Faisal Saeed

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 70

Top Topics

Authorship Attribution

Feature Selection

Top Venues

PeerJ Comput. Sci.

Publications

Sena Al-Hadhrami, Tamas Vinko, Tawfik Al Hadhrami, Faisal Saeed, Sultan Noman Qasem
Deep learning-based method for sentiment analysis for patients' drug reviews. PeerJ Comput. Sci. 10 (2024)
Sarah Abdulkarem Alshalif, Norhalina Senan, Faisal Saeed, Wad Ghaban, Noraini Ibrahim, Muhammad Aamir, Wareesa Sharif
A systematic literature review on meta-heuristic based feature selection techniques for text classification. PeerJ Comput. Sci. 10 (2024)
Umara Urooj, Bander Ali Saleh Al-Rimy, Anazida Binti Zainal, Faisal Saeed, Abdelzahir Abdelmaboud, Wamda Nagmeldin
Addressing Behavioral Drift in Ransomware Early Detection Through Weighted Generative Adversarial Networks. IEEE Access 12 (2024)
Adeeb Sait, Tawfik Al Hadhrami, Faisal Saeed, Shadi Basurra, Sultan Noman Qasem
Laser communications system with drones as relay medium for healthcare applications. PeerJ Comput. Sci. 10 (2024)
Shahla Asadi, Jordan Allison, Mohammad Iranmanesh, Masood Fathi, Mahmood Safaei, Faisal Saeed
Determinants of Intention to Use Simulation-Based Learning in Computers and Networking Courses: An ISM and MICMAC Analysis. IEEE Trans. Engineering Management 71 (2024)
Rasheed Mohammad, Faisal Saeed, Abdulwahab Ali Almazroi, Faisal Alsubaei, Abdulaleem Ali Almazroi
Enhancing Intrusion Detection Systems Using a Deep Learning and Data Augmentation Approach. Syst. 12 (3) (2024)
Mohammed Alsaedi, Fuad A. Ghaleb, Faisal Saeed, Jawad Ahmad, Mohammed Alasli
Multi-Modal Features Representation-Based Convolutional Neural Network Model for Malicious Website Detection. IEEE Access 12 (2024)
Hicham Moujahid, Bouchaib Cherradi, Oussama El Gannour, Wamda Abdelrahman Elhag Nagmeldin, Abdelzahir Abdelmaboud, Mohammed Al-Sarem, Lhoussain Bahatti, Faisal Saeed, Mohammed Hadwan
A Novel Explainable CNN Model for Screening COVID-19 on X-ray Images. Comput. Syst. Sci. Eng. 46 (2) (2023)
Muhammad Zia Ur Rehman, Jawad Ahmad, Emad Sami Jaha, Abdullah Marish Ali, Mohammed A. Alzain, Faisal Saeed
An Efficient Automated Technique for Classification of Breast Cancer Using Deep Ensemble Model. Comput. Syst. Sci. Eng. 46 (1) (2023)
Aitizaz Ali, Bander Ali Saleh Al-rimy, Ting Tin Tin, Saad Nasser Altamimi, Sultan Noman Qasem, Faisal Saeed
Empowering Precision Medicine: Unlocking Revolutionary Insights through Blockchain-Enabled Federated Learning and Electronic Medical Records. Sensors 23 (17) (2023)
Muhammad Hassan Jamal, Naila Naz, Muazzam Ali Khan Khattak, Faisal Saeed, Saad Nasser Altamimi, Sultan Noman Qasem
A Comparison of Re-Sampling Techniques for Detection of Multi-Step Attacks on Deep Learning Models. IEEE Access 11 (2023)
Josephine Oludipe, Faisal Saeed, Rasheed Mohammed
Machine Learning Techniques for Evaluating Student Performance. IRICT (2) (2023)
Faitouri A. Aboaoja, Anazida Zainal, Fuad A. Ghaleb, Norah Saleh Alghamdi, Faisal Saeed, Husayn Alhuwayji
A Kullback-Liebler divergence-based representation algorithm for malware detection. PeerJ Comput. Sci. 9 (2023)
Aitizaz Ali, Bander Ali Saleh Al-rimy, Abdulwahab Ali Almazroi, Faisal Alsubaei, Abdulaleem Ali Almazroi, Faisal Saeed
Securing Secrets in Cyber-Physical Systems: A Cutting-Edge Privacy Approach with Consortium Blockchain. Sensors 23 (16) (2023)
Oluwabukunmi Oyegbile, Faisal Saeed, Samer Bamansoor
Hybrid Filter Feature Selection for Improving Cancer Classification in High-Dimensional Microarray Data. IRICT (2) (2023)
Babangida Isyaku, Kamalrulnizam AbuBakar, Wamda Nagmeldin, Abdelzahir Abdelmaboud, Faisal Saeed, Fuad A. Ghaleb
Reliable Failure Restoration with Bayesian Congestion Aware for Software Defined Networks. Comput. Syst. Sci. Eng. 46 (3) (2023)
Fuad A. Ghaleb, Faisal Saeed, Mohammed Al-Sarem, Sultan Noman Qasem, Tawfik Al Hadhrami
Ensemble Synthesized Minority Oversampling-Based Generative Adversarial Networks and Random Forest Algorithm for Credit Card Fraud Detection. IEEE Access 11 (2023)
Sarah Abdulkarem Alshalif, Norhalina Senan, Faisal Saeed, Wad Ghaban, Noraini Ibrahim, Muhammad Aamir, Wareesa Sharif
Alternative Relative Discrimination Criterion Feature Ranking Technique for Text Classification. IEEE Access 11 (2023)
Mohammed Al-Sarem, Faisal Saeed, Eman H. Alkhammash, Norah Saleh Alghamdi
An Aggregated Mutual Information Based Feature Selection with Machine Learning Methods for Enhancing IoT Botnet Attack Detection. Sensors 22 (1) (2022)
Muhammad Zafran Bin Muhammad Zaly Shah, Anazida Zainal, Fuad A. Ghaleb, Abdulrahman Alqarafi, Faisal Saeed
Prototype Regularized Manifold Regularization Technique for Semi-Supervised Online Extreme Learning Machine. Sensors 22 (9) (2022)
Mona Algarni, Abdulkader Al-Rezqi, Faisal Saeed, Abdullah Alsaeedi, Fahad Ghabban
Multi-constraints based deep learning model for automated segmentation and diagnosis of coronary artery disease in X-ray angiographic images. PeerJ Comput. Sci. 8 (2022)
Talal Almutiri, Faisal Saeed
A hybrid feature selection method combining Gini index and support vector machine with recursive feature elimination for gene expression classification. Int. J. Data Min. Model. Manag. 14 (1) (2022)
Rajat Mehrrotraa, M. A. Ansari, Rajeev Agrawal, Pragati Tripathi, Md Belal Bin Heyat, Mohammed Al-Sarem, Abdullah Yahya Mohammed Muaad, Wamda Abdelrahman Elhag Nagmeldin, Abdelzahir Abdelmaboud, Faisal Saeed
Ensembling of Efficient Deep Convolutional Networks and Machine Learning Algorithms for Resource Effective Detection of Tuberculosis Using Thoracic (Chest) Radiography. IEEE Access 10 (2022)
Hasnain Ali Shah, Faisal Saeed, Sangseok Yun, Jun-Hyun Park, Anand Paul, Jae-Mo Kang
A Robust Approach for Brain Tumor Detection in Magnetic Resonance Images Using Finetuned EfficientNet. IEEE Access 10 (2022)
Mona Algarni, Faisal Saeed, Tawfik Al Hadhrami, Fahad Ghabban, Mohammed Al-Sarem
Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM). Sensors 22 (8) (2022)
Safi Ullah, Jawad Ahmad, Muazzam Ali Khan, Eman H. Alkhammash, Myriam Hadjouni, Yazeed Ghadi, Faisal Saeed, Nikolaos Pitropakis
A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering. Sensors 22 (10) (2022)
Fuad A. Ghaleb, Faisal Saeed, Eman H. Alkhammash, Norah Saleh Alghamdi, Bander Ali Saleh Al-rimy
A Fuzzy-Based Context-Aware Misbehavior Detecting Scheme for Detecting Rogue Nodes in Vehicular Ad Hoc Network. Sensors 22 (7) (2022)
Luke White, Shadi Basurra, Mohamed Medhat Gaber, AbdulRahman A. Al-Sewari, Faisal Saeed, Sudhamshu Mohan Addanki
Agent-Based Simulations Using Genetic Algorithm Calibration: A Children's Services Application. IEEE Access 10 (2022)
Zeyad Ghaleb Al-Mekhlafi, Badiea Abdulkarem Mohammed, Mohammed Al-Sarem, Faisal Saeed, Tawfik Al Hadhrami, Mohammad T. Alshammari, Abdulrahman Alreshidi, Talal Sarheed Alshammari
Phishing Websites Detection by Using Optimized Stacking Ensemble Model. Comput. Syst. Sci. Eng. 41 (1) (2022)
Faisal Saeed
Machine learning methods for predicting the biological activities of molecules in high diverse databases. Int. J. Inf. Commun. Technol. 21 (2) (2022)
Mohammed Al-Sarem, Muna Al-Harby, Faisal Saeed, Essa Abdullah Hezzam
Machine learning classifiers with pre-processing techniques for rumour detection on social media: an empirical study. Int. J. Cloud Comput. 11 (4) (2022)
Fuad A. Ghaleb, Mohammed Alsaedi, Faisal Saeed, Jawad Ahmad, Mohammed Alasli
Cyber Threat Intelligence-Based Malicious URL Detection Model Using Ensemble Learning. Sensors 22 (9) (2022)
Mohammed Al-Sarem, Abdullah Alsaeedi, Faisal Saeed
A Deep Learning Artificial Neural Network Algorithm for Instance-based Arabic Language Authorship Attribution. Adv. Data Sci. Adapt. Anal. 13 (3&4) (2021)
Nematullo Rahmatov, Anand Paul, Faisal Saeed, HyunCheol Seo
Realtime fire detection using CNN and search space navigation. J. Real Time Image Process. 18 (4) (2021)
Fuad A. Ghaleb, Bander Ali Saleh Al-Rimy, Wadii Boulila, Faisal Saeed, Maznah Kamat, Mohd. Foad Rohani, Shukor Abd Razak
Fairness-Oriented Semichaotic Genetic Algorithm-Based Channel Assignment Technique for Node Starvation Problem in Wireless Mesh Networks. Comput. Intell. Neurosci. 2021 (2021)
Nurfazrina Mohd Zamry, Anazida Zainal, Murad A. Rassam, Eman H. Alkhammash, Fuad A. Ghaleb, Faisal Saeed
Lightweight Anomaly Detection Scheme Using Incremental Principal Component Analysis and Support Vector Machine. Sensors 21 (23) (2021)
Faisal Saeed, Anand Paul, Muhammad Jamal Ahmed, Malik Junaid Jami Gul, Won-Hwa Hong, HyunCheol Seo
Intelligent implementation of residential demand response using multiagent system and deep neural networks. Concurr. Comput. Pract. Exp. 33 (22) (2021)
Wadii Boulila, Maha Driss, Mohammed Al-Sarem, Faisal Saeed, Moez Krichen
Weight Initialization Techniques for Deep Learning Algorithms in Remote Sensing: Recent Trends and Future Perspectives. CoRR (2021)
Saddam Hussain, Mohd Wazir Mustafa, Khalil Hamdi Ateyeh Al-Shqeerat, Faisal Saeed, Bander Ali Saleh Al-rimy
A Novel Feature-Engineered-NGBoost Machine-Learning Framework for Fraud Detection in Electric Power Consumption Data. Sensors 21 (24) (2021)
Muhammad Jamal Ahmed, Faisal Saeed, Anand Paul, Sadeeq Jan, HyunCheol Seo
A new affinity matrix weighted k-nearest neighbors graph to improve spectral clustering accuracy. PeerJ Comput. Sci. 7 (2021)
Huda Osman, Maheyzah Md Siraj, Fuad A. Ghaleb, Faisal Saeed, Eman H. Alkhammash, Mohd Aizaini Maarof
Quasi-Identifier Recognition Algorithm for Privacy Preservation of Cloud Data Based on Risk Reidentification. Wirel. Commun. Mob. Comput. 2021 (2021)
Abdullah Marish Ali, Siti Mariyam Shamsuddin, Fathy E. Eassa, Faisal Saeed, Madini O. Alassafi, Tawfik Al Hadhrami, Ahmed M. Elmisery
Towards an Intelligent Framework for Cloud Service Discovery. Int. J. Cloud Appl. Comput. 11 (3) (2021)
Faisal Saeed, Anand Paul, P. Karthigaikumar, Anand Nayyar
Convolutional neural network based early fire detection. Multim. Tools Appl. 79 (13-14) (2020)
Mohammed Al-Sarem, Faisal Saeed, Abdullah Alsaeedi, Wadii Boulila, Tawfik Al Hadhrami
Ensemble Methods for Instance-Based Arabic Language Authorship Attribution. IEEE Access 8 (2020)
Faisal Saeed, Anand Paul, Seungmin Rho
Faster R-CNN Based Fault Detection in Industrial Images. IEA/AIE (2020)
Maged Nasser, Naomie Salim, Hamza Hentabli, Faisal Saeed, Idris Rabiu
Features Reweighting and Selection in ligand-based Virtual Screening for Molecular Similarity Searching Based on Deep Belief Networks. Adv. Data Sci. Adapt. Anal. 12 (3-4) (2020)
Talal Almutiri, Faisal Saeed, Manar Alassaf, Essa Abdullah Hezzam
A Fusion-Based Feature Selection Framework for Microarray Data Classification. IRICT (2020)
Faisal Saeed, Anand Paul, Won-Hwa Hong, HyunCheol Seo
Machine learning based approach for multimedia surveillance during fire emergencies. Multim. Tools Appl. 79 (23-24) (2020)
Mona Algarni, Faisal Saeed
Review on Emotion Recognition Using EEG Signals Based on Brain-Computer Interface System. IRICT (2020)
Fuad A. Ghaleb, Mohd Aizaini Maarof, Anazida Zainal, Murad A. Rassam, Faisal Saeed, Mohammed Alsaedi
Context-aware data-centric misbehaviour detection scheme for vehicular ad hoc networks using sequential analysis of the temporal and spatial correlation of the consistency between the cooperative awareness messages. Veh. Commun. 20 (2019)
Hamza Hentabli, Maged Nasser, Naomie Salim, Faisal Saeed
Bioactivity Prediction Using Convolutional Neural Network. IRICT (2019)
Raed Saeed Al-Dhubhani, Jonathan Cazalas, Rashid Mehmood, Iyad A. Katib, Faisal Saeed
A Framework for Preserving Location Privacy for Continuous Queries. IRICT (2019)
Olutomilayo Olayemi Petinrin, Faisal Saeed
Stacked Ensemble for Bioactive Molecule Prediction. IEEE Access 7 (2019)
Berrhail Fouaz, Hacene Belhadef, Hamza Hentabli, Faisal Saeed
Similarity searching in ligand-based virtual screening using different fingerprints and different similarity coefficients. Int. J. Intell. Syst. Technol. Appl. 18 (4) (2019)
Fuad A. Ghaleb, Mohd Aizaini Maarof, Anazida Zainal, Bander Ali Saleh Al-rimy, Faisal Saeed, Tawfik Al Hadhrami
Hybrid and Multifaceted Context-Aware Misbehavior Detection Model for Vehicular Ad Hoc Network. IEEE Access 7 (2019)
Talal Almutiri, Faisal Saeed
Review on Feature Selection Methods for Gene Expression Data Classification. IRICT (2019)
Nematullo Rahmatov, Anand Paul, Faisal Saeed, Won-Hwa Hong, HyunCheol Seo, Jeong Hong Kim
Machine learning-based automated image processing for quality management in industrial Internet of Things. Int. J. Distributed Sens. Networks 15 (10) (2019)
Mohammed Mumtaz Al-Dabbagh, Naomie Salim, Faisal Saeed
Methods to Improve Ranking Chemical Structures in Ligand-Based Virtual Screening. IRICT (2019)
Olutomilayo Olayemi Petinrin, Faisal Saeed
Bioactive molecule prediction using majority voting-based ensemble method. J. Intell. Fuzzy Syst. 35 (1) (2018)
Abdullah Ali, Siti Mariyam Shamsuddin, Fathy E. Eassa, Faisal Saeed
Multiple phases-based classifications for cloud services. Int. J. Comput. Aided Eng. Technol. 10 (4) (2018)
Fuad A. Ghaleb, Anazida Zainal, Murad A. Rassam, Faisal Saeed
Driving-situation-aware adaptive broadcasting rate scheme for vehicular ad hoc network. J. Intell. Fuzzy Syst. 35 (1) (2018)
Nadhmi Gazem, Azizah Abdul Rahman, Faisal Saeed, Noorminshah A. Iahad
Design Science Research Roadmap Model for Information Systems Projects: A Case Study. Int. J. Inf. Technol. Proj. Manag. 9 (3) (2018)
Shilan S. Hameed, Fahmi F. Muhammad, Rohayanti Hassan, Faisal Saeed
Gene Selection and Classification in Microarray Datasets using a Hybrid Approach of PCC-BPSO/GA with Multi Classifiers. J. Comput. Sci. 14 (6) (2018)
Faisal Saeed, Anand Paul, Abdul Rehman, Won-Hwa Hong, HyunCheol Seo
IoT-Based Intelligent Modeling of Smart Home Environment for Fire Prevention and Safety. J. Sens. Actuator Networks 7 (1) (2018)
Mohammed Mumtaz Al-Dabbagh, Naomie Salim, Mubarak Himmat, Ali Ahmed, Faisal Saeed
Quantum probability ranking principle for ligand-based virtual screening. J. Comput. Aided Mol. Des. 31 (4) (2017)
Haslinda Hashim, Faisal Saeed
Prediction of New Bioactive Molecules of Chemical Compound Using Boosting Ensemble Methods. SCDS (2017)
Nadhmi Gazem, Azizah Abdul Rahman, Faisal Saeed
Using TRIZ Systematic Innovation Methods for Redesign Services in Small and Medium Enterprises. Int. J. Inf. Syst. Serv. Sect. 9 (3) (2017)
Mohammed Al-Shargabi, Faisal Saeed, Abdul Samad Ismail, Sevia M. Idrus
An enhanced burst assembly scheme over optical burst switching networks. Int. J. Inf. Commun. Technol. 10 (3) (2017)
Qais Al-Nuzaili, Siti Zaiton Mohd Hashim, Faisal Saeed, Mohammed Sayim Khalil, Dzulkifli Bin Mohamad
Pixel distribution-based features for offline Arabic handwritten word recognition. Int. J. Comput. Vis. Robotics 7 (1/2) (2017)
Qais Al-Nuzaili, Siti Zaiton Mohd Hashim, Faisal Saeed, Mohammed Sayim Khalil, Dzulkifli Bin Mohamad
Enhanced structural perceptual feature extraction model for Arabic literal amount recognition. Int. J. Intell. Syst. Technol. Appl. 15 (3) (2016)
Ali Ahmed, Faisal Saeed, Naomie Salim, Ammar Abdo
Condorcet and borda count fusion method for ligand-based virtual screening. J. Cheminformatics 6 (1) (2014)
Faisal Saeed, Ali Ahmed, Mohd Shahir Shamsir, Naomie Salim
Weighted voting-based consensus clustering for chemical structure databases. J. Comput. Aided Mol. Des. 28 (6) (2014)
Faisal Saeed, Naomie Salim, Ammar Abdo
Combining multiple clusterings of chemical structures using cluster-based similarity partitioning algorithm. Int. J. Comput. Biol. Drug Des. 7 (1) (2014)
Hamza Hentabli, Naomie Salim, Ammar Abdo, Faisal Saeed
LINGO-DOSM: LINGO for Descriptors of Outline Shape of Molecules. ACIIDS (2) (2013)
Faisal Saeed, Naomie Salim, Ammar Abdo
Consensus Methods for Combining Multiple Clusterings of Chemical Structures. J. Chem. Inf. Model. 53 (5) (2013)
Faisal Saeed, Naomie Salim, Ammar Abdo, Hamza Hentabli
Using graph-based consensus clustering for combining K-means clustering of heterogeneous chemical structures. J. Cheminformatics 5 (S-1) (2013)
Faisal Saeed, Naomie Salim
Weighted Cumulative Voting-Based Aggregation Algorithm for Combining Multiple Clusterings of Chemical Structures. AIRS (2013)
Faisal Saeed, Naomie Salim, Ammar Abdo, Hamza Hentabli
Adaptive Cumulative Voting-Based Aggregation Algorithm for Combining Multiple Clusterings of Chemical Structures. ACIIDS (2) (2013)
Faisal Saeed, Naomie Salim, Ammar Abdo, Hamza Hentabli
Combining Multiple Clusterings of Chemical Structures Using Cumulative Voting-Based Aggregation Algorithm. ACIIDS (2) (2013)
Faisal Saeed, Naomie Salim, Ammar Abdo, Hamza Hentabli
Combining Multiple K-Means Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm. AMLTA (2012)
Faisal Saeed, Naomie Salim, Ammar Abdo, Hamza Hentabli
Combining Multiple Individual Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm. AMLTA (2012)
Ammar Abdo, Faisal Saeed, Hamza Hentabli, Ali Ahmed, Naomie Salim
Ligand expansion in ligand-based virtual screening using relevance feedback. J. Comput. Aided Mol. Des. 26 (3) (2012)
Faisal Saeed, Naomie Salim, Ammar Abdo
Voting-based consensus clustering for combining multiple clusterings of chemical structures. J. Cheminformatics 4 (2012)
Hamza Hentabli, Naomie Salim, Ammar Abdo, Faisal Saeed
LWDOSM: Language for Writing Descriptors of Outline Shape of Molecules. AMLTA (2012)
Muhammad Hassam Malhi, Muhammad Hassan Aslam, Faisal Saeed, Owais Javed, Muhammad Fraz
Vision Based Intelligent Traffic Management System. FIT (2011)