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Rocha, Humberto
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Rocha, Humberto
Rocha, H.
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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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Issue DateTitleAuthor(s)TypeAccess
12016Feature Selection in Small Databases: A Medical-Case StudySoares, Inês ; Dias, Joana ; Rocha, Humberto ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
22014IMRT beam angle optimization using differential evolutionDias, Joana ; Ferreira, Brigida ; Rocha, Humberto ; Lopes, Maria do Carmo articleopenAccess
32014IMRT Beam Angle Optimization Using Dynamically Dimensioned SearchDias, J. ; Rocha, H. ; Ferreira, B. ; Lopes, M. C. articleopenAccess
42015IMRT Inverse Planning Using Simulated AnnealingDias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida C. ; Lopes, Maria do Carmo articleopenAccess
52015Noncoplanar beam angle optimization in IMRT treatment planning using pattern search methodsRocha, Humberto ; Dias, Joana M ; Ferreira, Brígida C ; Lopes, Maria C articleopenAccess
62014On the Global Optimization of the Beam Angle Optimization Problem in Intensity-Modulated Radiation TherapyRocha, H. ; Dias, J. M. ; Ferreira, B. C. ; Lopes, M. C. articleopenAccess
72014Predicting xerostomia induced by IMRT treatments: A logistic regression approachSoares, Ines ; Rocha, Humberto ; Dias, Joana ; Lopes, Maria do Carmo ; Ferreira, Brigida articleopenAccess
82016Semi-supervised Self-training Approaches in Small and Unbalanced Datasets: Application to Xerostomia Radiation Side-EffectSoares, Inês ; Dias, Joana ; Rocha, Humberto ; Khouri, Leila ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
92015A Two-Stage Programming Approach to Fluence Map Optimization for Intensity-Modulated Radiation Therapy Treatment PlanningRocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida C. ; Lopes, Maria do Carmo articleopenAccess