All Stories

  1. Targeted Mining of Local Periodic Patterns

    Article • July 2024, ACM (Association for Computing Machinery)

    Professor Wei Song

  2. Rating Refinement and Optimized Clustering for Rating Prediction using Collaborative Filtering

    Article • July 2024, ACM (Association for Computing Machinery)

    Professor Wei Song

  3. Super-resolution based on multi-scale feature aggregation adversarial networks

    Article • January 2024, ACM (Association for Computing Machinery)

    Professor Wei Song

  4. GERWkNN: GPU-accelerated Exact Random Walk-based kNN Query in Large Graphs

    Article • November 2023, ACM (Association for Computing Machinery)

    Professor Wei Song

  5. An Image Segmentation and Transfer Learning based Prediagnosis of Melanoma beyond pathological

    Article • December 2022, ACM (Association for Computing Machinery)

    Professor Wei Song

  6. Discriminative information learning with Feature Erasing for Video-Based Person Re-Identification

    Article • December 2022, ACM (Association for Computing Machinery)

    Professor Wei Song

  7. FPGA-based Edge Detection Algorithm for Molten Droplet Images

    Article • May 2022, ACM (Association for Computing Machinery)

    Professor Wei Song

  8. Hybrid Recommendation Based on Matrix Factorization and Deep Learning

    Article • May 2022, ACM (Association for Computing Machinery)

    Professor Wei Song

  9. Mining High Utility Itemsets with Hill Climbing and Simulated Annealing

    Article • ACM Transactions on Management Information Systems, March 2022, ACM (Association for Computing Machinery)

    M. Saqib Nawaz, Professor Wei Song, Prof. Philippe Fournier-Viger

  10. Mining sequential patterns with flexible constraints from MOOC data

    Article • Applied Intelligence, March 2022, Springer Science + Business Media

    Professor Wei Song

  11. Pattern Mining: Current Challenges and Opportunities

    Article • January 2022, Springer Science + Business Media

    Professor Wei Song

  12. CHUQI-Miner: Mining Correlated Quantitative High Utility Itemsets

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  13. Design and implementation of a bluetooth data communication middleware on smart phone

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  14. Mining Unexpected Sequential Patterns from MOOC Data

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  15. TopUMS: Top-k Utility Mining in Stream Data

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  16. Generalized maximal utility for mining high average-utility itemsets

    Article • Knowledge and Information Systems, October 2021, Springer Science + Business Media

    Professor Wei Song

  17. Heuristically mining the top-k high-utility itemsets with cross-entropy optimization

    Article • Applied Intelligence, July 2021, Springer Science + Business Media

    Professor Wei Song

  18. Generate Personalized Explanations for Recommendation based on Keywords

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  19. Collaborative Filtering Based on Clustering and Simulated Annealing

    Article • May 2021, ACM (Association for Computing Machinery)

    Professor Wei Song

  20. A Super-resolution Image Reconstruction Algorithm of Molten Droplet Based on Multi-feature Fusion Method

    Article • May 2021, ACM (Association for Computing Machinery)

    Professor Wei Song

  21. Artificial Fish Swarm Algorithm for Mining High Utility Itemsets

    Article • January 2021, Springer Science + Business Media

    Professor Wei Song

  22. Discovering Periodic High Utility Itemsets in a Discrete Sequence

    Article • January 2021, Springer Science + Business Media

    Professor Wei Song

  23. Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining

    Article • January 2021, Springer Science + Business Media

    Professor Wei Song

  24. Machine Learning for Intelligent Industrial Design

    Article • January 2021, Springer Science + Business Media

    Professor Wei Song

  25. Mining High Utility Itemsets Using Ant Colony Optimization

    Article • January 2021, Springer Science + Business Media

    Professor Wei Song

  26. Mining Skyline Frequent-Utility Itemsets with Utility Filtering

    Article • January 2021, Springer Science + Business Media

    Professor Wei Song

  27. SFU-CE: Skyline Frequent-Utility Itemset Discovery Using the Cross-Entropy Method

    Article • January 2021, Springer Science + Business Media

    Professor Wei Song

  28. A Hybrid Method for Short-Term Traffic Flow Prediction

    Article • August 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  29. Mining High Utility Co-location Patterns Using the Maximum Clique and the Subsume Index

    Article • May 2020, ACM (Association for Computing Machinery)

    Professor Wei Song, Qiao Qian

  30. Discovering High Utility Itemsets Using Set-Based Particle Swarm Optimization

    Article • January 2020, Springer Science + Business Media

    Professor Wei Song

  31. TKU-CE: Cross-Entropy Method for Mining Top-K High Utility Itemsets

    Article • January 2020, Springer Science + Business Media

    Professor Wei Song

  32. A Non-Negative Matrix Factorization for Recommender Systems Based on Dynamic Bias

    Article • January 2019, Springer Science + Business Media

    Professor Wei Song

  33. Hybrid Recommendation Algorithm Based on Weighted Bipartite Graph and Logistic Regression

    Article • January 2019, Springer Science + Business Media

    Professor Wei Song

  34. Mining multi-relational high utility itemsets from star schemas

    Article • Intelligent Data Analysis, February 2018, IOS Press

    Professor Wei Song

  35. Mining High Utility Sequential Patterns Using Maximal Remaining Utility

    Article • January 2018, Springer Science + Business Media

    Professor Wei Song

  36. Discovering High Utility Itemsets Based on the Artificial Bee Colony Algorithm

    Article • January 2018, Springer Science + Business Media

    Professor Wei Song

  37. Mining High Utility Itemsets Using Bio-Inspired Algorithms: A Diverse Optimal Value Framework

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  38. Visual methods for time-varying intersection traffic flow data

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  39. Discovering high utility itemset using MapReduce

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  40. Binary partition for itemsets expansion in mining high utility itemsets

    Article • Intelligent Data Analysis, June 2016, IOS Press

    Professor Wei Song

  41. A high utility itemset mining algorithm based on subsume index

    Article • Knowledge and Information Systems, December 2015, Springer Science + Business Media

    Professor Wei Song

  42. Visualization of IoV Warning Data Based on Warning Velocity Association Model

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  43. A Visualizer for High Utility Itemset Mining

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  44. BAHUI:

    Article • International Journal of Data Warehousing and Mining, January 2014, IGI Global

    Professor Wei Song

  45. Personalized Recommendation Based on Weighted Sequence Similarity

    Article • January 2014, Springer Science + Business Media

    Professor Wei Song

  46. Mining high utility itemsets by dynamically pruning the tree structure

    Article • Applied Intelligence, May 2013, Springer Science + Business Media

    Professor Wei Song

  47. Vertical mining for high utility itemsets

    Article • August 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  48. Dynamic FP-Tree Pruning for Concurrent Frequent Itemsets Mining

    Article • January 2012, Springer Science + Business Media

    Professor Wei Song

  49. Discovering Frequent Itemsets over P2P Network

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  50. P2PKMM: A Hybrid Clustering Algorithm over P2P Network

    Article • April 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  51. Meta itemset: a new concise representation of frequent itemset

    Article • Journal of Experimental & Theoretical Artificial Intelligence, December 2009, Taylor & Francis

    Professor Wei Song

  52. Building Accurate Associative Classifier Based on Closed Itemsets and Certainty Factor

    Article • November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  53. Mining concise Association Rules based on generators and closed itemsets

    Article • July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  54. A New Algorithm for Mining Weighted Closed Sequential Pattern

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  55. Research on a New Development Framework for Mobile Games

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  56. Discovering Informative Association Rules for Associative Classification

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  57. A new associative classifier for text categorization

    Article • November 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  58. Comparison study on different core attributes

    Article • Fuzzy Optimization and Decision Making, October 2008, Springer Science + Business Media

    Professor Wei Song

  59. New Attribute Reduction Based on Rough Set

    Article • October 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  60. Index-BitTableFI: An improved algorithm for mining frequent itemsets

    Article • Knowledge-Based Systems, August 2008, Elsevier

    Professor Wei Song

  61. INDEX-MAXMINER: A NEW MAXIMAL FREQUENT ITEMSET MINING ALGORITHM

    Article • International Journal on Artificial Intelligence Tools, April 2008, World Scientific Pub Co Pte Lt

    Professor Wei Song

  62. A New Web Text Clustering Algorithm Based on DFSSM

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  63. A Quick Algorithm for Computing Core Based on the Positive Region

    Article • July 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  64. Intelligent Decision Support System Based on Data Mining: Foreign Trading Case Study

    Article • May 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Wei Song

  65. New construction for expert system based on innovative knowledge discovery technology

    Article • Science in China Series F Information Sciences, February 2007, Springer Science + Business Media

    Professor Wei Song

  66. KD(D K): A New Knowledge Discovery Process Model for Complex Systems

    Article • ACTA AUTOMATICA SINICA, January 2007, China Science Publishing & Media Ltd.

    Professor Wei Song

  67. The Extended Alpha-triple I Algorithm Based on the Generalized Implication Operator

    Article • Fuzzy Optimization and Decision Making, April 2006, Springer Science + Business Media

    Professor Wei Song

  68. Application Research of Cognitive Physics in Data Mining

    Article • Journal of Computer Research and Development, January 2006, China Science Publishing & Media Ltd.

    Professor Wei Song

  69. KDK BASED DOUBLE-BASIS FUSION MECHANISM AND ITS PROCESS MODEL

    Article • International Journal on Artificial Intelligence Tools, June 2005, World Scientific Pub Co Pte Lt

    Professor Wei Song

  70. Comparison Study on Different Core Attributes

    Article • Springer Science + Business Media

    Professor Wei Song