All Stories

  1. Multi-Scale Attention Fusion with Lesion-Area Focus for Knowledge-Enhanced Dermoscopic Skin Lesion Classification

    Article • Applied Sciences, December 2025, MDPI AG

    Prof. & Dr. Hongjiu Liu

  2. Multitarget Recognition of Flower Images Based on Lightweight Deep Neural Network and Transfer Learning

    Article • Advanced Intelligent Systems, August 2025, Wiley

    Prof. & Dr. Hongjiu Liu

  3. A Multi-Feature Stock Index Forecasting Approach Based on LASSO Feature Selection and Non-Stationary Autoformer

    Article • Electronics, May 2025, MDPI AG

    Prof. & Dr. Hongjiu Liu

  4. Multi-feature stock price prediction by LSTM networks based on VMD and TMFG

    Article • Journal Of Big Data, March 2025, Springer Science + Business Media

    Prof. & Dr. Hongjiu Liu

  5. Public Opinion Evolution Based on the Two-Dimensional Theory of Emotion and Top2Vec-RoBERTa

    Article • Symmetry, January 2025, MDPI AG

    Prof. & Dr. Hongjiu Liu

  6. Nonlinear Parsimonious Models for IoT Consumer Electronics: Leveraging Normal Distribution Transformations in Information Filtering Networks

    Article • IEEE Transactions on Consumer Electronics, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. & Dr. Hongjiu Liu

  7. Impact of International Environmental Emergency on Stock Market Dynamics: A RoBERTa Model and Pearson Correlation Approach

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. & Dr. Hongjiu Liu

  8. The Double-Layer Clustering Based on K-Line Pattern Recognition Based on Similarity Matching

    Article • Information, December 2024, MDPI AG

    Prof. & Dr. Hongjiu Liu

  9. A Study of Futures Price Forecasting with a Focus on the Role of Different Economic Markets

    Article • Information, December 2024, MDPI AG

    Prof. & Dr. Hongjiu Liu

  10. Enhanced stock price prediction with optimized ensemble modeling using multi-source heterogeneous data: Integrating LSTM attention mechanism and multidimensional gray model

    Article • Journal of Industrial Information Integration, November 2024, Elsevier

    Prof. & Dr. Hongjiu Liu

  11. Dimensions of Job Demands Among New-Generation Employees Based on Online Reviews by Employees

    Article • Behavioral Sciences, October 2024, MDPI AG

    Prof. & Dr. Hongjiu Liu

  12. Soybean futures price prediction with dual-stage attention-based long short-term memory: a decomposition and extension approach

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, December 2023, IOS Press

    Prof. & Dr. Hongjiu Liu

  13. Generating Image Descriptions of Rice Diseases and Pests Based on DeiT Feature Encoder

    Article • Applied Sciences, September 2023, MDPI AG

    Prof. & Dr. Hongjiu Liu

  14. Portrait of China’s common prosperity level based on GRA-TOPSIS and deep learning

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, August 2023, IOS Press

    Prof. & Dr. Hongjiu Liu

  15. A novel LASSO-ATT-LSTM model of stock price prediction based on multi-source heterogeneous data

    Article • Journal of Intelligent & Fuzzy Systems Applications in Engineering and Technology, June 2023, IOS Press

    Prof. & Dr. Hongjiu Liu

  16. A Deep Transfer Learning Toponym Extraction and Geospatial Clustering Framework for Investigating Scenic Spots as Cognitive Regions

    Article • ISPRS International Journal of Geo-Information, May 2023, MDPI AG

    Prof. & Dr. Hongjiu Liu

  17. Evaluating Risks of Mergers & Acquisitions by Grey Relational Analysis Based on Interval-Valued Intuitionistic Fuzzy Information

    Article • Mathematical Problems in Engineering, April 2019, Hindawi Publishing Corporation

    Prof. & Dr. Hongjiu Liu