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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
 
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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
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Investigador UC

Publications
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Results 1-48 of 48 (Search time: 0.025 seconds).

Issue DateTitleAuthor(s)TypeAccess
12020Advantage of Beam Angle Optimization in Head-and-Neck IMRT: Patient Specific AnalysisVentura, Tiago ; Lopes, Maria do Carmo Carrilho Calado Antunes ; Rocha, Humberto ; da Costa Ferreira, Brigida; Dias, JoanabookPartopenAccess
22016An 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
32019An Optimization Approach for Noncoplanar Intensity-Modulated Arc Therapy TrajectoriesRocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida; Lopes, Maria do Carmo bookPartopenAccess
42016Automated fluence map optimization based on fuzzy inference systemsDias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
5Jul-2017Automated Radiotherapy Treatment Planning Using Fuzzy Inference SystemsDias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo bookPartopenAccess
62013Beam angle optimization for intensity-modulated radiation therapy using a guided pattern search methodRocha, Humberto ; Dias, Joana M ; Ferreira, Brígida C ; Lopes, Maria C articleopenAccess
72018Beam 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
812-Mar-2020Clinical validation of a graphical method for radiation therapy plan quality assessmentVentura, Tiago ; Dias, Joana; Khouri, Leila ; Netto, Eduardo; Soares, André; da Costa Ferreira, Brigida; Rocha, Humberto ; Lopes, Maria do CarmoopenAccess
92018Comparison 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
10Aug-2019Comparison of two beam angular optimization algorithms guided by automated multicriterial IMRTVentura, Tiago ; Rocha, Humberto ; da Costa Ferreira, Brigida; Dias, Joana ; Lopes, Maria do Carmo Carrilho Calado Antunes embargoedAccess
112018A Cusp Catastrophe Model for Satisfaction, Conflict, and Conflict Management in TeamsDimas, Isabel Dórdio ; Rebelo, Teresa ; Lourenço, Paulo Renato ; Rocha, Humberto bookPartopenAccess
122016A 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
132015Does Beam Angle Optimization Really Matter for Intensity-Modulated Radiation Therapy?Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brigida C. ; Lopes, Maria do Carmo bookopenAccess
142020Dose-Response to Different Radiochemotherapy Regimens in Locally Advanced Pancreatic CancerFerreira, Brígida C. ; Dias, Joana; Gomes, Adriana; Mavroidis, Panayiotis ; Rocha, Humberto bookPartopenAccess
152019Early prediction of durum wheat yield in Spain using radial basis functions interpolation models based on agroclimatic dataRocha, H. ; Dias, J. M. embargoedAccess
162016Feature Selection in Small Databases: A Medical-Case StudySoares, Inês ; Dias, Joana ; Rocha, Humberto ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
172019Forecasting Wheat Prices Based on Past Behavior: Comparison of Different Modelling ApproachesDias, Joana ; Rocha, Humberto bookPartopenAccess
182013A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimizationDias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
19Jul-2017A Global Score-Driven Beam Angle Optimization in IMRTRocha, Humberto ; Dias, Joana M. ; Ventura, Tiago ; Ferreira, Brígida C. ; Lopes, Maria do Carmo bookPartopenAccess
202018A Heuristic Based on Fuzzy Inference Systems for Multiobjective IMRT Treatment PlanningDias, Joana; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida; Lopes, Maria do Carmo bookPartopenAccess
21Jan-2018Honey Yield Forecast Using Radial Basis FunctionsRocha, Humberto ; Dias, Joana bookPartopenAccess
222014IMRT Beam Angle Optimization Using DDS with a Cross-Validation Approach for Configuration SelectionDias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo bookopenAccess
232014IMRT beam angle optimization using differential evolutionDias, Joana ; Ferreira, Brigida ; Rocha, Humberto ; Lopes, Maria do Carmo articleopenAccess
242014IMRT Beam Angle Optimization Using Dynamically Dimensioned SearchDias, J. ; Rocha, H. ; Ferreira, B. ; Lopes, M. C. articleopenAccess
252014IMRT Beam Angle Optimization Using Electromagnetism-Like AlgorithmRocha, Humberto ; Rocha, Ana Maria A. C. ; Dias, Joana M. ; Ferreira, Brigida ; Lopes, Maria do Carmo bookopenAccess
262014IMRT Beam Angle Optimization Using Non-descent Pattern Search MethodsRocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida ; Lopes, Maria do Carmo bookopenAccess
272015IMRT Inverse Planning Using Simulated AnnealingDias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida C. ; Lopes, Maria do Carmo articleopenAccess
282008Incorporating minimum Frobenius norm models in direct searchCustódio, Ana Luísa ; Rocha, Humberto ; Vicente, Luís Nunes preprintopenAccess
292019Incorporating the Local Biological Effect of Dose Per Fraction in IMRT Inverse Optimizationda Costa Ferreira, Brígida; Mavroidis, Panayiotis ; Dias, Joana; Rocha, Humberto bookPartopenAccess
3015-Feb-2018Inequality measures for wealth distribution: Population vs individuals perspectivePascoal, R. ; Rocha, H. articleembargoedAccess
312020Maximizing Learning Through Cohesion: Contributions From a Nonlinear ApproachDimas, Isabel Dórdio; Lourenço, Paulo Renato Martins Ribeiro da Silva ; Rebelo, Teresa; Rocha, Humberto embargoedAccess
322017A Neural Network Model for Team ViabilityDimas, Isabel Dórdio ; Rocha, Humberto ; Rebelo, Teresa ; Lourenço, Paulo Renato bookPartopenAccess
332015Noncoplanar beam angle optimization in IMRT treatment planning using pattern search methodsRocha, Humberto ; Dias, Joana M ; Ferreira, Brígida C ; Lopes, Maria C articleopenAccess
342019A Nonlinear Dynamical System Perspective on Team Learning: The Role of Team Culture and Social CohesionDimas, Isabel ; Rebelo, Teresa; Lourenço, Paulo Renato; Rocha, Humberto bookPartopenAccess
352016A Nonlinear Multicriteria Model for Team EffectivenessDimas, Isabel Dórdio ; Rocha, Humberto ; Rebelo, Teresa ; Lourenço, Paulo Renato bookopenAccess
362014On 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
372019On the growth of Iberian firms: An empirical analysisPascoal, R. ; Dinis, Augusto M. ; Rocha, H. embargoedAccess
382013On 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
392020Optimization of Highly Noncoplanar Arc Therapy Trajectories: A Dosimetric ApproachRocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida; Lopes, Maria do Carmo bookPartopenAccess
402013Pattern search methods framework for beam angle optimization in radiotherapy designRocha, H. ; Dias, J.M. ; Ferreira, B.C. ; Lopes, M.C. articleopenAccess
412017Predicting xerostomia after IMRT treatments: a data mining approachSoares, Inês ; Dias, Joana ; Rocha, Humberto ; Khouri, Leila ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
422014Predicting xerostomia induced by IMRT treatments: A logistic regression approachSoares, Ines ; Rocha, Humberto ; Dias, Joana ; Lopes, Maria do Carmo ; Ferreira, Brigida articleopenAccess
432018Preface to the Special Issue on Improving Healthcare: New Challenges, New ApproachesDias, Joana Maria Pina Cabral Matos ; Rocha, Humberto ; Viana, AnaembargoedAccess
442012Selection of intensity modulated radiation therapy treatment beam directions using radial basis functions within a pattern search methods frameworkRocha, H. ; Dias, J. M. ; Ferreira, B. C. ; Lopes, M. C. articleopenAccess
452016Semi-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
462015Simulated annealing applied to IMRT beam angle optimization: A computational studyDias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
472016Treatment failure prediction for head-and-neck cancer radiation therapyRocha, H. ; Khouri, L. ; Lopes, M.C. ; Dias, J. ; Ferreira, B. articleopenAccess
482015A 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