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Classification of Brainwaves for Sleep Stages by High-Dimensional FFT Features from EEG Signals

Applied sciences, 2020-03, Vol.10 (5), p.1797

2020

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Evaluation of sleep stage classification using feature importance of EEG signal for big data healthcare

International journal of advances in intelligent informatics, 2023-11, Vol.9 (3), p.418-428

2023

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Applying Deep Learning Models to Mouse Behavior Recognition

Journal of biomedical science and engineering, 2019, Vol.12 (2), p.183-196

2019

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Improving with Hybrid Feature Selection in Software Defect Prediction

JOIN (Jurnal Online Informatika (Online), 2024-04, Vol.9 (1), p.52-60

2024

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DNA Sequence Classification by Convolutional Neural Network

Journal of biomedical science and engineering, 2016, Vol.9 (5), p.280-286

2016

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Performance Comparison of Adaptive Neuro Fuzzy Inference System and Support Vector Machine Algorithm in Balanced and Unbalanced Multiclass Data Classification

2021 4th International Conference of Computer and Informatics Engineering (IC2IE), 2021, p.36-39

2021

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Analysis of New Features on the Performance of the Support Vector Machine Algorithm in Classification of Natural Disaster Messages

2021 4th International Conference of Computer and Informatics Engineering (IC2IE), 2021, p.317-322

2021

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An in Silico Study of the Cathepsin L Inhibitory Activity of Bioactive Compounds in Stachytarpheta jamaicensis as a Covid-19 Drug Therapy

Makara journal of science, 2022-03, Vol.26 (1)

2022

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The impact of software metrics in NASA metric data program dataset modules for software defect prediction

Telkomnika, 2024-08, Vol.22 (4), p.846

2024

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Optimized multi correlation-based feature selection in software defect prediction

Telkomnika, 2024-06, Vol.22 (3), p.598-605

2024

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Membrane Filter Replacement System for Portable South Kalimantan Peat Water Treatment Solar-Powered Using Fuzzy Inference System Takagi-Sugeno-Kang Method

Polish journal of environmental studies, 2024-06, Vol.33 (5), p.5239-5247

2024

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Parameter estimation for high dimensional classification model on colon cancer microarray dataset

Journal of physics. Conference series, 2021-05, Vol.1899 (1), p.12113

2021

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Combination of texture feature extraction and forward selection for one-class support vector machine improvement in self-portrait classification

International journal of electrical and computer engineering (Malacca, Malacca), 2023-02, Vol.13 (1), p.425

2023

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Effect of Feature Engineering Technique for Determining Vegetation Density

International journal of advanced computer science & applications, 2022-01, Vol.13 (7)

2022

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Cross Entropy Based Sparse Logistic Regression to Identify Phenotype-Related Mutations in Methicillin-Resistant Staphylococcus aureus

Journal of biomedical science and engineering, 2020, Vol.13 (7), p.168-174

2020

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Improved Protein Phosphorylation Site Prediction by a New Combination of Feature Set and Feature Selection

Journal of biomedical science and engineering, 2018, Vol.11 (6), p.144-157

2018

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Improving Protein Sequence Classification Performance Using Adjacent and Overlapped Segments on Existing Protein Descriptors

Journal of biomedical science and engineering, 2018, Vol.11 (6), p.126-143

2018

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Combined Use of k-Mer Numerical Features and Position-Specific Categorical Features in Fixed-Length DNA Sequence Classification

Journal of biomedical science and engineering, 2017, Vol.10 (8), p.390-401

2017

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The Effect of Batch Size and Epoch on Performance of ShuffleNet-CNN Architecture for Vegetation Density Classification

7th International Conference on Sustainable Information Engineering and Technology 2022, 2022, p.39-46

2022

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An Effective Preprocessing Data on Performance of Machine Learning for ECG-Based Personal Authentication

Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, 2023, p.581-588

2023

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The Effect of Channel Size on Performance of 1D CNN Architecture for Automatic Detection of Self-Reported COVID-19 Symptoms on Twitter

2023 International Seminar on Intelligent Technology and Its Applications (ISITIA), 2023, p.621-625

2023

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Applying Features Based on Word Embedding Techniques to 1D CNN for Natural Disaster Messages Classification

2022 5th International Conference of Computer and Informatics Engineering (IC2IE), 2022, p.192-197

2022

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A Social Community Sensor for Natural Disaster Monitoring in Indonesia Using Hybrid 2D CNN LSTM

Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, 2023, p.250-258

2023

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Design of Application Framework for Vital Sign Monitoring and Remote Doctor Consultation

Proceedings of the 8th International Conference on Sustainable Information Engineering and Technology, 2023, p.473-480

2023

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Accurate Deep Learning-Based Sleep Apnea Detection from Cardiac Physiological Signals

2023 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob), 2023, p.284-289

2023

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Classification of Brainwaves for Sleep Stages by High-Dimensional FFT Features from EEG Signals

Evaluation of sleep stage classification using feature importance of EEG signal for big data healthcare

Applying Deep Learning Models to Mouse Behavior Recognition

Improving with Hybrid Feature Selection in Software Defect Prediction

DNA Sequence Classification by Convolutional Neural Network

Performance Comparison of Adaptive Neuro Fuzzy Inference System and Support Vector Machine Algorithm in Balanced and Unbalanced Multiclass Data Classification

Analysis of New Features on the Performance of the Support Vector Machine Algorithm in Classification of Natural Disaster Messages

An in Silico Study of the Cathepsin L Inhibitory Activity of Bioactive Compounds in Stachytarpheta jamaicensis as a Covid-19 Drug Therapy

The impact of software metrics in NASA metric data program dataset modules for software defect prediction

Optimized multi correlation-based feature selection in software defect prediction

Membrane Filter Replacement System for Portable South Kalimantan Peat Water Treatment Solar-Powered Using Fuzzy Inference System Takagi-Sugeno-Kang Method

Parameter estimation for high dimensional classification model on colon cancer microarray dataset

Combination of texture feature extraction and forward selection for one-class support vector machine improvement in self-portrait classification

Effect of Feature Engineering Technique for Determining Vegetation Density

Cross Entropy Based Sparse Logistic Regression to Identify Phenotype-Related Mutations in Methicillin-Resistant Staphylococcus aureus

Improved Protein Phosphorylation Site Prediction by a New Combination of Feature Set and Feature Selection

Improving Protein Sequence Classification Performance Using Adjacent and Overlapped Segments on Existing Protein Descriptors

Combined Use of k-Mer Numerical Features and Position-Specific Categorical Features in Fixed-Length DNA Sequence Classification

The Effect of Batch Size and Epoch on Performance of ShuffleNet-CNN Architecture for Vegetation Density Classification

An Effective Preprocessing Data on Performance of Machine Learning for ECG-Based Personal Authentication

The Effect of Channel Size on Performance of 1D CNN Architecture for Automatic Detection of Self-Reported COVID-19 Symptoms on Twitter

Applying Features Based on Word Embedding Techniques to 1D CNN for Natural Disaster Messages Classification

A Social Community Sensor for Natural Disaster Monitoring in Indonesia Using Hybrid 2D CNN LSTM

Design of Application Framework for Vital Sign Monitoring and Remote Doctor Consultation

Accurate Deep Learning-Based Sleep Apnea Detection from Cardiac Physiological Signals

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