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成果及论文

·     Articles

[1] Shengbin Liang, Jiangyong Jin, Jia Ren, Wencai Du, Shenming Qu. An Improved Dual-Channel Deep Q-Network Model for Tourism Recommendation. Big Data, 2023 (SCI Q2)

[2] Shengbin Liang, et al. A model of integrating convolution and BiGRU dual-channel mechanism for Chinese medical text classifications. PLOS ONE, 2023 (SCI Q2)

[3] Shengbin Liang, Jiangyong Jin, Wencai Du, Shenming Qu. A Multi-Channel Text Sentiment Analysis Model Integrating Pre-training Mechanism. Information Technology and Control, 2023(SCI Q4)

[4] Mingyuan Yao, Haoran Sun, Shengbin Liang, Yanqing Shen, Niki Yukie. Hierarchical Medical Classification Based on DLCF.Computer and Information Science. 2022 (EI)

[5] Zhaoquan Hao, Jiangyong Jin, Shengbin Liang, Suying Cheng, Yanqing Shen. A DCRC Model for Text Classification.Computer and Information Science. 2022 (EI)

[6] Shenming Qu, Huafei Zhou, Bo Zhang, Shengbin Liang*. MSPNet: Multi-Scale Strip Pooling Network for Road Extraction from Remote Sensing Images. Applied Sciences. 12(8), 2022. (SCI Q2)

[7] Shenming Qu, Xinyu Yang, Yiming Gao, Shengbin Liang*. MonoDCG: Monocular 3D object detection based on dynamic convolution. PLOS ONE, 2022 (SCI Q2)

[8] Ma Huawei, Ma Jixin, Liang Shengbin*. A model of Integrating Bert and BiGRU+ Attention Dual-Channel Mechanism for Investor Sentiment Analysis of Stock Price Forecast (ICIS 2022, Best Paper, EI)

[9] Xiaoli Li, Tongtong Jiao, Jinfeng Ma, Dongxing Duan, Shengbin Liang*, LSDA-APF: A Local Obstacle Avoidance Algorithm for Unmanned Surface Vehicles Based on 5G Communication Environment, Computer Modelling in Engineering and Sciences. 2023. (SCI Q3)

[10] Liang Shengbin, Jiao Tongtong, Du Wencai, Qu Shenming. An improved ant colony optimization algorithm based on context for tourism route planning. PLOS One. (SCI Q2)

[11] Shengbin Liang, Xinan Chen, Jixin Ma, Wencai Du, & Huawei Ma. An Improved Double Channel Long Short-Term Memory Model for Medical Text Classification. Journal of Healthcare Engineering. (SCI Q2)

[12] Shenming Qu, Xuan Liu, Shengbin Liang*. Multi-Scale Super Pixels Dimension Reduction Hyperspectral Image Classification Algorithm Based on Low Rank Sparse Representation Joint Hierarchical Recursive Filtering. Sensors. (SCI Q2)

[13] Qu Shenming, Liu Xuan, Liang Shengbin*. Band Clustering and Improved Recursive Filtering for Hyperspectral Image Classification. (in Chinese). Remote Sensing Information, 2021,36(03), 25-31 (CSCD).

[14] Liang Shengbin, Zhu Bin, Qu Shenming. An Improved Clustering Algorithm Based on FOA and Autoencoder. (in Chinese). Journal of Henan University (Natural Science), 2020, 50(1), 70-79.

[15] Shengbin Liang, Lulu Bai & Hengming Zhang. Recommendation Algorithm Based on Improved Convolutional Neural Network and Matrix Factorization. (6th International Conference of Pioneering Computer Scientists, Engineers and Educators, (ICPCSEE 2020, EI).

[16] Shengbin Liang, Si Tian, Shengnan Liu. A new Adaptive Neighborhood Selection Algorithm of Local Tangent Space Alignment. International Journal of Advancements in Computing Technology, 2013, 5(1):826-834. (EI: 20130415927558).

[17] Shengbin Liang, Binbin Jiang, Le Wang, Rui Zhang. An Effective Strategy for Mining Frequent Itemsets from Uncertain Dataset. Journal of Convergence Information Technology, 2012, 7(17): 190-196. (EI: 20124115548297).

[18] Liang Shengbin, Dong Liang. Design of a collaborative evaluation system for green buildings based on SOA. (in Chinese). Compuer Engineering and Design, 2008, 29(23):6127-6129. (CSCD).

[19] Yujun Ma, Shengbin Liang*. A Routing Algorithm of Ant Colony Algorithm for Wireless Sensor Network, 2011 International Conference on Opto-Electronics Engineering and Information Science Proceedings, Shiraz, Iran, 2011. (EI).

[20] Yujun Ma, Shengbin Liang*. The research and application of multiple-export strategy routing of campus network. Proceedings of the 2012 International Conference on Cybernetics and Informatics, Chongqing, China, 2012. (EI: 20133216574949).

Books

[1] Object Oriented Programming in Java, Editor-in-chief, 2022/11, Tsinghua University Press. (in Chinese)

[2] Java Web Application Development and Practice (2nd Edition), Editor-in-chief, 2016/09, Tsinghua University Press. (in Chinese)

[3] Java Web Application Development and Practice (1st Edition), Editor-in-chief, 2012/08, Tsinghua University Press. (in Chinese)

[4] Java programming case tutorial, Editor-in-chief, 2011/01, Tsinghua University Press. (in Chinese)

[5] Web programming case tutorial, Associate Editor,2015/01,Henan University Press. (in Chinese)

[6] Web programming tutorial,Associate Editor,2013/01,Henan University Press. (in Chinese)

[7] 21 days of learning through Linux C programming, Associate Editor,2010/05,Electronic Industry Press. (in Chinese)

[8] C# language programming tutorial> Associate Editor, 2017/01, Henan University Press. (in Chinese).

Research Projects:

[1] Key Scientific Research Projects of Colleges and Universities in Henan Province: Alzheimer's disease diagnosis model based on graph neural network and self-learning mechanism (No. 23B520005), 2023.01-2024.12

[2] National Natural Science Foundation Project,Research on Key Technologies of Efficient Content Matching in Publish-Subscribe System Based on Subscription Matching Tree (No. 61272544/F020804), 2013.1-2016.12, Finished.

[3] Henan Province Science and Technology Research Project:Research on Core Technology of Resident Health Data Management Based on Cloud Platform (No. 162102210175), 2016.1-2017.12, Finished.

[4] Key Scientific Research Projects of Colleges and Universities in Henan Province: Research on User Interest Modelling Method and Recommendation Technology Integrating Multi-source Context (No. 20A520008), 2020.01-2021.12

[5] Key Scientific Research Projects of Colleges and Universities in Henan Province,Residents' health self-service physical examination platform and its big data analysis and processing in HER-Cloud (No.15A520049), 2015.1-2016.12, Finished.

[6] Henan Province Science and Technology Research Project, Research on Circuit Model of Quantum Multi-value Computing (No. 142300410126), 2015.1-2016.12, Finished.

[7] Key Scientific Research Projects of Colleges and Universities in Henan Province, Research on Spatial Data Storage Based on Hadoop (No. 16A520082), 2016.1-2017.12, Finished.

[8] Henan Province Science and Technology Research Project:Fast quantum reversible circuit generation system. 2011.1-2012.12, Finished.

[9] Henan Province Science and Technology Research Project:Non-destructive intelligent detection system for steel cable based on AGMI magnetic sensor. 2010.1-2011.12, Finished.

Patents:

[1] National Invention Patent: Method and system for file conversion and reading, No. 2015104662867.

[2] National Invention Patent: Information processing method, device and system, No. 2014100282826.

[3] National Invention Patent: Weighing data verification method, device, equipment and computer readable storage medium, No. 201910429279.8.