Humberto Rocha

Orcid: 0000-0002-5981-4469

According to our database1, Humberto Rocha authored at least 42 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A multiobjective beam angle optimization framework for intensity-modulated radiation therapy.
Eur. J. Oper. Res., 2024

Robust Optimization for IMPT: Introducing and Comparing Different Automated Approaches.
Proceedings of the Computational Science and Its Applications - ICCSA 2024 Workshops, 2024

2023
A stochastic method for exploiting outranking relations in multicriteria choice problems.
Ann. Oper. Res., February, 2023

An automated treatment planning strategy for highly noncoplanar radiotherapy arc trajectories.
Int. Trans. Oper. Res., 2023

An automated bi-level optimization approach for IMRT.
Int. Trans. Oper. Res., 2023

Comparison of Hybrid Direct-Search Approaches for Beam Angle Optimization in Intensity-Modulated Proton Therapy.
Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

2022
Learning target-based preferences through additive models: An application in radiotherapy treatment planning.
Eur. J. Oper. Res., 2022

How Life Transitions Influence People's Use of the Internet: A Clustering Approach.
Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

2021
A Randomized Direct-Search Approach for Beam Angle Optimization in Intensity-Modulated Proton Therapy.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020
Comparison of Different Strategies for Arc Therapy Optimization.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2019
Beam angle optimization in IMRT: are we really optimizing what matters?
Int. Trans. Oper. Res., 2019

Early prediction of durum wheat yield in Spain using radial basis functions interpolation models based on agroclimatic data.
Comput. Electron. Agric., 2019

An Optimization Approach for Noncoplanar Intensity-Modulated Arc Therapy Trajectories.
Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

A Nonlinear Dynamical System Perspective on Team Learning: The Role of Team Culture and Social Cohesion.
Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

Forecasting Wheat Prices Based on Past Behavior: Comparison of Different Modelling Approaches.
Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

2018
Preface to the Special Issue on Improving Healthcare: New Challenges, New Approaches.
Int. Trans. Oper. Res., 2018

Comparison of Combinatorial and Continuous Frameworks for the Beam Angle Optimization Problem in IMRT.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

A Cusp Catastrophe Model for Satisfaction, Conflict, and Conflict Management in Teams.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

2017
Honey Yield Forecast Using Radial Basis Functions.
Proceedings of the Machine Learning, Optimization, and Big Data, 2017

A Heuristic Based on Fuzzy Inference Systems for Multiobjective IMRT Treatment Planning.
Proceedings of the Machine Learning, Optimization, and Big Data, 2017

A Global Score-Driven Beam Angle Optimization in IMRT.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

A Neural Network Model for Team Viability.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

Automated Radiotherapy Treatment Planning Using Fuzzy Inference Systems.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

2016
An Accelerated Multistart Derivative-Free Framework for the Beam Angle Optimization Problem in IMRT.
Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

A Nonlinear Multicriteria Model for Team Effectiveness.
Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

2015
Does Beam Angle Optimization Really Matter for Intensity-Modulated Radiation Therapy?
Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

2014
A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimization.
Central Eur. J. Oper. Res., 2014

IMRT Beam Angle Optimization Using Electromagnetism-Like Algorithm.
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

IMRT Beam Angle Optimization Using Non-descent Pattern Search Methods.
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

IMRT Beam Angle Optimization Using DDS with a Cross-Validation Approach for Configuration Selection.
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Predicting xerostomia induced by IMRT treatments: A logistic regression approach.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

IMRT beam angle optimization using differential evolution.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Selection of intensity modulated radiation therapy treatment beam directions using radial basis functions within a pattern search methods framework.
J. Glob. Optim., 2013

Pattern search methods framework for beam angle optimization in radiotherapy design.
Appl. Math. Comput., 2013

On the Use of a Priori Knowledge in Pattern Search Methods: Application to Beam Angle Optimization for Intensity-Modulated Radiation Therapy.
Proceedings of the Computational Science and Its Applications - ICCSA 2013, 2013

2012
Discretization of optimal beamlet intensities in IMRT: A binary integer programming approach.
Math. Comput. Model., 2012

Beam Angle Optimization in IMRT using Pattern Search Methods: Initial Mesh-size Considerations.
Proceedings of the ICORES 2012, 2012

Incorporating Radial Basis Functions in Pattern Search Methods: Application to Beam Angle Optimization in Radiotherapy Treatment Planning.
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

2011
Influence of Sampling in Radiation Therapy Treatment Design.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

2010
Incorporating minimum Frobenius norm models in direct search.
Comput. Optim. Appl., 2010

2004
Pattern Search Methods for User-Provided Points: Application to Molecular Geometry Problems.
SIAM J. Optim., 2004

2001
Pattern Search Methods for Use-Provided Points.
Proceedings of the Computational Science - ICCS 2001, 2001


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