Yanchun Liang

According to our database, Yanchun Liang authored at least 182 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Troublemaker Learning for Low-Light Image Enhancement.

Yinghao Song, Zhiyuan Cao, Wanhong Xiang, Sifan Long, Bo Yang, Hongwei Ge, Yanchun Liang, Chunguo Wu

CoRR, 2024

2023

Efficient Self-learning Evolutionary Neural Architecture Search.

Zhengzhong Qiu, Wei Bi, Dong Xu, Hua Guo, Hongwei Ge, Yanchun Liang, Heow Pueh Lee, Chunguo Wu

Appl. Soft Comput., October, 2023

Cross-Domain Meta-Learner for Cold-Start Recommendation.

Renchu Guan, Haoyu Pang, Fausto Giunchiglia, Yanchun Liang, Xiaoyue Feng

IEEE Trans. Knowl. Data Eng., August, 2023

Water Quality Prediction Based on Machine Learning and Comprehensive Weighting Methods.

Xianhe Wang, Ying Li, Qian Qiao, Adriano Tavares, Yanchun Liang

Entropy, August, 2023

Chinese Few-Shot Named Entity Recognition and Knowledge Graph Construction in Managed Pressure Drilling Domain.

Siqing Wei, Yanchun Liang, Xiaoran Li, Xiaohui Weng, Jiasheng Fu, Xiaosong Han

Entropy, July, 2023

Multilayer Perceptron Network Optimization for Chaotic Time Series Modeling.

Mu Qiao, Yanchun Liang, Adriano Tavares, Xiaohu Shi

Entropy, July, 2023

LFDNN: A Novel Hybrid Recommendation Model Based on DeepFM and LightGBM.

Houchou Han, Yanchun Liang, Gábor Bella, Fausto Giunchiglia, Dalin Li

Entropy, April, 2023

Incorporating Surprisingly Popular Algorithm and Euclidean distance-based adaptive topology into PSO.

Xuan Wu, Jizong Han, Di Wang, Pengyue Gao, Quanlong Cui, Liang Chen, Yanchun Liang, Han Huang, Heow Pueh Lee, Chunyan Miao, You Zhou, Chunguo Wu

Swarm Evol. Comput., 2023

Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems.

Yubin Xiao, Di Wang, Huanhuan Chen, Boyang Li, Wei Pang, Xuan Wu, Hao Li, Dong Xu, Yanchun Liang, You Zhou

CoRR, 2023

An Automatic Assessment Model of Adenoid Hypertrophy in MRI Images Based on Deep Convolutional Neural Networks.

Ziling He, Yubin Xiao, Xuan Wu, Yanchun Liang, You Zhou, Guanghui An

IEEE Access, 2023

Leveraging Hierarchical Similarities for Contrastive Clustering.

Yuanshu Li, Yubin Xiao, Xuan Wu, Lei Song, Yanchun Liang, You Zhou

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Research on Ethnic Pattern Generation Based on Generative Adversarial Networks.

Hao Wu, Wenze He, Xiongfei Li, Yanchun Liang

Proceedings of the 15th International Conference on Advanced Computational Intelligence, 2023

2D ViT and 1D CRNN-based Heart Sound Signals Detection Model.

Zihan Tao, Zhimin Ren, Xiaoli Yang, Yanchun Liang, Xiaohu Shi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Deep Feature-Based Text Clustering and its Explanation.

Renchu Guan, Hao Zhang, Yanchun Liang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng

IEEE Trans. Knowl. Data Eng., 2022

Amino acid environment affinity model based on graph attention network.

Xueheng Tong, Shuqi Liu, Jiawei Gu, Chunguo Wu, Yanchun Liang, Xiaohu Shi

J. Bioinform. Comput. Biol., 2022

Research and analysis of psychological data based on machine learning methods.

Guangshun Chen, Wei Lv, Junwei Ma, Yanchun Liang

Int. J. Wirel. Mob. Comput., 2022

DLD: An Optimized Chinese Speech Recognition Model Based on Deep Learning.

Hong Lei, Yue Xiao, Yanchun Liang, Dalin Li, Heow Pueh Lee

Complex., 2022

Discovering trends and hotspots of biosafety and biosecurity research via machine learning.

Renchu Guan, Haoyu Pang, Yanchun Liang, Zhongjun Shao, Xin Gao, Dong Xu, Xiaoyue Feng

Briefings Bioinform., 2022

Protein Subcellular Localization Prediction by Combining ProtBert and BiGRU.

Zeyu Wang, Tao Lin, Xiaoli Yang, Yanchun Liang, Xiaohu Shi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Time and Time-Frequency Features Integrated CNN Model for Heart Sound Signals Detection.

Zhimin Ren, Yuheng Qiao, Yuping Yuan, You Zhou, Yanchun Liang, Xiaohu Shi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

DeepHBSP: A Deep Learning Framework for Predicting Human Blood-Secretory Proteins Using Transfer Learning.

Wei Du, Yu Sun, Hui-Min Bao, Liang Chen, Ying Li, Yanchun Liang

J. Comput. Sci. Technol., 2021

Revealing New Technologies in Ocean Engineering Research using Machine Learning.

Xin Li, Yanchun Liang, Biqian Chen, Baorun He, Yu Jiang

Int. J. Comput. Commun. Control, 2021

A block-encoding method for evolving neural network architecture.

Xiaohu Shi, Hongyan Guo, Chunguo Wu, Yanchun Liang, Zhiyong Chang

Int. J. Bio Inspired Comput., 2021

Cancer Research Trend Analysis Based on Fusion Feature Representation.

Jingqiao Wu, Xiaoyue Feng, Renchu Guan, Yanchun Liang

Entropy, 2021

Overlapping Community Detection Based on Membership Degree Propagation.

Rui Gao, Shoufeng Li, Xiaohu Shi, Yanchun Liang, Dong Xu

Entropy, 2021

Surprisingly Popular Algorithm-based Adaptive Euclidean Distance Topology Learning PSO.

Xuan Wu, Jizhong Han, Quanlong Cui, Liang Chen, Yanchun Liang, Han Huang, Heow Pueh Lee, You Zhou, Chunguo Wu

CoRR, 2021

Neural Architecture Search based on Cartesian Genetic Programming Coding Method.

Xuan Wu, Xiuyi Zhang, Linhan Jia, Liang Chen, Yanchun Liang, You Zhou, Chunguo Wu

CoRR, 2021

Relating brain structure images to personality characteristics using 3D convolution neural network.

Lixian Cao, Yanchun Liang, Wei Lv, Kaechang Park, Yasuhiro Miura, Yuki Shinomiya, Shinichi Yoshida

CAAI Trans. Intell. Technol., 2021

The bioinformatics toolbox for circRNA discovery and analysis.

Liang Chen, Changliang Wang, Huiyan Sun, Juexin Wang, Yanchun Liang, Yan Wang, Garry Wong

Briefings Bioinform., 2021

Crossed-Time Delay Neural Network for Speaker Recognition.

Liang Chen, Yanchun Liang, Xiaohu Shi, You Zhou, Chunguo Wu

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Deep Attention Diffusion Graph Neural Networks for Text Classification.

Yonghao Liu, Renchu Guan, Fausto Giunchiglia, Yanchun Liang, Xiaoyue Feng

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

COVID-19 Knowledge Graph for Drug and Vaccine Development.

Lan Huang, Hongrui Guan, Yanchun Liang, Renchu Guan, Xiaoyue Feng

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Acupuncture and Tuina Knowledge Graph for Ancient Literature of Traditional Chinese Medicine.

Xiaosong Han, Xiaoran Li, Yanchun Liang, Xinghao Wang, Dong Xu, Renchu Guan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

BioNMT: A Biomedical Neural Machine Translation System.

Hongtao Liu, Yanchun Liang, Liupu Wang, Xiaoyue Feng, Renchu Guan

Int. J. Comput. Commun. Control, November, 2020

Deep Learning Analysis and Age Prediction from Shoeprints.

Muhammad Hassan, Yan Wang, Di Wang, Daixi Li, Yanchun Liang, You Zhou, Dong Xu

CoRR, 2020

A dynamic programing approach to integrate gene expression data and network information for pathway model generation.

Yuexu Jiang, Yanchun Liang, Duolin Wang, Dong Xu, Trupti Joshi

Bioinform., 2020

A Novel Prediction Method for ATP-Binding Sites From Protein Primary Sequences Based on Fusion of Deep Convolutional Neural Network and Ensemble Learning.

Jiazhi Song, Yanchun Liang, Guixia Liu, Rongquan Wang, Liyan Sun, Ping Zhang

IEEE Access, 2020

DeepUEP: Prediction of Urine Excretory Proteins Using Deep Learning.

Wei Du, Ran Pang, Gaoyang Li, Huansheng Cao, Ying Li, Yanchun Liang

IEEE Access, 2020

2019

Identification and Functional Inference for Tumor-Associated Long Non-Coding RNA.

Ying Li, Ye He, Siyu Han, Yanchun Liang

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Particle swarm optimization based on dimensional learning strategy.

Guiping Xu, Quanlong Cui, Xiaohu Shi, Hongwei Ge, Zhi-Hui Zhan, Heow Pueh Lee, Yanchun Liang, Ran Tai, Chunguo Wu

Swarm Evol. Comput., 2019

Image Captioning with Bidirectional Semantic Attention-Based Guiding of Long Short-Term Memory.

Pengfei Cao, Zhongyi Yang, Liang Sun, Yanchun Liang, Mary Qu Yang, Renchu Guan

Neural Process. Lett., 2019

Relation path embedding in knowledge graphs.

Xixun Lin, Yanchun Liang, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan

Neural Comput. Appl., 2019

Boost particle swarm optimization with fitness estimation.

Lu Li, Yanchun Liang, Tingting Li, Chunguo Wu, Guozhong Zhao, Xiaosong Han

Nat. Comput., 2019

Feature space learning model.

Renchu Guan, Xu Wang, Maurizio Marchese, Mary Qu Yang, Yanchun Liang, Chen Yang

J. Ambient Intell. Humaniz. Comput., 2019

Facial Expression Decoding based on fMRI Brain Signal.

Benchun Cao, Yanchun Liang, Shinichi Yoshida, Renchu Guan

Int. J. Comput. Commun. Control, 2019

Warburg Effects in Cancer and Normal Proliferating Cells: Two Tales of the Same Name.

Huiyan Sun, Liang Chen, Sha Cao, Yanchun Liang, Ying Xu

Genom. Proteom. Bioinform., 2019

Capsule network for protein post-translational modification site prediction.

Duolin Wang, Yanchun Liang, Dong Xu

Bioinform., 2019

LncFinder: an integrated platform for long non-coding RNA identification utilizing sequence intrinsic composition, structural information and physicochemical property.

Siyu Han, Yanchun Liang, Qin Ma, Yangyi Xu, Yu Zhang, Wei Du, Cankun Wang, Ying Li

Briefings Bioinform., 2019

Deep Residual Convolutional Neural Network for Protein-Protein Interaction Extraction.

Hao Zhang, Renchu Guan, Fengfeng Zhou, Yanchun Liang, Zhi-Hui Zhan, Lan Huang, Xiaoyue Feng

IEEE Access, 2019

Simulation of Evacuating Crowd Based on Deep Learning and Social Force Model.

Xin Li, Yanchun Liang, Minghao Zhao, Chong Wang, Hongtao Bai, Yu Jiang

IEEE Access, 2019

A Fault Diagnostic Method for Induction Motors Based on Feature Incremental Broad Learning and Singular Value Decomposition.

Sai Biao Jiang, Pak-Kin Wong, Yanchun Liang

IEEE Access, 2019

An Efficient Fault Diagnostic Method for Three-Phase Induction Motors Based on Incremental Broad Learning and Non-Negative Matrix Factorization.

Sai Biao Jiang, Pak-Kin Wong, Renchu Guan, Yanchun Liang, Jia Li

IEEE Access, 2019

Surprisingly Popular Algorithm-Based Comprehensive Adaptive Topology Learning PSO.

Quanlong Cui, Chuan Tang, Guiping Xu, Chunguo Wu, Xiaohu Shi, Yanchun Liang, Liang Chen, Heow Pueh Lee, Han Huang

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

ESAE: Evolutionary Strategy-Based Architecture Evolution.

Xue Gu, Ziyao Meng, Yanchun Liang, Dong Xu, Han Huang, Xiaosong Han, Chunguo Wu

Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

2018

Text classification based on deep belief network and softmax regression.

Mingyang Jiang, Yanchun Liang, Xiaoyue Feng, Xiaojing Fan, Zhili Pei, Yu Xue, Renchu Guan

Neural Comput. Appl., 2018

A content-based recommender system for computer science publications.

Donghui Wang, Yanchun Liang, Dong Xu, Xiaoyue Feng, Renchu Guan

Knowl. Based Syst., 2018

A Knowledge Base Completion Model Based on Path Feature Learning.

Xixun Lin, Yanchun Liang, Limin Wang, Xu Wang, Mary Qu Yang, Renchu Guan

Int. J. Comput. Commun. Control, 2018

A hotspots analysis-relation discovery representation model for revealing diabetes mellitus and obesity.

Guannan He, Yanchun Liang, Yan Chen, William Yang, Jun S. Liu, Mary Qu Yang, Renchu Guan

BMC Syst. Biol., 2018

Exploring Trends of Lung Cancer Research Based on Word Representation.

Jingqiao Wu, Yanchun Liang, Xiaoyue Feng, Gang Song

Proceedings of the Artificial Intelligence and Mobile Services - AIMS 2018, 2018

2017

The method for breast cancer grade prediction and pathway analysis based on improved multiple kernel learning.

Tianci Song, Yan Wang, Wei Du, Sha Cao, Yuan Tian, Yanchun Liang

J. Bioinform. Comput. Biol., 2017

Globally-optimal prediction-based adaptive mutation particle swarm optimization.

Quanlong Cui, Qiuying Li, Gaoyang Li, Zhengguang Li, Xiaosong Han, Heow Pueh Lee, Yanchun Liang, Binghong Wang, Jingqing Jiang, Chunguo Wu

Inf. Sci., 2017

Architecture and key technologies for the mission planning system of space sensor network.

Anning Meng, Yanchun Liang, Hao Xu, Lining Xing, Xu Tan

Int. J. Sens. Networks, 2017

Overfitting Reduction of Text Classification Based on AdaBELM.

Xiaoyue Feng, Yanchun Liang, Xiaohu Shi, Dong Xu, Xu Wang, Renchu Guan

Entropy, 2017

RNA-TVcurve: a Web server for RNA secondary structure comparison based on a multi-scale similarity of its triple vector curve representation.

Ying Li, Xiaohu Shi, Yanchun Liang, Juan Xie, Yu Zhang, Qin Ma

BMC Bioinform., 2017

MusiteDeep: a deep-learning framework for general and kinase-specific phosphorylation site prediction.

Duolin Wang, Shuai Zeng, Chunhui Xu, Wangren Qiu, Yanchun Liang, Trupti Joshi, Dong Xu

Bioinform., 2017

A feature selection method based on multiple kernel learning with expression profiles of different types.

Wei Du, Zhongbo Cao, Tianci Song, Ying Li, Yanchun Liang

BioData Min., 2017

A Novel Method for Analysing the Population Dynamic Behavior of Particle Swarm Optimization.

Guiping Xu, Gaoyang Li, Jingqing Jiang, Yuqing Lin, Yanchun Liang, Heow Pueh Lee, Xiaohu Shi, Chunguo Wu

Proceedings of the 2017 IEEE International Conference on Computational Science and Engineering, 2017

A Feature Space Learning Model Based on Semi-Supervised Clustering.

Renchu Guan, Xu Wang, Maurizio Marchese, Yanchun Liang, Chen Yang

Proceedings of the 2017 IEEE International Conference on Computational Science and Engineering, 2017

IMPRes: Integrative MultiOmics pathway resolution algorithm and tool.

Yuexu Jiang, Yanchun Liang, Duolin Wang, Dong Xu, Trupti Joshi

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Relation discovery and hotspots analysis on diabetes mellitus and obesity with representation model.

Guannan He, Yanchun Liang, Yan Chen, William Yang, Jun S. Liu, Mary Qu Yang, Renchu Guan

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Decorrelation-Separability-Based Affinity Propagation for Semisupervised Clustering of Hyperspectral Images.

Chen Yang, Lorenzo Bruzzone, Haishi Zhao, Yanchun Liang, Renchu Guan

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Self-adaptive SVDD integrated with AP clustering for one-class classification.

Tong Wu, Yanchun Liang, Ramiro Varela, Chunguo Wu, Guozhong Zhao, Xiaosong Han

Pattern Recognit. Lett., 2016

An Efficient Artificial Fish Swarm Model with Estimation of Distribution for Flexible Job Shop Scheduling.

Hongwei Ge, Liang Sun, Xin Chen, Yanchun Liang

Int. J. Comput. Intell. Syst., 2016

Improving degree-based variable ordering heuristics for solving constraint satisfaction problems.

Hongbo Li, Yanchun Liang, Ning Zhang, Jinsong Guo, Dong Xu, Zhanshan Li

J. Heuristics, 2016

Compositional Learning of Relation Paths Embedding for Knowledge Base Completion.

Xixun Lin, Yanchun Liang, Renchu Guan

CoRR, 2016

A Hybrid Algorithm of Extreme Learning Machine and Sparse Auto-Encoder.

Yu Lin, Yanchun Liang, Shinichi Yoshida, Xiaoyue Feng, Renchu Guan

Proceedings of the Smart Computing and Communication, 2016

The BBC News Hunter: A Novel Crawler for BBC News.

Mingxin Wang, Ning Wang, Boran Wang, Can Tian, Yanchun Liang, Guozhong Zhao, Xiaosong Han

Proceedings of the Social Computing, 2016

PUEPro: A Computational Pipeline for Prediction of Urine Excretory Proteins.

Yan Wang, Wei Du, Yanchun Liang, Xin Chen, Chi Zhang, Wei Pang, Ying Xu

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015

Hybrid intelligent algorithm and its application in geological hazard risk assessment.

Ming Liu, Yude He, Jiaxin Wang, Heow Pueh Lee, Yanchun Liang

Neurocomputing, 2015

A novel filter feature selection method for paired microarray expression data analysis.

Zhongbo Cao, Yan Wang, Ying Sun, Wei Du, Yanchun Liang

Int. J. Data Min. Bioinform., 2015

Specific Biomarkers: Detection of Cancer Biomarkers Through High-Throughput Transcriptomics Data.

Wei Du, Zhongbo Cao, Yan Wang, Fengfeng Zhou, Wei Pang, Xin Chen, Yuan Tian, Yanchun Liang

Cogn. Comput., 2015

Cooperative differential evolution with fast variable interdependence learning and cross-cluster mutation.

Hongwei Ge, Liang Sun, Xin Yang, Shinichi Yoshida, Yanchun Liang

Appl. Soft Comput., 2015

Position on Interoperability Everywhere Under IoT-ARM.

Adriano Tavares, Fausto Giunchiglia, Hao Xu, Yanchun Liang

Proceedings of the 1st International Workshop on Semantic Technologies (IWOST), 2015

Exploring Trends of Cancer Research Based on Topic Model.

Mingliang Cui, Yanchun Liang, Yuping Li, Renchu Guan

Proceedings of the 1st International Workshop on Semantic Technologies (IWOST), 2015

2014

Support vector description of clusters for content-based image annotation.

Liang Sun, Hongwei Ge, Shinichi Yoshida, Yanchun Liang, Guozhen Tan

Pattern Recognit., 2014

A resampling ensemble algorithm for classification of imbalance problems.

Yun Qian, Yanchun Liang, Mu Li, Guoxiang Feng, Xiaohu Shi

Neurocomputing, 2014

Operon prediction by Markov clustering.

Wei Du, Zhongbo Cao, Yan Wang, Enrico Blanzieri, Chen Zhang, Yanchun Liang

Int. J. Data Min. Bioinform., 2014

Global prediction-based adaptive mutation particle swarm optimization.

Qiuying Li, Gaoyang Li, Xiaosong Han, Jianping Zhang, Yanchun Liang, Binghong Wang, Hong Li, Jinyu Yang, Chunguo Wu

Proceedings of the 10th International Conference on Natural Computation, 2014

Essential protein identification based on essential protein-protein interaction prediction by integrated edge weights.

Yuexu Jiang, Yan Wang, Wei Pang, Liang Chen, Huiyan Sun, Yanchun Liang, Enrico Blanzieri

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013

Incremental and Decremental Affinity Propagation for Semisupervised Clustering in Multispectral Images.

Chen Yang, Lorenzo Bruzzone, Renchu Guan, Laijun Lu, Yanchun Liang

IEEE Trans. Geosci. Remote. Sens., 2013

A novel multi-stage feature selection method for microarray expression data analysis.

Wei Du, Ying Sun, Yan Wang, Zhongbo Cao, Chen Zhang, Yanchun Liang

Int. J. Data Min. Bioinform., 2013

Multi-BP expert system for fault diagnosis of powersystem.

Deyin Ma, Yanchun Liang, Xiaoshe Zhao, Renchu Guan, Xiaohu Shi

Eng. Appl. Artif. Intell., 2013

PMTED: a plant microRNA target expression database.

Xiuli Sun, Boquan Dong, Lingjie Yin, Rongzhi Zhang, Wei Du, Dongfeng Liu, Nan Shi, Aili Li, Yanchun Liang, Long Mao

BMC Bioinform., 2013

Effective and stable feature selection method based on filter for gene signature identification in paired microarray data.

Zhongbo Cao, Yan Wang, Ying Sun, Wei Du, Yanchun Liang

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Making Simple Tabular ReductionWorks on Negative Table Constraints.

Hongbo Li, Yanchun Liang, Jinsong Guo, Zhanshan Li

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

A novel efficient local illumination compensation method based on DCT in logarithm domain.

Zhichao Lian, Meng Joo Er, Yanchun Liang

Pattern Recognit. Lett., 2012

A cooperative particle swarm optimizer with statistical variable interdependence learning.

Liang Sun, Shinichi Yoshida, Xiaochun Cheng, Yanchun Liang

Inf. Sci., 2012

Tri-mean-based statistical differential gene expression detection.

Zhaohua Ji, Chunguo Wu, Yao Wang, Renchu Guan, Huawei Tu, Xiaozhou Wu, Yanchun Liang

Int. J. Data Min. Bioinform., 2012

Multi-scale RNA comparison based on RNA triple vector curve representation.

Ying Li, Ming Duan, Yanchun Liang

BMC Bioinform., 2012

LS-SVR-based solving Volterra integral equations.

X. C. Guo, Chunguo Wu, Maurizio Marchese, Yanchun Liang

Appl. Math. Comput., 2012

2011

Text Clustering with Seeds Affinity Propagation.

Renchu Guan, Xiaohu Shi, Maurizio Marchese, Chen Yang, Yanchun Liang

IEEE Trans. Knowl. Data Eng., 2011

User experience evaluation of Google search for obtaining medical knowledge: a case study.

Liupu Wang, Juexin Wang, Michael Wang, Yanchun Liang, Dong Xu

Int. J. Data Min. Bioinform., 2011

A Support Vector and K-Means Based Hybrid Intelligent Data Clustering Algorithm.

Liang Sun, Shinichi Yoshida, Yanchun Liang

IEICE Trans. Inf. Syst., 2011

Feature Selection Algorithm Based on Least Squares Support Vector Machine and Particle Swarm Optimization.

Chuyi Song, Jingqing Jiang, Chunguo Wu, Yanchun Liang

Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

A novel method for RNA secondary structure prediction.

Chong Xing, Zhaohua Ji, Gang Wang, Yao Wang, Wei Shen, Yanchun Liang

Proceedings of the Seventh International Conference on Natural Computation, 2011

The Application of Fuzzy System Group in Intelligent Diagnosis for Power Tranformer.

Deyin Ma, Yanchun Liang, Xiaoshe Zhao, Zhexue Li, Xiaohu Shi

Proceedings of the Second International Conference on Digital Manufacturing and Automation, 2011

Identification of Salt Tolerance Genes in Rice from Microarray Data using SVM-RFE.

Juexin Wang, Fan Zhang, Yan Wang, Yuan Fu, Dong Xu, Yanchun Liang

Proceedings of the ISCA 3rd International Conference on Bioinformatics and Computational Biology, 2011

2010

A Fuzzy-Statistics-Based Affinity Propagation Technique for Clustering in Multispectral Images.

Chen Yang, Lorenzo Bruzzone, Fengyue Sun, Laijun Lu, Renchu Guan, Yanchun Liang

IEEE Trans. Geosci. Remote. Sens., 2010

Solving Job Shop Scheduling Problem Using Genetic Algorithm with Penalty Function.

Liang Sun, Xiaochun Cheng, Yanchun Liang

Int. J. Intell. Inf. Process., 2010

Adaptive and iterative least squares support vector regression based on quadratic Renyi entropy.

Jingqing Jiang, Chuyi Song, Haiyan Zhao, Chunguo Wu, Yanchun Liang

Int. J. Granul. Comput. Rough Sets Intell. Syst., 2010

PMirP: A pre-microRNA prediction method based on structure-sequence hybrid features.

Dongyu Zhao, Yan Wang, Di Luo, Xiaohu Shi, Liupu Wang, Dong Xu, Jun Yu, Yanchun Liang

Artif. Intell. Medicine, 2010

Gravitation field algorithm and its application in gene cluster.

Ming Zheng, Guixia Liu, Chunguang Zhou, Yanchun Liang, Yan Wang

Algorithms Mol. Biol., 2010

An integrated algorithm based on artificial bee colony and particle swarm optimization.

Xiaohu Shi, Yanwen Li, Haijun Li, Renchu Guan, Liupu Wang, Yanchun Liang

Proceedings of the Sixth International Conference on Natural Computation, 2010

Dynamic Scheduling for Semiconductor Wafer Fabrication Based on ETAEMS and MAS.

Xin Ma, Ying He, Xiaohu Shi, Yanchun Liang

Proceedings of the Fifth International Conference on Frontier of Computer Science and Technology, 2010

Wireless Digital Gas Meter with Lower Power Consumption.

Yu Jiang, Yanchun Liang, Yang Cui, Lili He, Yinghui Cao, Chengquan Hu

Proceedings of the Fifth International Conference on Frontier of Computer Science and Technology, 2010

Gene Expression Regulation in E-Cell Model Analog-Cell.

Xiaosong Han, Xinhua Lu, Chunguo Wu, Yanchun Liang

Proceedings of the Fifth International Conference on Frontier of Computer Science and Technology, 2010

2009

Corrigendum to "Catalog segmentation with double constraints in business" [Pattern Recognition Letters 30 (4) (2009) 440-448].

Xiujuan Xu, Yu Liu, Zhe Wang, Chunguang Zhou, Yanchun Liang

Pattern Recognit. Lett., 2009

Catalog segmentation with double constraints in business.

Xiujuan Xu, Yu Liu, Zhe Wang, Chunguang Zhou, Yanchun Liang

Pattern Recognit. Lett., 2009

Identification and control of nonlinear systems by a time-delay recurrent neural network.

Hong-Wei Ge, Wenli Du, Feng Qian, Yanchun Liang

Neurocomputing, 2009

A hybrid ACO/PSO algorithm and its applications.

Yi Zhang, Meng Zhang, Yanchun Liang

Int. J. Model. Identif. Control., 2009

Methods for labeling error detection in microarrays based on the effect of data perturbation on the regression model.

Chen Zhang, Chunguo Wu, Enrico Blanzieri, You Zhou, Yan Wang, Wei Du, Yanchun Liang

Bioinform., 2009

Immune Particle Swarm Optimization for Support Vector Regression on Forest Fire Prediction.

Yan Wang, Juexin Wang, Wei Du, Chuncai Wang, Yanchun Liang, Chunguang Zhou, Lan Huang

Proceedings of the Advances in Neural Networks, 2009

Effects of the short-cut connection on the dynamics of a delayed ring neural network.

Xu Xu, Yanchun Liang

Proceedings of the International Joint Conference on Neural Networks, 2009

An incremental affinity propagation algorithm and its applications for text clustering.

Xiaohu Shi, Renchu Guan, Liupu Wang, Zhili Pei, Yanchun Liang

Proceedings of the International Joint Conference on Neural Networks, 2009

Incorporating Biological Knowledge into Density-Based Clustering Analysis of Gene Expression Data.

Sun Hang, You Zhou, Yanchun Liang

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

2008

An Effective PSO and AIS-Based Hybrid Intelligent Algorithm for Job-Shop Scheduling.

Hong-Wei Ge, Liang Sun, Yanchun Liang, Feng Qian

IEEE Trans. Syst. Man Cybern. Part A, 2008

A Fuzzy-Statistics-Based Principal Component Analysis (FS-PCA) Method for Multispectral Image Enhancement and Display.

Chen Yang, Laijun Lu, Heping Lin, Renchu Guan, Xiaohu Shi, Yanchun Liang

IEEE Trans. Geosci. Remote. Sens., 2008

An artificial neural network method for combining gene prediction based on equitable weights.

You Zhou, Yanchun Liang, Chengquan Hu, Liupu Wang, Xiaohu Shi

Neurocomputing, 2008

A novel LS-SVMs hyper-parameter selection based on particle swarm optimization.

Xinchen Guo, Jinhui Yang, Chunguo Wu, Chaoyong Wang, Yanchun Liang

Neurocomputing, 2008

A Novel Approach for Classifying Human Cancers.

Shuqin Wang, Chunbao Zhou, Yingsi Wu, Jianxin Wang, Chunguang Zhou, Yanchun Liang

Proceedings of the 9th International Conference for Young Computer Scientists, 2008

An Ant Colony Optimization Method for Prize-collecting Traveling Salesman Problem with Time Windows.

Xiaohu Shi, Liupu Wang, You Zhou, Yanchun Liang

Proceedings of the Fourth International Conference on Natural Computation, 2008

SOM2W and RBF Neural Network-Based Hybrid Models and Their Applications to New Share Pricing.

Xuming Han, Limin Wang, Xiaohu Shi, Yanchun Liang

Proceedings of the Fourth International Conference on Natural Computation, 2008

Unsupervised key-phrases extraction from scientific papers using domain and linguistic knowledge.

Mikalai Krapivin, Maurizio Marchese, Andrei Yadrantsau, Yanchun Liang

Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008

A time delay neural network for dynamical system control.

Xu Xu, Liming Wan, X. L. Wang, L. K. Wang, Yanchun Liang

Proceedings of the FUZZ-IEEE 2008, 2008

The Application of Support Vector Machine to Operon Prediction.

Xiumei Wang, Wei Du, Yan Wang, Chen Zhang, Chunguang Zhou, Shuqin Wang, Yanchun Liang

Proceedings of the International Conference on Bio-Science and Bio-Technology, 2008

Improved Quantum-Inspired Evolutionary Algorithm and Its Application to 3-SAT Problems.

Xiaoyue Feng, Enrico Blanzieri, Yanchun Liang

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007

Machine Learning-Based Keywords Extraction for Scientific Literature.

Chunguo Wu, Maurizio Marchese, Jingqing Jiang, Alexander Ivanyukovich, Yanchun Liang

J. Univers. Comput. Sci., 2007

Particle swarm optimization-based algorithms for TSP and generalized TSP.

Xiaohu Shi, Yanchun Liang, H. P. Lee, C. Lu, Q. X. Wang

Inf. Process. Lett., 2007

A novel quantum swarm evolutionary algorithm and its applications.

Yan Wang, Xiaoyue Feng, Yanxin Huang, Dongbing Pu, Wengang Zhou, Yanchun Liang, Chunguang Zhou

Neurocomputing, 2007

A multi-approaches-guided genetic algorithm with application to operon prediction.

Shuqin Wang, Yan Wang, Wei Du, Fangxun Sun, Xiumei Wang, Chunguang Zhou, Yanchun Liang

Artif. Intell. Medicine, 2007

Automated Methods of Predicting the Function of Biological Sequences Using GO and Rough Set.

Xu-Ning Tang, Zhichao Lian, Zhi-Li Pei, Yanchun Liang

Proceedings of the Pattern Recognition in Bioinformatics, 2007

A Novel Method for Prediction of Protein Domain Using Distance-Based Maximal Entropy.

Shu-Xue Zou, Yanxin Huang, Yan Wang, Chengquan Hu, Yanchun Liang, Chunguang Zhou

Proceedings of the Advances in Neural Networks, 2007

An Improved Fuzzy Neural Network for Ultrasonic Motors Control.

Xu Xu, Yuxiao Zhang, Yanchun Liang, Xiaowei Yang, Zhifeng Hao

Proceedings of the Advances in Neural Networks, 2007

Operon Prediction Using Neural Network Based on Multiple Information of Log-Likelihoods.

Wei Du, Yan Wang, Shuqin Wang, Xiumei Wang, Fangxun Sun, Chen Zhang, Chunguang Zhou, Chengquan Hu, Yanchun Liang

Proceedings of the Advances in Neural Networks, 2007

A Novel Time-Delay Recurrent Neural Network and Application for Identifying and Controlling Nonlinear Systems.

Hongwei Ge, Wenli Du, Feng Qian, Yanchun Liang

Proceedings of the Third International Conference on Natural Computation, 2007

Improved Bacterial Foraging Algorithms and Their Applications to Job Shop Scheduling Problems.

Chunguo Wu, Na Zhang, Jingqing Jiang, Jinhui Yang, Yanchun Liang

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

A Multi-gene-Feature-Based Genetic Algorithm for Prediction of Operon.

Shuqin Wang, Yan Wang, Wei Du, Fangxun Sun, Xiumei Wang, Yanchun Liang, Chunguang Zhou

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Text Categorization Method Based on Improved Mutual Information and Characteristic Weights Evaluation Algorithms.

Zhi-Li Pei, Xiaohu Shi, Maurizio Marchese, Yanchun Liang

Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

An Improved Ant Colony Optimization Algorithm Based on Route Optimization and Its Applications in Travelling Salesman Problem.

Yi Zhang, Zhi-Li Pei, Jinhui Yang, Yanchun Liang

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006

Identification and Speed Control of Ultrasonic Motors Based on Modified Immune Algorithm and Elman Neural Networks.

Qiao Zhang, Xu Xu, Yanchun Liang

Proceedings of the Rough Sets and Current Trends in Computing, 2006

An Improved OIF Elman Neural Network and Its Applications to Stock Market.

Limin Wang, Yanchun Liang, Xiaohu Shi, Ming Li, Xuming Han

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Selection for Feature Gene Subset in Microarray Expression Profiles Based on a Hybrid Algorithm Using SVM and GA.

Wei Xiong, Chen Zhang, Chunguang Zhou, Yanchun Liang

Proceedings of the Frontiers of High Performance Computing and Networking, 2006

A Dynamic Time Delay Neural Network for Ultrasonic Motor Identification and Control.

Yanchun Liang, Jie Zhang, Xu Xu, Xiaowei Yang, Zhifeng Hao

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Mutual Conversion of Regression and Classification Based on Least Squares Support Vector Machines.

Jingqing Jiang, Chuyi Song, Chunguo Wu, Yanchun Liang, Xiaowei Yang, Zhifeng Hao

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

PSO-Based Hyper-Parameters Selection for LS-SVM Classifiers.

X. C. Guo, Yanchun Liang, Chunguo Wu, C. Y. Wang

Proceedings of the Neural Information Processing, 13th International Conference, 2006

An Improved Elman Neural Network with Profit Factors and Its Applications.

Limin Wang, Xiaohu Shi, Yanchun Liang, Xuming Han

Proceedings of the Intelligent Computing, 2006

Mechanism Design and Analysis of Genetic Operations in Solving Traveling Salesman Problems.

Hong-Wei Ge, Yanchun Liang, Maurizio Marchese, Lu Wang

Proceedings of the Intelligent Computing, 2006

Support Vector Machine Regression Algorithm Based on Chunking Incremental Learning.

Jingqing Jiang, Chuyi Song, Chunguo Wu, Maurizio Marchese, Yanchun Liang

Proceedings of the Computational Science, 2006

Study and Improvement of Iris Location Algorithm.

Caitang Sun, Chunguang Zhou, Yanchun Liang, Xiangdong Liu

Proceedings of the Advances in Biometrics, International Conference, 2006

Selection for Feature Gene Subset in Microarray Expression Profiles Based on an Improved Genetic Algorithm.

Chen Zhang, Yanchun Liang, Wei Xiong, Hong-Wei Ge

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2005

Optimal partition algorithm of the RBF neural network and its application to financial time series forecasting.

Y. F. Sun, Yanchun Liang, W. L. Zhang, H. P. Lee, W. Z. Lin, Lijuan Cao

Neural Comput. Appl., 2005

An improved GA and a novel PSO-GA-based hybrid algorithm.

Xiaohu Shi, Yanchun Liang, H. P. Lee, Chun Lu, L. M. Wang

Inf. Process. Lett., 2005

A Quantile-Data Mapping Model for Value-at-Risk Based on BP and Support Vector Regression.

Xiaodao Wu, Yanfeng Sun, Yanchun Liang

Proceedings of the Internet and Network Economics, First International Workshop, 2005

Stability and Bifurcation of a Neuron Model with Delay-Dependent Parameters.

Xu Xu, Yanchun Liang

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Multi-category Classification by Least Squares Support Vector Regression.

Jingqing Jiang, Chunguo Wu, Yanchun Liang

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Equivalence of Classification and Regression Under Support Vector Machine Theory.

Chunguo Wu, Yanchun Liang, Xiaowei Yang, Zhifeng Hao

Proceedings of the Advances in Natural Computation, First International Conference, 2005

A Novel Quantum Swarm Evolutionary Algorithm for Solving 0-1 Knapsack Problem.

Yan Wang, Xiaoyue Feng, Yanxin Huang, Wengang Zhou, Yanchun Liang, Chunguang Zhou

Proceedings of the Advances in Natural Computation, First International Conference, 2005

Medicine Composition Analysis Based on PCA and SVM.

Chaoyong Wang, Zhouyi Chen, Chunguo Wu, Yanchun Liang

Proceedings of the Advances in Natural Computation, First International Conference, 2005

Hybrid Chromosome Genetic Algorithm for Generalized Traveling Salesman Problems.

Han Huang, Xiaowei Yang, Zhifeng Hao, Chunguo Wu, Yanchun Liang, Xi Zhao

Proceedings of the Advances in Natural Computation, First International Conference, 2005

Determination of Methanol and Ethanol Synchronously in Ternary Mixture by NIRS and PLS Regression.

Qingfan Meng, Lirong Teng, Jiahui Lu, Chaojun Jiang, C. H. Gao, T. B. Du, Chunguo Wu, X. C. Guo, Yanchun Liang

Proceedings of the Computational Science and Its Applications, 2005

Solving Job-Shop Scheduling Problems by a Novel Artificial Immune System.

Hong-Wei Ge, Liang Sun, Yanchun Liang

Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

A Hidden Markov Model and Immune Particle Swarm Optimization-Based Algorithm for Multiple Sequence Alignment.

Hong-Wei Ge, Yanchun Liang

Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004

Improved Elman Networks and Applications for Controlling Ultrasonic Motors.

Xiaohu Shi, Yanchun Liang, H. P. Lee, W. Z. Lin, X. Xu, S. P. Lim

Appl. Artif. Intell., 2004

A Modified Integer-Coding Genetic Algorithm for Job Shop Scheduling Problem.

Chunguo Wu, Wei Xiang, Yanchun Liang, Chunguang Zhou

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

A Hybrid Algorithm for Combining Forecasting Based on AFTER-PSO.

Xiaoyue Feng, Yanchun Liang, Yanfeng Sun, Heow Pueh Lee, Chunguang Zhou, Yan Wang

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Time-Delay Recurrent Neural Networks for Dynamic Systems Control.

Xu Xu, Yinghua Lu, Yanchun Liang

Proceedings of the Advances in Neural Networks, 2004

A Rough-Set-Based Fuzzy-Neural-Network System for Taste Signal Identification.

Yanxin Huang, Chunguang Zhou, Shu-Xue Zou, Yan Wang, Yanchun Liang

Proceedings of the Advances in Neural Networks, 2004

A Hybrid Algorithm Based on PSO and SA and Its Application for Two-Dimensional Non-guillotine Cutting Stock Problem.

J. Q. Jiang, Yanchun Liang, Xiaohu Shi, H. P. Lee

Proceedings of the Computational Science, 2004

2003

Solving multi objective optimization problems using particle swarm optimization.

Libiao Zhang, Chunguang Zhou, Xiaohua Liu, Zhiqiang Ma, Ming Ma, Yanchun Liang

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Hybrid evolutionary algorithms based on PSO and GA.

Xiaohu Shi, Yinghua Lu, Chunguang Zhou, Heow Pueh Lee, W. Z. Lin, Yanchun Liang

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2002

Successive approximation training algorithm for feedforward neural networks.

Yanchun Liang, D. P. Feng, Heow Pueh Lee, Siak Piang Lim, K. H. Lee

Neurocomputing, 2002

2001

An equivalent genetic algorithm based on extended strings and its convergence analysis.

Yanchun Liang, Chunguang Zhou, Zaishen Wang, Heow Pueh Lee, Siak Piang Lim

Inf. Sci., 2001