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Credit Name
Rocha, Humberto
Full Name
Rocha, Humberto
Variants
Rocha, H.
 
 
 
Personal Site
https://www.uc.pt/en/uid/ceber/person?key=c57ebddd
 
Email
hrocha@fe.uc.pt
 
Other emails
 
 
Researcher ID
 
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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Scopus Author ID
Estado
Investigador UC

Publications
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Refined By:
Author:  Lopes, Maria do Carmo

Results 1-24 of 24 (Search time: 0.007 seconds).

Issue DateTitleAuthor(s)TypeAccess
12016An Accelerated Multistart Derivative-Free Framework for the Beam Angle Optimization Problem in IMRTRocha, Humberto ; Dias, Joana M. ; Ventura, Tiago ; Ferreira, Brígida C. ; Lopes, Maria do Carmo bookopenAccess
22019An Optimization Approach for Noncoplanar Intensity-Modulated Arc Therapy TrajectoriesRocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida; Lopes, Maria do Carmo bookPartopenAccess
32016Automated fluence map optimization based on fuzzy inference systemsDias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
4Jul-2017Automated Radiotherapy Treatment Planning Using Fuzzy Inference SystemsDias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo bookPartopenAccess
52018Beam 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 articleembargoedAccess
62018Comparison of Combinatorial and Continuous Frameworks for the Beam Angle Optimization Problem in IMRTRocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo bookPartopenAccess
72016A derivative-free multistart framework for an automated noncoplanar beam angle optimization in IMRTRocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
82015Does Beam Angle Optimization Really Matter for Intensity-Modulated Radiation Therapy?Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brigida C. ; Lopes, Maria do Carmo bookopenAccess
92016Feature Selection in Small Databases: A Medical-Case StudySoares, Inês ; Dias, Joana ; Rocha, Humberto ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
102013A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimizationDias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
11Jul-2017A Global Score-Driven Beam Angle Optimization in IMRTRocha, Humberto ; Dias, Joana M. ; Ventura, Tiago ; Ferreira, Brígida C. ; Lopes, Maria do Carmo bookPartopenAccess
122018A Heuristic Based on Fuzzy Inference Systems for Multiobjective IMRT Treatment PlanningDias, Joana; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida; Lopes, Maria do Carmo bookPartopenAccess
132014IMRT Beam Angle Optimization Using DDS with a Cross-Validation Approach for Configuration SelectionDias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo bookopenAccess
142014IMRT beam angle optimization using differential evolutionDias, Joana ; Ferreira, Brigida ; Rocha, Humberto ; Lopes, Maria do Carmo articleopenAccess
152014IMRT Beam Angle Optimization Using Electromagnetism-Like AlgorithmRocha, Humberto ; Rocha, Ana Maria A. C. ; Dias, Joana M. ; Ferreira, Brigida ; Lopes, Maria do Carmo bookopenAccess
162014IMRT Beam Angle Optimization Using Non-descent Pattern Search MethodsRocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida ; Lopes, Maria do Carmo bookopenAccess
172015IMRT Inverse Planning Using Simulated AnnealingDias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida C. ; Lopes, Maria do Carmo articleopenAccess
182013On the Use of a Priori Knowledge in Pattern Search Methods: Application to Beam Angle Optimization for Intensity-Modulated Radiation TherapyRocha, Humberto ; Dias, Joana M. ; Ferreira, Brigida C. ; Lopes, Maria do Carmo bookopenAccess
192020Optimization of Highly Noncoplanar Arc Therapy Trajectories: A Dosimetric ApproachRocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida; Lopes, Maria do Carmo bookPartopenAccess
202017Predicting xerostomia after IMRT treatments: a data mining approachSoares, Inês ; Dias, Joana ; Rocha, Humberto ; Khouri, Leila ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
212014Predicting xerostomia induced by IMRT treatments: A logistic regression approachSoares, Ines ; Rocha, Humberto ; Dias, Joana ; Lopes, Maria do Carmo ; Ferreira, Brigida articleopenAccess
222016Semi-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
232015Simulated annealing applied to IMRT beam angle optimization: A computational studyDias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
242015A 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