Search Results - (( (federation OR moderation) classifications technique ) OR ( evolution computing techniques ))

Adaptive federated learning model with unsupervised autoencoder-based reconstruction for imbalanced medical image classification by Zainal Abidin, Nadzurah, Ismail, Amelia Ritahani, ,

“…These consistent gains indicate the framework’s scalability and robustness for federated medical image classification under real- world imbalance conditions.…”
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Representation Of Rational Bézier Quadratics Using Genetic Algorithm, Differential Evolution And Particle Swarm Optimization by Yahya, Zainor Ridzuan

“…For each proposed soft computing technique, parameter tuning is done as an essential study. …”
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Differential evolution technique of HEPWM for three-phase voltage source inverter by Azziddin, Mohamad Razali, Kamisman, Norazelina, Jurifa, Mat Lazi, Bahari, Norhazilina

“…This paper presents the execution of Differential Evolution (DE) algorithm in order to understand the principle operation of Harmonic Elimination Pulse-Width Modulation (HEPWM) switching technique. …”
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Harmonic Elimination Pulse Width Modulation Using Differential Evolution Technique For Three Phase Voltage Source Inverter by Kamisman, Norazelina

“…Differential Evolution (DE) has been gaining popularity among researchers as an effective yet simple evolutionary algorithm to solve the optimization problems. …”
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Comparison of measured maxillo-pharyngeal angle on lateral cervical radiograph & modified mallampati classification in predicting difficult laryngoscopy by Ming, Fung Eng

“…Available techniques have poor to moderate sensitivity and reliability for the task. …”
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An intra-severity classification and adaptation technique to improve dysarthric speech recognition accuracy / Bassam Ali Qasem Al-Qatab by Bassam Ali Qasem, Al-Qatab

“…Our proposed method introduces the intra-severity classification and adaptation techniques which are applied sequentially in two stages of system development. …”
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Per-pixel and sub-pixel classifications of high-resolution satellite data for mangrove species mapping by Kanniah, Kasturi Devi, Ng, Su Wai, Lau, Alvin Meng Shin, Rasib, Abd. Wahid

“…Conventional per-pixel classification techniques could not improve the classification accuracy when such high-resolution images are applied. …”
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Modeling 2D appearance evolution for 3D object categorization by Mohd Zaki, Hasan Firdaus, Shafait, Faisal, Mian, Ajmal

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Determination and classification of human stress index using nonparametric analysis of EEG signals / Norizam Sulaiman by Sulaiman, Norizam

“…The assignment of the stress index is verified by applying Z-score technique to the selected EEG features. The experiments established a 3-level index (Index 1, Index 2 and Index 3) which represents the stress levels of low stress, moderate stress and high stress at overall classification accuracy of 88.89%, classification sensitivity of 86.67 % and classification specificity of 100%. …”
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Determination and classification of human stress index using non parametric analysis of EEG signals / Norizam Sulaiman by Sulaiman, Norizam

“…The assignment of the stress index is verified by applying Z-score technique to the selected EEG features. The experiments established a 3-level index (Index 1, Index 2 and Index 3) which represents the stress levels of low stress, moderate stress and high stress at overall classification accuracy of 88.89%, classification sensitivity of 86.67 % and classification specificity of 100%. …”
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HEAT EXCHANGER NETWORK SYNTHESIS AND OPTIMIZATION BY PINCH ANALYSIS AND DIFFERENTIAL EVOLUTION METHOD by NGO , THI PHUONG THUY

“…This metadology way uses an algorithm which combines Pinch Design Method and Differential Evolution Method. In this technique, the Heat Exchanger Network synthesis is carried out in three levels. …”
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A telemedicine software application for asthma severity levels identification using wheeze sounds classification by Nabi, Fizza Ghulam, Shafiq, Muhammad, Sundaraj, Kenneth, Iqbal, Muhammad Shahid, Palaniappan, Rajkumar

“…MFCC-based features classification provides maximum accuracy of 99%, 90%, and 89% for mild, moderate, and severe samples, respectively. …”
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Decomposition–based multi-objective differential evolution for extractive multi-document automatic text summarization by Wahab, Muhammad Hafizul Hazmi, Abdul Hamid, Nor Asilah Wati, Subramaniam, Shamala, Latip, Rohaya, Othman, Mohamed

“…However, the current approach faces a significant hurdle due to the computational intensity of the process, particularly when employing complex optimization techniques like swarm intelligence optimization alongside a costly ATS repair operator. …”
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Transfer learning and hybrid deep convolutional neural networks models for autism spectrum disorder classification from EEG signals by Al-Qazzaz, Noor Kamal, Aldoori, Alaa A., Buniya, Ali K., Mohd Ali, Sawal Hamid, Ahmad, Siti Anom

“…Accordingly, the primary goal of this study is to use the pre-trained CNNs as classifiers in order to reap the benefits of transfer learning, and the secondary goal is to propose a hybrid model by employing decision tree (DT), K nearest neighbour (KNN), and a Support Vector Machine (SVM) machine learning classification techniques to categorise the features of the pre-trained CNN networks into mild, moderate, severe, and normal categories. …”
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Determination and classification of human stress index using non-parametric analysis of EEG signals by Norizam, Sulaiman

“…The assignment of the stress index is verified by applying Z-score technique to the selected EEG features. The experiments established a 3-level index (Index 1, Index 2 and Index 3) which represents the stress levels of low stress, moderate stress and high stress at overall classification accuracy of 88.89%, classification sensitivity of 86.67 % and classification specificity of 100%. …”
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The Evolution Of Non-Invasive Blood Glucose Monitoring System For Personal Application by Nurul Akmal, Abd Salam, Wira Hidayat, Mohd Saad, Zahariah, Manap, Fauziyah, Salehuddin

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Computational intelligence based technique for solving economic dispatch problem / Nur Azzammudin Rahmat by Rahmat, Nur Azzammudin

“…Therefore, this research proposes a new computational technique termed as Differential Evolution Immunized Ant Colony Optimization (DEIANT) as an approach to solve the complex economic dispatch process. …”
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Major issues in the development of a Hacker's Code of Ethics / Ahmad Hafidz Baharom Alam Shah by Baharom Alam Shah, Ahmad Hafidz

“…The first day, the computer was invented. The next day it was hacked. …”
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Change detection of green spaces in Putrajaya using remote sensing technique by Azhar, Muhammad Nabil Asyraf

“…The study shows the effectiveness, accuracy of remote sensing technique in monitoring the land cover change.…”
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Two level Differential Evolution algorithms for ARMA parameters estimatio by Salami, Momoh Jimoh Emiyoka, Tijani, Ismaila, Aibinu, Abiodun Musa

“…An Evolutionary Algorithm (EA) comprising two-level Differential Evolution (DE) optimization scheme is proposed. The first level searches for the appropriate model order while the second level computes the optimal/sub-optimal corresponding parameters. …”
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