Daniel Kuhn, Yves Rychener, Adrian Esteban Perez, Juan M. Morales, “Wasserstein Distributionally Robust Optimization with Heterogeneous Data Sources” in ISMP 2024, Montreal, Canada, July 21-26, 2024
Juan M. Morales, Robert Mieth, Adrian Esteban Perez, “Data Valuation in Data-driven Stochastic Optimization” in ISMP 2024, Montreal, Canada, July 21-26, 2024
S. Pineda, J. M. Morales, A. Porras, C. Domínguez, “Tight Big-Ms for Optimal Transmission Switching” in ISMP 2024, Montreal, Canada, July 21-26, 2024 (presentation)
A. Jiménez-Cordero, S. Pineda, J. M. Morales, “A data-based approach for solving the Rank Pricing Problem” in EURO Conference, Copenhague, Denmark, June 30 - July 3, 2024 (presentation)
Juan M. Morales, R. Mieth, A. Esteban-Pérez, “Defining and Quantifying the Marginal Value of a Data Set via Distributionally Robust Optimization” in EURO Conference, Copenhague, Denmark, June 30 - July 3, 2024
M. Fischetti, E. Carrizosa, J. M. Morales, “Counterfactual Analysis for Explicability and Fault prevention of Complex Energy Systems” in EURO Conference, Copenhague, Denmark, June 30 - July 3, 2024
J. G. de la Varga, S. Pineda, J. M. Morales, A. Porras “Learning-based State Estimation in Distribution Systems with Asynchronized Measurements” in EURO Conference, Copenhague, Denmark, June 30 - July 3, 2024 (presentation)
S. Pineda, J. M. Morales, A. Jiménez-Cordero “Learning-Assisted Optimization for Transmission Switching” in EURO Conference, Copenhague, Denmark, June 30 - July 3, 2024 (presentation)
A. Stratigakos, S. Pineda, J. M. Morales, “Decision-Focused Forecast Combination” in International Symposium On Forecasting, Dijon, France, June 30 - July 3, 2024 (presentation)
S. Pineda, J. M. Morales, A. Porras, C. Domínguez, “Tight Big-Ms for Optimal Transmission Switching” in PSCC 2024, Paris, France, June 3-7, 2024 (presentation, paper)
S. Pineda, J. M. Morales, A. Porras, C. Domínguez, “Tight Big-Ms for Optimal Transmission Switching” in VAME 2024, Variational Analysis and Applications for Modeling of Energy Exchange, University of Trier, May 13-14, 2024
2023
C. Domínguez, R. Gázquez, J.M. Morales and S. Pineda, “A Bilevel formulation and Benders Decomposition for the Cooperative Maximum Capture Facility Location”, XL Congreso Nacional de Estadística e Investigación Operativa y las XIV Jornadas de Estadística Pública (SEIO 23) 7th - 10th November, 2023. (presentation)
A. Jiménez-Cordero, J.M. Morales and S. Pineda, “Machine-Learning-aided Optimal Transmission Switching”, XL Congreso Nacional de Estadística e Investigación Operativa y las XIV Jornadas de Estadística Pública (SEIO 23) 7th - 10th November, 2023. (presentation)
R. Mieth, J. M. Morales and H. Vincent Poor, “Data valuation from data-driven optimization”, INFORMS Annual Meeting, Phoenix (AZ), USA, 15th-18th October, 2023.
J. M. Morales and R. Mieth, “Valuing data using multi-source distributionally robust optimization”, IFORS 23, Santiago de Chile, Chile, 10th - 14th July, 2023. (presentation)
C. Dominguez, R. Gázquez, J.M. Morales and S. Pineda, “Bilevel formulation and the two exact resolution approaches for the maximum capture facility location with random OWA utilities”, IFORS 23, Santiago de Chile, Chile, 10th - 14th July, 2023. (presentation)
S. Pineda, J.M. Morales, C. Dominguez and Á. Porras, “Tightening big-M for optimal transmission switching”, IFORS 23, Santiago de Chile, Chile, 10th - 14th July, 2023. (presentation)
R. Mieth, J.M. Morales and H. Vincent Poor, “Enabling data valuation through multi-source data-driven distributionally robust optimization”, The International Conference on Stochastic Programming (ICSP), Davis (CA), Estados Unidos, 24th-28th July, 2023.
Á. Porras, L. Roald, J.M. Morales, S. Pineda, “Integrating automatic and manual reserves in optimal power flow via chance constraints”, IFORS 23, Santiago de Chile, Chile, 10th - 14th July, 2023. (presentation)
S. Pineda, J.M. Morales and M.Á. Muñoz,” A bilevel framework for decision-making under uncertainty with contextual information”, PowerTech 23, Belgrade, Serbia, June 25-29, 2023. (presentation)
J.M. Morales, ”Decision-making under uncertainty with contextual information”, Future Energy Systems: Advances in OR and AI DTU PES Summer School, Lyngby, Denmark, 19th - 23rd June, 2023. (presentation)
A. Jiménez-Cordero, J.M. Morales and S. Pineda, “A novel machine learning approach for solving optimal transmission switching” 3rd EUROYoung Workshop, Cergy, France, 6th of June, 2023. (presentation)
S.Pineda, J.M. Morales, C. Domínguez and Á. Porras, “Tightening big-M for optimal transmission switching”, Flexibility of Converter-based Microgrids (FLEXIBASE) final event workshop - University of Zagreb Faculty of Electrical Engineering and Computing, Zagreb, Croatia, 4th & 5th May, 2023. (presentation)
J.M. Morales and Robert Mieth, “Valuing data for power system operations via multi-source distributionally robust optimization”, Flexibility of Converter-based Microgrids (FLEXIBASE) final event workshop - University of Zagreb Faculty of Electrical Engineering and Computing, Zagreb, Croatia, 4th & 5th May, 2023. (presentation)
R. Gázquez, V. Blanco and F. Saldanha-da-Gama, “The α–CVaR and other alternatives to deal with uncertainty in the Hybridized Maximal Covering Location problem”, Operations Research special sessions in the VI Conference Spanish Royal Mathematical Society (RSME 2023) Leon, Spain, 6th - 10th February, 2023. (presentation)
2022
A. Esteban-Pérez, Y. Rychener, J.M. Morales and D. Kuhn, “Data-driven distributionally robust optimization with multiple datasets:Applications to the OPF problem”, INFORMS 22, Indianapolis, USA,16th -19th October, 2022. (presentation)
Á. Porras, C. Domínguez, J.M. Morales and S. Pineda, “Tight and compact sample average approximation for joint chance constrained optimal power flow”, INFORMS 22, Indianapolis, USA,16th - 19th October, 2022. (presentation)
A. Jiménez-Cordero, J.M. Morales and S. Pineda “Solving mixed-integer programs with warm-starting constraint generation methods via machine learning tools”, 3rd Spanish Young Statisticians and Operational Researchers Meeting (SYSORM) Elche, Spain, 21st - 23rd September, 2022. (presentation)
J.M. Morales, S. Pineda and Y. Dvorkin “Learning the price response of active distribution networks for TSO-DSO coordination”, PESGM 22, Denver, USA, 17th - 21st July, 2022. (presentation)
S. Pineda, J. M. Morales, A. Jiménez-Cordero “Data-driven screening of network constraints for Unit Commitment”, PESGM 22, Denver, USA, 17th - 21st July, 2022. (presentation)
J.M. Morales invited speaker at Roundtable with Forums “Opportunities and challenges of conducting OR research”, EURO 22, Espoo, Finland, 4th - 7th July, 2022.
A. Jiménez-Cordero ”Feature Selection in (Functional) SVM via Bilevel Optimization” YW4OR session in EURO 22, Espoo, Finland, 4th - 7th July, 2022. (presentation)
J.M. Morales, M.Á. Muñoz and S. Pineda “Value-oriented forecasting of net demand for electricity market clearing”, EURO 22, Espoo, Finland, 4th - 7th July, 2022. (presentation)
S. Pineda and J.M. Morales “Is learning for the Unit Commitment problem a low-hanging fruit?”, EURO 22, Espoo, Finland, 4th - 7th July, 2022. (presentation)
A. Jiménez-Cordero, J.M. Morales and S. Pineda “A novel machine-learning-aided approach for warm-starting constraint generation methods in MILPs”, EURO 22, Espoo, Finland, 4th - 7th July, 2022. (presentation)
A. Esteban-Pérez and J.M. Morales “Distributionally robust stochastic programs with side information based on trimmings”, Selected as one of the finalists for best student paper ECSO-CMS 2022, Venice, Italy, 29th - 30th June 1st - July, 2022. (presentation)
J.M. Morales and A. Esteban-Pérez “Distributionally robust chance-constrained optimal power flow with contextual information”, ECSO-CMS 2022, Venice, Italy, 29th - 30th June - 1st July, 2022. (presentation)
Á. Porras, C. Domínguez, J.M. Morales and S. Pineda “An MIP approach to tackle the Optimal Power Flow problem with probabilistic constraints”, ECSO-CMS 2022, Venice, Italy, 29th - 30th June - 1st July, 2022. (presentation)
M.Á Muñoz, J.M. Morales and S. Pineda ”A bilevel framework for decision-making under uncertainty with contextual information”, ECSO-CMS 2022, Venice, Italy, 29th - 30th June - 1st July, 2022. (presentation)
Á. Porras, C. Domínguez, J. M. Morales and S. Pineda “Chance-constrained optimization applied to the Optimal Power Flow problem: An MIP approach”, SEIO 2022, Granada, Spain, 7th - 10th June, 2022. (presentation).
S. Pineda, M. Á. Muñoz and J.M. Morales “A bilevel framework for decision-making under uncertainty with contextual information”, SEIO 2022, Granada, Spain, 7th - 10th June, 2022. (presentation)
J.M. Morales and A. Esteban-Pérez ”Distributionally robust optimization with side information based on probability trimmings and optimal transport”, SEIO 2022, Granada, Spain, 7th - 10th June, 2022. (presentation)
A. Jiménez-Cordero, J.M. Morales and S. Pineda ”On warm-starting constraint generation methods via machine learning tools for solving mixed-integer programs”, SEIO 2022, Granada, Spain, 7th - 10th June, 2022. (presentation)
A. Elías, J.M. Morales and S. Pineda ”Functional depths in the context of functional time series”, SEIO 2022, Granada, Spain, 7th - 10th June, 2022. (presentation)
J. Huete, A. Elías, J.M. Morales and S. Pineda “Forecasting the energy consumption of multiple buildings”, SEIO 2022, Granada, Spain, 7th - 10th June, 2022. (presentation)
S. Pineda and J.M. Morales “Machine-learning aided operation and planning of power systems”, Seminar Institute of Electricity Economics and Energy Innovation, Graz University of Technology, Styria, Austria 26th May, 2022. (presentation)
J.M. Morales “Context-driven power system operations” Invited speaker in the seminar series “enOPTIMAL” Massachusetts Institute of Technology (MIT), Cambridge, MA, USA, 1st April 2022. (video)
2021
A. Elías, J.M. Morales and S. Pineda “Evolution outliers in high dimensional functional time series”, 14th International Conference of the ERCIMWG on Computational and Methodological Studies (CMStatistics 2021), London, UK 18th - 20th December, 2021. (presentation)
A. Esteban-Pérez and J.M. Morales “Distributionally robust optimal power flow with contextual information”, College of Management of Technology (CMD) Seminar, Ecole Polythechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland, 30th November, 2021. (presentation)
A. Jimenez-Cordero, J.M. Morales and S. Pineda “An offline-online strategy to improve MILP performance via machine learning tools”, New Bridges between Mathematics and Data Science - The Spanish ‘Mathematical Strategic Network’ (‘Red Estratégica de Matemáticas’, REM), Valladolid, Spain, 8th - 11th November, 2021. (video)
J.M. Morales, M. A. Muñoz and S. Pineda “Contextual merit-order dispatch under uncertain supply”, INFORMS 2021, Anaheim, USA, 24th - 27th October, 2021. (presentation, video )
S. Pineda, J.M. Morales and Y. Dvorkin “Learning-based coordination of transmission and distribution operations”, INFORMS 2021, Anaheim, USA, 24th - 27th October, 2021. (presentation, video )
A. Porras, J. M. Morales, S. Pineda, A. Jimenez-Cordero “Cost-driven screening of network constraints for the unit commitment problem”, INFORMS 2021, Anaheim, USA, 24th - 27th October, 2021. (presentation, video )
A. Elias, J. M. Morales, S. Pineda “Depth-based outlier detection for grouped smart meters: A functional data analysis toolbox”, INFORMS 2021, Anaheim, USA, 24th - 27th October, 2021. (presentation, video )
C. Domínguez, ”The Rank Pricing problem: A mixed-integer linear optimization approach”, Oasys research group invited talk, Ada Byron Research Centre, Málaga, Spain, 16th July, 2021. (presentation)
J.M. Morales, ”Data-driven power systems (Operations)”, Plenary speaker session, EURO 2021, Athens, Greece, 11th - 14th July, 2021. (presentation)
A. Esteban-Pérez and J.M Morales, “Distributionally robust optimization with side information based on probability trimmings and optimal transport”, EURO 2021, Athens, Greece, 11th - 14th July, 2021. (presentation)
S. Pineda, J. M. Morales and Y. Dvorkin, “Learning-based coordination of transmission and distribution operations”, EURO 2021, Athens, Greece, 11th - 14th July, 2021. (presentation)
M.A.Muñoz, J.M.Morales and S.Pineda, “A bilevel framework for decision-making under uncertainty with contextual information”, EURO 2021, Athens, Greece, 11th - 14th July, 2021. (presentation)
Á.Porras, J.M. Morales, S.Pineda and A. Jiménez-Cordero, “Cost-aware constraint screening for the unit commitment problem”, EURO 2021, Athens, Greece, 11th - 14th July, 2021. (presentation)
A. Jiménez-Cordero, J. M. Morales and S. Pineda, “On improving MILP performance via machine learning tools”, EURO 2021, Athens, Greece, 11th - 14th July, 2021. (presentation)
S. Pineda, J.M. Morales and A. Jiménez-Cordero, “Data-driven screening of network constraints for unit commitment”, PowerTech Conference, Madrid, Spain, 28th June - 2nd July, 2021. (presentation , video)
S. Pineda, R. Fernandez-Blanco and J.M. Morales, “Time-adaptive unit commitment”, PowerTech Conference, Madrid, Spain, 28th June - 2nd July , 2021. (presentation , video)
Á.Porras, R.Fernández-Blanco, J.M.Morales and S.Pineda, “An efficient robust approach to the day-ahead operation of an aggregator of electric vehicles”, PowerTech Conference, Madrid, Spain, 28th June - 2nd July , 2021. (presentation , video)
M.A.Muñoz, J.M.Morales and S.Pineda, “Data-driven strategies for trading renewable energy production”, PowerTech Conference, Madrid, Spain, 28th June - 2nd July , 2021. (presentation , video)
A. Jiménez-Cordero, J. M. Morales and S. Pineda ”A novel embedded min-max approach for feature selection in nonlinear support vector machine classification” Session candidates for the Ramiro Melendreras prize Jornadas SEIO 2021, 9th - 11th June, 2021. (presentation , link )
A. Elías, R. Jiménez, A.M. Paganoni and L.M. Sangalli, “Integrated depths for partially observed functional data” Session candidates for the Ramiro Melendreras prize. Jornadas SEIO 2021, 9th - 11th June, 2021. (presentation, link)
J.M. Morales, S. Pineda, M. A. Muñoz and A. Esteban Pérez “Contextual decision-making under uncertainty” Machine Learning NeEDS Mathematical Optimization - Online Seminar Series, 11th January - 10th May 2021, 22nd March 2021. (presentation , video, NeEDS Youtube )
S. Pineda, M. A. Muñoz and J.M. Morales “A bilevel framework for decision-making under uncertainty with contextual information”, IUMA Day on Mathematical Optimization for Data Science, University of Zaragoza, 19th March, 2021.(presentation)
A. Jiménez-Cordero, J.M. Morales and S. Pineda “Feature selection in nonlinear SVM using a novel min-max approach “, Machine Learning NeEDS Mathematical Optimization - Online Seminar Series, 11th January - 10th May 2021, 1 February, 2021. (paper , video)
2020
S. Pineda, J.M. Morales, A. Jiménez-Cordero, “Data-driven screening of network constraints for unit commitment”, INFORMS Annual Meeting, Washington DC, USA, 7th - 13th November, 2020. (presentation, video).
A. Porras, R. Fernández-Blanco, J.M. Morales, S. Pineda, “An efficient robust approach to the day‐ahead operation of an aggregator of electric vehicles”, INFORMS Annual Meeting, Washington DC, USA, 7th - 13th November 2020. (presentation, video).
A. Jiménez-Cordero, J.M. Morales, S. Pineda, “Interpretable learning in power system operations”, INFORMS Annual Meeting, Washington DC, USA, 7th - 13th November 2020. (presentation, video).
A. Esteban Pérez and J.M. Morales, “Distributionally robust prescriptive analytics based on optimal transport,” INFORMS Annual Meeting, Washington DC, USA, 7th - 11th November, 2020. (presentation, video).
M. A. Muñoz, S. Pineda, J.M. Morales, “Optimal strategy of a Cournot firm through profit‐driven learning”, INFORMS Annual Meeting, Washington DC, USA, 7th - 13th November 2020. (presentation, video).
J.M. Morales, R. Fernández-Blanco, S. Pineda “A homothetic inverse optimization approach to forecast the price‐response of a pool of buildings”, INFORMS Annual Meeting, Washington DC, USA, 7th - 13th November 2020. (presentation, video).
A. Jiménez-Cordero, J.M. Morales and S. Pineda “A novel min-max approach to select features in nonlinear SVM classification”, Autumn School on Bilevel Optimization, Trier University, Germany - virtual conference - 12th - 14th October, 2020. (elevator pitch).
A. Porras, R. Fernández-Blanco, J.M. Morales and S. Pineda “An efficient robust approach to the day-ahead operation of electric vehicles” Autumn School on Bilevel Optimization, Trier University, Germany - virtual conference - 12th - 14th October, 2020. (elevator pitch).
M. A. Muñoz, J.M. Morales and S. Pineda “A bilevel framework for decision-making under uncertainty with contextual information” Autumn School on Bilevel Optimization, Trier University, Germany - virtual conference - 12th - 14th October, 2020. (elevator pitch).
S. Pineda “Machine-learning aided operation and planning of power systems” New York University (Online) - seminar - 30th April, 2020. (slides, video).
S. Martin, S. Pineda, J. Pérez-Ruiz, N. Alguacil and A. Ruiz-Gonzalez, “Practical framework for problem-based learning in an introductory circuit analysis course” 11th IEEE Global Engineering Education Conference, EDUCON 2020, Porto, Portugal, 27th - 30th April, 2020. (peer-reviewed)
C. Domínguez, M. Labbé, A. Marín, “The Rank Pricing problem with ties” 34th Conference of ORBEL, the Belgian Operational Research (OR) Society, Inria Lille-Nord, France, 30th - 31st January, 2020.
A. Jiménez-Cordero, J.M. Morales and S. Pineda “A min-max approach to feature selection for nonlinear SVM classification” V Congreso de Jóvenes Investigadores de la RSME, Castellón, Spain, 27th - 31st January 2020.
C. Domínguez, M. Labbé, A. Marín “The Rank Pricing problem with ties”, Programme Gaspard Monge (PGMO DAYS) 3rd - 4th December, 2019.
R. Fernández-Blanco, J.M. Morales, S. Pineda and A. Porras “A data driven forecasting model for an aggregator of electric vehicles via inverse optimization”, INFORMS Annual Meeting, Seattle, USA, 20th - 23rd October 2019.
J. M. Morales, M. A. Muñoz and S. Pineda “A mathematical optimization approach to enhanced renewable energy forecasting and trading,” INFORMS Annual Meeting, Seattle, USA, 20th - 23rd October 2019.
S.Wogrin, D. Tejada-Arango, S. Pineda and J.M. Morales ”Analyzing time period aggregation methods for power system investment and operation models with renewables and storage”, INFORMS Annual Meeting, Seattle, USA, 20th - 23rd October 2019.
S. Pineda, R. Fernández-Blanco, and J.M. Morales “Time-adaptive unit commitment”, INFORMS Annual Meeting 2019, Seattle, USA, 20th - 23rd October 2019.
A. Porras, R. Fernández-Blanco, J.M. Morales and S. Pineda “Day-ahead operation of an aggregator of electric vehicles via optimization under uncertainty,” 2nd International Conference on Smart Energy Systems and Technologies (SEST2019 ), Porto, Portugal, 9th - 11th September 2019. (Best Paper Award) (peer-reviewed).
S. Wogrin, D. Tejada-Arango, S. Pineda and J.M. Morales ”What time-period aggregation method works best for power system operation models with renewables and storage?”, 2nd International Conference on Smart Energy Systems and Technologies (SEST2019 ) Porto, Portugal, 9th - 11th September 2019. (peer-reviewed).
A. Elías and R. Jiménez-Recaredo “A depth-based method for functional time series forecasting” Y-BIS Young Business and Industrial Statisticians Workshop on Recent Advances in Data Science and Business Analytics, - workshop - Istambul, Turkey, 25th - 28th September 2019.
A. Elías, R. Jiménez-Recaredo, A. Paganoni and L. Sangalli “Depth measures for partially observed functional data”, European Meeting of Statistics, Palermo, Sicily, Italy, 22nd - 26th September 2019.
A. Elías and R. Jiménez-Recaredo “A depth-based method for functional time series forecasting”, XXXVIII Congreso Nacional de Estadística e Investigación Operativa, Alcoi, Valencia, Spain, 3rd - 6th September 2019.
A. Esteban and J.M. Morales “Data-driven distributionally robust optimization via optimal transport with order cone constraints”, XV International Conference on Stochastic Programming, Trondheim, Norway, 29th July - 2nd August 2019.
S.A. Pourmousavi, J.M. Morales, and H. Madsen, “Ancillary services 4.0: One step closer to 100% renewable-powered grid, State-of-Energy-Research Conference (SoERC), Canberra, Australia, 3rd - 4th July 2019.
R. Fernández-Blanco, S. Pineda and J.M. Morales “How can smart buildings be price responsive?”, 13th IEEE PowerTech, Milan, Italy, 23rd - 27th June 2019. (peer-reviewed)
A. Porras, R. Fernández-Blanco, S. Pineda and J.M. Morales “Day-ahead operation of an aggregator of electric vehicles via optimization under uncertainty”, 30th European Conference on Operational Research (EURO), Dublin, Ireland, 23rd - 26th June 2019.
J.M. Morales, R. Fernández-Blanco and S. Pineda “A fast algorithm to estimate the cost and the right-hand side parameter vectors in inverse linear optimization”, 30th European Conference on Operational Research (EURO) Dublin, Ireland, 23rd - 26th June 2019.
S. Pineda and J.M. Morales “Efficiently solving linear bilevel programming problems using off -the-shelf optimization software”, 30th European Conference on Operational Research (EURO), Dublin, Ireland, 23rd - 26th June 2019.
G. De Zotti, S.A.P. Kani, J.M. Morales and H. Madsen, “Control-based provision of ancillary services by flexible end-users,” 30th European Conference on Operational Research (EURO), Dublin, Ireland, 23rd - 26th June 2019.
G.D. Zotti, D. Guericke, S.A. Pourmousavi, J.M. Morales, H. Madsen and N.K. Poulsen, “Analysis of rebound effect modelling for flexible electrical consumers”, IFAC Workshop on Control of Smart Grid and Renewable Energy Systems, CSGRES 2019, Jeju, South Korea; 10th - 12th June 2019. (peer-reviewed)
C. Domínguez, M. Labbé, A. Marín,”Location with preferences and categorization”, EURO Working Group on Locational Analysis (EWGLA XXV) Vrije Universitait, Brussels, Belgium, 5th - 7th June 2019.
A. Elías, R. Jiménez-Recaredo, A. Paganoni and L. Sangalli “Embedding uncertainty to integrated depth measures for partially observed functional data”, II SYSORM 2019: Spanish Young Statis-ticians and Operational Researchers Meeting, Madrid, Spain, 5th - 7th June 2019.
S. Pineda, N. Alguacil, J. Pérez-Ruiz, S. Martín and A. Ruiz, “Individualized exercises for continuous assessment in engineering”, 7th Teaching & Education Conference, London, UK, 21st - 24th May 2019. (peer-reviewed)
J. M. Morales, B. Olea, M. Atencia and N. Madrid, “Fostering the cooperative learning of mathematics in engineering schools through the teacher-apprentice group dynamics,” 7th Teaching & Education Conference, London, UK. 21st - 24th May 2019. (Best Paper Award) (peer-reviewed).
2018
A. Elías and R. Jiménez-Recaredo “Exploratory functional data analysis from depth-based neighborhoods”, CMStatistics 2018: 11th Computational and Methodological Statistics, Pisa, Tuscany, Italy 14th - 16th December 2018.
M. Á. Muñoz, J.M. Morales and S. Pineda “Data-driven strategies for trading renewable energy production”, INFORMS Annual Meeting, Phoenix, USA, 4th - 7th November 2018.
S. Pineda, H, Bylling and J.M. Morales, “Efficiently solving linear bilevel programming problems using off-the-shelf optimization software,” INFORMS Annual Meeting 2018, Phoenix, Arizona, USA, 4th - 7th November 2018.
I. Blanco, D. Guericke, J.M. Morales, H. Madsen and J.B. Park, “Optimal short-term operation of combined heat and power plants using different operation modes,” INFORMS Annual Meeting, Phoenix, Arizona, USA, 4th - 7th November 2018.
R. Blanquero, E. Carrizosa, A. Jiménez-Cordero, S. Maldonado and B. Martín-Barragán “On variable selection in supervised learning for functional data”, Workshop on Data Science - workshop - Seville, Spain, 13th - 14th September 2018.
R. Blanquero, E. Carrizosa, A. Jiménez-Cordero, S. Maldonado and B. Martín-Barragán, “Feature selection with SVM and SVR for functional data”, 16th Workshop on Advances in Continuous Optimization (EUROPT 2018), - workshop - Almería, Spain, 12th - 13th July 2018.
S. Pineda and J.M. Morales, “Chronological time-period clustering for optimal capacity expansion planning with storage”, 29th European Conference on Operational Research (EURO), Valencia, Spain, 8th - 11th July 2018.
A. Esteban and J.M. Morales “Data-driven distributionally robust optimization with Wasserstein metric, moment conditions and robust constraints,” 29th European Conference on Operational Research (EURO), Valencia, Spain, 8th - 11th July 2018.
R. Blanquero, E. Carrizosa, A. Jiménez-Cordero and B. Martín-Barragán, “Some improvements of SVM and SVR for functional data”, 29th European Conference on Operational Research (EURO), Valencia, Spain, 8th - 11th July 2018.
S. Pineda and J.M. Morales, “Chronological time-period clustering for optimal capacity expansion planning with storage”, 23rd International Symposyum on Mathematical Programming (ISMP), Bordeaux, France, 1st - 6th July 2018.
J.M. Morales and J. Saez-Gallego, “Predicting the electricity demand response via data-driven inverse optimization,” 23rd International Symposium on Mathematical Programming (ISMP), Bordeaux, France, 1st - 6th July 2018.
G. De Zotti, A. Pourmousavi, J.M. Morales, H. Madsen and N.K. Poulsen, “Consumers flexibility estimation at the TSO level for balancing services,” 23rd International Symposium on Mathematical Programming (ISMP), Bordeaux, France, 1st - 6th July 2018.
C. Lima, S. Relvas, A. Barbosa-Povoa and J.M. Morales, “Oil product distribution planning via robust optimization,” Proceedings of the 28th European Symposium held Graz, Austria, 10th - 13th June 2018. Edited by: Anton Friedl, Jiří J. Klemeš, Stefan Radl, Petar S. Varbanov, and Thomas Wallek. Published by: Elsevier B.V. (peer-reviewed)
R. Blanquero, E. Carrizosa, A. Jiménez-Cordero and B. Martín-Barragán, “Improving SVM & SVR with functional data, XXXVII Congreso Nacional de Estadística e Investigación Operativa, (National Conference of Statistics & Operational Research
OASYS Research Group