Rocha, Humberto

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Name
Rocha, Humberto
 
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Rocha, H.
 
Unidade de I&D
 
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Email
hrocha@fe.uc.pt
 
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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
(All)

Results 1-64 of 64 (Search time: 0.001 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 ; Ferreira, Brigida da Costa ; 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
32021An automated bi‐level optimization approach for IMRTCarrasqueira, P. ; Alves, M. J. ; Dias, J. M. ; Rocha, H. ; Ventura, T. ; Ferreira, B. C. ; Lopes, M. C. articleopenAccess
42021An automated treatment planning strategy for highly noncoplanar radiotherapy arc trajectoriesCarrasqueira, P.; Rocha, Humberto ; Dias, J. M.; Ventura, T.; Ferreira, B. C. ; Lopes, M. C.articleembargoedAccess
52021An automated treatment planning strategy for highly noncoplanar radiotherapy arc trajectoriesCarrasqueira, P. ; Rocha, H. ; Dias, J. M. ; Ventura, T. ; Ferreira, B. C. ; Lopes, M. C. articleopenAccess
9462019An Optimization Approach for Noncoplanar Intensity-Modulated Arc Therapy TrajectoriesRocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo bookPartopenAccess
9472021Assessing the need for adaptive radiotherapy in head and neck cancer patients using an automatic planning toolAlves, Natália de Sousa Rodrigues ; Dias, Joana Maria Pina Cabral Matos ; Rocha, Humberto ; Ventura, Tiago ; Mateus, Josefina ; Capela, Miguel; Khouri, Leila ; Lopes, Maria do Carmo Carrilho Calado Antunes articleopenAccess
9482016Automated fluence map optimization based on fuzzy inference systemsDias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
949Jul-2017Automated Radiotherapy Treatment Planning Using Fuzzy Inference SystemsDias, Joana ; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo bookPartopenAccess
9502013Beam angle optimization for intensity-modulated radiation therapy using a guided pattern search methodRocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida C. ; Lopes, Maria C. articleopenAccess
9512018Beam 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
95212-Mar-2020Clinical validation of a graphical method for radiation therapy plan quality assessmentVentura, Tiago ; Dias, Joana; Khouri, Leila ; Netto, Eduardo; Soares, André; Ferreira, Brígida da Costa ; Rocha, Humberto ; Lopes, Maria do Carmo articleopenAccess
9532018Comparison 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
9542020Comparison of Different Strategies for Arc Therapy OptimizationRocha, Humberto ; Dias, Joana; Carrasqueira, Pedro; Ventura, Tiago ; Ferreira, Brígida da Costa ; Lopes, Maria do Carmo bookPartopenAccess
955Dec-2021Comparison of non-coplanar optimization of static beams and arc trajectories for intensity-modulated treatments of meningioma casesVentura, Tiago ; Rocha, Humberto ; da Costa Ferreira, Brigida; Dias, Joana; do Carmo Lopes, MariaarticleopenAccess
956Aug-2019Comparison of two beam angular optimization algorithms guided by automated multicriterial IMRTVentura, Tiago ; Rocha, Humberto ; Ferreira, Brígida da Costa ; Dias, Joana ; Lopes, Maria do Carmo Carrilho Calado Antunes articleembargoedAccess
9572023Comparison of Hybrid Direct-Search Approaches for Beam Angle Optimization in Intensity-Modulated Proton TherapyRocha, Humberto ; Dias, JoanabookPartembargoedAccess
9582018A Cusp Catastrophe Model for Satisfaction, Conflict, and Conflict Management in TeamsDimas, Isabel Dórdio ; Rebelo, Teresa ; Lourenço, Paulo Renato ; Rocha, Humberto bookPartopenAccess
9592016A 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
9602015Does Beam Angle Optimization Really Matter for Intensity-Modulated Radiation Therapy?Rocha, Humberto ; Dias, Joana M. ; Ferreira, Brigida C. ; Lopes, Maria do Carmo bookopenAccess
9612020Dose-Response to Different Radiochemotherapy Regimens in Locally Advanced Pancreatic CancerFerreira, Brígida C. ; Dias, Joana; Gomes, Adriana; Mavroidis, Panayiotis ; Rocha, Humberto bookPartopenAccess
9622019Early prediction of durum wheat yield in Spain using radial basis functions interpolation models based on agroclimatic dataRocha, H. ; Dias, J. M. articleembargoedAccess
9632016Feature Selection in Small Databases: A Medical-Case StudySoares, Inês ; Dias, Joana ; Rocha, Humberto ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
9642019Forecasting Wheat Prices Based on Past Behavior: Comparison of Different Modelling ApproachesDias, Joana ; Rocha, Humberto bookPartopenAccess
9652013A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimizationDias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
966Jul-2017A Global Score-Driven Beam Angle Optimization in IMRTRocha, Humberto ; Dias, Joana M. ; Ventura, Tiago ; Ferreira, Brígida C. ; Lopes, Maria do Carmo bookPartopenAccess
9672018A Heuristic Based on Fuzzy Inference Systems for Multiobjective IMRT Treatment PlanningDias, Joana; Rocha, Humberto ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo bookPartopenAccess
968Jan-2018Honey Yield Forecast Using Radial Basis FunctionsRocha, Humberto ; Dias, Joana bookPartopenAccess
9692022How Life Transitions Influence People’s Use of the Internet: A Clustering ApproachBenvenuti, Martina; Rocha, Humberto ; Dimas, Isabel Cristina Dórdio ; Mazzoni, ElvisbookPartembargoedAccess
9702014Human and Veterinary Antibiotics Used in Portugal—A Ranking for EcosurveillanceAlmeida, Anabela ; Duarte, Sofia ; Nunes, Ricardo; Rocha, Humberto ; Pena, Angelina ; Meisel, Leonor articleopenAccess
9712014IMRT Beam Angle Optimization Using DDS with a Cross-Validation Approach for Configuration SelectionDias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo bookopenAccess
9722014IMRT beam angle optimization using differential evolutionDias, Joana ; Ferreira, Brigida ; Rocha, Humberto ; Lopes, Maria do Carmo articleopenAccess
9732014IMRT Beam Angle Optimization Using Dynamically Dimensioned SearchDias, J. ; Rocha, H. ; Ferreira, B. ; Lopes, M. C. articleopenAccess
9742014IMRT Beam Angle Optimization Using Electromagnetism-Like AlgorithmRocha, Humberto ; Rocha, Ana Maria A. C. ; Dias, Joana M. ; Ferreira, Brigida ; Lopes, Maria do Carmo bookopenAccess
9752014IMRT Beam Angle Optimization Using Non-descent Pattern Search MethodsRocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida ; Lopes, Maria do Carmo bookopenAccess
9762015IMRT Inverse Planning Using Simulated AnnealingDias, Joana M. ; Rocha, Humberto ; Ferreira, Brígida C. ; Lopes, Maria do Carmo articleopenAccess
9772008Incorporating minimum Frobenius norm models in direct searchCustódio, Ana Luísa ; Rocha, Humberto ; Vicente, Luís Nunes preprintopenAccess
9782019Incorporating the Local Biological Effect of Dose Per Fraction in IMRT Inverse OptimizationFerreira, Brígida da Costa ; Mavroidis, Panayiotis ; Dias, Joana; Rocha, Humberto bookPartopenAccess
97915-Feb-2018Inequality measures for wealth distribution: Population vs individuals perspectivePascoal, R. ; Rocha, H. articleembargoedAccess
9802021Learning target-based preferences through additive models: An application in radiotherapy treatment planningDias, Luis C.; Dias, Joana; Ventura, Tiago ; Rocha, Humberto ; Ferreira, Brígida da Costa ; Khouri, Leila ; Lopes, Maria do Carmo Carrilho Calado Antunes articleopenAccess
9812020Maximizing Learning Through Cohesion: Contributions From a Nonlinear ApproachDimas, Isabel Dórdio ; Lourenço, Paulo Renato Martins Ribeiro da Silva ; Rebelo, Teresa ; Rocha, Humberto articleembargoedAccess
9822017A Neural Network Model for Team ViabilityDimas, Isabel Dórdio ; Rocha, Humberto ; Rebelo, Teresa ; Lourenço, Paulo Renato bookPartopenAccess
9832015Noncoplanar beam angle optimization in IMRT treatment planning using pattern search methodsRocha, Humberto ; Dias, Joana M. ; Ferreira, Brígida C. ; Lopes, Maria C. articleopenAccess
9842019A Nonlinear Dynamical System Perspective on Team Learning: The Role of Team Culture and Social CohesionDimas, Isabel ; Rebelo, Teresa ; Lourenço, Paulo Renato ; Rocha, Humberto bookPartopenAccess
9852016A Nonlinear Multicriteria Model for Team EffectivenessDimas, Isabel Dórdio ; Rocha, Humberto ; Rebelo, Teresa ; Lourenço, Paulo Renato bookopenAccess
9862014On 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
9872019On the growth of Iberian firms: An empirical analysisPascoal, R. ; Dinis, Augusto M. ; Rocha, H. articleembargoedAccess
9882013On 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
9892023Operations research contribution to totally automated radiotherapy treatment planning: A noncoplanar beam angle and fluence map optimization engine based on optimization models and algorithmsDias, J.M.; Rocha, Humberto ; Carrasqueira, P.; Ferreira, B.C.; Ventura, T.; Lopes, M.C.articleembargoedAccess
9902020Optimization of Highly Noncoplanar Arc Therapy Trajectories: A Dosimetric ApproachRocha, Humberto ; Dias, Joana ; Ventura, Tiago ; Ferreira, Brígida ; Lopes, Maria do Carmo bookPartopenAccess
9912013Pattern search methods framework for beam angle optimization in radiotherapy designRocha, H. ; Dias, J.M. ; Ferreira, B. C. ; Lopes, M. C. articleopenAccess
9921-May-2022Population density impact on COVID-19 mortality rate: A multifractal analysis using French dataPascoal, R; Rocha, Humberto articleembargoedAccess
9932017Predicting xerostomia after IMRT treatments: a data mining approachSoares, Inês ; Dias, Joana ; Rocha, Humberto ; Khouri, Leila ; Lopes, Maria do Carmo ; Ferreira, Brígida articleopenAccess
9942014Predicting xerostomia induced by IMRT treatments: A logistic regression approachSoares, Ines ; Rocha, Humberto ; Dias, Joana ; Lopes, Maria do Carmo ; Ferreira, Brigida articleopenAccess
9952018Preface to the Special Issue on Improving Healthcare: New Challenges, New ApproachesDias, Joana Maria Pina Cabral Matos ; Rocha, Humberto ; Viana, AnaarticleembargoedAccess
9962021A Randomized Direct-Search Approach for Beam Angle Optimization in Intensity-Modulated Proton TherapyRocha, Humberto ; Dias, JoanabookPartembargoedAccess
99727-Jun-2022Reflections on beam configuration optimization for intensity-modulated proton therapyCao, Wenhua; Rocha, Humberto ; Mohan, Radhe; Lim, Gino; Goudarzi, Hadis M; Ferreira, Brígida C; Dias, Joana Maria Pina Cabral Matos articleembargoedAccess
9982012Selection 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
9992016Semi-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
10002015Simulated annealing applied to IMRT beam angle optimization: A computational studyDias, Joana ; Rocha, Humberto ; Ferreira, Brígida ; Lopes, Maria do Carmo articleopenAccess
10012022A stochastic method for exploiting outranking relations in multicriteria choice problemsDias, Luís C. ; Rocha, Humberto articleopenAccess
1002Aug-2022A stochastic method for exploiting outranking relations in multicriteria choice problemsDias, Luis C. ; Rocha, Humberto articleembargoedAccess
10032016Treatment failure prediction for head-and-neck cancer radiation therapyRocha, H. ; Khouri, L. ; Lopes, M.C. ; Dias, J. ; Ferreira, B. articleopenAccess
10042015A 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