History - Master and Doctorate defenses made in previous years

Master and Doctoral Defenses

The program

General2025DataTopicStudentAdvisor
1137129/01/2025Chessboard Digitization and Human Move Prediction through Machine LearningHeigon Alafaire Soldera Pires Hélio Pedrini
1138213/02/2025Towards Automatic Pleural Mesothelioma Biomarker Detection in 4D Dynamic Magnetic Resonance ImagingTáylla Milena TheodoroAlexandre Xavier Falcão
1139319/02/2025A Tree Search Heuristic for the Three-Dimensional Single-Container Loading ProblemLucas Guesser Targino da SilvaFlávio Keidi Miyazawa - Coorientador: Thiago Alves de Queiroz
1140421/02/2025Training and Inference of Weightless Neural Networks on Encrypted DataLeonardo Henrique NeumannEdson Borin / Coorientador - Antonio Carlos Guimarães Junior
1141524/02/2025An Evaluation of Transformer Models for Seismic Facies SegmentationGabriel Borges GutierrezEdson Borin
1142625/02/2025Exploring Representation Learning in Electrocardiogram SignalsJoão Victor Palhares Barbosa AvanziniMarcos Medeiros Raimundo
1143726/02/2025Story classification and textual coherence: An approach with inclusion of rhetorical and syntactic structure in language modelsLuiz Fellipe Machi PereiraSandra Eliza Fontes de Avila - Coorientadoras: Nádia Félix Felipe da Silva e Helena de Almeida Maia
1144826/02/2025Integer Linear Programming Formulations for the Minimum Purchase ProblemSandro Henrique Uliana CatabrigaRafael Crivellari Saliba Schouery
1145927/02/2025A Gradient Boosting Machine for Rawlsian Subgroup FairnessJansen Silva de Brito PereiraMarcos Medeiros Raimundo
11461027/02/2025On the adoption of Continuous Practices: Challenges and future solutionsAndré Luiz do Canto PortelaBreno Bernard Nicolau de França
11471110/03/2025Algorithms for Freeze-Tag and Related Swarm Robotics ProblemsLucas de Oliveira SilvaLehilton Lelis Chaves Pedrosa
11481224/03/2025Branch-and-Price Algorithm for Graph ColoringIeremies Vieira da Fonseca RomeroRafael Crivellari Saliba Schouery
11491323/04/2025Two-Phase Stochastic Problem for Nebulizer Vehicle RoutingEnzo Falchi GabanFábio Luiz Usberti - Coorientador: Pedro Henrique Del Bianco Hokama
11501424/04/2025Intelligent mMTC Random Access Collision Detection and Prioritization in IoT Cellular NetworksGiancarlo Maldonado CárdenasNelson Luis Saldanha da Fonseca - Coorientador: Carlos Alberto Astudillo Trujillo
11511525/04/2025Learning Scheduling Problems with Hidden Preferences via Offline Reinforcement LearningDaniel Gardin GrattiMarcos Medeiros Raimundo - Coorientadora: Esther Luna Colombini
11521630/04/2025Edge computing for image analysis in smart citiesGabriel Massuyoshi SatoJuliana Freitag Borin - Coorientador: Luis Fernando Gomez Gonzalez
11531730/04/2025On (2, 1)-colorings in outplanar graphsAdilson Luis Jönck JúniorChristiane Neme Campos
11541830/04/2025A Fair Approach to Mixture Probabilistic PCABeatriz Cardoso NascimentoMarcos Medeiros Raimundo - Coorientadores: Alessandro Gaio Chimenton e Leonardo Tomazeli Duarte

Doctoral Program

General2025DataTopicStudentAdvisor
350114/01/2025Determining relevance of social-media posts for forensic event analysisJosé Dorivaldo Nascimento Souza JuniorAnderson de Rezende Rocha
351227/01/2025Packing Problems with Fixed Number of ContainersMauro Roberto Costa da SilvaRafael Crivellari Saliba Schouery - Coorientador: Lehilton Lelis Chaves Pedrosa
352328/01/2025Mobility-Aware Federated Learning in Vehicle Edge Computing for Autonomous Vehicle ApplicationsWellington Viana Lobato JuniorLeandro Aparecido Villas - Coorientador: Denis Lima do Rosário
353410/02/2025Semantic Segmentation of Cancer Spheroid Cell CulturesGuilherme Vieira LeiteHélio Pedrini - Coorientadora: Carmen Veríssima Ferreira Halder
354511/02/2025Towards an Agnostic Superpixel Segmentation FrameworkFelipe de Castro BelémAlexandre Xavier Falcão e Jean Cousty - Coorientadores: Silvio Jamil Ferzoli Guimarães e Benjamin Perret
355614/02/2025Automatic Generation of Personalized Cranial Implants by Deep Machine LearningPaulo Henrique Junqueira AmorimHélio Pedrini
356726/02/2025Small E-NFA for Regular Expression Constrained Sequence AlignmentLise Rommel Romero NavarreteGuilherme Pimentel Telles
357827/02/2025An Effective Approach for Self-Supervised Stereo Depth EstimationAlexandre Ribeiro LopesHélio Pedrini - Coorientador: Roberto Medeiros de Souza
358910/03/2025SDGreen: a computational framework to support the achievement of the Sustainable Development Goals in smart universitiesPriscila Aparecida de MoraesJuliana Freitag Borin - Coorientadora: Flávia Pisani
3591013/03/2025DreamerRL: Empowering Representation Learning via Predictive World Models for Robot Manipulation TasksAlana de Santana CorreiaEsther Luna Colombini - Coorientadora: Paula Dornhofer Paro Costa
3601117/03/2025A Motivation-Driven Incremental Learning Framework for RoboticsLetícia Mara BertoEsther Luna Colombini - Coorientador: Ricardo Ribeiro Gudwin
3611225/04/2025Enhancing Knowledge Graphs with Large-Scale Language Models: Contributions to Question Answering Systems in E-commerceAndré Gomes ReginoJulio Cesar dos Reis
3621329/04/2025Inter-node message passing in the optical disaggregated memory scenarioMaurício Gagliardi PalmaRodolfo Jardim de Azevedo
3631430/04/2025An Architecture for Adaptive Video Streaming: QoE Forecasting, Content Steering, and Scalable Resource Management through Edge-Cloud ComputingEduardo de Souza GamaLuiz Fernando Bittencourt - Coorientador: Roger Kreutz Immich