| PILS: Exploring high-order neighborhoods by pattern mining and injection F Arnold, Í Santana, K Sörensen, T Vidal Pattern Recognition 116, 107957, 2021 | 32 | 2021 |
| Neural Networks for Local Search and Crossover in Vehicle Routing: A Possible Overkill? Í Santana, A Lodi, T Vidal International Conference on Integration of Constraint Programming …, 2023 | 12 | 2023 |
| Improving a state‐of‐the‐art heuristic for the minimum latency problem with data mining Í Santana, A Plastino, I Rosseti International Transactions in Operational Research 29 (2), 959-986, 2022 | 9 | 2022 |
| Support Vector Machines with the Hard-Margin Loss: Optimal Training via Combinatorial Benders' Cuts Í Santana, B Serrano, M Schiffer, T Vidal arXiv preprint arXiv:2207.07690, 2022 | 4 | 2022 |
| MineReduce-Based Metaheuristic for the Minimum Latency Problem MRH Maia, Í Santana, I Rosseti, US Souza, A Plastino Metaheuristics International Conference, 88-102, 2022 | 1 | 2022 |
| SLA-ORIENTED MODELLING OF UNCERTAINTY IN THE EXTRAPOLATION OF QUANTUM ANNEALING PERFORMANCE METRICS T De, AP Rômulo, ÍG Santana US Patent App. 18/321,205, 2024 | | 2024 |
| WARM START OF QUADRATIC UNCONSTRAINED BINARY OPTIMIZATION EXECUTIONS USING SIMILARITIES WITH PAST EXECUTIONS RTDA Pinho, MP Quiñones, ÍG Santana, BB Healy US Patent App. 18/321,286, 2024 | | 2024 |
| ORCHESTRATION FOR IDENTIFYING A QUANTUM ANNEALER TO SOLVE COMBINATORIAL OPTIMIZATION PROBLEMS ÍG Santana, DV Noble, MP Quiñones US Patent App. 18/321,311, 2024 | | 2024 |
| MACHINE LEARNING FOR SOLVING QUANTUM ANNEALING HARDWARE MINOR EMBEDDING PROBLEMS M Paredes Quiñones, BB Healy, IG Santana US Patent App. 18/320,531, 2024 | | 2024 |
| PREPROCESSING TO REDUCE ANNEALING PROCESSOR SEARCH SPACE BB Healy, MP Quiñones, ÍG Santana US Patent App. 18/307,963, 2024 | | 2024 |
| SERIES AUGMENTATION FOR DRIFT DATASET COMPOSITION HB Fröhlich, ÍG Santana, JD Noce, VM Gottin US Patent App. 18/175,331, 2024 | | 2024 |
| DRIFT FORECASTING FOR ALTERNATIVE MODEL SELECTION VM Gottin, HB Fröhlich, JD Noce, ÍG Santana US Patent App. 18/170,739, 2024 | | 2024 |
| HEATMAP-BASED GRAPHS FOR MITIGATING COMPUTATIONAL BURDEN IN WAREHOUSE ROUTING PROBLEMS ÍG Santana, MP Quiñones, AER Robles US Patent App. 18/167,327, 2024 | | 2024 |
| Signal virtualization using an ensemble of weak imputations HB Fröhlich, ÍG Santana, YP Toledo, WS Freund US Patent App. 18/153,092, 2024 | | 2024 |
| Combinatorial optimization problem size reduction using machine learning in edge environments MP Quiñones, ÍG Santana, VM Gottin US Patent App. 18/049,183, 2024 | | 2024 |
| Dynamically informed digital twins WS Freund, HB Fröhlich, ÍG Santana, YP Toledo US Patent 11,985,074, 2024 | | 2024 |
| Autonomous mobile robot behavioral analysis for deviation warnings HB Fröhlich, ÍG Santana, JD Noce, VM Gottin US Patent App. 18/046,767, 2024 | | 2024 |
| Online drift detection for fully unsupervised event detection in edge environments VM Gottin, HB Fröhlich, JD Noce, ÍG Santana US Patent App. 17/813,714, 2024 | | 2024 |
| Exploring the frontier of Combinatorial Optimization and Machine Learning: Applications to Vehicle Routing and Support Vector Machines ÍG Santana PUC-Rio, 2022 | | 2022 |
| Incorporando Mineração de Dados a uma Heurística Estado-da-Arte para o Problema da Mínima Latência ÍG Santana, A Plastino, I Rosseti | | |
Thibaut VidalProfessor, SCALE-AI Chair, MAGI, Polytechnique MontréalVerified email at polymtl.ca
