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Emilio Corchado

Emilio Corchado

D-Index & Metrics

Computer Science

D-Index
42
Citations
8065
World Ranking
8332
National Ranking
120

Overview

Emilio Corchado is affiliated with the University of Salamanca in Spain and has contributed extensively to research within the field of Computer Science, focusing on various subfields such as Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Networks and Communications, Industrial and Manufacturing Engineering, and Plant Science.

The scientist's research topics cover a range of areas including Network Security and Intrusion Detection, Anomaly Detection Techniques and Applications, Advanced Malware Detection Techniques, Machine Learning and Data Classification, Smart Agriculture and AI, Imbalanced Data Classification Techniques, and Advanced Statistical Methods and Models.

Frequent co-authors collaborating with Emilio Corchado include Héctor Quintián, Álvaro Herrero, José Luis Calvo-Rolle, Daniel Urda, and Pablo G. Bringas.

Common venues for the publication of this scientist's work include:

  • Neurocomputing
  • Logic Journal of IGPL
  • Cybernetics & Systems
  • Applied Sciences
  • Expert Systems

Examples of recent papers authored include:

  • A Decision-Making Tool Based on Exploratory Visualization for the Automotive Industry, 2020, Applied Sciences
  • ANCES: A novel method to repair attribute noise in classification problems, 2021, Pattern Recognition
  • On the suitability of stacking-based ensembles in smart agriculture for evapotranspiration prediction, 2021, Applied Soft Computing
  • Tackling the problem of noisy IoT sensor data in smart agriculture: Regression noise filters for enhanced evapotranspiration prediction, 2023, Expert Systems with Applications
  • Modelling material flow using the Milk run and Kanban systems in the automotive industry, 2020, Expert Systems

Emilio Corchado's body of work further extends into book publications predominantly with Springer Nature, Springer International Publishing, and Springer Science+Business Media. Notable book contributions include:

  • 13th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2020), 2020
  • Recent Advances in Artificial Intelligence and Data Engineering, 2021
  • 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020), 2020
  • The 11th International Conference on EUropean Transnational Educational (ICEUTE 2020), 2020
  • Intelligent Computing and Applications, 2020
  • 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023
  • International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023), 2023
  • Hybrid Artificial Intelligent Systems, 2021-2023

Best Publications

  • A survey of multiple classifier systems as hybrid systems

    Michał Woniak;Manuel Graña;Emilio Corchado

  • Development of CBR-BDI Agents: A Tourist Guide Application

    Juan M. Corchado;Juan Pavón;Emilio Corchado;Luis Fernando Castillo

  • Neural visualization of network traffic data for intrusion detection

    Emilio Corchado;Álvaro Herrero

  • Maximum likelihood hebbian learning based Retrieval method for CBR systems

    Juan M. Corchado;Emilio S. Corchado;Jim Aiken;Colin Fyfe

  • A forecasting solution to the oil spill problem based on a hybrid intelligent system

    Bruno Baruque;Emilio Corchado;Aitor Mata;Juan M. Corchado

  • Hybrid Artificial Intelligent Systems

    Emilio Corchado;Vaclav Snasel;Ajith Abraham;Michał Woźniak

  • Editorial: Hybrid learning machines

    Ajith Abraham;Emilio Corchado;Juan M. Corchado

  • IBR retrieval method based on topology preserving mappings

    Emilio Corchado;Juan M. Corchado;Jim Aiken

  • Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit

    Emilio Corchado;Donald MacDonald;Colin Fyfe

  • Intelligent Data Engineering and Automated Learning – IDEAL 2006

    Emilio Corchado;Hujun Yin;Vicente Botti;Colin Fyfe

  • Quantifying the Ocean's CO2 budget with a CoHeL-IBR system

    Juan M. Corchado;Jim Aiken;Emilio S. Corchado;Nathalie Lefevre

  • Editorial: Hybrid intelligent algorithms and applications

    Emilio Corchado;Ajith Abraham;Andre de Carvalho

  • Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living

    Sigeru Omatu;Miguel P. Rocha;José Bravo;Florentino Fernández

  • CONNECTIONIST TECHNIQUES FOR THE IDENTIFICATION AND SUPPRESSION OF INTERFERING UNDERLYING FACTORS

    Emilio Corchado;Emilio Corchado;Colin Fyfe

  • Constructing a Global and Integral Model of Business Management Using a CBR System

    Emilio Corchado;Juan M. Corchado;Lourdes Sáiz;Ana Lara

  • Hybrid neural intelligent system to predict business failure in small-to-medium-size enterprises.

    M. Lourdes Borrajo;Bruno Baruque;Emilio Corchado;Javier Bajo

  • Evaluating the air-sea interactions and fluxes using an instance-based reasoning system

    Juan M. Corchado;Jim Aiken;Emilio S. Corchado;Florentino Fdez-Riverola

  • Kernel Maximum Likelihood Hebbian Learning

    Jos Koetsier;Emilio Corchado;Donald MacDonald;Juan M. Corchado

  • Maximum Likelihood Hebbian Rules

    Colin Fyfe;Emilio Corchado

  • A beta-cooperative CBR system for constructing a business management model

    Emilio S. Corchado;Juan M. Corchado;Lourdes Sáiz;Ana Lara

  • Trends in Practical Applications of Agents and Multiagent Systems

    Yves Demazeau;Frank Dignum;Juan M. Corchado;Javier Bajo

Frequent Co-Authors

Juan M. Corchado
Juan M. Corchado University of Salamanca
Ajith Abraham
Ajith Abraham Sai University
Vaclav Snasel
Vaclav Snasel VSB – Technical University of Ostrava
Colin Fyfe
Colin Fyfe University of the West of Scotland
André C. P. L. F. de Carvalho
André C. P. L. F. de Carvalho Universidade de São Paulo
Manuel Graña
Manuel Graña University of the Basque Country
Javier Bajo
Javier Bajo Technical University of Madrid
Hujun Yin
Hujun Yin University of Manchester
Michal Wozniak
Michal Wozniak Wrocław University of Science and Technology
Jeng-Shyang Pan
Jeng-Shyang Pan Shandong University of Science and Technology

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