All Stories

  1. From Time-Series Prediction to System Modeling: A Dual-Attention Framework for Multi-Source Interaction in Soybean Futures Markets

    Article • Electronics, May 2026, MDPI AG

    Prof. & Dr. Hongjiu Liu

  2. 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

  3. TiM4Rec: An efficient sequential recommendation model based on time-aware structured state space duality model

    Article • Neurocomputing, November 2025, Elsevier

    Prof. & Dr. Hongjiu Liu

  4. 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

  5. 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

  6. 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

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

    Article • Symmetry, January 2025, MDPI AG

    Prof. & Dr. Hongjiu Liu

  8. 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

  9. 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

  10. MDCNN: Multi-Teacher Distillation-Based CNN for News Text Classification

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

    Prof. & Dr. Hongjiu Liu

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

    Article • Information, December 2024, MDPI AG

    Prof. & Dr. Hongjiu Liu

  12. 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

  13. Nonlinear parsimonious modeling based on Copula–LoGo

    Article • Expert Systems with Applications, December 2024, Elsevier

    Prof. & Dr. Hongjiu Liu

  14. Spatiotemporal Analysis of Coupling-Coordination Between Developments of Economic High-Quality and Ecological Innovation of China’s Inter-Provinces

    Article • Computational Economics, November 2024, Springer Science + Business Media

    Prof. & Dr. Hongjiu Liu

  15. 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

  16. 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

  17. 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

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

    Article • Applied Sciences, September 2023, MDPI AG

    Prof. & Dr. Hongjiu Liu

  19. 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

  20. 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

  21. 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

  22. 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