7 found
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  1.  2
    Anomaly Detection Based on One-Class Intelligent Techniques Over a Control Level Plant.Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Dragan Simić, Juan-Albino Méndez-Pérez & José Luis Calvo-Rolle - 2020 - Logic Journal of the IGPL 28 (4):502-518.
    A large part of technological advances, especially in the field of industry, have been focused on the optimization of productive processes. However, the detection of anomalies has turned out to be a great challenge in fields like industry, medicine or stock markets. The present work addresses anomaly detection on a control level plant. We propose the application of different intelligent techniques, which allow to obtain one-class classifiers using real data taken from the correct plant operation. The performance of each classifier (...)
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  2.  5
    A Hybrid Case-Based Reasoning Approach to Detecting the Optimal Solution in Nurse Scheduling Problem.Svetlana Simić, Dragana Milutinović, Slobodan Sekulić, Dragan Simić, Svetislav D. Simić & Jovanka Đorđević - forthcoming - Logic Journal of the IGPL.
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  3.  7
    A Hybrid Evolutionary Model for Supplier Assessment and Selection in Inbound Logistics.Dragan Simić, Vasa Svirčević & Svetlana Simić - 2015 - Journal of Applied Logic 13 (2):138-147.
  4.  1
    A Hybrid Fuzzy Clustering Approach for Diagnosing Primary Headache Disorder.Svetlana Simić, Zorana Banković, José R. Villar, Dragan Simić & Svetislav D. Simić - forthcoming - Logic Journal of the IGPL.
    Clustering is one of the most fundamental and essential data analysis tasks with broad applications. It has been studied in various research fields: data mining, machine learning, pattern recognition and in engineering, economics and biomedical data analysis. Headache is not a disease that typically shortens one’s life, but it can be a serious social as well as a health problem. Approximately 27 billion euros per year are lost through reduced work productivity in the European community. This paper is focused on (...)
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  5.  10
    50 Years of Fuzzy Set Theory and Models for Supplier Assessment and Selection: A Literature Review.Dragan Simić, Ilija Kovačević, Vasa Svirčević & Svetlana Simić - 2017 - Journal of Applied Logic 24:85-96.
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  6.  1
    A Novel Fuzzy Metaheuristic Approach in Nurse Rerostering Problem.Svetlana Simić, Emilio Corchado, Dragan Simić, Jovanka Đorđević & Svetislav D. Simić - 2020 - Logic Journal of the IGPL 28 (4):583-595.
    In the past 50 years nurse scheduling has received considerable attention in the research community. There are two cases regarding the nurse scheduling problem : the static and dynamic. Dynamic NSP, is often called nurse rerostering problem, which presents reconstruction or modification of the predetermined roster for the current scheduling horizon. The aim of this paper is to present new hybrid strategy for nurse NRRP problem. The proposed methodology is based on efficient cooperation between fuzzy logic, ordered weighted averaging and (...)
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  7.  6
    Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution.Dragan Simić & Svetlana Simić - 2012 - In Emilio Corchado, Vaclav Snasel, Ajith Abraham, Michał Woźniak, Manuel Grana & Sung-Bae Cho (eds.), Hybrid Artificial Intelligent Systems. Springer. pp. 208--220.