المؤلفون: Al-Majidi, SD, Alturfi, AM, Al-Nussairi, MK, Hussein, RA, Salgotra, R, Abbod, MF

مصطلحات موضوعية: automatic generation controller, proportional-integral-derivative, Aquila optimizer, sine cosine algorithm and power system network

وصف الملف: 1 - 18

Relation: Results in Engineering; 103951; https://bura.brunel.ac.uk/handle/2438/30497; https:/doi.org/10.1016/j.rineng.2025.103951

الاتاحة: https://bura.brunel.ac.uk/handle/2438/30497
https://doi.org/10.1016/j.rineng.2025.103951

المؤلفون: Radhi, SM, Al-Majidi, SD, Abbod, MF, Al-Raweshidy, HS

مصطلحات موضوعية: neural network, genetic algorithm, gray wolf optimization, photovoltaic, prediction model, machine learning

وصف الملف: 1 - 23; Electronic

Relation: Energies; ORCiD: Sadeq D. Al-Majidi orcid:0000-0002-3231-6830; ORCiD: Maysam Abbod orcid:0000-0002-8515-7933; ORCiD: Hamed Al-Raweshidy orcid:0000-0002-3702-8192; Radhi, S.M. et al . (2024) 'Machine Learning Approaches for Short-Term Photovoltaic Power Forecasting', Energies, 17 (17), 4301, pp. 1 - 23. doi:10.3390/en17174301.; https://bura.brunel.ac.uk/handle/2438/29654; https://doi.org/10.3390/en17174301

الاتاحة: https://bura.brunel.ac.uk/handle/2438/29654
https://doi.org/10.3390/en17174301

المؤلفون: Balasubramani, M, Sung, C-W, Hsieh, M-Y, Huang, EP-C, Shieh, J-S, Abbod, MF

مصطلحات موضوعية: left ventricle (LV), echocardiogram, deep learning, segmentation, feature extraction, dilated convolution, YOLO

وصف الملف: 1 - 19; Electronic

Relation: Electronics (Switzerland); ORCiD: Madankumar Balasubramani orcid:0009-0001-8805-3523; ORCiD: Chih-Wei Sung orcid:0000-0003-3312-2752; ORCiD: Maysam F. Abbod orcid:0000-0002-8515-7933; 2587; Balasubramani, M. et al. (2024) 'Automated Left Ventricle Segmentation in Echocardiography Using YOLO: A Deep Learning Approach for Enhanced Cardiac Function Assessment', Electronics (Switzerland), 13 (13), 2587, pp. 1 - 19. doi:10.3390/electronics13132587.; https://bura.brunel.ac.uk/handle/2438/29601; https://doi.org/10.3390/electronics13132587

الاتاحة: https://bura.brunel.ac.uk/handle/2438/29601
https://doi.org/10.3390/electronics13132587

المؤلفون: Mathunjwa, BM, Lin, Y-T, Lin, C-H, Abbod, MF, Sadrawi, M, Shieh, J-S

مصطلحات موضوعية: electrocardiography, instantaneous heart rate, residual neural network, sleep stages classification

وصف الملف: 1 - 10; Print-Electronic

Relation: Biomedical Signal Processing and Control; ORFCID iD: Maysam F. Abbod orcid:0000-0002-8515-7933; 105070; Mathunjwa, B.M. et al. (2023) 'Automatic IHR-based sleep stage detection using features of residual neural network', Biomedical Signal Processing and Control, 85, 105070, pp. 1 - 10. doi:10.1016/j.bspc.2023.105070.; https://bura.brunel.ac.uk/handle/2438/27029; https://doi.org/10.1016/j.bspc.2023.105070

الاتاحة: https://bura.brunel.ac.uk/handle/2438/27029
https://doi.org/10.1016/j.bspc.2023.105070

المؤلفون: Al-Majidi, SD, Altai, HDS, Lazim, MH, Al-Nussairi, MK, Abbod, MF, Al-Raweshidy, HS

مصطلحات موضوعية: automatic generation controller, neural network model, bacterial foraging algorithm, hybrid power system, photovoltaic power generation

وصف الملف: 1 - 19; Electronic

Relation: Energies; ORCID iDs: Sadeq D. Al-Majidi orcid:0000-0002-3231-6830; Hisham Dawood Salman Altai orcid:0000-0002-2578-0432; Mohammed H. Lazim orcid:0000-0003-1812-2957; Mohammed Kh. Al-Nussairi orcid:0000-0003-2347-8878; Maysam F. Abbod orcid:0000-0002-8515-7933; Hamed S. Al-Raweshidy orcid:0000-0002-3702-8192.; 2802; Al-Majidi, S.D. et al. (2023) 'Bacterial Foraging Algorithm for a Neural Network Learning Improvement in an Automatic Generation Controller', Energies, 16 (6), 2802, pp. 1 - 19. doi:10.3390/en16062802.; https://bura.brunel.ac.uk/handle/2438/26493; https://doi.org/10.3390/en16062802

الاتاحة: https://bura.brunel.ac.uk/handle/2438/26493
https://doi.org/10.3390/en16062802

المؤلفون: Anand, RV, Abbod, MF, Fan, S-Z, Shieh, J-S

مصطلحات موضوعية: anesthetic depth, electroencephalography, bi-spectral index, machine learning, time series, feature extraction

وصف الملف: 1 - 13; Electronic

Relation: Sci; ORCID iDs: Raghav V. Anand orcid:0009-0003-8082-6696; Maysam Abbod orcid:0000-0002-8515-7933; Shou-Zen Fan orcid:0000-0002-6849-8453.; 19; Anand, R.V. et al. (2023) 'Depth Analysis of Anesthesia Using EEG Signals via Time Series Feature Extraction and Machine Learning', Sci, 5 (2), 19, pp. 1 - 13. doi:10.3390/sci5020019.; https://bura.brunel.ac.uk/handle/2438/26491; https://doi.org/10.3390/sci5020019

الاتاحة: https://bura.brunel.ac.uk/handle/2438/26491
https://doi.org/10.3390/sci5020019

المؤلفون: Jean, W-H, Sutikno, P, Fan, S-Z, Abbod, MF, Shieh, J-S

مصطلحات موضوعية: surgical operation, analgesia nociception index (ANI), expert assessment of pain score (EAPS), multilayer perceptron (MLP), long short-term memory (LSTM)

وصف الملف: 1 - 19

Relation: Sensors; ORCID iDs: Shou-Zen Fan orcid:0000-0002-6849-8453; Maysam F. Abbod orcid:0000-0002-8515-7933.; 5496; Jean, W.H. et al. (2022) 'Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index', Sensors, 22 (15), 5496, pp. 1 - 19. doi:10.3390/s22155496.; https://bura.brunel.ac.uk/handle/2438/26497; https://doi.org/10.3390/s22155496

الاتاحة: https://bura.brunel.ac.uk/handle/2438/26497
https://doi.org/10.3390/s22155496

المؤلفون: Al-Majidi, SD, AL-Nussairi, MK, Mohammed, AJ, Dakhil, AM, Abbod, MF, Al-Raweshidy, HS

مصطلحات موضوعية: load frequency controller, artificial neural network, particle swarm optimization, power system network and stability

وصف الملف: 1 - 28

Relation: Energies; 6223; Al-Majidi, S.D. et al. (2022) ‘Design of a Load Frequency Controller Based on an Optimal Neural Network’, Energies, 15(17), 6223, pp. 1-28. doi:10.3390/en15176223.; https://bura.brunel.ac.uk/handle/2438/25160; https://doi.org/10.3390/en15176223

الاتاحة: https://bura.brunel.ac.uk/handle/2438/25160
https://doi.org/10.3390/en15176223

المؤلفون: Mathunjwa, BM, Lin, YT, Lin, CH, Abbod, MF, Sadrawi, M, Shieh, JS

مصطلحات موضوعية: electrocardiogram, arrhythmia, recurrence plot, deep residual convolutional neural network

وصف الملف: 1 - 26; Electronic

Relation: Sensors; 1660; Mathunjwa, B.M., Lin, Y.T., Lin, C.H., Abbod, M.F., Sadrawi, M. and Shieh, J.S. (2022) ‘ECG Recurrence Plot-Based Arrhythmia Classification Using Two-Dimensional Deep Residual CNN Features’, Sensors, 22 (4), 1660, p. 1-26. doi:10.3390/s22041660.; https://bura.brunel.ac.uk/handle/2438/24237; https://doi.org/10.3390/s22041660

الاتاحة: https://bura.brunel.ac.uk/handle/2438/24237
https://doi.org/10.3390/s22041660

المؤلفون: Chen, Y-F, Fan, S-Z, Abbod, MF, Shieh, J-S, Zhang, M

مصطلحات موضوعية: depth of anesthesia, electroencephalogram, general anesthesia, variability analysis

وصف الملف: 1 - 15; Print-Electronic

Relation: Journal of Neural Engineering; ORCID iD: Yi-Feng Chen orcid:0000-0002-2709-6036; ORCID iD: Maysam F Abbod orcid:0000-0002-8515-7933; ORCID iD: Mingming Zhang orcid:0000-0001-8016-1856; 066015; Chen, Y. et al. (2021) 'Electroencephalogram variability analysis for monitoring depth of anesthesia', Journal of Neural Engineering, 18 (6), 066015, pp. 1-15. doi:10.1088/1741-2552/ac3316.; https://bura.brunel.ac.uk/handle/2438/23892; https://doi.org/10.1088/1741-2552/ac3316

الاتاحة: https://bura.brunel.ac.uk/handle/2438/23892
https://doi.org/10.1088/1741-2552/ac3316

المؤلفون: Adibhatla, VA, Chih, H-C, Hsu, C-C, Cheng, J, Abbod, MF, Shieh, J-S

مصطلحات موضوعية: convolution neural network, YOLO-v5, deep learning, printed circuit board (PCB)

وصف الملف: 4411 - 4428; Print-Electronic

Relation: Mathematical Biosciences and Engineering; ORCID iD: Maysam F. Abbod orcid:0000-0002-8515-7933; Adibhatla, V.A. et al. (2021) 'Applying deep learning to defect detection in printed circuit boards via a newest model of you-only-look-once', Mathematical Biosciences and Engineering, 18 (4): 4411-4428. doi:10.3934/mbe.2021223.; https://bura.brunel.ac.uk/handle/2438/22884; https://doi.org/10.3934/mbe.2021223

الاتاحة: https://bura.brunel.ac.uk/handle/2438/22884
https://doi.org/10.3934/mbe.2021223

المؤلفون: Madanu, R, Rahman, F, Abbod, MF, Fan, S-Z, Shieh, J-S

مصطلحات موضوعية: depth of anesthesia, convolutional neural network, electroencephalography, empirical mode decomposition, ensemble empirical mode decomposition

وصف الملف: 5047 - 5068; Print-Electronic

Relation: Mathematical Biosciences and Engineering; orcid:0000-0002-8515-7933; Madanu, R. et al. (2021) 'Depth of anesthesia prediction via EEG signals using convolutional neural network and ensemble empirical mode decomposition', Mathematical Biosciences and Engineering, 18 (5), pp. 5047-5068. doi:10.3934/mbe.2021257; https://bura.brunel.ac.uk/handle/2438/22883; https://doi.org/10.3934/mbe.2021257

الاتاحة: https://bura.brunel.ac.uk/handle/2438/22883
https://doi.org/10.3934/mbe.2021257

المؤلفون: Ala’raj, M, Abbod, MF, Majdalawieh, M

مصطلحات موضوعية: behavioural scoring, neural networks, bidirectional LSTM, classification

وصف الملف: Electronic

Relation: Journal of Big Data; ORCID iD: Maher Ala’raj orcid:0000-0001-9315-0670; Maysam F. Abbod orcid:0000-0002-8515-7933.; 69; Ala’raj, M., Abbod, M.F. and Majdalawieh, M. (2021) 'Modelling customers credit card behaviour using bidirectional LSTM neural networks', Journal of Big Data, 8 (1), 69, pp. 1 - 27. doi:10.1186/s40537-021-00461-7.; https://bura.brunel.ac.uk/handle/2438/26499; https://doi.org/10.1186/s40537-021-00461-7

الاتاحة: https://bura.brunel.ac.uk/handle/2438/26499
https://doi.org/10.1186/s40537-021-00461-7

المؤلفون: Sadrawi, M, Lin, YT, Lin, CH, Mathunjwa, B, Hsin, HT, Fan, SZ, Abbod, MF, Shieh, JS

مصطلحات موضوعية: non-invasive system, hemodynamics, electrocardiography, arterial blood pressure, central venous pressure, pulmonary arterial pressure, intracranial pressure, deep convolutional autoencoder

وصف الملف: 1 - 20; Electronic

Relation: Sensors (Basel, Switzerland); 6264; Sadrawi, M., Lin, Y.T., Lin, C.H., Mathunjwa, B., Hsin, H.T., Fan, S.Z., Abbod, M.F. and Shieh, J.S. (2021) ‘Non-Invasive Hemodynamics Monitoring System Based on Electrocardiography via Deep Convolutional Autoencoder’, Sensors, 21 (18), 6264, pp. 1-20. doi:10.3390/s21186264.; https://bura.brunel.ac.uk/handle/2438/24610; https://doi.org/10.3390/s21186264

الاتاحة: https://bura.brunel.ac.uk/handle/2438/24610
https://doi.org/10.3390/s21186264

المؤلفون: Adibhatla, VA, Huang, YC, Chang, MC, Kuo, HC, Utekar, A, Chih, HC, Abbod, MF, Shieh, JS

مصطلحات موضوعية: deep learning, printed circuit board, anomaly detection, unsupervised learning, student–teacher feature pyramid matching

وصف الملف: 1 - 15; Electronic

Relation: Electronics (Switzerland); 3177; Adibhatla, V. A., Huang, Y.-C., Chang, M.-C., Kuo, H.-C., Utekar, A., Chih, H.-C., Abbod, M. F. and Shieh, J.-S. (2021) ‘Unsupervised Anomaly Detection in Printed Circuit Boards through Student–Teacher Feature Pyramid Matching’, Electronics, 10 (24), 3177, pp. 1-15. doi:10.3390/electronics10243177.; https://bura.brunel.ac.uk/handle/2438/23846; https://doi.org/10.3390/electronics10243177

الاتاحة: https://bura.brunel.ac.uk/handle/2438/23846
https://doi.org/10.3390/electronics10243177

المؤلفون: Hsieh, YL, Abbod, MF

مصطلحات موضوعية: multiscale entropy, Parkinsone’s diseas, gait impairment, dual task, complexity index

وصف الملف: 1 - 21 (21); Electronic

Relation: Electronics (Switzerland); 2604; Hsieh, Y.-L. and Abbod, M.F. (2021) ‘Gait Analyses of Parkinson’s Disease Patients Using Multiscale Entropy’, Electronics. MDPI AG, 10 (21), 2604, pp. 1-21. doi:10.3390/electronics10212604.; https://bura.brunel.ac.uk/handle/2438/23626; https://doi.org/10.3390/electronics10212604

الاتاحة: https://bura.brunel.ac.uk/handle/2438/23626
https://doi.org/10.3390/electronics10212604

المؤلفون: Nyanteh, AO, Li, M, Abbod, MF, Al-Raweshidy, H

مصطلحات موضوعية: virtual software-defined network, OpenFlow, network virtualization hypervisor, tenant controllers, CloudSimHypervisor

وصف الملف: 72484 - 72498; Electronic

Relation: IEEE Access; Nyanteh, A. O., Li, M., Abbod, M.F. and Al-Raweshidy, H. (2021) 'CloudSimHypervisor: Modeling and Simulating Network Slicing in Software-Defined Cloud Networks,' IEEE Access, 9, pp. 72484-72498. doi:10.1109/ACCESS.2021.3079501.; https://bura.brunel.ac.uk/handle/2438/22639; https://doi.org/10.1109/ACCESS.2021.3079501

الاتاحة: https://bura.brunel.ac.uk/handle/2438/22639
https://doi.org/10.1109/ACCESS.2021.3079501

المؤلفون: Madanu, R, Abbod, MF, Hsiao, F-J, Chen, W-T, Shieh, J-S

مصطلحات موضوعية: pain, healthcare, neural networks, artificial intelligence, explainable AI

وصف الملف: 1 - 15; Electronic

Relation: Technologies; ORCID iD: Maysam F.Abbod orcid:0000-0002-8515-7933; ORCID iD: Fu-JungHsiao orcid:0000-0001-7824-8864; 74; Madanu. R. et al. (2022) 'Explainable AI (XAI) Applied in Machine Learning for Pain Modeling: A Review', Technologies, 10 (3), 74, pp. 1 - 15. doi:10.3390/technologies10030074.; https://bura.brunel.ac.uk/handle/2438/24766; https://doi.org/10.3390/technologies10030074

الاتاحة: https://bura.brunel.ac.uk/handle/2438/24766
https://doi.org/10.3390/technologies10030074

المؤلفون: Abdel Deen, OMT, Jean, W-H, Fan, S-Z, Abbod, MF, Shieh, J-S

مصطلحات موضوعية: long short-term memory networks, surgical stress index (SSI), surgical pleth index (SPI), heartbeat interval, photoplethysmographic waveform amplitude, pain score

وصف الملف: 600 - 608

Relation: Artificial Life and Robotics; ORCID iD: Maysam F. Abbod orcid:0000-0002-8515-7933; Abdel Deen, O.M.T. et al. (2023) 'Pain scores estimation using surgical pleth index and long short-term memory neural networks', Artificial Life and Robotics, 28 (3), pp. 600 - 608. doi:10.1007/s10015-023-00880-0.; https://bura.brunel.ac.uk/handle/2438/27031; https://doi.org/10.1007/s10015-023-00880-0

الاتاحة: https://bura.brunel.ac.uk/handle/2438/27031
https://doi.org/10.1007/s10015-023-00880-0

المؤلفون: Huang, C-W, Sue, P-D, Abbod, MF, Jiang, BC, Shieh, J-S

مصطلحات موضوعية: center of pressure (COP), multivariate empirical mode decomposition (MEMD), multivariate multiscale entropy (MMSE)

وصف الملف: 10151 - 10166; Electronic

Relation: 2438/24612; http://bura.brunel.ac.uk/handle/2438/24612; Huang, C-W., Sue, P.-D., Abbod, M.F., Jiang, B.C. and . .(2013) 'Measuring center of pressure signals to quantify human balance using multivariate multiscale entropy by designing a force platform', Sensors, 13(8), pp. 10151 - 10166; https://bura.brunel.ac.uk/handle/2438/8170; https://doi.org/10.3390/s130810151

الاتاحة: https://bura.brunel.ac.uk/handle/2438/8170
https://doi.org/10.3390/s130810151