Items where Author is "Saeed, Faisal"

Article

White, Luke and Basurra, Shadi and Alsewari, AbdulRahman and Saeed, Faisal and Addanki, Sudhamshu Mohan (2024) Temporal meta-optimiser based sensitivity analysis (TMSA) for agent-based models and applications in children’s services. Scientific Reports, 14 (1). ISSN 2045-2322

Asadi, Shahla and Allison, Jordan and Iranmanesh, Mohammad and Fathi, Masood and Safaei, Mahmood and Saeed, Faisal (2024) Determinants of Intention to Use Simulation-Based Learning in Computers and Networking Courses: An ISM and MICMAC Analysis. IEEE Transactions on Engineering Management, 71. pp. 6015-6030. ISSN 0018-9391

Mohammad, Rasheed and Saeed, Faisal and Almazroi, Abdulwahab Ali and Alsubaei, Faisal S. and Almazroi, Abdulaleem Ali (2024) Enhancing Intrusion Detection Systems Using a Deep Learning and Data Augmentation Approach. Systems, 12 (3). p. 79. ISSN 2079-8954

Alassaf, Alaa and Alarbeed, Eman and Alrasheed, Ghady and Almirdasie, Abdulsalam and Almutairi, Shahd and Al-Hagery, Mohammed Abullah and Saeed, Faisal (2024) Genetic Algorithms and Feature Selection for Improving the Classification Performance in Healthcare. International Journal of Advanced Computer Science and Applications, 15 (3). ISSN 2158-107X

Saeed, Faisal and Sait, Adeeb and Al-Hadhrami, Tawfik and Basurra, Shadi and Qasem, Sultan Noman (2024) Laser Communications System with Drones as Relay Medium for Healthcare Applications. PeerJ Computer Science, 10. ISSN 2376-5992

Ogunpola, Adedayo and Saeed, Faisal and Basurra, Shadi and Albarrak, Abdullah M. and Qasem, Sultan Noman (2024) Machine Learning-Based Predictive Models for Detection of Cardiovascular Diseases. Diagnostics, 14 (2). p. 144. ISSN 2075-4418

Urooj, Umara and Al-Rimy, Bander Ali Saleh and Zainal, Anazida Binti and Saeed, Faisal and Abdelmaboud, Abdelzahir and Nagmeldin, Wamda (2023) Addressing Behavioral Drift in Ransomware Early Detection Through Weighted Generative Adversarial Networks. IEEE Access, 12. pp. 3910-3925. ISSN 2169-3536

Alsaedi, Mohammed and Ghaleb, Fuad A. and Saeed, Faisal and Ahmad, Jawad and Alasli, Mohammed (2023) Multi-Modal Features Representation-Based Convolutional Neural Network Model for Malicious Website Detection. IEEE Access, 12. pp. 7271-7284. ISSN 2169-3536

Kammoun, Slim and Bouaziz, Rahma and Saeed, Faisal and Qasem, Sultan Noman and Al-Hadhrami, Tawfik (2023) HaptiSole: Wearable Haptic System in Vibrotactile Guidance Shoes for Visually Impaired Wayfinding. KSII Transactions on Internet and Information Systems, 17 (11). ISSN 1976-7277

Jamal, Muhammad Hassan and Naz, Naila and Khattak, Muazzam A. Khan and Saeed, Faisal and Altamimi, Saad Nasser and Qasem, Sultan Noman (2023) A Comparison of Re-Sampling Techniques for Detection of Multi-Step Attacks on Deep Learning Models. IEEE Access, 11. pp. 127446-127457. ISSN 2169-3536

Enza Wella, Yolanda and Okfalisa, Okfalisa and Insani, Fitri and Saeed, Faisal and Che Hussin, Ab Razak (2023) Service quality dealer identification: the optimization of K-Means clustering. SINERGI, 27 (3). p. 433. ISSN 14102331

Alkhammash, Eman H. and Assiri, Sara Ahmad and Nemenqani, Dalal M. and Althaqafi, Raad M. M. and Hadjouni, Myriam and Saeed, Faisal and Elshewey, Ahmed M. (2023) Application of Machine Learning to Predict COVID-19 Spread via an Optimized BPSO Model. Biomimetics, 8 (6). p. 457. ISSN 2313-7673

Ali, Abdullah Marish and Salim, Farsana and Saeed, Faisal (2023) Parkinson’s Disease Detection Using Filter Feature Selection and a Genetic Algorithm with Ensemble Learning. Diagnostics, 13 (17). p. 2816. ISSN 2075-4418

Abbasi, Saadullah Farooq and Abbasi, Qammer Hussain and Saeed, Faisal and Alghamdi, Norah Saleh (2023) A convolutional neural network-based decision support system for neonatal quiet sleep detection. Mathematical Biosciences and Engineering, 20 (9). pp. 17018-17036. ISSN 1551-0018

Ali, Aitizaz and Al-rimy, Bander Ali Saleh and Tin, Ting Tin and Altamimi, Saad Nasser and Qasem, Sultan Noman and Saeed, Faisal (2023) Empowering Precision Medicine: Unlocking Revolutionary Insights through Blockchain-Enabled Federated Learning and Electronic Medical Records. Sensors, 23 (17). p. 7476. ISSN 1424-8220

Ghaleb, Fuad A. and Saeed, Faisal and Al-Sarem, Mohammed and Qasem, Sultan Noman and Al-Hadhrami, Tawfik (2023) Ensemble Synthesized Minority Oversampling-Based Generative Adversarial Networks and Random Forest Algorithm for Credit Card Fraud Detection. IEEE Access, 11. pp. 89694-89710. ISSN 2169-3536

Mohamed Rafik, Muhammad Zakhwan and Mohamed Shah, Noraisyah and Hitam, Nor Azizah and Saeed, Faisal and Basurra, Shadi (2023) Deep Learning Based for Cryptocurrency Assistive System. Lecture Notes on Data Engineering and Communications Technologies. ISSN 2367-4520

Turcsanyi, Balint Newton and Saeed, Faisal and Cooper, Emmett (2023) Deep Learning-based System for Quality Control of Coatings in Recess Punch Manufacturing. Lecture Notes on Data Engineering and Communications Technologies. ISSN 2367-4520

Abdullah, Siti Nabilah Syuhada and Shabri, Ani and Saeed, Faisal and Samsudin, Ruhaidah and Basurra, Shadi (2023) Modelling COViD-19 Daily New Cases using GSTARARIMA Forecasting Method: Case Study on Five Malaysian States. Lecture Notes on Data Engineering and Communications Technologies. ISSN 2367-4520

Al-Sarem, Mohammed and Saeed, Faisal and Qasem, Sultan Noman and Albarrak, Abdullah M (2023) Deep Learning-based Method for Enhancing the Detection of Arabic Authorship Attribution using Acoustic and Textual-based Features. International Journal of Advanced Computer Science and Applications, 14 (7). ISSN 2158-107X

Salim, Farsana and Saeed, Faisal and Basurra, Shadi and Qasem, Sultan Noman and Al-Hadhrami, Tawfik (2023) DenseNet-201 and Xception Pre-Trained Deep Learning Models for Fruit Recognition. Electronics, 12 (14). p. 3132. ISSN 2079-9292

Alshalif, Sarah Abdulkarem and Senan, Norhalina and Saeed, Faisal and Ghaban, Wad and Ibrahim, Noraini and Aamir, Muhammad and Sharif, Wareesa (2023) Alternative Relative Discrimination Criterion Feature Ranking Technique for Text Classification. IEEE Access. p. 1. ISSN 2169-3536

Petinrin, Olutomilayo Olayemi and Saeed, Faisal and Salim, Naomie and Toseef, Muhammad and Liu, Zhe and Muyide, Ibukun Omotayo (2023) Dimension Reduction and Classifier-Based Feature Selection for Oversampled Gene Expression Data and Cancer Classification. Processes, 11 (7). p. 1940. ISSN 2227-9717

Al-rimy, Bander Ali Saleh and Saeed, Faisal and Al-Sarem, Mohammed and Albarrak, Abdullah M. and Qasem, Sultan Noman (2023) An Adaptive Early Stopping Technique for DenseNet169-Based Knee Osteoarthritis Detection Model. Diagnostics, 13 (11). p. 1903. ISSN 2075-4418

Ali, Waleed and Saeed, Faisal (2023) Hybrid Filter and Genetic Algorithm-Based Feature Selection for Improving Cancer Classification in High-Dimensional Microarray Data. Processes, 11 (2). p. 562. ISSN 2227-9717

Moujahid, Hicham and Cherradi, Bouchaib and El Gannour, Oussama and Nagmeldin, Wamda and Abdelmaboud, Abdelzahir and Al-Sarem, Mohammed and Bahatti, Lhoussain and Saeed, Faisal and Hadwan, Mohammed (2023) A Novel Explainable CNN Model for Screening COVID-19 on X-ray Images. Computer Systems Science and Engineering, 46 (2). pp. 1789-1809. ISSN 0267-6192

Hayder, Israa M. and Al-Amiedy, Taief Alaa and Ghaban, Wad and Saeed, Faisal and Nasser, Maged and Al-Ali, Ghazwan Abdulnabi and Younis, Hussain A. (2023) An Intelligent Early Flood Forecasting and Prediction Leveraging Machine and Deep Learning Algorithms with Advanced Alert System. Processes, 11 (2). p. 481. ISSN 2227-9717

Zia Ur Rehman, Muhammad and Ahmad, Jawad and Jaha, Emad Sami and Ali, Abdullah Marish and Alzain, Mohammed and Saeed, Faisal (2023) An Efficient Automated Technique for Classification of Breast Cancer Using Deep Ensemble Model. Computer Systems Science and Engineering, 46 (1). ISSN 0267-6192

Umair, Muhammad and Saeed, Zafar and Saeed, Faisal and Ishtiaq, Hiba and Zubair, Muhammad and Abdel Hameed, Hala (2022) Energy Theft Detection in Smart Grids with Genetic Algorithm-Based Feature Selection. Computers, Materials and Continua, 74 (3). ISSN 1546-2218

Al-Sarem, Mohammed and Al-Asali, Mohammed and Alqutaibi, Ahmed Yaseen and Saeed, Faisal (2022) Enhanced Tooth Region Detection Using Pretrained Deep Learning Models. International Journal of Environmental Research And Public Health, 19 (22). p. 15414. ISSN 1660-4601

Hentabli, Hamza and Bengherbia, Billel and Saeed, Faisal and Salim, Naomie and Nafea, Ibtehal and Toubal, Abdelmoughni and Nasser, Maged (2022) Convolutional Neural Network Model Based on 2D Fingerprint for Bioactivity Prediction. International Journal of Molecular Sciences, 23 (21). 13230;. ISSN 1422-0067

Rahmat, Sofiah and Altowayti, Wahid and Othman, Norzila and Mohd Asharuddin, Syazwani and Saeed, Faisal and Basurra, Shadi and Eisa, Taiseer and Shahir, Shafinaz (2022) Prediction of Wastewater Treatment Plant Performance Using Multivariate Statistical Analysis: A Case Study of a Regional Sewage Treatment Plant in Melaka, Malaysia. Water, 14 (20). p. 3297. ISSN 2073-4441

Sayed, Nasir and Shoaib, Muhammad and Ahmed, Waqas and Qasem, Sultan and Albarrak, Abdullah and Saeed, Faisal (2022) Augmenting IoT Intrusion Detection System Performance Using Deep Neural Network. Computers, Materials and Continua, 74 (1). pp. 1351-1374. ISSN 1546-2218

White, Luke and Basuura, Shadi and Gaber, Mohamed Medhat and Alsewari, AbdulRahman and Saeed, Faisal and Addanki, Sudhamshu Mohan (2022) Agent-Based Simulations Using Genetic Algorithm Calibration: A Children's Services Application. IEEE Access, 10. 88386 -88397. ISSN 2169-3536

Wong, En Sing and Abdul Wahab, Nur Haliza and Saeed, Faisal and Alharbi, Nouf (2022) 360-Degree Video Bandwidth Reduction: Technique and Approaches Comprehensive Review. Applied Sciences, 12 (15). ISSN 2076-3417

Algarni, Mona and Al-Rezqi, Abdulkader and Saeed, Faisal and Alsaeedi, Abdullah and Ghabban, Fahad (2022) Multi-constraints based deep learning model for automated segmentation and diagnosis of coronary artery disease in X-ray angiographic images. Peerj Computer Science, 8. e993. ISSN 2376-5992

Hadwan, Mohammed and Al-Sarem, Mohammed and Saeed, Faisal and Al-Hagery, Mohammed (2022) An Improved Sentiment Classification Approach for Measuring User Satisfaction toward Governmental Services’ Mobile Apps Using Machine Learning Methods with Feature Engineering and SMOTE Technique. Applied Sciences, 12 (11). p. 5547. ISSN 2076-3417

Ullah, Safi and Jawad, Jawad and Khan, Muazzam and Alkhammash, Eman and Hadjouni, Myriam and Ghadi, Yazeed Yasin and Saeed, Faisal and Pitropakis, Nikolaos (2022) A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering. Sensors, 22 (10). ISSN 1424-8220

Ghaleb, Fuad and Alsaedi, Mohammed and Saeed, Faisal and Ahmad, Jawad and Alasli, Mohammed (2022) Cyber Threat Intelligence-Based Malicious URL Detection Model Using Ensemble Learning. Sensors, 22 (9). ISSN 1424-8220

Hadwan, Mohammed and Al-Hagery, Mohammed and Al-Sarem, Mohammed and Saeed, Faisal (2022) Arabic Sentiment Analysis of Users’ Opinions of Governmental Mobile Applications. Computers, Materials and Continua, 72 (3). pp. 4675-4689. ISSN 1546-2218

Muhammad Zaly Shah, Muhammad Zafran and Zainal, Anazida and Ghaleb, Fuad A. and Al-Qarafi, Abdulrahman and Saeed, Faisal (2022) Prototype Regularized Manifold Regularization Technique for Semi-Supervised Online Extreme Learning Machine. Sensors, 22 (9). p. 3113. ISSN 1424-8220

Alqarni, Mona and Saeed, Faisal and Al-Hadhrami, Tawfik and Ghabban, Fahad and Al-Sarem, Mohammed (2022) Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM). Sensors, 22 (8). ISSN 1424-8220

Ghaleb, Fuad A. and Saeed, Faisal and Alkhammash, Eman H. and Alghamdi, Norah Saleh and Al-rimy, Bander Ali Saleh (2022) A Fuzzy-Based Context-Aware Misbehavior Detecting Scheme for Detecting Rogue Nodes in Vehicular Ad Hoc Network. Sensors, 22 (7). p. 2810. ISSN 1424-8220

Nabus, Hatem S. Y. and Ali, Aida and Hassan, Shafaatunnur and Shamsuddin, Siti Mariya and Mustapha, Ismail B. and Saeed, Faisal (2022) Adaptive Generation-based Approaches of Oversampling using Different Sets of Base and Nearest Neighbor’s Instances. International Journal of Advanced Computer Science and Applications, 13 (4). ISSN 2158-107X

Nasser, Maged and Salim, Naomie and Saeed, Faisal and Basurra, Shadi and Rabiu, Idris and Hentabli, Hamza and Alsoufi, Muaadh (2022) Feature Reduction for Molecular Similarity Searching Based on Autoencoder Deep Learning. Biomolecules, 12 (4). ISSN 2218-273X

Hussain, Saddam and Mustafa, Mohd. Wazir and Al-Shqeerat, Khalil and Al-rimy, Bander and Saeed, Faisal (2022) Electric theft detection in advanced metering infrastructure using Jaya optimized combined Kernel-Tree boosting classifier—A novel sequentially executed supervised machine learning approach. IET Generation, Transmission & Distribution, 16 (6). pp. 1257-1275. ISSN 1350-2360

Albakri, Ghaida and Bouaziz, Rahma and Alharthi, Wallaa and Kammoun, Slim and Al-Sarem, Mohammed and Saeed, Faisal and Hadwan, Mohammed (2022) Phobia Exposure Therapy Using Virtual and Augmented Reality: A Systematic Review. Applied Sciences, 12 (3). p. 1672. ISSN 2076-3417

Ahmed, Yahye and Huda, Shamsul and Al-rimy, Bander and Alharbi, Nouf and Saeed, Faisal and Ghaleb, Fuad and Ali, Ismail (2022) A Weighted Minimum Redundancy Maximum Relevance Technique for Ransomware Early Detection in Industrial IoT. Sustainability, 14. p. 1231. ISSN 2071-1050

Saeed, Faisal and Al-Sarem, Mohammed and Al-Mohaimeed, Muhannad and Emara, Abdelhamid and Boulila, Wadii and Alasli, Mohammed and Ghabban, Fahad (2022) Enhancing Parkinson’s Disease Prediction Using Machine Learning and Feature Selection Methods. Computers, Materials and Continua, 71 (3). pp. 5639-5658. ISSN 1546-2218

Hassan, Mustafa Hamid and Mostafa, Salama and Mustapha, Aida and Saringat, Mohd Zainuri and Al-rimy, Bander and Saeed, Faisal and Eljial, A. E. M and Jubair, Mohammed Ahmed (2022) A New Collaborative Multi-Agent Monte Carlo Simulation Model for Spatial Correlations Air Pollutions Global Risk Assessment. Sustainability, 14 (1). p. 510. ISSN 2071-1050

El Gannour, Oussama and Hamida, Soufiane and Cherradi, Bouchaib and Al-Sarem, Mohammed and Raihani, Abdelhadi and Saeed, Faisal and Hadwan, Mohammed (2021) Concatenation of Pre-Trained Convolutional Neural Networks for an Enhanced Corona Virus Screening Using Transfer Learning Technique. Electronics, 11 (1). p. 103. ISSN 2079-9292

Al-Sarem, Mohammed and Saeed, Faisal and Alkhammash, Eman and Alghamdi, Norah Saleh (2021) An Aggregated Mutual Information Based Feature Selection with Machine Learning Methods for Enhancing IoT Botnet Attack Detection. Sensors, 22 (1). p. 185. ISSN 1424-8220

Hussain, Saddam and Mustafa, Mohd Wazir and Al-Shqeerat, Khalil and Saeed, Faisal and Al-rimy, Bander (2021) A Novel Feature-Engineered–NGBoost Machine-Learning Framework for Fraud Detection in Electric Power Consumption Data. Sensors, 21 (24). p. 8423. ISSN 1424-8220

Zamry, Nurfazrina and Zainal, Anazida and Rassam, Murad and Alkhammash, Eman and Ghaleb, Fuad and Saeed, Faisal (2021) Lightweight Anomaly Detection Scheme Using Incremental Principal Component Analysis and Support Vector Machine. Sensors, 21 (23). p. 8017. ISSN 1424-8220

Moujahid, Hicham and Cherradi, Bouchaib and Al-Sarem, Mohammed and Bahatti, Lhoussain and Eljialy, Bakr Assedik and Alsaeedi, Abdullah and Saeed, Faisal (2021) Combining CNN and Grad-Cam for COVID-19 Disease Prediction and Visual Explanation. Intelligent Automation & Soft Computing, 32 (2). pp. 723-745. ISSN 1079-8587

Boulila, Wadii and Shah, Syed Aziz and Ahmad, Jawad and Driss, Maha and Ghandorh, Hamza and Alsaeedi, Abdullah and Al-Sarem, Mohammed and Saeed, Faisal (2021) Noninvasive Detection of Respiratory Disorder Due to COVID-19 at the Early Stages in Saudi Arabia. Electronics, 10 (21). p. 2701. ISSN 2079-9292

Al-Sarem, Mohammed and Saeed, Faisal and Al-Mekhlafi, Zeyad and Mohammed, Badiea and Hadwan, Mohammed and Al-Hadhrami, Tawfik and Alshammari, Mohammad and Alreshidi, Abdulrahman and Alshammari, Talal (2021) An Improved Multiple Features and Machine Learning-Based Approach for Detecting Clickbait News on Social Networks. Applied Sciences, 11 (20). p. 9487. ISSN 2076-3417

Isyaku, Babangida and Abu Bakar, Kamalrulnizam and Mohd Zahid, Mohd Soperi and Alkhammash, Eman and Saeed, Faisal and Ghaleb, Fuad (2021) Route Path Selection Optimization Scheme Based Link Quality Estimation and Critical Switch Awareness for Software Defined Networks. Applied Sciences, 11 (19). p. 9100. ISSN 2076-3417

Alsoufi, Muaadh and Razak, Shukor and Md Siraj, Maheyzah and Nafea, Ibtehal and Ghaleb, Fuad and Saeed, Faisal and Nasser, Maged (2021) Anomaly-Based Intrusion Detection Systems in IoT Using Deep Learning: A Systematic Literature Review. Applied Sciences, 11 (18). p. 8383. ISSN 2076-3417

Mansour, Huda and Siraj, Maheyzah and Ghaleb, Fuad and Saeed, Faisal and Alkhammash, Eman and Maarof, Mohd (2021) Quasi-Identifiers Recognition Algorithm for Privacy Preservation of Cloud Data Based on Risk Re-Identification. Wireless Communications and Mobile Computing, 2021. p. 7154705. ISSN 1530-8669

Ghaleb, Fuad and Al-rimy, Bander and Boulila, Wadii and Saeed, Faisal and Kamat, Maznah and Rohan, Mohd. Foad and Abd Razak, Shukor (2021) Fairness-Oriented Semichaotic Genetic Algorithm-Based Channel Assignment Technique for Node Starvation Problem in Wireless Mesh Networks. Computational Intelligence and Neuroscience, 2021. ISSN 1687-5265

Conference or Workshop Item

Shabri, Ani and Samsudin, Ruhaidah and Saeed, Faisal and Al-Sarem, Mohammed (2023) Forecasting Tourist Arrivals Using a Combination of Long Short-Term Memory and Fourier Series. In: ICACIn 2022: Advances on Intelligent Computing and Data Science, 24th - 25th November 2022, Casablanca, Morocco.