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Comprehensive framework for thyroid disorder diagnosis: Integrating advanced feature selection, genetic algorithms, and machine learning for enhanced accuracy and other performance matrices
Kumar, Ankur, Dhanka, Sanjay, Sharma, Abhinav, Sharma, Anchal, Maini, Surita, Fahlevi, Mochammad, Rabby, Fazla, Aljuaid, Mohammed, Bansal, Rohit
Published in PloS one (18.06.2025)
Published in PloS one (18.06.2025)
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Journal Article
Heterogeneous Ensemble Combination Search Using Genetic Algorithm for Class Imbalanced Data Classification
Haque, Mohammad Nazmul, Noman, Nasimul, Berretta, Regina, Moscato, Pablo
Published in PloS one (14.01.2016)
Published in PloS one (14.01.2016)
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Journal Article
Automatic Classification of Fatty Liver Disease Based on Supervised Learning and Genetic Algorithm
Gaber, Ahmed, Youness, Hassan A., Hamdy, Alaa, Abdelaal, Hammam M., Hassan, Ammar M.
Published in Applied sciences (01.01.2022)
Published in Applied sciences (01.01.2022)
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Journal Article
Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases
Nematzadeh, Sajjad, Kiani, Farzad, Torkamanian-Afshar, Mahsa, Aydin, Nizamettin
Published in Computational biology and chemistry (01.04.2022)
Published in Computational biology and chemistry (01.04.2022)
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Journal Article
Boosting Arithmetic Optimization Algorithm with Genetic Algorithm Operators for Feature Selection: Case Study on Cox Proportional Hazards Model
Ewees, Ahmed A., Al-qaness, Mohammed A. A., Abualigah, Laith, Oliva, Diego, Algamal, Zakariya Yahya, Anter, Ahmed M., Ali Ibrahim, Rehab, Ghoniem, Rania M., Abd Elaziz, Mohamed
Published in Mathematics (Basel) (01.09.2021)
Published in Mathematics (Basel) (01.09.2021)
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Journal Article
Enhancing SARS-CoV‑2 Lineage Surveillance through the Integration of a Simple and Direct qPCR-Based Protocol Adaptation with Established Machine Learning Algorithms
Aksenen, Cleber Furtado, Ferreira, Debora Maria Almeida, Jeronimo, Pedro Miguel Carneiro, Costa, Thais de Oliveira, de Souza, Ticiane Cavalcante, Lino, Bruna Maria Nepomuceno Sousa, Farias, Allysson Allan de, Miyajima, Fabio
Published in Analytical chemistry (Washington) (19.11.2024)
Published in Analytical chemistry (Washington) (19.11.2024)
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Journal Article
Parrot optimizer: Algorithm and applications to medical problems
Lian, Junbo, Hui, Guohua, Ma, Ling, Zhu, Ting, Wu, Xincan, Heidari, Ali Asghar, Chen, Yi, Chen, Huiling
Published in Computers in biology and medicine (01.04.2024)
Published in Computers in biology and medicine (01.04.2024)
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Journal Article
A real time computer aided object detection of nasopharyngeal carcinoma using genetic algorithm and artificial neural network based on Haar feature fear
Mohammed, Mazin Abed, Abd Ghani, Mohd Khanapi, Arunkumar, N., Hamed, Raed Ibraheem, Abdullah, Mohamad Khir, Burhanuddin, M.A.
Published in Future generation computer systems (01.12.2018)
Published in Future generation computer systems (01.12.2018)
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Journal Article
LAGOA: Learning automata based grasshopper optimization algorithm for feature selection in disease datasets
Dey, Chiradeep, Bose, Rajarshi, Ghosh, Kushal Kanti, Malakar, Samir, Sarkar, Ram
Published in Journal of ambient intelligence and humanized computing (01.06.2022)
Published in Journal of ambient intelligence and humanized computing (01.06.2022)
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Journal Article
An Artificial Neural Network based expert system fitted with Genetic Algorithms for detecting the status of several rotary components in agro-industrial machines using a single vibration signal
Martínez-Martínez, Víctor, Gomez-Gil, Francisco Javier, Gomez-Gil, Jaime, Ruiz-Gonzalez, Ruben
Published in Expert systems with applications (01.10.2015)
Published in Expert systems with applications (01.10.2015)
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Journal Article