All Stories

  1. Good things come in three: Generating SO Post Titles with Pre-Trained Models, Self Improvement and Post Ranking

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

    Phuong T. Nguyen

  2. Automatic Categorization of GitHub actions using few-shot learning

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

    Phuong T. Nguyen, Mudita Shakya

  3. Automated categorization of pre-trained models in software engineering: A case study with a Hugging Face dataset

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

    Phuong T. Nguyen

  4. When simplicity meets effectiveness: Detecting code comments coherence with word embeddings and LSTM

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

    Phuong T. Nguyen, Michael Dubem Igbomezie

  5. LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss

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

    Thanh Le Cong, Phuong T. Nguyen

  6. On the Limits of Lossy Compression for Human Activity Recognition in Sensor Networks

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  7. Automatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy

    Article • Soft Computing, September 2023, Springer Science + Business Media

    Phuong T. Nguyen

  8. Fusion of edge detection and graph neural networks to classifying electrocardiogram signals

    Article • Expert Systems with Applications, September 2023, Elsevier

    Phuong T. Nguyen

  9. Too long; didn’t read: Automatic summarization of GitHub README.MD with Transformers

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

    Phuong T. Nguyen

  10. Fusion of deep convolutional and LSTM recurrent neural networks for automated detection of code smells

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

    Anh Ho, Phuong T. Nguyen

  11. Dealing with Popularity Bias in Recommender Systems for Third-party Libraries: How far Are We?

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  12. MORGAN: a modeling recommender system based on graph kernel

    Article • Software & Systems Modeling, April 2023, Springer Science + Business Media

    Phuong T. Nguyen

  13. Fitting missing API puzzles with machine translation techniques

    Article • Expert Systems with Applications, April 2023, Elsevier

    Phuong T. Nguyen

  14. Edge detection and graph neural networks to classify mammograms: A case study with a dataset from Vietnamese patients

    Article • Applied Soft Computing, February 2023, Elsevier

    Phuong T. Nguyen

  15. Machine Learning for Managing Modeling Ecosystems: Techniques, Applications, and a Research Vision

    Article • January 2023, Springer Science + Business Media

    Phuong T. Nguyen

  16. Automatic detection of Covid-19 from chest X-ray and lung computed tomography images using deep neural networks and transfer learning

    Article • Applied Soft Computing, January 2023, Elsevier

    Phuong T. Nguyen

  17. Finding with NEMO

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

    Phuong T. Nguyen

  18. DeepLib: Machine translation techniques to recommend upgrades for third-party libraries

    Article • Expert Systems with Applications, September 2022, Elsevier

    Phuong T. Nguyen

  19. HybridRec: A recommender system for tagging GitHub repositories

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

    Phuong T. Nguyen

  20. Recommending API Function Calls and Code Snippets to Support Software Development

    Article • IEEE Transactions on Software Engineering, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  21. PILOT

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

    Phuong T. Nguyen, Irene Sala

  22. LEV4REC: A Low-Code Environment to Support the Development of Recommender Systems 

    Article • April 2022, Research Square

    Phuong T. Nguyen

  23. MemoRec: a recommender system for assisting modelers in specifying metamodels

    Article • Software & Systems Modeling, March 2022, Springer Science + Business Media

    Phuong T. Nguyen

  24. Endowing third-party libraries recommender systems with explicit user feedback mechanisms

    Article • March 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  25. Providing upgrade plans for third-party libraries: a recommender system using migration graphs

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

    Phuong T. Nguyen

  26. An Efficient Classification Algorithm for Traditional Textile Patterns from Different Cultures Based on Structures

    Article • Journal on Computing and Cultural Heritage, December 2021, ACM (Association for Computing Machinery)

    Tat-Bao-Thien Nguyen, Phuong T. Nguyen

  27. Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning

    Article • Expert Systems with Applications, December 2021, Elsevier

    Phuong T. Nguyen

  28. Correction to: Evaluation of a machine learning classifier for metamodels

    Article • Software & Systems Modeling, November 2021, Springer Science + Business Media

    Phuong T. Nguyen

  29. Adversarial Attacks to API Recommender Systems: Time to Wake Up and Smell the Coffee?

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

    Phuong T. Nguyen

  30. A GNN-based Recommender System to Assist the Specification of Metamodels and Models

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

    Phuong T. Nguyen

  31. A Lightweight Approach for the Automated Classification and Clustering of Metamodels

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

    Phuong T. Nguyen

  32. A tool to develop recommender system

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

    Phuong T. Nguyen

  33. Evaluation of a machine learning classifier for metamodels

    Article • Software & Systems Modeling, September 2021, Springer Science + Business Media

    Phuong T. Nguyen

  34. Adversarial Machine Learning: On the Resilience of Third-party Library Recommender Systems

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

    Phuong T. Nguyen

  35. Development of recommendation systems for software engineering: the CROSSMINER experience

    Article • Empirical Software Engineering, May 2021, Springer Science + Business Media

    Phuong T. Nguyen

  36. Unavailable Transit Feed Specification: Making It Available With Recurrent Neural Networks

    Article • IEEE Transactions on Intelligent Transportation Systems, April 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  37. Convolutional neural networks for enhanced classification mechanisms of metamodels

    Article • Journal of Systems and Software, February 2021, Elsevier

    Phuong T. Nguyen

  38. PostFinder: Mining Stack Overflow posts to support software developers

    Article • Information and Software Technology, November 2020, Elsevier

    Phuong T. Nguyen

  39. An extensible tool-chain for analyzing datasets of metamodels

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

    Phuong T. Nguyen

  40. Democratizing the development of recommender systems by means of low-code platforms

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

    Phuong T. Nguyen

  41. TopFilter

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

    Phuong T. Nguyen

  42. Deep Learning for Automated Recognition of Covid-19 from Chest X-ray Images

    Article • August 2020, Cold Spring Harbor Laboratory Press

    Phuong T. Nguyen

  43. Detecting Java software similarities by using different clustering techniques

    Article • Information and Software Technology, June 2020, Elsevier

    Phuong T. Nguyen

  44. A Multinomial Naïve Bayesian (MNB) Network to Automatically Recommend Topics for GitHub Repositories

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

    Phuong T. Nguyen

  45. Automated fruit recognition using EfficientNet and MixNet

    Article • Computers and Electronics in Agriculture, April 2020, Elsevier

    Phuong T. Nguyen

  46. CrossRec: Supporting software developers by recommending third-party libraries

    Article • Journal of Systems and Software, March 2020, Elsevier

    Phuong T. Nguyen

  47. An automated approach to assess the similarity of GitHub repositories

    Article • Software Quality Journal, February 2020, Springer Science + Business Media

    Phuong T. Nguyen

  48. Automated Classification of Metamodel Repositories: A Machine Learning Approach

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  49. FOCUS: A Recommender System for Mining API Function Calls and Usage Patterns

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Phuong T. Nguyen

  50. Enabling heterogeneous recommendations in OSS development

    Article • April 2019, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  51. Building Information Systems Using Collaborative-Filtering Recommendation Techniques

    Article • January 2019, Springer Science + Business Media

    Phuong T. Nguyen

  52. CrossSim: Exploiting Mutual Relationships to Detect Similar OSS Projects

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

    Phuong T. Nguyen

  53. Modification to K-Medoids and CLARA for Effective Document Clustering

    Article • January 2017, Springer Science + Business Media

    Phuong T. Nguyen

  54. An evaluation of SimRank and Personalized PageRank to build a recommender system for the Web of Data

    Article • May 2015, ACM (Association for Computing Machinery)

    Phuong T. Nguyen

  55. Finding Similar Artists from the Web of Data: A PageRank Based Semantic Similarity Metric

    Article • January 2015, Springer Science + Business Media

    Phuong T. Nguyen

  56. A Context-Aware Traffic Engineering Model for Software-Defined Networks

    Article • January 2015, Springer Science + Business Media

    Phuong T. Nguyen

  57. Content-Based Recommendations via DBpedia and Freebase: A Case Study in the Music Domain

    Article • January 2015, Springer Science + Business Media

    Phuong T. Nguyen

  58. A Context-Aware Model for the Management of Agent Platforms in Dynamic Networks

    Article • January 2014, Springer Science + Business Media

    Phuong T. Nguyen

  59. Building Consensus in Context-Aware Systems Using Ben-Or’s Algorithm: Some Proposals for Improving the Convergence Speed

    Article • January 2014, Springer Science + Business Media

    Phuong T. Nguyen

  60. A Context-Aware Model for the Management of Agent Platforms in Dynamic Networks

    Article • January 2014, Springer Science + Business Media

    Phuong T. Nguyen

  61. Building Consensus in Context-Aware Systems Using Ben-Or’s Algorithm: Some Proposals for Improving the Convergence Speed

    Article • January 2014, Springer Science + Business Media

    Phuong T. Nguyen