Furqan Rustam
Orcid: 0000-0001-8403-1047
According to our database1,
Furqan Rustam
authored at least 83 papers
between 2019 and 2024.
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Bibliography
2024
Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering.
J. Big Data, December, 2024
Detecting Thyroid Disease Using Optimized Machine Learning Model Based on Differential Evolution.
Int. J. Comput. Intell. Syst., December, 2024
Ultra-Wide Band Radar Empowered Driver Drowsiness Detection with Convolutional Spatial Feature Engineering and Artificial Intelligence.
Sensors, June, 2024
Artificial intelligence-based myocardial infarction diagnosis: a comprehensive review of modern techniques.
Multim. Tools Appl., April, 2024
Incorporating Word Embedding and Hybrid Model Random Forest Softmax Regression for Predicting News Categories.
Multim. Tools Appl., March, 2024
Multim. Tools Appl., February, 2024
Multim. Tools Appl., January, 2024
Malicious traffic detection in multi-environment networks using novel S-DATE and PSO-D-SEM approaches.
Comput. Secur., January, 2024
PeerJ Comput. Sci., 2024
Multim. Tools Appl., 2024
FAMTDS: A novel MFO-based fully automated malicious traffic detection system for multi-environment networks.
Comput. Networks, 2024
Improving Automated PSN Assessment in Type 2 Diabetes: A Study on Plantar Lesion Recognition and Probe Avoidance Techniques.
IEEE Access, 2024
Advancing Autonomous Vehicle Safety: Machine Learning to Predict Sensor-Related Accident Severity.
IEEE Access, 2024
IEEE Access, 2024
Novel Sentiment Majority Voting Classifier and Transfer Learning-Based Feature Engineering for Sentiment Analysis of Deepfake Tweets.
IEEE Access, 2024
Enhancing In-Vehicle Network Security Against AI-Generated Cyberattacks Using Machine Learning.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
AI on the Defensive and Offensive: Securing Multi-Environment Networks from AI Agents.
Proceedings of the IEEE International Conference on Communications, 2024
2023
J. Syst. Softw., December, 2023
IoT networks attacks detection using multi-novel features and extra tree random - voting ensemble classifier (ER-VEC).
J. Ambient Intell. Humaniz. Comput., December, 2023
A Survey on the Role of Industrial IoT in Manufacturing for Implementation of Smart Industry.
Sensors, November, 2023
A performance overview of machine learning-based defense strategies for advanced persistent threats in industrial control systems.
Comput. Secur., November, 2023
Performance evaluation of machine learning models on large dataset of android applications reviews.
Multim. Tools Appl., October, 2023
Unsupervised statistical image segmentation using bi-dimensional hidden Markov chains model with application to mammography images.
J. King Saud Univ. Comput. Inf. Sci., October, 2023
Coal mining accident causes classification using voting-based hybrid classifier (VHC).
J. Ambient Intell. Humaniz. Comput., October, 2023
Enhancing Diagnosis of Anterior and Inferior Myocardial Infarctions Using UWB Radar and AI-Driven Feature Fusion Approach.
Sensors, September, 2023
ACM Trans. Asian Low Resour. Lang. Inf. Process., August, 2023
Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning.
Sensors, August, 2023
Sensors, August, 2023
Detecting ham and spam emails using feature union and supervised machine learning models.
Multim. Tools Appl., July, 2023
Emotion classification using temporal and spectral features from IR-UWB-based respiration data.
Multim. Tools Appl., May, 2023
Sensors, February, 2023
J. Parallel Distributed Comput., February, 2023
PeerJ Comput. Sci., 2023
Bidirectional encoder representations from transformers and deep learning model for analyzing smartphone-related tweets.
PeerJ Comput. Sci., 2023
What people think about fast food: opinions analysis and LDA modeling on fast food restaurants using unstructured tweets.
PeerJ Comput. Sci., 2023
PeerJ Comput. Sci., 2023
Analyzing Sentiments Regarding ChatGPT Using Novel BERT: A Machine Learning Approach.
Inf., 2023
Comput. Syst. Sci. Eng., 2023
Deep Learning-Based Feature Engineering to Detect Anterior and Inferior Myocardial Infarction Using UWB Radar Data.
IEEE Access, 2023
IEEE Access, 2023
Preventing Crimes Through Gunshots Recognition Using Novel Feature Engineering and Meta-Learning Approach.
IEEE Access, 2023
Brain Tumor Detection Using 3D-UNet Segmentation Features and Hybrid Machine Learning Model.
IEEE Access, 2023
Securing Multi-Environment Networks using Versatile Synthetic Data Augmentation Technique and Machine Learning Algorithms.
Proceedings of the 20th Annual International Conference on Privacy, Security and Trust, 2023
Proceedings of the 21st Mediterranean Communication and Computer Networking Conference, 2023
2022
Automatically detecting and understanding the perception of COVID-19 vaccination: a middle east case study.
Soc. Netw. Anal. Min., 2022
Railway Track Inspection Using Deep Learning Based on Audio to Spectrogram Conversion: An on-the-Fly Approach.
Sensors, 2022
Sensors, 2022
Nested Bee Hive: A Conceptual Multilayer Architecture for 6G in Futuristic Sustainable Smart Cities.
Sensors, 2022
Sensors, 2022
Comparative analysis of machine learning methods to detect fake news in an Urdu language <i>corpus</i>.
PeerJ Comput. Sci., 2022
Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms.
PeerJ Comput. Sci., 2022
Self voting classification model for online meeting app review sentiment analysis and topic modeling.
PeerJ Comput. Sci., 2022
Detection of Fake Job Postings by Utilizing Machine Learning and Natural Language Processing Approaches.
Neural Process. Lett., 2022
Automated disease diagnosis and precaution recommender system using supervised machine learning.
Multim. Tools Appl., 2022
Spam SMS filtering based on text features and supervised machine learning techniques.
Multim. Tools Appl., 2022
Sentiment analysis on Twitter data integrating TextBlob and deep learning models: The case of US airline industry.
Knowl. Based Syst., 2022
Employees reviews classification and evaluation (ERCE) model using supervised machine learning approaches.
J. Ambient Intell. Humaniz. Comput., 2022
Optimization of Imbalanced and Multidimensional Learning Under Bayes Minimum Risk and Savings Measure.
Big Data, 2022
Racism Detection by Analyzing Differential Opinions Through Sentiment Analysis of Tweets Using Stacked Ensemble GCR-NN Model.
IEEE Access, 2022
Inquest of Current Situation in Afghanistan Under Taliban Rule Using Sentiment Analysis and Volume Analysis.
IEEE Access, 2022
A Comprehensive Review of Denial of Service Attacks in Blockchain Ecosystem and Open Challenges.
IEEE Access, 2022
Sentiment Analysis and Emotion Detection on Cryptocurrency Related Tweets Using Ensemble LSTM-GRU Model.
IEEE Access, 2022
2021
Respiration Based Non-Invasive Approach for Emotion Recognition Using Impulse Radio Ultra Wide Band Radar and Machine Learning.
Sensors, 2021
Sensors, 2021
Deep Learning Based Early Detection Framework for Preliminary Diagnosis of COVID-19 via Onboard Smartphone Sensors.
Sensors, 2021
PeerJ Comput. Sci., 2021
Diagnosis of vertebral column pathologies using concatenated resampling with machine learning algorithms.
PeerJ Comput. Sci., 2021
Detecting sarcasm in multi-domain datasets using convolutional neural networks and long short term memory network model.
PeerJ Comput. Sci., 2021
An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification.
Complex., 2021
Review prognosis system to predict employees job satisfaction using deep neural network.
Comput. Intell., 2021
Determining the Efficiency of Drugs Under Special Conditions From Users' Reviews on Healthcare Web Forums.
IEEE Access, 2021
IEEE Access, 2021
Impact of SMOTE on Imbalanced Text Features for Toxic Comments Classification Using RVVC Model.
IEEE Access, 2021
Integrating Learning Analytics and Collaborative Learning for Improving Student's Academic Performance.
IEEE Access, 2021
Minimizing the Overlapping Degree to Improve Class-Imbalanced Learning Under Sparse Feature Selection: Application to Fraud Detection.
IEEE Access, 2021
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021
2020
Astron. Comput., 2020
IEEE Access, 2020
Sensor-Based Human Activity Recognition Using Deep Stacked Multilayered Perceptron Model.
IEEE Access, 2020
IEEE Access, 2020
2019
Entropy, 2019