| A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes P Loyola, E Marrese-Taylor, Y Matsuo Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017 | 150 | 2017 |
| Towards federated graph learning for collaborative financial crimes detection T Suzumura, Y Zhou, N Baracaldo, G Ye, K Houck, R Kawahara, A Anwar, ... arXiv preprint arXiv:1909.12946, 2019 | 84 | 2019 |
| Modeling User Session and Intent with an Attention-based Encoder-Decoder Architecture P Loyola, C Liu, Y Hirate Proceedings of the Eleventh ACM Conference on Recommender Systems, 147-151, 2017 | 81 | 2017 |
| Predicting web user behavior using learning-based ant colony optimization P Loyola, PE RomáN, JD Velasquez Engineering Applications of Artificial Intelligence 25 (5), 889-897, 2012 | 49 | 2012 |
| Oracle-centric test case prioritization M Staats, P Loyola, G Rothermel 2012 IEEE 23rd International Symposium on Software Reliability Engineering …, 2012 | 43 | 2012 |
| Combining eye tracking and pupillary dilation analysis to identify Website Key Objects P Loyola, G Martinez, K Muñoz, JD Velásquez, P Maldonado, A Couve Neurocomputing 168, 179-189, 2015 | 37 | 2015 |
| Dodona: automated oracle data set selection P Loyola, M Staats, IY Ko, G Rothermel Proceedings of the 2014 International Symposium on Software Testing and …, 2014 | 33 | 2014 |
| Bug Localization by Learning to Rank and Represent Bug Inducing Changes P Loyola, K Gajananan, F Satoh Proceedings of the 27th ACM International Conference on Information and …, 2018 | 31 | 2018 |
| Content Aware Source Code Change Description Generation P Loyola, E Marrese-Taylor, J Balazs, Y Matsuo, F Satoh Proceedings of the 11th International Conference on Natural Language …, 2018 | 25 | 2018 |
| Refining Raw Sentence Representations for Textual Entailment Recognition via Attention JA Balazs, E Marrese-Taylor, P Loyola, Y Matsuo Proceedings of the 2nd Workshop on Evaluating Vector Space Representations …, 2017 | 22 | 2017 |
| Identifying user sessions from web server logs with integer programming PE Román, RF Dell, JD Velásquez, PS Loyola Intelligent Data Analysis 18 (1), 43-61, 2014 | 21 | 2014 |
| Clustering-based learning approach for ant colony optimization model to simulate web user behavior P Loyola, PE Román, JD Velásquez Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web …, 2011 | 13 | 2011 |
| Population dynamics in open source communities: an ecological approach applied to github P Loyola, IY Ko Proceedings of the 23rd International Conference on World Wide Web, 993-998, 2014 | 12 | 2014 |
| An Edit-centric Approach for Wikipedia Article Quality Assessment E Marrese-Taylor, P Loyola, Y Matsuo Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019), 2019 | 11 | 2019 |
| Characterizing web user visual gaze patterns: A graph theory inspired approach P Loyola, JD Velásquez International Conference on Brain Informatics and Health, 586-594, 2014 | 10 | 2014 |
| Code dependency influenced bug localization P Loyola, K Gajananan, F Akiyama US Patent App. 16/141,089, 2020 | 9 | 2020 |
| Learning Feature Representations from Change Dependency Graphs for Defect Prediction P Loyola, Y Matsuo 2017 IEEE 28th International Symposium on Software Reliability Engineering …, 2017 | 9 | 2017 |
| Automating Domain Squatting Detection Using Representation Learning P Loyola, K Gajananan, H Kitahara, Y Watanabe, F Satoh 2020 IEEE International Conference on Big Data (Big Data), 1021-1030, 2020 | 8 | 2020 |
| Villani at SemEval-2018 Task 8: Semantic Extraction from Cybersecurity Reports using Representation Learning P Loyola, K Gajananan, Y Watanabe, F Satoh Proceedings of The 12th International Workshop on Semantic Evaluation, 885-889, 2018 | 8 | 2018 |
| Web usage based adaptive systems PL Heufemann, JG Villegas, IY Ko Advanced Techniques in Web Intelligence-2: Web User Browsing Behaviour and …, 2013 | 7 | 2013 |
Yutaka MatsuoProfessor, University of TokyoVerified email at weblab.t.u-tokyo.ac.jp
