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Unidade de I&D
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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Scopus Author ID
Results 1-9 of 9 (Search time: 0.002 seconds).
|1||2016||Feature Selection in Small Databases: A Medical-Case Study||Soares, Inês ; Dias, Joana ; Rocha, Humberto ; Lopes, Maria do Carmo ; Ferreira, Brígida||article||openAccess|
|2||2014||IMRT beam angle optimization using differential evolution||Dias, Joana ; Ferreira, Brigida ; Rocha, Humberto ; Lopes, Maria do Carmo||article||openAccess|
|3||2014||IMRT Beam Angle Optimization Using Dynamically Dimensioned Search||Dias, J. ; Rocha, H. ; Ferreira, B. ; Lopes, M. C.||article||openAccess|
|4||2015||IMRT Inverse Planning Using Simulated Annealing||Dias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida C. ; Lopes, Maria do Carmo||article||openAccess|
|5||2015||Noncoplanar beam angle optimization in IMRT treatment planning using pattern search methods||Rocha, Humberto ; Dias, Joana M ; Ferreira, Brígida C ; Lopes, Maria C||article||openAccess|
|6||2014||On the Global Optimization of the Beam Angle Optimization Problem in Intensity-Modulated Radiation Therapy||Rocha, H. ; Dias, J. M. ; Ferreira, B. C. ; Lopes, M. C.||article||openAccess|
|7||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|
|8||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|
|9||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|