Furqan Rustam

Orcid: 0000-0001-8403-1047

According to our database1, Furqan Rustam authored at least 83 papers between 2019 and 2024.

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

Timeline

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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

Identifying fake job posting using selective features and resampling techniques.
Multim. Tools Appl., February, 2024

Predicting skin cancer melanoma using stacked convolutional neural networks model.
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

Analyzing patients satisfaction level for medical services using twitter data.
PeerJ Comput. Sci., 2024

Bee detection in bee hives using selective features from acoustic data.
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

A Novel Approach for Real-Time Server-Based Attack Detection Using Meta-Learning.
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
Pragmatic evidence of cross-language link detection: A systematic literature review.
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

Arabic ChatGPT Tweets Classification Using RoBERTa and BERT Ensemble Model.
ACM Trans. Asian Low Resour. Lang. Inf. Process., August, 2023

Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning.
Sensors, August, 2023

Railway Track Fault Detection Using Selective MFCC Features from Acoustic Data.
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

Image Watermarking Using Least Significant Bit and Canny Edge Detection.
Sensors, February, 2023

Malware detection using image representation of malware data and transfer learning.
J. Parallel Distributed Comput., February, 2023

Predicting bankruptcy of firms using earnings call data and transfer learning.
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

Fake news detection in Urdu language using machine learning.
PeerJ Comput. Sci., 2023

Analyzing Sentiments Regarding ChatGPT Using Novel BERT: A Machine Learning Approach.
Inf., 2023

Drug Usage Safety from Drug Reviews with Hybrid Machine Learning Approach.
Comput. Syst. Sci. Eng., 2023

Deep Learning-Based Feature Engineering to Detect Anterior and Inferior Myocardial Infarction Using UWB Radar Data.
IEEE Access, 2023

Role of Artificial Intelligence in Online Education: A Systematic Mapping Study.
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

Deep Ensemble-based Efficient Framework for Network Attack Detection.
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

A Review of Image Processing Techniques for Deepfakes.
Sensors, 2022

Railway Track Inspection Using Deep Learning Based on Audio to Spectrogram Conversion: An on-the-Fly Approach.
Sensors, 2022

Consortium Framework Using Blockchain for Asthma Healthcare in Pandemics.
Sensors, 2022

Nested Bee Hive: A Conceptual Multilayer Architecture for 6G in Futuristic Sustainable Smart Cities.
Sensors, 2022

Building Heating and Cooling Load Prediction Using Ensemble Machine Learning Model.
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

Non-Invasive Driver Drowsiness Detection System.
Sensors, 2021

A Novel Approach to Railway Track Faults Detection Using Acoustic Analysis.
Sensors, 2021

Deep Learning Based Early Detection Framework for Preliminary Diagnosis of COVID-19 via Onboard Smartphone Sensors.
Sensors, 2021

Deepfake tweets classification using stacked Bi-LSTM and words embedding.
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

Wireless Capsule Endoscopy Bleeding Images Classification Using CNN Based Model.
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

Learning Sentiment Analysis for Accessibility User Reviews.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

2020
Predicting pulsar stars using a random tree boosting voting classifier (RTB-VC).
Astron. Comput., 2020

COVID-19 Future Forecasting Using Supervised Machine Learning Models.
IEEE Access, 2020

Sensor-Based Human Activity Recognition Using Deep Stacked Multilayered Perceptron Model.
IEEE Access, 2020

Classification of Shopify App User Reviews Using Novel Multi Text Features.
IEEE Access, 2020

2019
Tweets Classification on the Base of Sentiments for US Airline Companies.
Entropy, 2019


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