Search Results - "Aris, Siti Armiza Mohd"

Hybrid Approach of EEG Stress Level Classification Using K-Means Clustering and Support Vector Machine by Wen, Tee Yi, Mohd Aris, Siti Armiza

“…Support vector machine (SVM) algorithms are prevalent in classifying electroencephalogram (EEG) signals for the detection of mental stress at various levels…”
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Comparison of Auto ARIMA and Auto SARIMA Performance in COVID-19 Prediction by Hasri, Hudzaifah, Mohd Aris, Siti Armiza, Ahmad, Robiah

“…Forecasting the number of COVID-19 cases is crucial in effectively managing and reducing the consequences of the current global health crisis. The objective of…”
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EEG Signals Identification Using Neural Network Due To Radiofrequency Exposure by Isa, Roshakimah Mohd, Nasir Taib, Mohd, Mohd Aris, Siti Armiza

“…Electroencephalogram (EEG) signals; alpha, beta, theta and delta sub bands were used as inputs to the signals identification system with three discrete…”
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Second Derivative and Contour Analysis of PPG for Diabetic Patients by Usman, Sahnius, Bani, Nurul Aini, Mad Kaidi, Hazilah, Mohd Aris, Siti Armiza, Zura A. Jalil, Siti, Muhtazaruddin, Mohd Nabil

“…Diabetes mellitus is a group of metabolic diseases associated with the production and/or reaction of insulin leading to hyperglycemia. Glycated hemoglobin…”
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Performance measure of the multi-class classification for the EEG calmness categorization study by Armiza Mohd Aris, Siti, Jahidin, Aisyah Hartini, Taib, Mohd Nasir

“…This study presents a small part of the major study, involved in categorizing EEG calmness. The kNN classifier was used to classify EEG features named as…”
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EEG-based Stress Features Using Spectral Centroids Technique and k-Nearest Neighbor Classifier by Sulaiman, Norizam, Taib, Mohd Nasir, Lias, Sahrim, Murat, Zunairah Hj, Aris, Siti Armiza Mohd, Hamid, Noor Hayatee Abdul

“…This paper presents the combination of electroencephalogram (EEG) power spectrum ratio and Spectral Centroids techniques to extract unique features for human…”
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Stress features identification from EEG signals using EEG Asymmetry & Spectral Centroids techniques by Sulaiman, N, Taib, Mohd Nasir, Aris, Siti Armiza Mohd, Hamid, Noor Hayatee Abdul, Lias, S, Murat, Zunairah Haji

“…This paper presents EEG Asymmetry and Spectral Centroids techniques in extracting unique features for human stress. The study involved 51 subjects (27 males…”
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Initial investigation on alpha asymmetry during listening to therapy music by Aris, Siti Armiza Mohd, Sulaiman, Norizam, Hamid, Noor Hayatee Abdul, Taib, Mohd Nasir

“…Several studies had shown that frontal alpha-asymmetry is closely related to emotions and motivation. The present study is to investigate the frontal alpha…”
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NBEC 2023 Foreword

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The Analysis of EEG Spectrogram Image for Brainwave Balancing Application Using ANN by Mustafa, M, Taib, M N, Murat, Z H, Sulaiman, N, Aris, S A M

“…The purpose of this paper is to analysis EEG spectrogram image using Artificial Neural Network (ANN) for brainwave balancing application. Time-frequency…”
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Linear Regression and Holt's Winter Algorithm in Forecasting Daily Coronavirus Disease 2019 Cases in Malaysia: Preliminary Study by Hasri, Hudzaifah, Aris, Siti Armiza Mohd, Ahmad, Robiah

“…Coronavirus disease 2019 is a fatal viral disease presently sweeping the globe. COVID-19 is a novel coronavirus that produces an infectious illness. Thus,…”
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Image Compression Using AMBTC with Artificial Neural Networks by Ali, Aqeel Noori Mohammed, Ahmad, Norulhusna, Noor, Norliza Mohd, Aris, Siti Armiza Mohd

“…Image compression is one of the most crucial image processing techniques widely used in multimedia signal processing. Traditional lossy image compression…”
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IRPMID: Medical XRAY Image Impulse Noise Removal using Partition Aided Median, Interpolation and DWT by Shajahan, Mohamed, Aris, Siti Armiza Mohd, Usman, Sahnius, Noor, Norliza Mohd

“…The use of dental radiography techniques like XRay has increased the diagnosis efficiency, but the images contain impulse noise. Therefore, denoising is a very…”
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Electroencephalogram Stress Classification of Single Electrode using K-means Clustering and Support Vector Machine by Wen, Tee Yi, Aris, Siti Armiza Mohd, Jalil, Siti Zura A., Usman, Sahnius

“…Stress is the body's natural reaction to life events and chronic stress disrupts the physiological equilibrium of the body which ultimately contributes to a…”
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Association of Hand Grip and Pinch Strength Reading with Nutritional Health Status Among Orang Asli in Perak, Malaysia by Usman, Sahnius, Rusli, Fatin lAliah, Noor, Norliza Mohd, Aris, Siti Armiza Mohd, Muhtazaruddin, Mohd Nabil, Rahman, Sharifah Alwiah Syed Abd, Bani, Nurul Aini

“…Malaysian indigenous people, locally known as Orang Asli, live in remote forest areas for centuries and rely heavily on agriculture for their daily…”
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Development of Speech Therapy Mobile Application for Aphasia Patients by Aziz, Muhammad Adham, Jalil, Siti Zura Abd, Rahaman, Sharifah Alwiah Syed Abdul, Abdullah, Haslaile, Ismail, Siti Haida, Aris, Siti Armiza Mohd, Noor, Norliza Mohd, Aziz, Mohd Azmarul A

“…Aphasia is a difficulty in communication due to the loss of linguistic abilities caused by brain injuries. People with aphasia can recover their lost abilities…”
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Statistical Feature Analysis of EEG Alpha Asymmetry Between Relaxed and Non-Relaxed by Aris, Siti Armiza Mohd, Jalil, Siti Zura A., Bani, Nurul Aini, Kaidi, Hazilah Mad, Muhtazaruddin, Mohd Nabil

“…In the previous study, the EEG data features which comprise of relaxed and non-relaxed conditions were clustered to a group of three, four and five using Fuzzy…”
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Classification of psychophysiological conditions using k-Nearest Neighbour by Aris, Siti Armiza Mohd, Taib, Mohd Nasir

“…In this study, the approximate behaviour during resting state and mental task state are predicted to be grouped via asymmetry score. This is realized by…”
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Hybrid Power Supply System for Telecommunication Base Station by Salihoddin, Muhammad Afiq Bin Mohd, Muhtazaruddin, Mohd Nabil Bin, Bani, Nurul Aini, Aris, Siti Armiza Mohd, Kaidi, Hazilah Mad, Jalil, Siti Zura A., Izhar, Mohd Azri Mohd

“…This research paper presents the results of the implementation of solar hybrid power supply system at telecommunication base tower to reduce the fuel…”
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Recognition of body segment based on human electromagnetic radiation analysis by Jalil, Siti Zura A., Aris, Siti Armiza Mohd, Bani, Nurul Aini, Kaidi, Hazilah Mad, Muhtazaruddin, Mohd Nabil

“…The human body is shown have their own radiation, which emits at certain frequencies into space on their surrounding body. This study proposes an approach for…”
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