A hybrid fuzzy clustering approach for diagnosing primary headache disorder

S Simić, Z Banković, JR Villar, D Simić… - Logic Journal of the …, 2021 - academic.oup.com
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 …

A three-stage hybrid clustering system for diagnosing children with primary headache disorder

S Simić, S Sakač, Z Banković, JR Villar… - Logic Journal of the …, 2023 - academic.oup.com
Headache disorders can be considered as the predominant neurological condition. In the
field of neurological diseases, migraine was estimated to cost a total of€ 27 billion per year …

An application of a hybrid intelligent system for diagnosing primary headaches

S Simić, JR Villar, JL Calvo-Rolle, SR Sekulić… - International journal of …, 2021 - mdpi.com
(1) Background: Modern medicine generates a great deal of information that stored in
medical databases. Simultaneously, extracting useful knowledge and making scientific …

Diagnostic accuracy comparison of artificial immune algorithms for primary headaches

U Çelik, N Yurtay, ER Koç, N Tepe… - … methods in medicine, 2015 - Wiley Online Library
The present study evaluated the diagnostic accuracy of immune system algorithms with the
aim of classifying the primary types of headache that are not related to any organic etiology …

Deep convolutional neural networks on automatic classification for skin tumour images

S Simić, SD Simić, Z Banković… - Logic Journal of the …, 2022 - academic.oup.com
The skin, uniquely positioned at the interface between the human body and the external
world, plays a multifaceted immunologic role in human life. In medical practice, early …

A study of data classification and selection techniques to diagnose headache patients

AJ Aljaaf, C Mallucci, D Al-Jumeily, A Hussain… - Applications of big data …, 2018 - Springer
Primary headache disorders are the most common complaint worldwide. The
socioeconomic and personal impact of headache disorders is enormous, as it is the leading …

An ant colony optimization algorithm-based classification for the diagnosis of primary headaches using a website questionnaire expert system

U Celik, N Yurtay - Turkish Journal of Electrical Engineering …, 2017 - journals.tubitak.gov.tr
The purpose of this research was to evaluate the classification accuracy of the ant colony
optimization algorithm for the diagnosis of primary headaches using a website questionnaire …

Insolvency prediction for assessing corporate financial health

D Simić, I Kovačević, S Simić - Logic Journal of the IGPL, 2012 - ieeexplore.ieee.org
The prediction of corporate financial failure, crucial for the prevention and mitigation of
economic downturns in a national economy, requires the categorization of healthy and …

[图书][B] Applications of Big Data Analytics

MM Alani, Alani, Wheeler - 2018 - Springer
Big Data comes in high volume, velocity, and veracity, and from myriad sources, including
log files, social media, apps, IoT, text, video, image, GPS, RFID, and smart cards. The …

Medical diagnosis: Are artificial intelligence systems able to diagnose the underlying causes of specific headaches?

A Farrugia, D Al-Jumeily, M Al-Jumaily… - … on Developments in …, 2013 - ieeexplore.ieee.org
Artificial intelligence is the capability of computing machines to perform at par with humans
in some cognitive tasks. Since its conception in the 1940s, AI has ambitiously evolved to …