Deep Forest for Partial Label Learning.
IEEE Access, 2020

The Application of Capsule Neural Network Based CNN for Speech Emotion Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
A novel Error-Correcting Output Codes algorithm based on genetic programming.
Swarm Evol. Comput., 2019

A novel ECOC algorithm for multiclass microarray data classification based on data complexity analysis.
Pattern Recognit., 2019

Efficient Neural Network Approaches for Leather Defect Classification.
CoRR, 2019

Integrated Neural Network and Machine Vision Approach For Leather Defect Classification.
CoRR, 2019

Microarray Data Classification Based on Computational Verb.
IEEE Access, 2019

High Precision Implicit Modeling for Patient-Specific Coronary Arteries.
IEEE Access, 2019

A Novel Genetic Algorithm Approach to Improving Error Correction Output Coding.
Proceedings of the Knowledge Science, Engineering and Management, 2019

A Dynamic Ensemble Selection Strategy for Improving Error Correcting Output Codes Algorithm.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

The Research of Ternary Error-Correcting Output Codes Based on Genetic Programming.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Vascular Model Editing for 3D Printing Based on Implicit Functions.
Proceedings of the Image and Graphics Technologies and Applications, 2019

2018
Accurate geometry modeling of vasculatures using implicit fitting with 2D radial basis functions.
Comput. Aided Geom. Des., 2018

A Novel Genetic Algorithm Based ECOC Algorithm.
Proceedings of the 14th International Conference on Semantics, Knowledge and Grids, 2018

A New ECOC Algorithm for Multiclass Microarray Data Classification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

A Novel ECOC Algorithm with Centroid Distance Based Soft Coding Scheme.
Proceedings of the Intelligent Computing Theories and Application, 2018

2017
Multiclass Microarray Data Classification Based on SA-ECOC.
Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

Genetic Programming Based ECOC for Multiclass Microarray Data Classification.
Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

An ECOC Approach for Microarray Data Classification Based on Minimizing Feature Related Complexities.
Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

A Genetic Programming Based ECOC Algorithm for Microarray Data Classification.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
A Hierarchical Ensemble of ECOC for cancer classification based on multi-class microarray data.
Inf. Sci., 2016

Selection of Optimal Cutting Parameters in Parallel Turnings Using Genetic Heuristics.
Proceedings of the Intelligent Computing Theories and Application, 2016

2015
Genetic Programming Based Ensemble System for Microarray Data Classification.
Comput. Math. Methods Medicine, 2015

2014
Cancer Classification Using Ensemble of Error Correcting Output Codes.
Proceedings of the Intelligent Computing in Bioinformatics - 10th International Conference, 2014

Fusing Decision Trees Based on Genetic Programming for Classification of Microarray Datasets.
Proceedings of the Intelligent Computing Methodologies - 10th International Conference, 2014

2013
An ensemble of SVM classifiers based on gene pairs.
Comput. Biol. Medicine, 2013

2011
The Design of Evolutionary Multiple Classifier System for the Classification of Microarray Data.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

2009
Ensemble component selection for improving ICA based microarray data prediction models.
Pattern Recognit., 2009

Microarray data classification based on ensemble independent component selection.
Comput. Biol. Medicine, 2009

A genetic programming-based approach to the classification of multiclass microarray datasets.
Bioinform., 2009

Grooming of Dynamic Traffic in WDM Tree Networks Using Genetic Algorithms.
Proceedings of the Advances in Neural Networks, 2009

A GA-Based Approach to ICA Feature Selection: An Efficient Method to Classify Microarray Datasets.
Proceedings of the Advances in Neural Networks, 2009

A New Approach to Improving ICA-Based Models for the Classification of Microarray Data.
Proceedings of the Advances in Neural Networks, 2009

The analysis of microarray datasets using a genetic programming.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2009

2008
Feature extraction using constrained maximum variance mapping.
Pattern Recognit., 2008

Grooming of dynamic traffic in WDM star and tree networks using a genetic algorithm.
Photonic Netw. Commun., 2008

Cancer classification using Rotation Forest.
Comput. Biol. Medicine, 2008

Constrained Maximum Variance Mapping.
Proceedings of the International Joint Conference on Neural Networks, 2008

A GP Based Approach to the Classification of Multiclass Microarray Datasets.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

2007
Evolutionary Grooming of Traffic in WDM Optical Networks.
Proceedings of the Advances in Evolutionary Computing for System Design, 2007

Application of Self-Organizing Map in Aerosol Single Particles Data Clustering.
Proceedings of the International Joint Conference on Neural Networks, 2007

A Hybrid HMM/ANN Based Approach for Online Signature Verification.
Proceedings of the International Joint Conference on Neural Networks, 2007

Multi-sub-swarm particle swarm optimization algorithm for multimodal function optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Microarray data prediction by evolutionary classifier ensemble system.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Improving the performance of ICA based microarray data prediction models with genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
A Genetic Algorithm Approach to the Grooming of Dynamic Traffic in Tree and Star Networks with Bifurcation
CoRR, 2006

2005
Combining GA with Splitting Methods for Rearrangeably Nonblocking Grooming of Dynamic Traffic in SONET Ring Networks.
Photonic Netw. Commun., 2005

2004
A new approach to improving the grooming performance with dynamic traffic in SONET rings.
Comput. Networks, 2004


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