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An Empirical Study of Machine Learning Algorithms for Stock Daily Trading Strategy

Mathematical problems in engineering, 2019-01, Vol.2019 (2019), p.1-30

2019

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Evolution of the Efficiency of Nationwide Commercial Banks in China Based on an SBM-Undesirable Model and DEA Window Analysis

Mathematical problems in engineering, 2020, Vol.2020 (2020), p.1-12

2020

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A Novel Soft Ensemble Model for Financial Distress Prediction with Different Sample Sizes

Mathematical problems in engineering, 2019-01, Vol.2019 (2019), p.1-12

2019

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Diagnostic Biomedical Signal and Image Processing Applications with Deep Learning Methods

1, 2023

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Attention based CNN model for fire detection and localization in real-world images

Expert systems with applications, 2022-03, Vol.189, p.116114, Article 116114

2022

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Classification of epileptiform EEG using a hybrid system based on decision tree classifier and fast Fourier transform

Applied mathematics and computation, 2007-04, Vol.187 (2), p.1017-1026

2007

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A novel classification framework using multiple bandwidth method with optimized CNN for brain–computer interfaces with EEG-fNIRS signals

Neural computing & applications, 2021-11, Vol.33 (22), p.15815-15829

2021

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A new feature selection method on classification of medical datasets: Kernel F-score feature selection

Expert systems with applications, 2009-09, Vol.36 (7), p.10367-10373

2009

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Spatio-temporal characterisation and compensation method based on CNN and LSTM for residential travel data

PeerJ. Computer science, 2024-05, Vol.10, p.e2035-e2035, Article e2035

2024

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Novel hybrid DNN approaches for speaker verification in emotional and stressful talking environments

Neural computing & applications, 2021-12, Vol.33 (23), p.16033-16055

2021

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Particle swarm optimization based feature enhancement and feature selection for improved emotion recognition in speech and glottal signals

PloS one, 2015-03, Vol.10 (3), p.e0120344-e0120344

2015

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Residual block fully connected DCNN with categorical generalized focal dice loss and its application to Alzheimer's disease severity detection

PeerJ. Computer science, 2023, Vol.9, p.e1599-e1599, Article e1599

2023

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A Novel Multi-Task Learning Network Based on Melanoma Segmentation and Classification with Skin Lesion Images

Diagnostics (Basel), 2023-01, Vol.13 (2), p.262

2023

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An innovative approach to detecting the freshness of fruits and vegetables through the integration of convolutional neural networks and bidirectional long short-term memory network

Current research in food science, 2024-01, Vol.8, p.100723, Article 100723

2024

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Otitis media detection using tympanic membrane images with a novel multi-class machine learning algorithm

PeerJ. Computer science, 2021-02, Vol.7, p.e405-e405, Article e405

2021

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A Novel Cuffless Blood Pressure Prediction: Uncovering New Features and New Hybrid ML Models

Diagnostics (Basel), 2023-03, Vol.13 (7), p.1278

2023

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Similarity-based attribute weighting methods via clustering algorithms in the classification of imbalanced medical datasets

Neural computing & applications, 2018-08, Vol.30 (3), p.987-1013

Polat, Kemal

2018

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Classification of Parkinson's disease using feature weighting method on the basis of fuzzy C-means clustering

International journal of systems science, 2012-04, Vol.43 (4), p.597-609

Polat, Kemal

2012

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Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing

Pattern recognition, 2006-11, Vol.39 (11), p.2186-2193

2006

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A Novel Framework of Two Successive Feature Selection Levels Using Weight-Based Procedure for Voice-Loss Detection in Parkinson's Disease

IEEE access, 2020, Vol.8, p.76193-76203

2020

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Determination of COVID-19 pneumonia based on generalized convolutional neural network model from chest X-ray images

Expert systems with applications, 2021-10, Vol.180, p.115141-115141, Article 115141

2021

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A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization

Applied soft computing, 2020-12, Vol.97, p.106580-106580, Article 106580

2020

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Parkinson disease classification using one against all based data sampling with the acoustic features from the speech signals

Medical hypotheses, 2020-07, Vol.140, p.109678-109678, Article 109678

2020

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Quick Leukocyte Nucleus Segmentation in Leukocyte Counting

Computational and mathematical methods in medicine, 2019-01, Vol.2019 (2019), p.1-10

2019

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Wavelet transform based deep residual neural network and ReLU based Extreme Learning Machine for skin lesion classification

Expert systems with applications, 2023-03, Vol.213, p.119064, Article 119064

2023

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An Empirical Study of Machine Learning Algorithms for Stock Daily Trading Strategy

Evolution of the Efficiency of Nationwide Commercial Banks in China Based on an SBM-Undesirable Model and DEA Window Analysis

A Novel Soft Ensemble Model for Financial Distress Prediction with Different Sample Sizes

Diagnostic Biomedical Signal and Image Processing Applications with Deep Learning Methods

Attention based CNN model for fire detection and localization in real-world images

Classification of epileptiform EEG using a hybrid system based on decision tree classifier and fast Fourier transform

A novel classification framework using multiple bandwidth method with optimized CNN for brain–computer interfaces with EEG-fNIRS signals

A new feature selection method on classification of medical datasets: Kernel F-score feature selection

Spatio-temporal characterisation and compensation method based on CNN and LSTM for residential travel data

Novel hybrid DNN approaches for speaker verification in emotional and stressful talking environments

Particle swarm optimization based feature enhancement and feature selection for improved emotion recognition in speech and glottal signals

Residual block fully connected DCNN with categorical generalized focal dice loss and its application to Alzheimer's disease severity detection

A Novel Multi-Task Learning Network Based on Melanoma Segmentation and Classification with Skin Lesion Images

An innovative approach to detecting the freshness of fruits and vegetables through the integration of convolutional neural networks and bidirectional long short-term memory network

Otitis media detection using tympanic membrane images with a novel multi-class machine learning algorithm

A Novel Cuffless Blood Pressure Prediction: Uncovering New Features and New Hybrid ML Models

Similarity-based attribute weighting methods via clustering algorithms in the classification of imbalanced medical datasets

Classification of Parkinson's disease using feature weighting method on the basis of fuzzy C-means clustering

Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing

A Novel Framework of Two Successive Feature Selection Levels Using Weight-Based Procedure for Voice-Loss Detection in Parkinson's Disease

Determination of COVID-19 pneumonia based on generalized convolutional neural network model from chest X-ray images

A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization

Parkinson disease classification using one against all based data sampling with the acoustic features from the speech signals

Quick Leukocyte Nucleus Segmentation in Leukocyte Counting

Wavelet transform based deep residual neural network and ReLU based Extreme Learning Machine for skin lesion classification

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