Heraldo Rozas

14 papers A 1C 1Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data-driven joint optimization of maintenance and spare parts provisioning: A distributionally robust approach.
Eur. J. Oper. Res.
Heraldo Rozas, Weijun Xie, Nagi Gebraeel, Stephen K. Robinson
2025 J jnl
A Wasserstein Distributionally Robust Multiclass Support Vector Machine for Industrial Fault Diagnosis.
IEEE Trans. Reliab.
Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel
2025 J jnl
A novel Information-Driven Strategy for Optimal Regression Assessment.
CoRR
Benjamín Castro, Camilo Ramírez, Sebastian Espinosa, Jorge F. Silva, Marcos E. Orchard, Heraldo Rozas
2025 A conf
FDR-SVM: A Federated Distributionally Robust Support Vector Machine via a Mixture of Wasserstein Balls Ambiguity Set.
UAI
Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel, Weijun Xie
2025 J jnl
On the Computation of Contextual Distributionally Robust Preventive Maintenance Intervals.
IEEE Trans. Reliab.
Heraldo Rozas, Nagi Gebraeel, Weijun Xie
2024 J jnl
A Federated Distributionally Robust Support Vector Machine with Mixture of Wasserstein Balls Ambiguity Set for Distributed Fault Diagnosis.
CoRR
Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel, Weijun Xie
2024 J jnl
An Integrated Detection-Prognostics Methodology for Components With Intermittent Faults.
J. Comput. Inf. Sci. Eng.
Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel
2024 J jnl
Wasserstein Distributionally Robust Multiclass Support Vector Machine.
CoRR
Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel
2023 J jnl
An online decision-making strategy for routing of electric vehicle fleets.
Inf. Sci.
Juan-Pablo Futalef, Diego Muñoz-Carpintero, Heraldo Rozas, Marcos E. Orchard
2021 J jnl
Solving in real-time the dynamic and stochastic shortest path problem for electric vehicles by a prognostic decision making strategy.
Expert Syst. Appl.
Heraldo Rozas, Diego Muñoz-Carpintero, Doris Sáez, Marcos E. Orchard
2020 J jnl
Particle-Filtering-Based Prognostics for the State of Maximum Power Available in Lithium-Ion Batteries at Electromobility Applications.
IEEE Trans. Veh. Technol.
César Díaz, Vanessa Quintero, Aramis Pérez, Francisco Jaramillo, Claudio Burgos-Mellado, Heraldo Rozas, Marcos E. Orchard, Doris Sáez, Roberto Cárdenas
2019 J jnl
Harvest Stage Recognition and Potential Fruit Damage Indicator for Berries Based on Hidden Markov Models and the Viterbi Algorithm.
Sensors
Marcos E. Orchard, Carlos Muñoz Poblete, Juan Ignacio Huircan, Patricio Galeas, Heraldo Rozas
2018 J jnl
Characterization of the degradation process of lithium-ion batteries when discharged at different current rates.
J. Syst. Control. Eng.
Aramis Pérez, Vanessa Quintero, Francisco Jaramillo, Heraldo Rozas, Diego Jiménez, Marcos E. Orchard, Rodrigo Moreno
2017 C conf
Modelling the degradation process of lithium-ion batteries when operating at erratic state-of-charge swing ranges.
CoDIT
Aramis Pérez, Vanessa Quintero, Heraldo Rozas, Francisco Jaramillo, Rodrigo Moreno, Marcos E. Orchard