Faisal Saeed

Orcid: 0000-0002-2822-1708

According to our database1, Faisal Saeed authored at least 86 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
SMS Scam Detection Application Based on Optical Character Recognition for Image Data Using Unsupervised and Deep Semi-Supervised Learning.
Sensors, September, 2024

Determinants of Intention to Use Simulation-Based Learning in Computers and Networking Courses: An ISM and MICMAC Analysis.
IEEE Trans. Engineering Management, 2024

Enhancing Intrusion Detection Systems Using a Deep Learning and Data Augmentation Approach.
Syst., 2024

Laser communications system with drones as relay medium for healthcare applications.
PeerJ Comput. Sci., 2024

A systematic literature review on meta-heuristic based feature selection techniques for text classification.
PeerJ Comput. Sci., 2024

Deep learning-based method for sentiment analysis for patients' drug reviews.
PeerJ Comput. Sci., 2024

Addressing Behavioral Drift in Ransomware Early Detection Through Weighted Generative Adversarial Networks.
IEEE Access, 2024

Multi-Modal Features Representation-Based Convolutional Neural Network Model for Malicious Website Detection.
IEEE Access, 2024

2023
Empowering Precision Medicine: Unlocking Revolutionary Insights through Blockchain-Enabled Federated Learning and Electronic Medical Records.
Sensors, September, 2023

Securing Secrets in Cyber-Physical Systems: A Cutting-Edge Privacy Approach with Consortium Blockchain.
Sensors, August, 2023

A Kullback-Liebler divergence-based representation algorithm for malware detection.
PeerJ Comput. Sci., 2023

An Efficient Automated Technique for Classification of Breast Cancer Using Deep Ensemble Model.
Comput. Syst. Sci. Eng., 2023

A Novel Explainable CNN Model for Screening COVID-19 on X-ray Images.
Comput. Syst. Sci. Eng., 2023

Reliable Failure Restoration with Bayesian Congestion Aware for Software Defined Networks.
Comput. Syst. Sci. Eng., 2023

A Comparison of Re-Sampling Techniques for Detection of Multi-Step Attacks on Deep Learning Models.
IEEE Access, 2023

Ensemble Synthesized Minority Oversampling-Based Generative Adversarial Networks and Random Forest Algorithm for Credit Card Fraud Detection.
IEEE Access, 2023

Alternative Relative Discrimination Criterion Feature Ranking Technique for Text Classification.
IEEE Access, 2023

Hybrid Filter Feature Selection for Improving Cancer Classification in High-Dimensional Microarray Data.
Proceedings of the Advances in Intelligent Computing Techniques and Applications, 2023

Machine Learning Techniques for Evaluating Student Performance.
Proceedings of the Advances in Intelligent Computing Techniques and Applications, 2023

2022
A New Intrusion Detection System for the Internet of Things via Deep Convolutional Neural Network and Feature Engineering.
Sensors, 2022

Prototype Regularized Manifold Regularization Technique for Semi-Supervised Online Extreme Learning Machine.
Sensors, 2022

A Fuzzy-Based Context-Aware Misbehavior Detecting Scheme for Detecting Rogue Nodes in Vehicular Ad Hoc Network.
Sensors, 2022

Cyber Threat Intelligence-Based Malicious URL Detection Model Using Ensemble Learning.
Sensors, 2022

Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM).
Sensors, 2022

An Aggregated Mutual Information Based Feature Selection with Machine Learning Methods for Enhancing IoT Botnet Attack Detection.
Sensors, 2022

Multi-constraints based deep learning model for automated segmentation and diagnosis of coronary artery disease in X-ray angiographic images.
PeerJ Comput. Sci., 2022

Machine learning methods for predicting the biological activities of molecules in high diverse databases.
Int. J. Inf. Commun. Technol., 2022

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., 2022

Machine learning classifiers with pre-processing techniques for rumour detection on social media: an empirical study.
Int. J. Cloud Comput., 2022

Phishing Websites Detection by Using Optimized Stacking Ensemble Model.
Comput. Syst. Sci. Eng., 2022

Agent-Based Simulations Using Genetic Algorithm Calibration: A Children's Services Application.
IEEE Access, 2022

A Robust Approach for Brain Tumor Detection in Magnetic Resonance Images Using Finetuned EfficientNet.
IEEE Access, 2022

Ensembling of Efficient Deep Convolutional Networks and Machine Learning Algorithms for Resource Effective Detection of Tuberculosis Using Thoracic (Chest) Radiography.
IEEE Access, 2022

2021
Quasi-Identifier Recognition Algorithm for Privacy Preservation of Cloud Data Based on Risk Reidentification.
Wirel. Commun. Mob. Comput., 2021

Lightweight Anomaly Detection Scheme Using Incremental Principal Component Analysis and Support Vector Machine.
Sensors, 2021

A Novel Feature-Engineered-NGBoost Machine-Learning Framework for Fraud Detection in Electric Power Consumption Data.
Sensors, 2021

A new affinity matrix weighted k-nearest neighbors graph to improve spectral clustering accuracy.
PeerJ Comput. Sci., 2021

Realtime fire detection using CNN and search space navigation.
J. Real Time Image Process., 2021

Towards an Intelligent Framework for Cloud Service Discovery.
Int. J. Cloud Appl. Comput., 2021

Weight Initialization Techniques for Deep Learning Algorithms in Remote Sensing: Recent Trends and Future Perspectives.
CoRR, 2021

Intelligent implementation of residential demand response using multiagent system and deep neural networks.
Concurr. Comput. Pract. Exp., 2021

Fairness-Oriented Semichaotic Genetic Algorithm-Based Channel Assignment Technique for Node Starvation Problem in Wireless Mesh Networks.
Comput. Intell. Neurosci., 2021

A Deep Learning Artificial Neural Network Algorithm for Instance-based Arabic Language Authorship Attribution.
Adv. Data Sci. Adapt. Anal., 2021

2020
Convolutional neural network based early fire detection.
Multim. Tools Appl., 2020

Machine learning based approach for multimedia surveillance during fire emergencies.
Multim. Tools Appl., 2020

Ensemble Methods for Instance-Based Arabic Language Authorship Attribution.
IEEE Access, 2020

Features Reweighting and Selection in ligand-based Virtual Screening for Molecular Similarity Searching Based on Deep Belief Networks.
Adv. Data Sci. Adapt. Anal., 2020

A Fusion-Based Feature Selection Framework for Microarray Data Classification.
Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

Review on Emotion Recognition Using EEG Signals Based on Brain-Computer Interface System.
Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

Faster R-CNN Based Fault Detection in Industrial Images.
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

2019
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., 2019

Similarity searching in ligand-based virtual screening using different fingerprints and different similarity coefficients.
Int. J. Intell. Syst. Technol. Appl., 2019

Machine learning-based automated image processing for quality management in industrial Internet of Things.
Int. J. Distributed Sens. Networks, 2019

Stacked Ensemble for Bioactive Molecule Prediction.
IEEE Access, 2019

Hybrid and Multifaceted Context-Aware Misbehavior Detection Model for Vehicular Ad Hoc Network.
IEEE Access, 2019

Bioactivity Prediction Using Convolutional Neural Network.
Proceedings of the Emerging Trends in Intelligent Computing and Informatics, 2019

Review on Feature Selection Methods for Gene Expression Data Classification.
Proceedings of the Emerging Trends in Intelligent Computing and Informatics, 2019

A Framework for Preserving Location Privacy for Continuous Queries.
Proceedings of the Emerging Trends in Intelligent Computing and Informatics, 2019

Methods to Improve Ranking Chemical Structures in Ligand-Based Virtual Screening.
Proceedings of the Emerging Trends in Intelligent Computing and Informatics, 2019

2018
IoT-Based Intelligent Modeling of Smart Home Environment for Fire Prevention and Safety.
J. Sens. Actuator Networks, 2018

Bioactive molecule prediction using majority voting-based ensemble method.
J. Intell. Fuzzy Syst., 2018

Driving-situation-aware adaptive broadcasting rate scheme for vehicular ad hoc network.
J. Intell. Fuzzy Syst., 2018

Gene Selection and Classification in Microarray Datasets using a Hybrid Approach of PCC-BPSO/GA with Multi Classifiers.
J. Comput. Sci., 2018

Design Science Research Roadmap Model for Information Systems Projects: A Case Study.
Int. J. Inf. Technol. Proj. Manag., 2018

Multiple phases-based classifications for cloud services.
Int. J. Comput. Aided Eng. Technol., 2018

2017
Quantum probability ranking principle for ligand-based virtual screening.
J. Comput. Aided Mol. Des., 2017

Using TRIZ Systematic Innovation Methods for Redesign Services in Small and Medium Enterprises.
Int. J. Inf. Syst. Serv. Sect., 2017

An enhanced burst assembly scheme over optical burst switching networks.
Int. J. Inf. Commun. Technol., 2017

Pixel distribution-based features for offline Arabic handwritten word recognition.
Int. J. Comput. Vis. Robotics, 2017

Prediction of New Bioactive Molecules of Chemical Compound Using Boosting Ensemble Methods.
Proceedings of the Soft Computing in Data Science - Third International Conference, 2017

2016
Enhanced structural perceptual feature extraction model for Arabic literal amount recognition.
Int. J. Intell. Syst. Technol. Appl., 2016

2014
Condorcet and borda count fusion method for ligand-based virtual screening.
J. Cheminformatics, 2014

Weighted voting-based consensus clustering for chemical structure databases.
J. Comput. Aided Mol. Des., 2014

Combining multiple clusterings of chemical structures using cluster-based similarity partitioning algorithm.
Int. J. Comput. Biol. Drug Des., 2014

2013
Consensus Methods for Combining Multiple Clusterings of Chemical Structures.
J. Chem. Inf. Model., 2013

Using graph-based consensus clustering for combining K-means clustering of heterogeneous chemical structures.
J. Cheminformatics, 2013

Weighted Cumulative Voting-Based Aggregation Algorithm for Combining Multiple Clusterings of Chemical Structures.
Proceedings of the Information Retrieval Technology, 2013

Adaptive Cumulative Voting-Based Aggregation Algorithm for Combining Multiple Clusterings of Chemical Structures.
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013

Combining Multiple Clusterings of Chemical Structures Using Cumulative Voting-Based Aggregation Algorithm.
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013

LINGO-DOSM: LINGO for Descriptors of Outline Shape of Molecules.
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013

2012
Voting-based consensus clustering for combining multiple clusterings of chemical structures.
J. Cheminformatics, 2012

Ligand expansion in ligand-based virtual screening using relevance feedback.
J. Comput. Aided Mol. Des., 2012

Combining Multiple K-Means Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012

Combining Multiple Individual Clusterings of Chemical Structures Using Cluster-Based Similarity Partitioning Algorithm.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012

LWDOSM: Language for Writing Descriptors of Outline Shape of Molecules.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012

2011
Vision Based Intelligent Traffic Management System.
Proceedings of the 2011 Frontiers of Information Technology, 2011


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