Conheça as publicações de destaque desenvolvidas pelo CIn-UFPE
O Centro de Informática (CIn) da UFPE é um dos centros brasileiros de referência em várias áreas da computação. A produção nacional e internacional é resultado de uma intensa atividade de pesquisa.
RECENTES
M. C. B. Nasr, P. Freitas de Araujo-Filho, G. Kaddoum and A. Mourad, ” A Bayesian Neural Network for Robust Automatic Modulation Classification: Mitigating Adversarial Amplification,” in IEEE Internet of Things Journal.
J.G. Avelino, G.D.C Cavalcanti. and R.M.O Cruz. Imbalanced regression pipeline recommendation. Mach Learn 114, 146 (2025).
E. Bermudez, L. Lins, P. Pereira and P. Maciel, ” A Stochastic Model for Evaluating the Aging Impact on Satellite Systems’ Availability,” in IEEE Transactions on Dependable and Secure Computing.
J. N. A. de Sá, M. R. P. Ferreira and F. d. A. T. de Carvalho, ” Fuzzy and Crisp Gaussian Kernel-Based Co-Clustering With Automatic Width Computation,” in IEEE Transactions on Fuzzy Systems, vol. 33, no. 6, pp. 1977-1991, June 2025
S. Görücü, L. A. Morais, and G. Panagiotidou. 2025. A Critical Analysis of Machine Learning Eco-feedback Tools through the Lens of Sustainable HCI. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI ’25). Association for Computing Machinery, New York, NY, USA, Article 885, 1–18.
M. C. B. Nasr, P. Freitas de Araujo-Filho, G. Kaddoum and A. Mourad, ” Projected Natural Gradient Method: Unveiling Low-Power Perturbation Vulnerabilities in Deep-Learning-Based Automatic Modulation Classification,” in IEEE Internet of Things Journal, vol. 11, no. 22, pp. 37032-37044, 15 Nov.15, 2024.
A. Donatti et al., ” Survey on Machine Learning-Enabled Network Slicing: Covering the Entire Life Cycle“, in IEEE Transactions on Network and Service Management, vol. 21, no. 1, pp. 994-1011, Feb. 2024.
L. B. V. de Amorim, G. D. C. Cavalcanti and R. M. O. Cruz, ” Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques“, in IEEE Transactions on Neural Networks and Learning Systems, vol. 36, no. 3, pp. 4805-4819, March 2025.
K. Weis, L. M. Teixeira, C. Dubslaff, and S. Apel, ” Blackbox Observability of Features and Feature Interactions“, in Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering (ASE ’24), 2024.
G. Cavalcanti, P. Borba, L. dos Anjos, and J.Clementino, ” Semistructured Merge with Language-Specific Syntactic Separators“, in Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering (ASE ’24), 2024.
P. M. Bittner, A. Schultheiß, B.Moosherr, J. M. Young, L. Teixeira, E. Walkingshaw, P. Ataei, and T. Thüm. 2024, ” On the Expressive Power of Languages for Static Variability“, in Proc. ACM Program, Lang. 8, OOPSLA2, 2024.
G. Moreira et al., “ Curio: A Dataflow-Based Framework for Collaborative Urban Visual Analytics,” in IEEE Transactions on Visualization and Computer Graphics, 2024.
L. Morais, G. Panagiotidou, S. Hayes, T. Losev, R. Noonan, and U. Hinrichs, ” From Exploration to End of Life: Unpacking Sustainability in Physicalization Practices“, in Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems (CHI ’24), 2024.
R. Vale, T. M. D. Azevedo, I. C. S. Araújo, I. F. Araujo and A. J. da Silva, “ Circuit Decomposition of Multi-Controlled Special Unitary Single-Qubit Gates,” in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023.
G. Moreira, M. Hosseini, M. N. Alam Nipu, M. Lage, N. Ferreira and F. Miranda, ” The Urban Toolkit: A Grammar-Based Framework for Urban Visual Analytics,” in IEEE Transactions on Visualization and Computer Graphics, 2023.
J. C. S. Silva, A. T. d. A. Filho. ” Interactively Learning Rough Strategies That Dynamically Satisfy Investor’s Preferences in Multiobjective Index Tracking” in IEEE Transactions on Evolutionary Computation, 2023.
A. C. Lorena, P. Y. A. Paiva, R. B. C. Prudêncio. “ Trusting my predictions: on the value of Instance-Level analysis” in ACM Comput. Surv, 2023.
J. H. A. de Carvalho, F. M. d. P. Neto. “ Parametrized Constant-Depth Quantum Neuron” in IEEE Transactions on Neural Networks and Learning Systems, 2023.
W. J. F. Silva, P. J. C. Souza, R. M. C. R. Souza, F. J. A. Cysneiros. “ A Clustering Algorithm for Polygonal Data Applied to Scientific Journal Profiles” in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.
I. F. Araujo, C. Blank, I. C. S. Araújo, A. J. da Silva. “ Low-Rank Quantum State Preparation” in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023.
W. M. Rodrigues, F. N. Walmsley, G. D. C. Cavalcanti, R. M. O. Cruz. ” Security Relevant Methods of Android’s API Classification: A Machine Learning Empirical Evaluation” in IEEE Transactions on Computers, 2023.
F. Oliveira, P. Pereira, J. Dantas, J. Araujo, P. Maciel. “ Dependability Evaluation of a Smart Poultry House: Addressing Availability Issues Through the Edge, Fog, and Cloud Computing” in IEEE Transactions on Industrial Informatics, 2023.
P. Freitas de Araujo-Filho, G. Kaddoum, M. C. B. Nasr, H. F. Arcoverde, D. R. Campelo. “ Defending Wireless Receivers Against Adversarial Attacks on Modulation Classifiers” in IEEE Internet of Things Journal, 2023.
D. A. Nascimento, S. Bondorf, D. R. Campelo. “ Modeling and Analysis of Time-Aware Shaper on Half-Duplex Ethernet PLCA Multidrop” in IEEE Transactions on Communications, 2023.
K. Barbosa, R. Ferreira, G. Pinto, M. d’Amorim, B. Miranda. “ Test Flakiness Across Programming Languages” in IEEE Transactions on Software Engineering, 2023.
G. Valdrighi, N. Ferreira, J. Poco. ” MoReVis: A Visual Summary for Spatiotemporal Moving Regions” in IEEE Transactions on Visualization and Computer Graphics, 2023.
E. Soares, M. Ribeiro, R. Gheyi, G. Amaral, A. Santos. “ Refactoring Test Smells With JUnit 5: Why Should Developers Keep Up-to-Date?” in IEEE Transactions on Software Engineering, 2023.
J. Araujo, D. Oliveira, R. Matos, G. Alves, P. Maciel. “ Availability and Reliability Modeling of Mobile Cloud Architectures“ in IEEE Transactions on Industrial Informatics, 2023.
P. Freitas de Araujo-Filho, M. Naili, G. Kaddoum, E. T. Fapi, Z. Zhu. ” Unsupervised GAN-Based Intrusion Detection System Using Temporal Convolutional Networks and Self-Attention” in IEEE Transactions on Network and Service Management, 2023.
R. Mota, N. Ferreira, J. Silva, M. Horga, M. Lage, L. Ceferino, U. Alim, E. Sharlin. F. Miranda. “ A Comparison of Spatiotemporal Visualizations for 3D Urban Analytics” in IEEE VIS 2022.
F. P. A. de Medeiros, A. S. Gomes. ” An Approach Based on Social Network Analysis to Enhance Social Presence in a Collaborative Learning Environment” in IEEE Transactions on Education, 2022.
R. Souza, M. Santos, M. Bonfim, K. Dias, S. Fernandes. “ KDN-Based Fault-Tolerant Scheduling for VNFs in Data Centers” in IEEE Transactions on Network and Service Management, 2022.
Qualquer dúvida entre em contato usando os e-mails coordpesq@cin.ufpe.br e secpesq@cin.ufpe.br.