Improving binary classification using filtering based on k-NN proximity graphs

by Maher Ala’raj, Munir Majdalawieh, Maysam F. Abbod
Published 2020-03-01

Modelling customers credit card behaviour using bidirectional LSTM neural networks

by Maher Ala’raj, Maysam F. Abbod, Munir Majdalawieh
Published 2021-05-01

The Use of Genetic Programming to Evolve Passive Filter Circuits

by Ogri J. Ushie, Maysam F. Abbod, Julie C. Ogbulezie
Published 2017-09-01

Design of an Efficient Maximum Power Point Tracker Based on ANFIS Using an Experimental Photovoltaic System Data

by Sadeq D. Al-Majidi, Maysam F. Abbod, Hamed S. Al-Raweshidy
Published 2019-08-01

Optimization the Initial Weights of Artificial Neural Networks via Genetic Algorithm Applied to Hip Bone Fracture Prediction

by Yu-Tzu Chang, Jinn Lin, Jiann-Shing Shieh, Maysam F. Abbod
Published 2012-01-01

CloudSimHypervisor: Modeling and Simulating Network Slicing in Software-Defined Cloud Networks

by Andrews O. Nyanteh, Maozhen Li, Maysam F. Abbod, Hamed Al-Raweshidy
Published 2021-01-01

Two-Dimensional Matrix Algorithm Using Detrended Fluctuation Analysis to Distinguish Burkitt and Diffuse Large B-Cell Lymphoma

by Rong-Guan Yeh, Chung-Wu Lin, Maysam F. Abbod, Jiann-Shing Shieh
Published 2012-01-01

Sample entropy analysis for the estimating depth of anaesthesia through human EEG signal at different levels of unconsciousness during surgeries

by Quan Liu, Li Ma, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
Published 2018-05-01

Electroencephalogram Similarity Analysis Using Temporal and Spectral Dynamics Analysis for Propofol and Desflurane Induced Unconsciousness

by Quan Liu, Li Ma, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
Published 2018-01-01

EEG Signals Analysis Using Multiscale Entropy for Depth of Anesthesia Monitoring during Surgery through Artificial Neural Networks

by Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
Published 2015-01-01

Computational Depth of Anesthesia via Multiple Vital Signs Based on Artificial Neural Networks

by Muammar Sadrawi, Shou-Zen Fan, Maysam F. Abbod, Kuo-Kuang Jen, Jiann-Shing Shieh
Published 2015-01-01

Measuring Center of Pressure Signals to Quantify Human Balance Using Multivariate Multiscale Entropy by Designing a Force Platform

by Cheng-Wei Huang, Pei-Der Sue, Maysam F. Abbod, Bernard C. Jiang, Jiann-Shing Shieh
Published 2013-08-01

HRV-derived data similarity and distribution index based on ensemble neural network for measuring depth of anaesthesia

by Quan Liu, Li Ma, Ren-Chun Chiu, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
Published 2017-11-01

Defect Detection in Printed Circuit Boards Using You-Only-Look-Once Convolutional Neural Networks

by Venkat Anil Adibhatla, Huan-Chuang Chih, Chi-Chang Hsu, Joseph Cheng, Maysam F. Abbod, Jiann-Shing Shieh
Published 2020-09-01

Frontal EEG Temporal and Spectral Dynamics Similarity Analysis between Propofol and Desflurane Induced Anesthesia Using Hilbert-Huang Transform

by Quan Liu, Li Ma, Shou-Zen Fan, Maysam F. Abbod, Qingsong Ai, Kun Chen, Jiann-Shing Shieh
Published 2018-01-01

Investigating Properties of the Cardiovascular System Using Innovative Analysis Algorithms Based on Ensemble Empirical Mode Decomposition

by Jia-Rong Yeh, Tzu-Yu Lin, Yun Chen, Wei-Zen Sun, Maysam F. Abbod, Jiann-Shing Shieh
Published 2012-01-01

Spectrum Analysis of EEG Signals Using CNN to Model Patient’s Consciousness Level Based on Anesthesiologists’ Experience

by Quan Liu, Jifa Cai, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh, Yuchen Kung, Longsong Lin
Published 2019-01-01

Applying deep learning to defect detection in printed circuit boards via a newest model of you-only-look-once

by Venkat Anil Adibhatla, Huan-Chuang Chih, Chi-Chang Hsu, Joseph Cheng, Maysam F. Abbod, Jiann-Shing Shieh
Published 2021-05-01

Machine Learning Methods Applied to Predict Ventilator-Associated Pneumonia with <i>Pseudomonas aeruginosa</i> Infection via Sensor Array of Electronic Nose in Intensive Care Unit

by Yu-Hsuan Liao, Zhong-Chuang Wang, Fu-Gui Zhang, Maysam F. Abbod, Chung-Hung Shih, Jiann-Shing Shieh
Published 2019-04-01

Application of Multivariate Empirical Mode Decomposition and Sample Entropy in EEG Signals via Artificial Neural Networks for Interpreting Depth of Anesthesia

by Jiann-Shing Shieh, Jeng-Fu Wu, Kuo-Kuang Jen, Jeng-Rung Huang, Maysam F. Abbod, Shou-Zen Fan
Published 2013-08-01