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Phuong Nguyen
Phuong Nguyen
Assistant Professor (Tenure track), DISIM, University of L'Aquila, Italy
Verifierad e-postadress på univaq.it - Startsida
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Automated fruit recognition using EfficientNet and MixNet
LT Duong, PT Nguyen, C Di Sipio, D Di Ruscio
Computers and Electronics in Agriculture 171, 105326, 2020
1722020
Detection of Tuberculosis from Chest X-ray Images: Boosting the Performance with Vision Transformer and Transfer Learning
LT Duong, NH Le, TB Tran, VM Ngo, PT Nguyen
Expert Systems With Applications, 2021
1292021
FOCUS: A recommender system for mining API function calls and usage patterns
PT Nguyen, J Di Rocco, D Di Ruscio, L Ochoa, T Degueule, M Di Penta
2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE …, 2019
1232019
An evaluation of SimRank and Personalized PageRank to build a recommender system for the Web of Data
P Nguyen, P Tomeo, T Di Noia, E Di Sciascio
Proceedings of the 24th International Conference on World Wide Web, 1477-1482, 2015
792015
CrossRec: Supporting software developers by recommending third-party libraries
PT Nguyen, J Di Rocco, D Di Ruscio, M Di Penta
Journal of Systems and Software 161, 110460, 2020
752020
PostFinder: Mining Stack Overflow posts to support software developers
R Rubei, C Di Sipio, PT Nguyen, J Di Rocco, D Di Ruscio
Information and Software Technology 127, 106367, 2020
562020
Automated classification of metamodel repositories: a machine learning approach
PT Nguyen, J Di Rocco, D Di Ruscio, A Pierantonio, L Iovino
2019 ACM/IEEE 22nd International Conference on Model Driven Engineering …, 2019
56*2019
Democratizing the development of recommender systems by means of low-code platforms
C Di Sipio, D Di Ruscio, PT Nguyen
Proceedings of the 23rd ACM/IEEE international conference on model driven …, 2020
512020
A multinomial naīve bayesian (mnb) network to automatically recommend topics for github repositories
C Di Sipio, R Rubei, D Di Ruscio, PT Nguyen
Proceedings of the 24th International Conference on Evaluation and …, 2020
472020
A GNN-based recommender system to assist the specification of metamodels and models
J Di Rocco, C Di Sipio, D Di Ruscio, PT Nguyen
2021 ACM/IEEE 24th International Conference on Model Driven Engineering …, 2021
452021
Convolutional neural networks for enhanced classification mechanisms of metamodels
PT Nguyen, D Di Ruscio, A Pierantonio, J Di Rocco, L Iovino
Journal of Systems and Software 172, 110860, 2021
442021
Automatic detection of Covid-19 from chest X-ray and lung computed tomography images using deep neural networks and transfer learning
LT Duong, PT Nguyen, L Iovino, M Flammini
Applied Soft Computing 132, 109851, 2023
432023
Content-based recommendations via DBpedia and Freebase: a case study in the music domain
PT Nguyen, P Tomeo, T Di Noia, E Di Sciascio
International Semantic Web Conference, 605-621, 2015
422015
Recommending api function calls and code snippets to support software development
PT Nguyen, J Di Rocco, C Di Sipio, D Di Ruscio, M Di Penta
IEEE Transactions on Software Engineering 48 (7), 2417-2438, 2021
382021
An automated approach to assess the similarity of GitHub repositories
PT Nguyen, J Di Rocco, R Rubei, D Di Ruscio
Software Quality Journal 28, 595-631, 2020
372020
Development of recommendation systems for software engineering: the CROSSMINER experience
J Di Rocco, D Di Ruscio, C Di Sipio, PT Nguyen, R Rubei
Empirical Software Engineering 26 (4), 69, 2021
362021
CrossSim: Exploiting mutual relationships to detect similar OSS projects
PT Nguyen, J Di Rocco, R Rubei, D Di Ruscio
2018 44th Euromicro conference on software engineering and advanced …, 2018
332018
MemoRec: a recommender system for assisting modelers in specifying metamodels
J Di Rocco, D Di Ruscio, C Di Sipio, PT Nguyen, A Pierantonio
Software and Systems Modeling 22 (1), 203-223, 2023
252023
Adversarial attacks to API recommender systems: Time to wake up and smell the coffee?
PT Nguyen, C Di Sipio, J Di Rocco, M Di Penta, D Di Ruscio
2021 36th IEEE/ACM International Conference on Automated Software …, 2021
252021
Programming with ChatGPT: How far can we go?
A Bucaioni, H Ekedahl, V Helander, PT Nguyen
Machine Learning with Applications 15, 100526, 2024
242024
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Artiklar 1–20