Maysam F. Abbod

83 papers B 2C 5Misc 1Journal 53Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Intelligent Resource Allocation via Hybrid Reinforcement Learning in 5G Network Slicing. IEEE Access Zahraa Zakariya Saleh, Maysam F. Abbod, Rajagopal Nilavalan
2025	J	`jnl`	The new development in the lower limb exoskeleton - a review. Int. J. Medical Eng. Informatics Jun-Yi Ge, Maysam F. Abbod, Jiann-Shing Shieh
2023	J	`jnl`	A Novel Metaheuristic Hybrid Parthenogenetic Algorithm for Job Shop Scheduling Problems: Applying an Optimization Model. IEEE Access Atefeh Momenikorbekandi, Maysam F. Abbod
2023	J	`jnl`	Automatic IHR-based sleep stage detection using features of residual neural network. Biomed. Signal Process. Control. Bhekumuzi M. Mathunjwa, Yin-Tsong Lin, Chien-Hung Lin, Maysam F. Abbod, Muammar Sadrawi, Jiann-Shing Shieh
2023	J	`jnl`	Pain scores estimation using surgical pleth index and long short-term memory neural networks. Artif. Life Robotics Omar M. T. Abdel Deen, Wei-Horng Jean, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2022	J	`jnl`	A deep learning model for behavioural credit scoring in banks. Neural Comput. Appl. Maher Ala'raj, Maysam F. Abbod, Munir Majdalawieh, Luay Jum'a
2022	J	`jnl`	Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index. Sensors Wei-Horng Jean, Peter Sutikno, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2022	J	`jnl`	ECG Recurrence Plot-Based Arrhythmia Classification Using Two-Dimensional Deep Residual CNN Features. Sensors Bhekumuzi M. Mathunjwa, Yin-Tsong Lin, Chien-Hung Lin, Maysam F. Abbod, Muammar Sadrawi, Jiann-Shing Shieh
2022	J	`jnl`	Nonlinear Analysis of Electroencephalogram Variability as a Measure of the Depth of Anesthesia. IEEE Trans. Instrum. Meas. Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh, Mingming Zhang
2021	J	`jnl`	CloudSimHypervisor: Modeling and Simulating Network Slicing in Software-Defined Cloud Networks. IEEE Access Andrews O. Nyanteh, Maozhen Li, Maysam F. Abbod, Hamed S. Al-Raweshidy
2021	J	`jnl`	Deep learning via ECG and PPG signals for prediction of depth of anesthesia. Biomed. Signal Process. Control. Meghna Roy Chowdhury, Ravichandra Madanu, Maysam F. Abbod, Shou-Zen Fan, Jiann-Shing Shieh
2021	J	`jnl`	ECG arrhythmia classification by using a recurrence plot and convolutional neural network. Biomed. Signal Process. Control. Bhekumuzi M. Mathunjwa, Yin-Tsong Lin, Chien-Hung Lin, Maysam F. Abbod, Jiann-Shing Shieh
2021	J	`jnl`	Modelling customers credit card behaviour using bidirectional LSTM neural networks. J. Big Data Maher Ala'raj, Maysam F. Abbod, Munir Majdalawieh
2021	J	`jnl`	Non-Invasive Hemodynamics Monitoring System Based on Electrocardiography via Deep Convolutional Autoencoder. Sensors Muammar Sadrawi, Yin-Tsong Lin, Chien-Hung Lin, Bhekumuzi M. Mathunjwa, Ho-Tsung Hsin, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2020	J	`jnl`	A particle swarm optimisation-trained feedforward neural network for predicting the maximum power point of a photovoltaic array. Eng. Appl. Artif. Intell. Sadeq D. Al-Majidi, Maysam F. Abbod, Hamed S. Al-Raweshidy
2020	J	`jnl`	Genetic Deep Convolutional Autoencoder Applied for Generative Continuous Arterial Blood Pressure via Photoplethysmography. Sensors Muammar Sadrawi, Yin-Tsong Lin, Chien-Hung Lin, Bhekumuzi M. Mathunjwa, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2020	J	`jnl`	Improving binary classification using filtering based on k-NN proximity graphs. J. Big Data Maher Ala'raj, Munir Majdalawieh, Maysam F. Abbod
2019	J	`jnl`	Machine Learning Methods Applied to Predict Ventilator-Associated Pneumonia with Sensors Yu-Hsuan Liao, Zhong-Chuang Wang, Fu-Gui Zhang, Maysam F. Abbod, Chung-Hung Shih, Jiann-Shing Shieh
2019	J	`jnl`	Spectrum Analysis of EEG Signals Using CNN to Model Patient's Consciousness Level Based on Anesthesiologists' Experience. IEEE Access Quan Liu, Jifa Cai, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh, Yuchen Kung, Longsong Lin
2018	—	`conf`	Deep Learning in Classifying Depth of Anesthesia (DoA). IntelliSys (1) Mohamed H. AlMeer, Maysam F. Abbod
2018	J	`jnl`	Design and Evaluation of a Real Time Physiological Signals Acquisition System Implemented in Multi-Operating Rooms for Anesthesia. J. Medical Syst. Quan Liu, Li Ma, Shou-Zen Fan, Maysam F. Abbod, Cheng-Wei Lu, Tzu-Yu Lin, Kuo-Kuang Jen, Shang-Ju Wu, Jiann-Shing Shieh
2018	J	`jnl`	Electroencephalogram Similarity Analysis Using Temporal and Spectral Dynamics Analysis for Propofol and Desflurane Induced Unconsciousness. Symmetry Quan Liu, Li Ma, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2018	J	`jnl`	Ensemble Genetic Fuzzy Neuro Model Applied for the Emergency Medical Service via Unbalanced Data Evaluation. Symmetry Muammar Sadrawi, Wei-Zen Sun, Matthew Huei-Ming Ma, Yu-Ting Yeh, Maysam F. Abbod, Jiann-Shing Shieh
2018	—	`conf`	Reducing Energy Consumption and Operating Costs in C-RAN Based on DWDM/SCM-PON-RoF. CEEC Wesam H. Al-Zubaedi, S. R. Aldaeabool, Maysam F. Abbod, Hamed S. Al-Raweshidy
2017	J	`jnl`	A new MIMO ANFIS-PSO based NARMA-L2 controller for nonlinear dynamic systems. Eng. Appl. Artif. Intell. Yousif Al-Dunainawi, Maysam F. Abbod, Ali Jizany
2017	J	`jnl`	Arrhythmia Evaluation in Wearable ECG Devices. Sensors Muammar Sadrawi, Chien-Hung Lin, Yin-Tsong Lin, Yi-Ta Hsieh, Chia-Chun Kuo, Jen-Chien Chien, Koichi Haraikawa, Maysam F. Abbod, Jiann-Shing Shieh
2017	J	`jnl`	EEG artifacts reduction by multivariate empirical mode decomposition and multiscale entropy for monitoring depth of anaesthesia during surgery. Medical Biol. Eng. Comput. Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2016	J	`jnl`	A comparison of five different algorithms for EEG signal analysis in artifacts rejection for monitoring depth of anesthesia. Biomed. Signal Process. Control. Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2016	J	`jnl`	A new hybrid ensemble credit scoring model based on classifiers consensus system approach. Expert Syst. Appl. Maher Ala'raj, Maysam F. Abbod
2016	J	`jnl`	Classifiers consensus system approach for credit scoring. Knowl. Based Syst. Maher Ala'raj, Maysam F. Abbod
2016	—	`conf`	Evolutionary Based Optimisation of Multivariable Fuzzy Control System of a Binary Distillation Column. UKSim Yousif Al-Dunainawi, Maysam F. Abbod
2016	—	`conf`	Simulation of a New Proposed Voltage-Base Self-Intervention Technique with Increment and Decrement Voltage Conduction Method to Optimize the Renewable Energy Sources DC Output. UKSim Ranjit Singh Sarban Singh, Maysam F. Abbod, Wamadeva Balachandran
2015	—	`conf`	Automatic generation of fuzzy classification rules using granulation-based adaptive clustering. SysCon Mohammed Al-Shammaa, Maysam F. Abbod
2015	J	`jnl`	EEG Signals Analysis Using Multiscale Entropy for Depth of Anesthesia Monitoring during Surgery through Artificial Neural Networks. Comput. Math. Methods Medicine Quan Liu, Yi-Feng Chen, Shou-Zen Fan, Maysam F. Abbod, Jiann-Shing Shieh
2015	J	`jnl`	Ensemble artificial neural networks applied to predict the key risk factors of hip bone fracture for elders. Biomed. Signal Process. Control. Quan Liu, Xingran Cui, Yuan-Chao Chou, Maysam F. Abbod, Jinn Lin, Jiann-Shing Shieh
2015	C	`conf`	Granular computing approach for the design of medical data classification systems. CIBCB Mohammed Al-Shammaa, Maysam F. Abbod
2015	—	`conf`	MRAI Optimization for BGP Convergence Time Reduction without Increasing the Number of Advertisement Messages. SCSE Eatedal Alabdulkreem, Hamed S. Al-Raweshidy, Maysam F. Abbod
2014	J	`jnl`	Genetic folding for solving multiclass SVM problems. Appl. Intell. Mohammad A. Mezher, Maysam F. Abbod
2014	—	`conf`	Using a fight-or-flight mechanism to reduce BGP convergence time. COMNET Eatedal A. Alabdulkreem, Hamed S. Al-Raweshidy, Maysam F. Abbod
2013	—	`conf`	Adaptive depth map estimation from 3D integral image. BMSB E. Alazawi, Amar Aggoun, Maysam F. Abbod, O. Abdul Fatah, Mohammad Rafiq Swash
2013	J	`jnl`	Analysis of EEG via Multivariate Empirical Mode Decomposition for Depth of Anesthesia Based on Sample Entropy. Entropy Qin Wei, Quan Liu, Shou-Zen Fan, Cheng-Wei Lu, Tzu-Yu Lin, Maysam F. Abbod, Jiann-Shing Shieh
2013	J	`jnl`	Application of Multivariate Empirical Mode Decomposition and Sample Entropy in EEG Signals via Artificial Neural Networks for Interpreting Depth of Anesthesia. Entropy Jeng-Rung Huang, Shou-Zen Fan, Maysam F. Abbod, Kuo-Kuang Jen, Jeng-Fu Wu, Jiann-Shing Shieh
2013	J	`jnl`	Applying posture identifier in designing an adaptive nonlinear predictive controller for nonholonomic mobile robot. Neurocomputing Ahmed S. Al-Araji, Maysam F. Abbod, Hamed S. Al-Raweshidy
2013	J	`jnl`	Measuring Center of Pressure Signals to Quantify Human Balance Using Multivariate Multiscale Entropy by Designing a Force Platform. Sensors Cheng-Wei Huang, Pei-Der Sue, Maysam F. Abbod, Bernard C. Jiang, Jiann-Shing Shieh
2012	J	`jnl`	Adaptive Computation of Multiscale Entropy and Its Application in EEG Signals for Monitoring Depth of Anesthesia During Surgery. Entropy Quan Liu, Qin Wei, Shou-Zen Fan, Cheng-Wei Lu, Tzu-Yu Lin, Maysam F. Abbod, Jiann-Shing Shieh
2012	J	`jnl`	Artificial Neural Network-Statistical Approach for PET Volume Analysis and Classification. Adv. Fuzzy Syst. Mhd Saeed Sharif, Maysam F. Abbod, Abbes Amira, Habib Zaidi
2012	J	`jnl`	Ensembled neural networks applied to modeling survival rate for the patients with out-of-hospital cardiac arrest. Artif. Life Robotics Yuan-Jang Jiang, Matthew Huei-Ming Ma, Wei-Zen Sun, Kuan-Wu Chang, Maysam F. Abbod, Jiann-Shing Shieh
2012	J	`jnl`	Hybrid Biomedical Intelligent Systems. Adv. Fuzzy Syst. Maysam F. Abbod, Jiann-Shing Shieh, Hak-Keung Lam
2012	J	`jnl`	Investigating Properties of the Cardiovascular System Using Innovative Analysis Algorithms Based on Ensemble Empirical Mode Decomposition. Comput. Math. Methods Medicine Jia-Rong Yeh, Tzu-Yu Lin, Yun Chen, Wei-Zen Sun, Maysam F. Abbod, Jiann-Shing Shieh
2012	J	`jnl`	Multivariate Multiscale Entropy Applied to Center of Pressure Signals Analysis: An Effect of Vibration Stimulation of Shoes. Entropy Qin Wei, Dong-Hai Liu, Kai-Hong Wang, Quan Liu, Maysam F. Abbod, Bernard C. Jiang, Ku-Ping Chen, Chuan Wu, Jiann-Shing Shieh
2012	J	`jnl`	Optimization the Initial Weights of Artificial Neural Networks via Genetic Algorithm Applied to Hip Bone Fracture Prediction. Adv. Fuzzy Syst. Yu-Tzu Chang, Jin Lin, Jiann-Shing Shieh, Maysam F. Abbod
2012	J	`jnl`	Two-Dimensional Matrix Algorithm Using Detrended Fluctuation Analysis to Distinguish Burkitt and Diffuse Large B-Cell Lymphoma. Comput. Math. Methods Medicine Rong-Guan Yeh, Chung-Wu Lin, Maysam F. Abbod, Jiann-Shing Shieh
2011	C	`conf`	Artificial Immune Systems Applications in Cancer Research. DeSE Jamal Al-Enezi, Maysam F. Abbod, Salah Al-Sharhan
2011	—	`conf`	Design of an adaptive nonlinear PID controller for nonholonomic mobile robot based on posture identifier. ICCSCE Ahmed S. Al-Araji, Maysam F. Abbod, Hamed S. Al-Raweshidy
2011	J	`jnl`	Ensembled neural networks for brain death prediction for patients with severe head injury. Biomed. Signal Process. Control. Maysam F. Abbod, Kai-Yuan Cheng, Xingran Cui, Sheng-Jean Huang, Yin-Yi Han, Jiann-Shing Shieh
2011	J	`jnl`	Multiresolution Analysis Using Wavelet, Ridgelet, and Curvelet Transforms for Medical Image Segmentation. Int. J. Biomed. Imaging Shadi AlZu'bi, Naveed Islam, Maysam F. Abbod
2011	C	`conf`	Neuro-Fuzzy Based Approach for Analysing 3D PET Volume. DeSE Mhd Saeed Sharif, Maysam F. Abbod, Abbes Amira
2011	C	`conf`	PET Volume Analysis Based on Committee Machine for Tumour Detection and Quantification. DeSE Mhd Saeed Sharif, Maysam F. Abbod, Abbes Amira
2010	—	`conf`	3D Multiresolution Analysis for reduced features segmentation of medical volumes using PCA. APCCAS Shadi AlZu'bi, Naveed Islam, Maysam F. Abbod
2010	J	`jnl`	Artificial Neural Network-Based System for PET Volume Segmentation. Int. J. Biomed. Imaging Mhd Saeed Sharif, Maysam F. Abbod, Abbes Amira, Habib Zaidi
2010	—	`conf`	IMAN: An Intelligent MANET routing system. ICT Nagham H. Saeed, Maysam F. Abbod, Hamed S. Al-Raweshidy
2010	—	`conf`	Neural Networks Initial Weights Optimisation. UKSim A. J. Al-Shareef, Maysam F. Abbod
2010	—	`conf`	Novel hybrid approach combining ANN and MRA for PET volume segmentation. APCCAS Mhd Saeed Sharif, Maysam F. Abbod, Abbes Amira, Habib Zaidi
2010	—	`conf`	Visual Analog Scale of Pain Intensity Prediction Based on Ensembled Artificial Neural Networks via i-Pain System. ICDM (Poster and Industry Proceedings) Jiann-Shing Shieh, Chien-Kuang Wu, Maysam F. Abbod, Yeong-Ray Wen, Wei-Zen Sun
2009	—	`ch.`	Monitoring and Control of Anesthesia Using Multivariable Self-Organizing Fuzzy Logic Structure. Fuzzy Systems in Bioinformatics and Computational Biology Jiann-Shing Shieh, Maysam F. Abbod, C. Y. Hsu, Sheng-Jean Huang, Yin-Yi Han, Shou-Zen Fan
2008	—	`conf`	Intelligent MANET Routing System. AINA Workshops Nagham H. Saeed, Maysam F. Abbod, Hamed S. Al-Raweshidy
2008	C	`conf`	Intelligent MANET routing optimizer. BROADNETS Nagham H. Saeed, Maysam F. Abbod, Hamed S. Al-Raweshidy, Omar M. Raoof
2008	—	`conf`	Modeling MANET Utilizing Artificial Intelligent. EMS Nagham H. Saeed, Maysam F. Abbod, Hamed S. Al-Raweshidy
2008	—	`conf`	Using Intelligent Optimization Methods to Improve the Group Method of Data Handling in Time Series Prediction. ICCS (3) Maysam F. Abbod, Karishma Deshpande
2006	Misc	`conf`	Multi-scale CAFE Modelling for Hot Deformation of Aluminium Alloys. International Conference on Computational Science (1) Maysam F. Abbod, I. C. Howard, Derek A. Linkens, Mahdi Mahfouf
2005	B	`conf`	Artificial intelligence techniques for the prediction of bladder cancer progression. ESANN Maysam F. Abbod, Jim W. F. Catto, Min-You Chen, Derek A. Linkens, Freddie C. Hamdy
2004	J	`jnl`	Modelling of plane strain compression (PSC) test for aluminium alloys using finite elements and fuzzy logic. Eng. Appl. Artif. Intell. Maysam F. Abbod, J. Talamantes-Silva, Derek A. Linkens, I. C. Howard
2003	—	`conf`	An intelligent system for the control of depth of anaesthesia. ECC Derek A. Linkens, Maysam F. Abbod
2003	J	`jnl`	Online elicitation of Mamdani-type fuzzy rules via TSK-based generalized predictive control. IEEE Trans. Syst. Man Cybern. Part B Mahdi Mahfouf, Maysam F. Abbod, Derek A. Linkens
2002	—	`conf`	Intelligent Systems in Biomedicine. Advances in Computational Intelligence and Learning Maysam F. Abbod, Mahdi Mahfouf, Derek A. Linkens
2002	—	`conf`	Modeling of aluminum rolling using finite elements and gray-box modeling technique. ISIC Maysam F. Abbod, J. Talamantes-Silva, Derek A. Linkens
2002	J	`jnl`	Survey on the use of smart and adaptive engineering systems in medicine. Artif. Intell. Medicine Maysam F. Abbod, Derek A. Linkens, Mahdi Mahfouf, Georgios Dounias
2002	J	`jnl`	The design of supervisory rule-based control in the operating theatre via an anaesthesia simulator. Expert Syst. J. Knowl. Eng. Mahdi Mahfouf, Maysam F. Abbod, Derek A. Linkens
2001	J	`jnl`	A survey of fuzzy logic monitoring and control utilisation in medicine. Artif. Intell. Medicine Mahdi Mahfouf, Maysam F. Abbod, Derek A. Linkens
2001	—	`conf`	Multivariable adaptive fuzzy TSK model-based predictive control with feedforward. ECC Mahdi Mahfouf, Maysam F. Abbod, Derek A. Linkens
2001	J	`jnl`	Survey of utilisation of fuzzy technology in Medicine and Healthcare. Fuzzy Sets Syst. Maysam F. Abbod, Diedrich Graf v. Keyserlingk, Derek A. Linkens, Mahdi Mahfouf
2000	J	`jnl`	Fuzzy Logic-Based Anti-Sway Control Design for Overhead Cranes. Neural Comput. Appl. Mahdi Mahfouf, C. H. Kee, Maysam F. Abbod, Derek A. Linkens
2000	B	`conf`	Optimal design of alloy steels using evolutionary computing. KES Mahdi Mahfouf, J. Tenner, Derek A. Linkens, Maysam F. Abbod