World's Best Scientists 2026 revealed!
Emilio Carrizosa

Emilio Carrizosa

D-Index & Metrics

Computer Science

D-Index
31
Citations
3397
World Ranking
13758
National Ranking
269

Mathematics

D-Index
31
Citations
3355
World Ranking
3376
National Ranking
80

Overview

Emilio Carrizosa is affiliated with the University of Seville in Spain and has a research focus within the field of Computer Science, specializing predominantly in Artificial Intelligence. Their scholarly contributions cover several subfields including Statistics and Probability, Management Science and Operations Research, Computational Theory and Mathematics, and Information Systems.

Their research topics span a range of areas such as:

  • Machine Learning and Data Classification
  • Bayesian Modeling and Causal Inference
  • Explainable Artificial Intelligence (XAI)
  • Statistical Methods and Inference
  • Data Mining Algorithms and Applications
  • Imbalanced Data Classification Techniques
  • Data Management and Algorithms

Among their recent papers are:

  • Mathematical optimization in classification and regression trees, 2021, published in Top
  • The tree based linear regression model for hierarchical categorical variables, 2022, published in Expert Systems with Applications

They frequently publish in certain academic venues, including:

  • Computers & Operations Research
  • European Journal of Operational Research
  • arXiv (Cornell University)
  • Top
  • Expert Systems with Applications

Collaboration is an integral part of their work, with frequent co-authors comprising:

  • Dolores Romero Morales
  • Rafael Blanquero
  • Pepa Ramírez-Cobo
  • Cristina Molero-Río
  • M. Remedios Sillero-Denamiel

Best Publications

  • Supervised classification and mathematical optimization

    Emilio Carrizosa;Dolores Romero Morales

  • Mathematical Optimization in Classification and Regression Trees

    Emilio Carrizosa;Cristina Molero-Río;Dolores Romero Morales

  • Multi-criteria analysis with partial information about the weighting coefficients

    E. Carrizosa;E. Conde;F.R. Fernandez;J. Puerto

  • Optimal location and design of a competitive facility

    Frank Plastria;Emilio Carrizosa

  • The generalized Weber problem with expected distances

    E. Carrizosa;E. Conde;M. Muñoz-Marquez;J. Puerto

  • Undesirable facility location with minimal covering objectives

    Frank Plastria;Emilio Carrizosa

  • Location of semi-obnoxious facilities

    E. Carrizosa;Frank Plastria

  • Gauge Distances and Median Hyperplanes

    F. Plastria;E. Carrizosa

  • Variable selection for Naïve Bayes classification

    Rafael Blanquero;Emilio Carrizosa;Pepa Ramírez-Cobo;Pepa Ramírez-Cobo;M. Remedios Sillero-Denamiel

  • Inferring Efficient Weights from Pairwise Comparison Matrices

    Rafael Blanquero;Emilio Carrizosa;Eduardo Conde

  • A D.C. biobjective location model

    Rafael Blanquero;Emilio Carrizosa

  • Continuous location problems and Big Triangle Small Triangle: constructing better bounds

    R. Blanquero;E. Carrizosa

  • Optimisation of aiming strategies in Solar Power Tower plants

    Thomas Ashley;Emilio Carrizosa;Enrique Fernández-Cara

  • Robust facility location

    Emilio Carrizosa;Stefan Nickel

  • Cost-sensitive Feature Selection for Support Vector Machines

    Sandra Benítez-Peña;Rafael Blanquero;Emilio Carrizosa;Pepa Ramírez-Cobo;Pepa Ramírez-Cobo

  • Sparsity in Optimal Randomized Classification Trees

    Rafael Blanquero;Emilio Carrizosa;Cristina Molero-Río;Dolores Romero Morales

  • The Weber problem with regional demand

    E. Carrizosa;M. Muñoz-Márquez;J. Puerto

  • Robust newsvendor problem with autoregressive demand

    Emilio Carrizosa;Alba V. Olivares-Nadal;Pepa Ramírez-Cobo

  • Optimal randomized classification trees

    Rafael Blanquero;Emilio Carrizosa;Cristina Molero-Río;Dolores Romero Morales

  • A heuristic method for simultaneous tower and pattern-free field optimization on solar power systems

    E. Carrizosa;C. Domínguez-Bravo;E. Fernández-Cara;M. Quero

  • Binarized Support Vector Machines

    Emilio Carrizosa;Belen Martin-Barragan;Dolores Romero Morales

Frequent Co-Authors

Justo Puerto
Justo Puerto University of Seville
Nenad Mladenović
Nenad Mladenović Khalifa University
Anita Schöbel
Anita Schöbel Technical University of Kaiserslautern
Pierre Hansen
Pierre Hansen HEC Montréal
Stefan Nickel
Stefan Nickel Karlsruhe Institute of Technology
Charles Audet
Charles Audet Polytechnique Montréal
Alfredo Bermúdez
Alfredo Bermúdez University of Santiago de Compostela
Richard Weber
Richard Weber University of Chile
Horst W. Hamacher
Horst W. Hamacher Technical University of Kaiserslautern
Albert Satorra
Albert Satorra Pompeu Fabra University

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