Furqan Rustam

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 82

Top Topics

Machine Learning

Myocardial Infarction

Top Venues

PeerJ Comput. Sci.

Multim. Tools Appl.

Publications

Furqan Rustam, Wajdi Aljedaani, Mahmoud Said Elsayed, Anca Delia Jurcut
FAMTDS: A novel MFO-based fully automated malicious traffic detection system for multi-environment networks. Comput. Networks 251 (2024)
Punit Gupta, Furqan Rustam, Khadija Kanwal, Wajdi Aljedaani, Sultan Alfarhood, Mejdl S. Safran, Imran Ashraf
Detecting Thyroid Disease Using Optimized Machine Learning Model Based on Differential Evolution. Int. J. Comput. Intell. Syst. 17 (1) (2024)
Muhammad Usman, Muhammad Mujahid, Furqan Rustam, Emmanuel Soriano Flores, Juan Luís Vidal Mazón, Isabel de la Torre Díez, Imran Ashraf
Analyzing patients satisfaction level for medical services using twitter data. PeerJ Comput. Sci. 10 (2024)
Rahman Shafique, Furqan Rustam, Gyu Sang Choi, Anca Delia Jurcut
Enhancing In-Vehicle Network Security Against AI-Generated Cyberattacks Using Machine Learning. WCNC (2024)
Furqan Rustam, Muhammad Zahid Sharif, Wajdi Aljedaani, Ernesto Lee, Imran Ashraf
Bee detection in bee hives using selective features from acoustic data. Multim. Tools Appl. 83 (8) (2024)
Furqan Rustam, Ali Raza, Muhammad Qasim, Sarath Kumar Posa, Anca Delia Jurcut
A Novel Approach for Real-Time Server-Based Attack Detection Using Meta-Learning. IEEE Access 12 (2024)
Hafeez Ur Rehman Siddiqui, Ambreen Akmal, Muhammad Iqbal, Adil Ali Saleem, Muhammad Amjad Raza, Kainat Zafar, Aqsa Zaib, Sandra E. M. Dudley, Jon Arambarri, Ángel Kuc Castilla, Furqan Rustam
Ultra-Wide Band Radar Empowered Driver Drowsiness Detection with Convolutional Spatial Feature Engineering and Artificial Intelligence. Sensors 24 (12) (2024)
Muhammad Mujahid, Erol Kina, Furqan Rustam, Mónica Gracia Villar, Eduardo Silva Alvarado, Isabel de la Torre Díez, Imran Ashraf
Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering. J. Big Data 11 (1) (2024)
Madiha Khalid, Ali Raza, Faizan Younas, Furqan Rustam, Mónica Gracia Villar, Imran Ashraf, Adnan Akhtar
Novel Sentiment Majority Voting Classifier and Transfer Learning-Based Feature Engineering for Sentiment Analysis of Deepfake Tweets. IEEE Access 12 (2024)
Rahman Shafique, Furqan Rustam, Sheriff Murtala, Anca Delia Jurcut, Gyu Sang Choi
Advancing Autonomous Vehicle Safety: Machine Learning to Predict Sensor-Related Accident Severity. IEEE Access 12 (2024)
Hafeez Ur Rehman Siddiqui, Riccardo Russo, Adil Ali Saleem, Sandra E. M. Dudley, Furqan Rustam
Improving Automated PSN Assessment in Type 2 Diabetes: A Study on Plantar Lesion Recognition and Probe Avoidance Techniques. IEEE Access 12 (2024)
Furqan Rustam, Anca Delia Jurcut
Malicious traffic detection in multi-environment networks using novel S-DATE and PSO-D-SEM approaches. Comput. Secur. 136 (2024)
Saima Khosa, Furqan Rustam, Arif Mehmood, Gyu Sang Choi, Imran Ashraf
Incorporating Word Embedding and Hybrid Model Random Forest Softmax Regression for Predicting News Categories. Multim. Tools Appl. 83 (11) (2024)
Mui-Zzud-Din, Khwaja Tahseen Ahmed, Furqan Rustam, Arif Mehmood, Imran Ashraf, Gyu Sang Choi
Predicting skin cancer melanoma using stacked convolutional neural networks model. Multim. Tools Appl. 83 (4) (2024)
Hafeez Ur Rehman Siddiqui, Kainat Zafar, Adil Ali Saleem, Rukhshanda Sehar, Furqan Rustam, Sandra E. M. Dudley, Imran Ashraf
Artificial intelligence-based myocardial infarction diagnosis: a comprehensive review of modern techniques. Multim. Tools Appl. 83 (14) (2024)
Hina Afzal, Furqan Rustam, Wajdi Aljedaani, Muhammad Abubakar Siddique, Saleem Ullah, Imran Ashraf
Identifying fake job posting using selective features and resampling techniques. Multim. Tools Appl. 83 (6) (2024)
Ernesto Lee, Furqan Rustam, Hina Fatima Shahzad, Patrick Bernard Washington, Abid Ishaq, Imran Ashraf
Drug Usage Safety from Drug Reviews with Hybrid Machine Learning Approach. Comput. Syst. Sci. Eng. 45 (3) (2023)
Sudheesh R, Muhammad Mujahid, Furqan Rustam, Bhargav Mallampati, Venkata Chunduri, Isabel de la Torre Díez, Imran Ashraf
Bidirectional encoder representations from transformers and deep learning model for analyzing smartphone-related tweets. PeerJ Comput. Sci. 9 (2023)
Kainat Zafar, Hafeez Ur Rehman Siddiqui, Abdul Majid, Adil Ali Saleem, Ali Raza, Furqan Rustam, Sandra E. M. Dudley
Deep Learning-Based Feature Engineering to Detect Anterior and Inferior Myocardial Infarction Using UWB Radar Data. IEEE Access 11 (2023)
Kainat Zafar, Hafeez Ur Rehman Siddiqui, Abdul Majid, Furqan Rustam, Sultan Alfarhood, Mejdl S. Safran, Imran Ashraf
Enhancing Diagnosis of Anterior and Inferior Myocardial Infarctions Using UWB Radar and AI-Driven Feature Fusion Approach. Sensors 23 (18) (2023)
Ali Adil Qureshi, Maqsood Ahmad, Saleem Ullah, Muhammad Naveed Yasir, Furqan Rustam, Imran Ashraf
Performance evaluation of machine learning models on large dataset of android applications reviews. Multim. Tools Appl. 82 (24) (2023)
Hafeez Ur Rehman Siddiqui, Beatriz Sainz de Abajo, Isabel de la Torre Díez, Furqan Rustam, Muhammad Amjad Raza, Sajjad Atta, Imran Ashraf
Predicting bankruptcy of firms using earnings call data and transfer learning. PeerJ Comput. Sci. 9 (2023)
Zaid Bin Faheem, Abid Ishaq, Furqan Rustam, Isabel de la Torre Díez, Daniel Gavilanes, Manuel Masias Vergara, Imran Ashraf
Image Watermarking Using Least Significant Bit and Canny Edge Detection. Sensors 23 (3) (2023)
Abdelali Joumad, Abdelmajid El Moutaouakkil, Abdelaziz Nasroallah, Omar Boutkhoum, Furqan Rustam, Imran Ashraf
Unsupervised statistical image segmentation using bi-dimensional hidden Markov chains model with application to mammography images. J. King Saud Univ. Comput. Inf. Sci. 35 (9) (2023)
Ayesha Sarwar, Muhammad Faheem Mushtaq, Urooj Akram, Furqan Rustam, Ameer Hamza, Vaibhav Rupapara, Saleem Ullah
IoT networks attacks detection using multi-novel features and extra tree random - voting ensemble classifier (ER-VEC). J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Bhargav Mallampati, Abid Ishaq, Furqan Rustam, Venu Kuthala, Sultan Alfarhood, Imran Ashraf
Brain Tumor Detection Using 3D-UNet Segmentation Features and Hybrid Machine Learning Model. IEEE Access 11 (2023)
Sudheesh R, Muhammad Mujahid, Furqan Rustam, Rahman Shafique, Venkata Chunduri, Mónica Gracia Villar, Julien Brito Ballester, Isabel de la Torre Díez, Imran Ashraf
Analyzing Sentiments Regarding ChatGPT Using Novel BERT: A Machine Learning Approach. Inf. 14 (9) (2023)
Ali Raza, Furqan Rustam, Bhargav Mallampati, Pradeep Gali, Imran Ashraf
Preventing Crimes Through Gunshots Recognition Using Novel Feature Engineering and Meta-Learning Approach. IEEE Access 11 (2023)
Muhammad Mujahid, Khadija Kanwal, Furqan Rustam, Wajdi Aljedaani, Imran Ashraf
Arabic ChatGPT Tweets Classification Using RoBERTa and BERT Ensemble Model. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (8) (2023)
Hafeez Ur Rehman Siddiqui, Kainat Zafar, Adil Ali Saleem, Muhammad Amjad Raza, Sandra E. M. Dudley, Furqan Rustam, Imran Ashraf
Emotion classification using temporal and spectral features from IR-UWB-based respiration data. Multim. Tools Appl. 82 (12) (2023)
Ali Javaid, Muhammad Abubakar Siddique, Aijaz Ahmad Reshi, Mui-Zzud-Din, Furqan Rustam, Ernesto Lee, Vaibhav Rupapara
Coal mining accident causes classification using voting-based hybrid classifier (VHC). J. Ambient Intell. Humaniz. Comput. 14 (10) (2023)
Rahman Shafique, Wajdi Aljedaani, Furqan Rustam, Ernesto Lee, Arif Mehmood, Gyu Sang Choi
Role of Artificial Intelligence in Online Education: A Systematic Mapping Study. IEEE Access 11 (2023)
Muhammad Mujahid, Furqan Rustam, Fahad Alasim, Muhammad Abubakar Siddique, Imran Ashraf
What people think about fast food: opinions analysis and LDA modeling on fast food restaurants using unstructured tweets. PeerJ Comput. Sci. 9 (2023)
Saira Latif, Zaigham Mushtaq, Ghulam Rasool, Furqan Rustam, Naila Aslam, Imran Ashraf
Pragmatic evidence of cross-language link detection: A systematic literature review. J. Syst. Softw. 206 (2023)
Muhammad Shoaib Farooq, Ansar Naseem, Furqan Rustam, Imran Ashraf
Fake news detection in Urdu language using machine learning. PeerJ Comput. Sci. 9 (2023)
Furqan Rustam, Najia Saher, Arif Mehmood, Ernesto Lee, Sandrilla Washington, Imran Ashraf
Detecting ham and spam emails using feature union and supervised machine learning models. Multim. Tools Appl. 82 (17) (2023)
Furqan Rustam, Ali Raza, Imran Ashraf, Anca Delia Jurcut
Deep Ensemble-based Efficient Framework for Network Attack Detection. MedComNet (2023)
Hafeez Ur Rehman Siddiqui, Faizan Younas, Furqan Rustam, Emmanuel Soriano Flores, Julien Brito Ballester, Isabel de la Torre Díez, Sandra E. M. Dudley, Imran Ashraf
Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning. Sensors 23 (15) (2023)
Furqan Rustam, Abid Ishaq, Muhammad Shadab Alam Hashmi, Hafeez Ur Rehman Siddiqui, Luis Alonso Dzul López, Juan Castanedo Galán, Imran Ashraf
Railway Track Fault Detection Using Selective MFCC Features from Acoustic Data. Sensors 23 (16) (2023)
Muhammad Shoaib Farooq, Muhammad Abdullah, Shamyla Riaz, Atif Alvi, Furqan Rustam, Miguel Angel López Flores, Juan Castanedo Galán, Md Abdus Samad, Imran Ashraf
A Survey on the Role of Industrial IoT in Manufacturing for Implementation of Smart Industry. Sensors 23 (21) (2023)
Furqan Rustam, Anca Delia Jurcut, Wajdi Aljedaani, Imran Ashraf
Securing Multi-Environment Networks using Versatile Synthetic Data Augmentation Technique and Machine Learning Algorithms. PST (2023)
Furqan Rustam, Imran Ashraf, Anca Delia Jurcut, Ali Kashif Bashir, Yousaf Bin Zikria
Malware detection using image representation of malware data and transfer learning. J. Parallel Distributed Comput. 172 (2023)
Muhammad Ali Imran, Hafeez Ur Rehman Siddiqui, Ali Raza, Muhammad Amjad Raza, Furqan Rustam, Imran Ashraf
A performance overview of machine learning-based defense strategies for advanced persistent threats in industrial control systems. Comput. Secur. 134 (2023)
Muhammad Shoaib Farooq, Maryam Suhail, Junaid Nasir Qureshi, Furqan Rustam, Isabel de la Torre Díez, Juan Luís Vidal Mazón, Carmen Lili Rodríguez, Imran Ashraf
Consortium Framework Using Blockchain for Asthma Healthcare in Pandemics. Sensors 22 (21) (2022)
Fatima El Barakaz, Omar Boutkhoum, Mohamed Hanine, Abdelmajid El Moutaouakkil, Furqan Rustam, Sadia Din, Imran Ashraf
Optimization of Imbalanced and Multidimensional Learning Under Bayes Minimum Risk and Savings Measure. Big Data 10 (5) (2022)
Hina Fatima Shahzad, Furqan Rustam, Emmanuel Soriano Flores, Juan Luís Vidal Mazón, Isabel de la Torre Díez, Imran Ashraf
A Review of Image Processing Techniques for Deepfakes. Sensors 22 (12) (2022)
Muhammad Zaid Naeem, Furqan Rustam, Arif Mehmood, Mui-Zzud-Din, Imran Ashraf, Gyu Sang Choi
Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms. PeerJ Comput. Sci. 8 (2022)
Naila Aslam, Furqan Rustam, Ernesto Lee, Patrick Bernard Washington, Imran Ashraf
Sentiment Analysis and Emotion Detection on Cryptocurrency Related Tweets Using Ensemble LSTM-GRU Model. IEEE Access 10 (2022)
Furqan Rustam, Zainab Imtiaz, Arif Mehmood, Vaibhav Rupapara, Gyu Sang Choi, Sadia Din, Imran Ashraf
Automated disease diagnosis and precaution recommender system using supervised machine learning. Multim. Tools Appl. 81 (22) (2022)
Muhammad Shoaib Farooq, Rana Muhammad Nadir, Furqan Rustam, Soojung Hur, Yongwan Park, Imran Ashraf
Nested Bee Hive: A Conceptual Multilayer Architecture for 6G in Futuristic Sustainable Smart Cities. Sensors 22 (16) (2022)
Muhammad Adeel Abid, Saleem Ullah, Muhammad Abubakar Siddique, Muhammad Faheem Mushtaq, Wajdi Aljedaani, Furqan Rustam
Spam SMS filtering based on text features and supervised machine learning techniques. Multim. Tools Appl. 81 (28) (2022)
Muhammad Shadab Alam Hashmi, Muhammad Ibrahim, Imran Sarwar Bajwa, Hafeez Ur Rehman Siddiqui, Furqan Rustam, Ernesto Lee, Imran Ashraf
Railway Track Inspection Using Deep Learning Based on Audio to Spectrogram Conversion: An on-the-Fly Approach. Sensors 22 (5) (2022)
Ernesto Lee, Furqan Rustam, Patrick Bernard Washington, Fatima El Barakaz, Wajdi Aljedaani, Imran Ashraf
Racism Detection by Analyzing Differential Opinions Through Sentiment Analysis of Tweets Using Stacked Ensemble GCR-NN Model. IEEE Access 10 (2022)
Wajdi Aljedaani, Ibrahem Abuhaimed, Furqan Rustam, Mohamed Wiem Mkaouer, Ali Ouni, Ilyes Jenhani
Automatically detecting and understanding the perception of COVID-19 vaccination: a middle east case study. Soc. Netw. Anal. Min. 12 (1) (2022)
Rajasekhar Chaganti, Rajendra V. Boppana, Vinayakumar Ravi, Kashif Munir, Mubarak Almutairi, Furqan Rustam, Ernesto Lee, Imran Ashraf
A Comprehensive Review of Denial of Service Attacks in Blockchain Ecosystem and Open Challenges. IEEE Access 10 (2022)
Naila Aslam, Kewen Xia, Furqan Rustam, Ernesto Lee, Imran Ashraf
Self voting classification model for online meeting app review sentiment analysis and topic modeling. PeerJ Comput. Sci. 8 (2022)
Muhammad Saqlain Rehan, Furqan Rustam, Saleem Ullah, Safdar Hussain, Arif Mehmood, Gyu Sang Choi
Employees reviews classification and evaluation (ERCE) model using supervised machine learning approaches. J. Ambient Intell. Humaniz. Comput. 13 (6) (2022)
Rajasekhar Chaganti, Furqan Rustam, Talal Daghriri, Isabel de la Torre Díez, Juan Luís Vidal Mazón, Carmen Lili Rodríguez, Imran Ashraf
Building Heating and Cooling Load Prediction Using Ensemble Machine Learning Model. Sensors 22 (19) (2022)
Aashir Amaar, Wajdi Aljedaani, Furqan Rustam, Saleem Ullah, Vaibhav Rupapara, Stephanie Ludi
Detection of Fake Job Postings by Utilizing Machine Learning and Natural Language Processing Approaches. Neural Process. Lett. 54 (3) (2022)
Adnan Rafique, Furqan Rustam, Manideep Narra, Arif Mehmood, Ernesto Lee, Imran Ashraf
. PeerJ Comput. Sci. 8 (2022)
Wajdi Aljedaani, Furqan Rustam, Mohamed Wiem Mkaouer, Abdullatif Ghallab, Vaibhav Rupapara, Patrick Bernard Washington, Ernesto Lee, Imran Ashraf
Sentiment analysis on Twitter data integrating TextBlob and deep learning models: The case of US airline industry. Knowl. Based Syst. 255 (2022)
Ernesto Lee, Furqan Rustam, Imran Ashraf, Patrick Bernard Washington, Manideep Narra, Rahman Shafique
Inquest of Current Situation in Afghanistan Under Taliban Rule Using Sentiment Analysis and Volume Analysis. IEEE Access 10 (2022)
Rahman Shafique, Hafeez Ur Rehman Siddiqui, Furqan Rustam, Saleem Ullah, Muhammad Abubakar Siddique, Ernesto Lee, Imran Ashraf, Sandra E. M. Dudley
A Novel Approach to Railway Track Faults Detection Using Acoustic Analysis. Sensors 21 (18) (2021)
Adnan Rafique, Muhammad Salman Khan, Muhammad Hasan Jamal, Mamoona Tasadduq, Furqan Rustam, Ernesto Lee, Patrick Bernard Washington, Imran Ashraf
Integrating Learning Analytics and Collaborative Learning for Improving Student's Academic Performance. IEEE Access 9 (2021)
Eysha Saad, Sadia Din, Ramish Jamil, Furqan Rustam, Arif Mehmood, Imran Ashraf, Gyu Sang Choi
Determining the Efficiency of Drugs Under Special Conditions From Users' Reviews on Healthcare Web Forums. IEEE Access 9 (2021)
Vaibhav Rupapara, Furqan Rustam, Aashir Amaar, Patrick Bernard Washington, Ernesto Lee, Imran Ashraf
Deepfake tweets classification using stacked Bi-LSTM and words embedding. PeerJ Comput. Sci. 7 (2021)
Aijaz Ahmad Reshi, Furqan Rustam, Arif Mehmood, Abdulaziz Alhossan, Ziyad Alrabiah, Ajaz Ahmad, Hessa Alsuwailem, Gyu Sang Choi
An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification. Complex. 2021 (2021)
Vaibhav Rupapara, Furqan Rustam, Hina Fatima Shahzad, Arif Mehmood, Imran Ashraf, Gyu Sang Choi
Impact of SMOTE on Imbalanced Text Features for Toxic Comments Classification Using RVVC Model. IEEE Access 9 (2021)
Wajdi Aljedaani, Furqan Rustam, Stephanie Ludi, Ali Ouni, Mohamed Wiem Mkaouer
Learning Sentiment Analysis for Accessibility User Reviews. ASE Workshops (2021)
Furqan Rustam, Muhammad Abubakar Siddique, Hafeez Ur Rehman Siddiqui, Saleem Ullah, Arif Mehmood, Imran Ashraf, Gyu Sang Choi
Wireless Capsule Endoscopy Bleeding Images Classification Using CNN Based Model. IEEE Access 9 (2021)
Hafeez Ur Rehman Siddiqui, Hina Fatima Shahzad, Adil Ali Saleem, Abdul Baqi Khan Khakwani, Furqan Rustam, Ernesto Lee, Imran Ashraf, Sandra E. M. Dudley
Respiration Based Non-Invasive Approach for Emotion Recognition Using Impulse Radio Ultra Wide Band Radar and Machine Learning. Sensors 21 (24) (2021)
Aijaz Ahmad Reshi, Imran Ashraf, Furqan Rustam, Hina Fatima Shahzad, Arif Mehmood, Gyu Sang Choi
Diagnosis of vertebral column pathologies using concatenated resampling with machine learning algorithms. PeerJ Comput. Sci. 7 (2021)
Ramish Jamil, Imran Ashraf, Furqan Rustam, Eysha Saad, Arif Mehmood, Gyu Sang Choi
Detecting sarcasm in multi-domain datasets using convolutional neural networks and long short term memory network model. PeerJ Comput. Sci. 7 (2021)
Furqan Rustam, Imran Ashraf, Rahman Shafique, Arif Mehmood, Saleem Ullah, Gyu Sang Choi
Review prognosis system to predict employees job satisfaction using deep neural network. Comput. Intell. 37 (2) (2021)
Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Robert Brown, Bahattin Bademci, Ernesto Lee, Furqan Rustam, Sandra E. M. Dudley
Non-Invasive Driver Drowsiness Detection System. Sensors 21 (14) (2021)
Hayat Khaloufi, Karim Abouelmehdi, Abderrahim Beni Hssane, Furqan Rustam, Anca Delia Jurcut, Ernesto Lee, Imran Ashraf
Deep Learning Based Early Detection Framework for Preliminary Diagnosis of COVID-19 via Onboard Smartphone Sensors. Sensors 21 (20) (2021)
Fatima El Barakaz, Omar Boutkhoum, Abdelmajid El Moutaouakkil, Furqan Rustam, Arif Mehmood, Gyu Sang Choi
Minimizing the Overlapping Degree to Improve Class-Imbalanced Learning Under Sparse Feature Selection: Application to Fraud Detection. IEEE Access 9 (2021)
Furqan Rustam, Arif Mehmood, Saleem Ullah, Muhammad Ahmad, Dost Muhammad Khan, Gyu Sang Choi, Byung-Won On
Predicting pulsar stars using a random tree boosting voting classifier (RTB-VC). Astron. Comput. 32 (2020)
Furqan Rustam, Aijaz Ahmad Reshi, Arif Mehmood, Saleem Ullah, Byung-Won On, Waqar Aslam, Gyu Sang Choi
COVID-19 Future Forecasting Using Supervised Machine Learning Models. IEEE Access 8 (2020)
Furqan Rustam, Arif Mehmood, Muhammad Ahmad, Saleem Ullah, Dost Muhammad Khan, Gyu Sang Choi
Classification of Shopify App User Reviews Using Novel Multi Text Features. IEEE Access 8 (2020)
Furqan Rustam, Aijaz Ahmad Reshi, Imran Ashraf, Arif Mehmood, Saleem Ullah, Dost Muhammad Khan, Gyu Sang Choi
Sensor-Based Human Activity Recognition Using Deep Stacked Multilayered Perceptron Model. IEEE Access 8 (2020)
Furqan Rustam, Imran Ashraf, Arif Mehmood, Saleem Ullah, Gyu Sang Choi
Tweets Classification on the Base of Sentiments for US Airline Companies. Entropy 21 (11) (2019)