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Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors

Sensors (Basel, Switzerland), 2018-11, Vol.18 (12), p.4189

2018

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A novel method for detecting cardiac arrhythmias in electrocardiogram signals using the ANFIS classifier

e-Prime, 2024-09, Vol.9, p.100734, Article 100734

2024

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Feature selection‐integrated classifier optimisation algorithm for network intrusion detection

Concurrency and computation, 2023-10, Vol.35 (23)

Güney, Hüseyin

2023

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Impact of Box-Cox Transformation on Machine-Learning Algorithms

Frontiers in artificial intelligence, 2022-04, Vol.5, p.877569-877569

2022

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Formal definition of the MARS method for quantifying the unique target class discoveries of selected machine classifiers [version 1; peer review: 2 approved with reservations]

F1000 research, 2022, Vol.11, p.391

2022

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Preprocessing Impact Analysis for Machine Learning-Based Network Intrusion Detection

Sakarya university journal of computer and information sciences, 2023-04, Vol.6 (1), p.67-79

GÜNEY, Hüseyin

2023

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A novel approach for predicting the tc center of remotely sensed images using pso based density matrix

Earth science informatics, 2022-03, Vol.15 (1), p.197-209

2022

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Implementation of MARS metrics and MARS charts for evaluating classifier exclusivity: The comparative uniqueness of binary classifier predictions

Software impacts, 2022-05, Vol.12, p.100259, Article 100259

2022

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Automatic segmentation and classification of lung tumour using advance sequential minimal optimisation techniques

IET image processing, 2020-12, Vol.14 (14), p.3355-3365

2020

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Prediction of major depression in adolescents using an optimized multi-channel weighted speech classification system

Biomedical signal processing and control, 2014-11, Vol.14, p.228-239

2014

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IoT Capabilities Analysis by Using Optimized Machine Learning with Uncertain Traffic Modeling

Journal of Uncertain Systems, 2023-03, Vol.16 (1)

2023

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Data Analytics and Applications of the Wearable Sensors in Healthcare

2020

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Formal definition of the MARS method for quantifying the unique target class discoveries of selected machine classifiers [version 2; peer review: 2 approved]

F1000 research, 2022, Vol.11, p.391-391

2022

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An intelligent optimized deep learning model to achieve early prediction of epileptic seizures

Biomedical signal processing and control, 2023-07, Vol.84, p.104798, Article 104798

2023

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Hull vector-based incremental learning of hyperspectral remote sensing images

Journal of applied remote sensing, 2015-08, Vol.9 (1), p.96022

2015

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EEG-Based Machine Learning Models for Emotion Recognition in HRI

Artificial Intelligence in HCI, p.285-297

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Development of an Automatic Classification System for Differentiation of Obstructive Lung Disease using HRCT

Journal of digital imaging, 2009-04, Vol.22 (2), p.136-148

2009

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A sorting optimization curve with quality and yield requirements

Pattern recognition letters, 2010-07, Vol.31 (9), p.983-990

2010

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Supervised data analysis and reliability estimation with exemplary application for spectral data

Neurocomputing (Amsterdam), 2009-10, Vol.72 (16), p.3590-3601

2009

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Ameliorate grasshopper optimization algorithm based long short term memory classification for face emotion recognition system

Multimedia tools and applications, 2024-04, Vol.83 (13), p.37961-37978

2024

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Optimizing the Performance of Spoken Language Recognition With Discriminative Training

IEEE transactions on audio, speech, and language processing, 2008-11, Vol.16 (8), p.1642-1653

2008

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Classification of osteoporosis by artificial neural network based on monarch butterfly optimisation algorithm

Healthcare technology letters, 2018-04, Vol.5 (2), p.70-75

2018

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Development of Coffee Classification by Feature Selection and Classifier Optimization Based on An Electronic Nose

2023 IEEE Conference on AgriFood Electronics (CAFE), 2023, p.104-107

2023

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A Framework for Optimization of Genetic Programming Evolved Classifier Expressions Using Particle Swarm Optimization

Hybrid Artificial Intelligence Systems, p.56-63

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A mathematical modelling to detect sickle cell anemia using Quantum graph theory and Aquila optimization classifier

Mathematical biosciences and engineering : MBE, 2022-01, Vol.19 (10), p.10060-10077

2022

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Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors

A novel method for detecting cardiac arrhythmias in electrocardiogram signals using the ANFIS classifier

Feature selection‐integrated classifier optimisation algorithm for network intrusion detection

Impact of Box-Cox Transformation on Machine-Learning Algorithms

Formal definition of the MARS method for quantifying the unique target class discoveries of selected machine classifiers [version 1; peer review: 2 approved with reservations]

Preprocessing Impact Analysis for Machine Learning-Based Network Intrusion Detection

A novel approach for predicting the tc center of remotely sensed images using pso based density matrix

Implementation of MARS metrics and MARS charts for evaluating classifier exclusivity: The comparative uniqueness of binary classifier predictions

Automatic segmentation and classification of lung tumour using advance sequential minimal optimisation techniques

Prediction of major depression in adolescents using an optimized multi-channel weighted speech classification system

IoT Capabilities Analysis by Using Optimized Machine Learning with Uncertain Traffic Modeling

Data Analytics and Applications of the Wearable Sensors in Healthcare

Formal definition of the MARS method for quantifying the unique target class discoveries of selected machine classifiers [version 2; peer review: 2 approved]

An intelligent optimized deep learning model to achieve early prediction of epileptic seizures

Hull vector-based incremental learning of hyperspectral remote sensing images

EEG-Based Machine Learning Models for Emotion Recognition in HRI

Development of an Automatic Classification System for Differentiation of Obstructive Lung Disease using HRCT

A sorting optimization curve with quality and yield requirements

Supervised data analysis and reliability estimation with exemplary application for spectral data

Ameliorate grasshopper optimization algorithm based long short term memory classification for face emotion recognition system

Optimizing the Performance of Spoken Language Recognition With Discriminative Training

Classification of osteoporosis by artificial neural network based on monarch butterfly optimisation algorithm

Development of Coffee Classification by Feature Selection and Classifier Optimization Based on An Electronic Nose

A Framework for Optimization of Genetic Programming Evolved Classifier Expressions Using Particle Swarm Optimization

A mathematical modelling to detect sickle cell anemia using Quantum graph theory and Aquila optimization classifier

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