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Abid Ishaq
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Improving the prediction of heart failure patients’ survival using SMOTE and effective data mining techniques
A Ishaq, S Sadiq, M Umer, S Ullah, S Mirjalili, V Rupapara, M Nappi
IEEE access 9, 39707-39716, 2021
3662021
RFCNN: Traffic accident severity prediction based on decision level fusion of machine and deep learning model
M Manzoor, M Umer, S Sadiq, A Ishaq, S Ullah, HA Madni, C Bisogni
IEEE Access 9, 128359-128371, 2021
532021
Incorporating cnn features for optimizing performance of ensemble classifier for cardiovascular disease prediction
F Rustam, A Ishaq, K Munir, M Almutairi, N Aslam, I Ashraf
Diagnostics 12 (6), 1474, 2022
372022
Extensive hotel reviews classification using long short term memory
A Ishaq, M Umer, MF Mushtaq, C Medaglia, HUR Siddiqui, A Mehmood, ...
Journal of Ambient Intelligence and Humanized Computing 12, 9375-9385, 2021
312021
Vector mosquito image classification using novel RIFS feature selection and machine learning models for disease epidemiology
F Rustam, AA Reshi, W Aljedaani, A Alhossan, A Ishaq, S Shafi, E Lee, ...
Saudi Journal of Biological Sciences 29 (1), 583-594, 2022
242022
Breast cancer detection using convoluted features and ensemble machine learning algorithm
M Umer, M Naveed, F Alrowais, A Ishaq, AA Hejaili, S Alsubai, ...
Cancers 14 (23), 6015, 2022
202022
An artificial neural network model for water quality and water consumption prediction
F Rustam, A Ishaq, ST Kokab, I de la Torre Diez, JLV Mazón, ...
Water 14 (21), 3359, 2022
202022
Combining CNN features with voting classifiers for optimizing performance of brain tumor classification
N Alturki, M Umer, A Ishaq, N Abuzinadah, K Alnowaiser, A Mohamed, ...
Cancers 15 (6), 1767, 2023
162023
Water-quality prediction based on H2O AutoML and explainable AI techniques
HA Madni, M Umer, A Ishaq, N Abuzinadah, O Saidani, S Alsubai, ...
Water 15 (3), 475, 2023
152023
Comparison analysis of tree based and ensembled regression algorithms for traffic accident severity prediction
M Umer, S Sadiq, A Ishaq, S Ullah, N Saher, HA Madni
arXiv preprint arXiv:2010.14921, 2020
142020
Image watermarking using least significant bit and canny edge detection
ZB Faheem, A Ishaq, F Rustam, I de la Torre Díez, D Gavilanes, ...
Sensors 23 (3), 1210, 2023
132023
Predicting pulsars from imbalanced dataset with hybrid resampling approach
E Lee, F Rustam, W Aljedaani, A Ishaq, V Rupapara, I Ashraf
Advances in Astronomy 2021 (1), 4916494, 2021
112021
Heart failure patients monitoring using IoT-based remote monitoring system
M Umer, T Aljrees, H Karamti, A Ishaq, S Alsubai, M Omar, AK Bashir, ...
Scientific Reports 13 (1), 19213, 2023
102023
An Intelligent Framework for Cyber–Physical Satellite System and IoT-Aided Aerial Vehicle Security Threat Detection
N Alturki, T Aljrees, M Umer, A Ishaq, S Alsubai, O Saidani, S Djuraev, ...
Sensors 23 (16), 7154, 2023
92023
Railway track fault detection using selective MFCC features from acoustic data
F Rustam, A Ishaq, MSA Hashmi, HUR Siddiqui, LAD López, JC Galán, ...
Sensors 23 (16), 7018, 2023
62023
Chi-square and PCA based feature selection for diabetes detection with ensemble classifier
V Rupapara, F Rustam, A Ishaq, E Lee, I Ashraf
Intell. Autom. Soft Comput 36 (2), 1931-1949, 2023
42023
Contradiction in text review and apps rating: prediction using textual features and transfer learning
T Aljrees, M Umer, O Saidani, L Almuqren, A Ishaq, S Alsubai, I Ashraf
PeerJ Computer Science 10, e1722, 2024
22024
Cervical cancer detection using K nearest neighbor imputer and stacked ensemble learningmodel
X Chen, T Aljrees, M Umer, O Saidani, L Almuqren, O Mzoughi, A Ishaq, ...
Digital Health 9, 20552076231203802, 2023
22023
Brain Tumor Detection Using 3D-UNet Segmentation Features and Hybrid Machine Learning Model
B Mallampati, A Ishaq, F Rustam, V Kuthala, S Alfarhood, I Ashraf
IEEE Access 11, 135020-135034, 2023
12023
Role of convolutional features and machine learning for predicting student academic performance from MOODLE data
N Abuzinadah, M Umer, A Ishaq, A Al Hejaili, S Alsubai, AA Eshmawi, ...
Plos one 18 (11), e0293061, 2023
12023
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