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ORCIDPhuong T. Nguyen 0001
Phuong Thanh Nguyen 0001
Person information
- affiliation: University of L'Aquila, Italy
- affiliation (former): Friedrich Schiller University Jena, Germany
Other persons with the same name
- Phuong T. Nguyen 0002 — Microsoft Research (and 1 more)
- Phuong Thanh Nguyen 0002
![[0000-0002-1451-1317]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-1451-1317")
— National Institute of Genetics, Mishima, Japan
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2020 – today
- 2024
[j28]Trong-Tuan Nguyen, Van-Dat Thang, Van Thin Nguyen, Phuong T. Nguyen:
SGD method for entropy error function with smoothing l0 regularization for neural networks. Appl. Intell. 54(13-14): 7213-7228 (2024)- [j27]Davide Di Ruscio, Paola Inverardi, Patrizio Migliarini, Phuong T. Nguyen:
Leveraging privacy profiles to empower users in the digital society. Autom. Softw. Eng. 31(1): 16 (2024) - [j26]Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Riccardo Rubei, Davide Di Ruscio, Massimiliano Di Penta:
GPTSniffer: A CodeBERT-based classifier to detect source code written by ChatGPT. J. Syst. Softw. 214: 112059 (2024) - [j25]Linh T. Duong, Toan Bao Tran, Nhi H. Le, Vuong M. Ngo, Phuong T. Nguyen:
Automatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy. Soft Comput. 28(6): 5029-5044 (2024) - [j24]Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen:
LEV4REC: A feature-based approach to engineering RSSEs. J. Comput. Lang. 78: 101256 (2024) - [c36]Yen-Trang Dang, Thanh Le-Cong, Phuc-Thanh Nguyen, Anh M. T. Bui, Phuong T. Nguyen, Bach Le, Quyet-Thang Huynh:
LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss. EASE 2024: 181-190 - [c35]Claudio Di Sipio, Riccardo Rubei, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen:
Automated categorization of pre-trained models in software engineering: A case study with a Hugging Face dataset. EASE 2024: 351-356 - [c34]Michael Dubem Igbomezie, Phuong T. Nguyen, Davide Di Ruscio:
When simplicity meets effectiveness: Detecting code comments coherence with word embeddings and LSTM. EASE 2024: 411-416 - [i14]Yen-Trang Dang, Thanh Le-Cong, Phuc-Thanh Nguyen, Anh M. T. Bui, Phuong T. Nguyen, Bach Le, Quyet-Thang Huynh:
LEGION: Harnessing Pre-trained Language Models for GitHub Topic Recommendations with Distribution-Balance Loss. CoRR abs/2403.05873 (2024) - [i13]Claudio Di Sipio, Riccardo Rubei, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen:
Automated categorization of pre-trained models for software engineering: A case study with a Hugging Face dataset. CoRR abs/2405.13185 (2024) - [i12]Michael Dubem Igbomezie, Phuong T. Nguyen, Davide Di Ruscio:
When simplicity meets effectiveness: Detecting code comments coherence with word embeddings and LSTM. CoRR abs/2405.16272 (2024) - [i11]Trong-Tuan Nguyen, Van-Dat Thang, Nguyen Van Thin, Phuong T. Nguyen:
SGD method for entropy error function with smoothing l0 regularization for neural networks. CoRR abs/2405.18552 (2024) - [i10]Duc Anh Le, Anh M. T. Bui, Phuong T. Nguyen, Davide Di Ruscio:
Good things come in three: Generating SO Post Titles with Pre-Trained Models, Self Improvement and Post Ranking. CoRR abs/2406.15633 (2024) - [i9]Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Mudita Shakya, Davide Di Ruscio, Massimiliano Di Penta:
Automatic Categorization of GitHub Actions with Transformers and Few-shot Learning. CoRR abs/2407.16946 (2024) - 2023
- [j23]Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen, Riccardo Rubei:
HybridRec: A recommender system for tagging GitHub repositories. Appl. Intell. 53(8): 9708-9730 (2023) - [j22]Linh T. Duong, Phuong T. Nguyen, Ludovico Iovino, Michele Flammini:
Automatic detection of Covid-19 from chest X-ray and lung computed tomography images using deep neural networks and transfer learning. Appl. Soft Comput. 132: 109851 (2023) - [j21]Linh T. Duong, Cong Q. Chu, Phuong T. Nguyen, Son T. Nguyen, Binh Q. Tran:
Edge detection and graph neural networks to classify mammograms: A case study with a dataset from Vietnamese patients. Appl. Soft Comput. 134: 109974 (2023) - [j20]Phuong T. Nguyen, Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio, Massimiliano Di Penta:
Fitting missing API puzzles with machine translation techniques. Expert Syst. Appl. 216: 119477 (2023) - [j19]Linh T. Duong, Thi Thu Ha Doan, Cong Q. Chu, Phuong T. Nguyen:
Fusion of edge detection and graph neural networks to classifying electrocardiogram signals. Expert Syst. Appl. 225: 120107 (2023) - [j18]Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen, Alfonso Pierantonio:
MemoRec: a recommender system for assisting modelers in specifying metamodels. Softw. Syst. Model. 22(1): 203-223 (2023) - [j17]Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen:
MORGAN: a modeling recommender system based on graph kernel. Softw. Syst. Model. 22(5): 1427-1449 (2023) - [c33]Anh Ho, Anh M. T. Bui, Phuong T. Nguyen, Amleto Di Salle:
Fusion of deep convolutional and LSTM recurrent neural networks for automated detection of code smells. EASE 2023: 229-234 - [c32]Thu Thu Ha Doan, Phuong T. Nguyen, Juri Di Rocco, Davide Di Ruscio:
Too long; didn't read: Automatic summarization of GitHub README.MD with Transformers. EASE 2023: 267-272 - [c31]Jonas Schulz, Hristina Radak, Phuong T. Nguyen, Giang T. Nguyen, Frank H. P. Fitzek:
On the Limits of Lossy Compression for Human Activity Recognition in Sensor Networks. LCN 2023: 1-4 - [c30]Phuong T. Nguyen, Riccardo Rubei, Juri Di Rocco, Claudio Di Sipio, Davide Di Ruscio, Massimiliano Di Penta:
Dealing with Popularity Bias in Recommender Systems for Third-party Libraries: How far Are We? MSR 2023: 12-24 - [i8]Phuong T. Nguyen, Riccardo Rubei, Juri Di Rocco, Claudio Di Sipio, Davide Di Ruscio, Massimiliano Di Penta:
Dealing with Popularity Bias in Recommender Systems for Third-party Libraries: How far Are We? CoRR abs/2304.10409 (2023) - [i7]Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Riccardo Rubei, Davide Di Ruscio, Massimiliano Di Penta:
Is this Snippet Written by ChatGPT? An Empirical Study with a CodeBERT-Based Classifier. CoRR abs/2307.09381 (2023) - 2022
- [j16]Riccardo Rubei, Davide Di Ruscio, Claudio Di Sipio, Juri Di Rocco, Phuong T. Nguyen:
Providing upgrade plans for third-party libraries: a recommender system using migration graphs. Appl. Intell. 52(10): 12000-12015 (2022) - [j15]Phuong T. Nguyen, Juri Di Rocco, Riccardo Rubei, Claudio Di Sipio, Davide Di Ruscio:
DeepLib: Machine translation techniques to recommend upgrades for third-party libraries. Expert Syst. Appl. 202: 117267 (2022) - [j14]Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Davide Di Ruscio, Massimiliano Di Penta:
Recommending API Function Calls and Code Snippets to Support Software Development. IEEE Trans. Software Eng. 48(7): 2417-2438 (2022) - [c29]Amleto Di Salle, Alessandra Rota, Phuong T. Nguyen, Davide Di Ruscio, Francesca Arcelli Fontana, Irene Sala:
PILOT: synergy between text processing and neural networks to detect self-admitted technical debt. TechDebt@ICSE 2022: 41-45 - [c28]Juri Di Rocco, Claudio Di Sipio, Phuong T. Nguyen, Davide Di Ruscio, Alfonso Pierantonio:
Finding with NEMO: a recommender system to forecast the next modeling operations. MoDELS 2022: 154-164 - [c27]Riccardo Rubei, Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen:
Endowing third-party libraries recommender systems with explicit user feedback mechanisms. SANER 2022: 817-821 - [i6]Riccardo Rubei, Davide Di Ruscio, Claudio Di Sipio, Juri Di Rocco, Phuong T. Nguyen:
Providing Upgrade Plans for Third-party Libraries: A Recommender System using Migration Graphs. CoRR abs/2201.08201 (2022) - [i5]Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong T. Nguyen, Alfonso Pierantonio:
MemoRec: A Recommender System for Assisting Modelers in Specifying Metamodels. CoRR abs/2203.06068 (2022) - [i4]Davide Di Ruscio, Paola Inverardi, Patrizio Migliarini, Phuong T. Nguyen:
Leveraging Privacy Profiles to Empower Users in the Digital Society. CoRR abs/2204.00011 (2022) - 2021
- [j13]Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong Thanh Nguyen, Riccardo Rubei:
Development of recommendation systems for software engineering: the CROSSMINER experience. Empir. Softw. Eng. 26(4): 69 (2021) - [j12]Linh T. Duong, Nhi H. Le, Toan Bao Tran, Vuong M. Ngo, Phuong T. Nguyen:
Detection of tuberculosis from chest X-ray images: Boosting the performance with vision transformer and transfer learning. Expert Syst. Appl. 184: 115519 (2021) - [j11]Vuong M. Ngo, Thuy-Van T. Duong, Tat-Bao-Thien Nguyen, Phuong T. Nguyen, Owen Conlan:
An Efficient Classification Algorithm for Traditional Textile Patterns from Different Cultures Based on Structures. ACM Journal on Computing and Cultural Heritage 14(4): 53:1-53:22 (2021) - [j10]Phuong Thanh Nguyen, Davide Di Ruscio, Alfonso Pierantonio, Juri Di Rocco, Ludovico Iovino:
Convolutional neural networks for enhanced classification mechanisms of metamodels. J. Syst. Softw. 172: 110860 (2021) - [j9]Phuong Thanh Nguyen, Juri Di Rocco, Ludovico Iovino, Davide Di Ruscio, Alfonso Pierantonio:
Evaluation of a machine learning classifier for metamodels. Softw. Syst. Model. 20(6): 1797-1821 (2021) - [j8]Phuong Thanh Nguyen, Juri Di Rocco, Ludovico Iovino, Davide Di Ruscio, Alfonso Pierantonio:
Correction to: Evaluation of a machine learning classifier for metamodels. Softw. Syst. Model. 20(6): 1823 (2021) - [j7]Ludovico Iovino, Phuong Thanh Nguyen, Amleto Di Salle, Francesco Gallo, Michele Flammini:
Unavailable Transit Feed Specification: Making It Available With Recurrent Neural Networks. IEEE Trans. Intell. Transp. Syst. 22(4): 2111-2122 (2021) - [c26]Phuong Thanh Nguyen, Davide Di Ruscio, Juri Di Rocco, Claudio Di Sipio, Massimiliano Di Penta:
Adversarial Machine Learning: On the Resilience of Third-party Library Recommender Systems. EASE 2021: 247-253 - [c25]Phuong Thanh Nguyen, Juri Di Rocco, Riccardo Rubei, Claudio Di Sipio, Davide Di Ruscio:
Recommending Third-party Library Updates with LSTM Neural Networks. IIR 2021 - [c24]Phuong T. Nguyen, Claudio Di Sipio, Juri Di Rocco, Massimiliano Di Penta, Davide Di Ruscio:
Adversarial Attacks to API Recommender Systems: Time to Wake Up and Smell the Coffeeƒ. ASE 2021: 253-265 - [c23]Juri Di Rocco, Claudio Di Sipio, Davide Di Ruscio, Phuong Thanh Nguyen:
A GNN-based Recommender System to Assist the Specification of Metamodels and Models. MoDELS 2021: 70-81 - [c22]Riccardo Rubei, Juri Di Rocco, Davide Di Ruscio, Phuong T. Nguyen, Alfonso Pierantonio:
A Lightweight Approach for the Automated Classification and Clustering of Metamodels. MoDELS (Companion) 2021: 477-482 - [c21]Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong Thanh Nguyen, Claudio Pomo:
On the Need for a Body of Knowledge on Recommender Systems (Short paper). KaRS/ComplexRec@RecSys 2021 - [c20]Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio, Phuong Thanh Nguyen:
A Low-Code Tool Supporting the Development of Recommender Systems. RecSys 2021: 741-744 - [d1]Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Davide Di Ruscio, Massimiliano Di Penta:
crossminer/FOCUS: TSE Focus Replication package. Zenodo, 2021
- [i3]Phuong Thanh Nguyen, Juri Di Rocco, Claudio Di Sipio, Davide Di Ruscio, Massimiliano Di Penta:
Recommending API Function Calls and Code Snippets to Support Software Development. CoRR abs/2102.07508 (2021) - [i2]Ludovico Iovino, Phuong Thanh Nguyen, Amleto Di Salle, Francesco Gallo, Michele Flammini:
Unavailable Transit Feed Specification: Making it Available with Recurrent Neural Networks. CoRR abs/2102.10323 (2021) - [i1]Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong Thanh Nguyen, Riccardo Rubei:
Development of recommendation systems for software engineering: the CROSSMINER experience. CoRR abs/2103.06987 (2021) - 2020
- [j6]Linh T. Duong, Phuong Thanh Nguyen, Claudio Di Sipio, Davide Di Ruscio:
Automated fruit recognition using EfficientNet and MixNet. Comput. Electron. Agric. 171: 105326 (2020) - [j5]Andrea Capiluppi, Davide Di Ruscio, Juri Di Rocco, Phuong Thanh Nguyen, Nemitari Ajienka:
Detecting Java software similarities by using different clustering techniques. Inf. Softw. Technol. 122: 106279 (2020) - [j4]Riccardo Rubei, Claudio Di Sipio, Phuong Thanh Nguyen, Juri Di Rocco, Davide Di Ruscio:
PostFinder: Mining Stack Overflow posts to support software developers. Inf. Softw. Technol. 127: 106367 (2020) - [j3]Phuong Thanh Nguyen, Juri Di Rocco, Davide Di Ruscio, Massimiliano Di Penta:
CrossRec: Supporting software developers by recommending third-party libraries. J. Syst. Softw. 161 (2020) - [j2]Phuong Thanh Nguyen, Juri Di Rocco, Riccardo Rubei, Davide Di Ruscio:
An automated approach to assess the similarity of GitHub repositories. Softw. Qual. J. 28(2): 595-631 (2020) - [c19]Claudio Di Sipio, Riccardo Rubei, Davide Di Ruscio, Phuong Thanh Nguyen:
A Multinomial Naïve Bayesian (MNB) Network to Automatically Recommend Topics for GitHub Repositories. EASE 2020: 71-80 - [c18]Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio, Phuong Thanh Nguyen, Riccardo Rubei:
TopFilter: An Approach to Recommend Relevant GitHub Topics. ESEM 2020: 21:1-21:11 - [c17]Angela Barriga, Davide Di Ruscio, Ludovico Iovino, Phuong Thanh Nguyen, Alfonso Pierantonio:
An extensible tool-chain for analyzing datasets of metamodels. MoDELS (Companion) 2020: 50:1-50:8 - [c16]Claudio Di Sipio, Davide Di Ruscio, Phuong Thanh Nguyen:
Democratizing the development of recommender systems by means of low-code platforms. MoDELS (Companion) 2020: 68:1-68:9
2010 – 2019
- 2019
- [c15]Phuong Thanh Nguyen, Juri Di Rocco, Davide Di Ruscio:
Building Information Systems Using Collaborative-Filtering Recommendation Techniques. CAiSE Workshops 2019: 214-226 - [c14]Phuong Thanh Nguyen, Juri Di Rocco, Davide Di Ruscio:
Enabling heterogeneous recommendations in OSS development: what's done and what's next in CROSSMINER. EASE 2019: 326-331 - [c13]Phuong Thanh Nguyen, Juri Di Rocco, Davide Di Ruscio, Lina Ochoa, Thomas Degueule, Massimiliano Di Penta:
FOCUS: a recommender system for mining API function calls and usage patterns. ICSE 2019: 1050-1060 - [c12]Phuong Thanh Nguyen, Juri Di Rocco, Davide Di Ruscio, Alfonso Pierantonio, Ludovico Iovino:
Automated Classification of Metamodel Repositories: A Machine Learning Approach. MoDELS 2019: 272-282 - 2018
- [c11]Phuong Thanh Nguyen, Juri Di Rocco, Riccardo Rubei, Davide Di Ruscio:
CrossSim: Exploiting Mutual Relationships to Detect Similar OSS Projects. SEAA 2018: 388-395 - [c10]Phuong Thanh Nguyen, Juri Di Rocco, Davide Di Ruscio:
Mining Software Repositories to Support OSS Developers: A Recommender Systems Approach. IIR 2018 - [c9]Phuong Thanh Nguyen, Juri Di Rocco, Davide Di Ruscio:
Knowledge-aware Recommender System for Software Development. KaRS@RecSys 2018: 16-22 - 2017
- [c8]Phuong T. Nguyen, Kai Eckert, Azzurra Ragone, Tommaso Di Noia:
Modification to K-Medoids and CLARA for Effective Document Clustering. ISMIS 2017: 481-491 - 2015
- [c7]Phuong T. Nguyen, Hong Anh Le:
Finding Similar Artists from the Web of Data: A PageRank Based Semantic Similarity Metric. FDSE 2015: 98-108 - [c6]Phuong T. Nguyen, Paolo Tomeo, Tommaso Di Noia, Eugenio Di Sciascio:
Content-Based Recommendations via DBpedia and Freebase: A Case Study in the Music Domain. ISWC (1) 2015: 605-621 - [c5]Phuong T. Nguyen, Paolo Tomeo, Tommaso Di Noia, Eugenio Di Sciascio:
An evaluation of SimRank and Personalized PageRank to build a recommender system for the Web of Data. WWW (Companion Volume) 2015: 1477-1482 - 2014
- [j1]Phuong T. Nguyen, Volkmar Schau, Wilhelm R. Rossak:
Mobile Agent Communication in Highly Dynamic Networks: A Self-Adaptive Architecture inspired by the Honey Bee Colony. EAI Endorsed Trans. Context aware Syst. Appl. 1(2): e5 (2014) - [c4]Phuong T. Nguyen, Hong Anh Le, Thomas Zinner:
A Context-Aware Traffic Engineering Model for Software-Defined Networks. ICTCC 2014: 73-82 - 2013
- [c3]Phuong T. Nguyen, Volkmar Schau, Wilhelm R. Rossak:
A Context-Aware Model for the Management of Agent Platforms in Dynamic Networks. ICCASA 2013: 77-86 - [c2]Phuong T. Nguyen:
Building Consensus in Context-Aware Systems Using Ben-Or's Algorithm: Some Proposals for Improving the Convergence Speed. ICCASA 2013: 87-96 - 2012
- [b1]Phuong Thanh Nguyen:
An adaptive communication model for mobile agents in highly dynamic networks based on forming flexible regions via swarming behabiour. Friedrich Schiller University of Jena, 2012, pp. 1-175 - 2011
- [c1]Phuong T. Nguyen, Volkmar Schau, Wilhelm R. Rossak:
Performance Comparison of some Message Transport Protocol Implementations for Agent Community Communication. IICS 2011: 193-204
Coauthor Index
[j27] [j26] [j24] [c35] [c34] [i13] [i12] [i10] [i9] [j23] [j20] [j18] [j17] [c32] [c30] [i8] [i7] [j16] [j15] [j14] [c29] [c28] [c27] [i6] [i5] [i4] [j13] [j10] [j9] [j8] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [d1] [i3] [i1] [j6] [j5] [j4] [j3] [j2] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9]
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