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Name
Rocha, H.
Variants
Rocha, H.
Unidade de I&D
Personal Site
Email
hrocha@fe.uc.pt
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https://orcid.org/0000-0002-5981-4469
Scopus Author ID
Researcher ID
Status
UC Researcher
Biography
Humberto Rocha is currently an Assistant Professor at University of Coimbra and Researcher at CeBER and Inesc-Coimbra Research Centers. He received both his bachelor and master degrees in Applied Mathematics from the University of Coimbra in 1998 and 2001, respectively. In 2005, he completed a PhD in Computational and Applied Mathematics at Old Dominion University (ODU) and NASA Langley Research Center, both in Virginia, USA. He received a medical degree from the University of Minho in 2015. His research centers on applications in physics, inverse engineering, aeronautics, medicine, and recently economics. This multidisciplinary approach lead to publications in a variety of journals of different areas, including Journal of aircraft, Medical Physics, Physics in Medicine and Biology, Physica Medica, Physica A. Most of his publications are in top journals of his area (Applied Mathematics/Operations Research), including SIAM Journal on Optimization, Journal of Global Optimization, Computational Optimization and Applications, Applied Mathematical Modeling, Applied Mathematics and Computation, Mathematical and Computer Modelling, Structural and Multidisciplinary Optimization, International Transactions of Operations Research.
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Publications
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Resultados 1-24 de 24.
| Data de publicação | Título | Autor(es) | Tipo | Acesso | |
|---|---|---|---|---|---|
| 1 | 2016 | An Accelerated Multistart Derivative-Free Framework for the Beam Angle Optimization Problem in IMRT | Rocha, Humberto ; Dias, Joana M. ; Ventura, Tiago ; Ferreira, Brígida C. ; Lopes, Maria do Carmo | book | openAccess |
| 2 | 2019 | An Optimization Approach for Noncoplanar Intensity-Modulated Arc Therapy Trajectories | Rocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | bookPart | openAccess |
| 3 | 2016 | Automated fluence map optimization based on fuzzy inference systems | Dias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | article | openAccess |
| 4 | Jul-2017 | Automated Radiotherapy Treatment Planning Using Fuzzy Inference Systems | Dias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | bookPart | openAccess |
| 5 | 2018 | Beam angle optimization in IMRT: are we really optimizing what matters? | Rocha, Humberto ; Dias, Joana Matos ; Ventura, Tiago ; Ferreira, Brígida da Costa ; Lopes, Maria do Carmo | article | embargoedAccess |
| 6 | 2018 | Comparison of Combinatorial and Continuous Frameworks for the Beam Angle Optimization Problem in IMRT | Rocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | bookPart | openAccess |
| 7 | Ago-2019 | Comparison of two beam angular optimization algorithms guided by automated multicriterial IMRT | Ventura, Tiago ; Rocha, Humberto ; Ferreira, Brígida da Costa ; Dias, Joana ; Lopes, Maria do Carmo Carrilho Calado Antunes | article | embargoedAccess |
| 8 | 2016 | A derivative-free multistart framework for an automated noncoplanar beam angle optimization in IMRT | Rocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | article | openAccess |
| 9 | 2015 | Does Beam Angle Optimization Really Matter for Intensity-Modulated Radiation Therapy? | Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brigida C. ; Lopes, Maria do Carmo | book | openAccess |
| 10 | 2016 | Feature Selection in Small Databases: A Medical-Case Study | Soares, Inês ; Dias, Joana ; Rocha, Humberto ; Lopes, Maria do Carmo ; Ferreira, Brígida | article | openAccess |
| 11 | 2013 | A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimization | Dias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo | article | openAccess |
| 12 | Jul-2017 | A Global Score-Driven Beam Angle Optimization in IMRT | Rocha, Humberto ; Dias, Joana M. ; Ventura, Tiago ; Ferreira, Brígida C. ; Lopes, Maria do Carmo | bookPart | openAccess |
| 13 | 2018 | A Heuristic Based on Fuzzy Inference Systems for Multiobjective IMRT Treatment Planning | Dias, Joana; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo | bookPart | openAccess |
| 14 | 2014 | IMRT Beam Angle Optimization Using DDS with a Cross-Validation Approach for Configuration Selection | Dias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo | book | openAccess |
| 15 | 2014 | IMRT beam angle optimization using differential evolution | Dias, Joana ; Ferreira, Brigida ; Rocha, Humberto ; Lopes, Maria do Carmo | article | openAccess |
| 16 | 2014 | IMRT Beam Angle Optimization Using Electromagnetism-Like Algorithm | Rocha, Humberto ; Rocha, Ana Maria A. C. ; Dias, Joana M. ; Ferreira, Brigida ; Lopes, Maria do Carmo | book | openAccess |
| 17 | 2014 | IMRT Beam Angle Optimization Using Non-descent Pattern Search Methods | Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida ; Lopes, Maria do Carmo | book | openAccess |
| 18 | 2015 | IMRT Inverse Planning Using Simulated Annealing | Dias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida C. ; Lopes, Maria do Carmo | article | openAccess |
| 19 | 2013 | On the Use of a Priori Knowledge in Pattern Search Methods: Application to Beam Angle Optimization for Intensity-Modulated Radiation Therapy | Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brigida C. ; Lopes, Maria do Carmo | book | openAccess |
| 20 | 2017 | Predicting xerostomia after IMRT treatments: a data mining approach | Soares, Inês ; Dias, Joana ; Rocha, Humberto ; Khouri, Leila ; Lopes, Maria do Carmo ; Ferreira, Brígida | article | openAccess |
| 21 | 2014 | Predicting xerostomia induced by IMRT treatments: A logistic regression approach | Soares, Ines ; Rocha, Humberto ; Dias, Joana ; Lopes, Maria do Carmo ; Ferreira, Brigida | article | openAccess |
| 22 | 2016 | Semi-supervised Self-training Approaches in Small and Unbalanced Datasets: Application to Xerostomia Radiation Side-Effect | Soares, Inês ; Dias, Joana ; Rocha, Humberto ; Khouri, Leila ; Lopes, Maria do Carmo ; Ferreira, Brígida | article | openAccess |
| 23 | 2015 | Simulated annealing applied to IMRT beam angle optimization: A computational study | Dias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo | article | openAccess |
| 24 | 2015 | A Two-Stage Programming Approach to Fluence Map Optimization for Intensity-Modulated Radiation Therapy Treatment Planning | Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida C. ; Lopes, Maria do Carmo | article | openAccess |