Furqan Rustam

According to our database, Furqan Rustam authored at least 76 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Detecting Thyroid Disease Using Optimized Machine Learning Model Based on Differential Evolution.

Punit Gupta, Furqan Rustam, Khadija Kanwal, Wajdi Aljedaani, Sultan Alfarhood, Mejdl S. Safran, Imran Ashraf

Int. J. Comput. Intell. Syst., December, 2024

Artificial intelligence-based myocardial infarction diagnosis: a comprehensive review of modern techniques.

Hafeez Ur Rehman Siddiqui, Kainat Zafar, Adil Ali Saleem, Rukhshanda Sehar, Furqan Rustam, Sandra E. M. Dudley, Imran Ashraf

Multim. Tools Appl., April, 2024

Incorporating Word Embedding and Hybrid Model Random Forest Softmax Regression for Predicting News Categories.

Saima Khosa, Furqan Rustam, Arif Mehmood, Gyu Sang Choi, Imran Ashraf

Multim. Tools Appl., March, 2024

Identifying fake job posting using selective features and resampling techniques.

Hina Afzal, Furqan Rustam, Wajdi Aljedaani, Muhammad Abubakar Siddique, Saleem Ullah, Imran Ashraf

Multim. Tools Appl., February, 2024

Predicting skin cancer melanoma using stacked convolutional neural networks model.

Mui-Zzud-Din, Khwaja Tahseen Ahmed, Furqan Rustam, Arif Mehmood, Imran Ashraf, Gyu Sang Choi

Multim. Tools Appl., January, 2024

Malicious traffic detection in multi-environment networks using novel S-DATE and PSO-D-SEM approaches.

Furqan Rustam, Anca Delia Jurcut

Comput. Secur., January, 2024

Analyzing patients satisfaction level for medical services using twitter data.

Muhammad Usman, Muhammad Mujahid, Furqan Rustam, Emmanuel Soriano Flores, Juan Luís Vidal Mazón, Isabel de la Torre Díez, Imran Ashraf

PeerJ Comput. Sci., 2024

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

Furqan Rustam, Muhammad Zahid Sharif, Wajdi Aljedaani, Ernesto Lee, Imran Ashraf

Multim. Tools Appl., 2024

Advancing Autonomous Vehicle Safety: Machine Learning to Predict Sensor-Related Accident Severity.

Rahman Shafique, Furqan Rustam, Sheriff Murtala, Anca Delia Jurcut, Gyu Sang Choi

IEEE Access, 2024

A Novel Approach for Real-Time Server-Based Attack Detection Using Meta-Learning.

Furqan Rustam, Ali Raza, Muhammad Qasim, Sarath Kumar Posa, Anca Delia Jurcut

IEEE Access, 2024

2023

Pragmatic evidence of cross-language link detection: A systematic literature review.

Saira Latif, Zaigham Mushtaq, Ghulam Rasool, Furqan Rustam, Naila Aslam, Imran Ashraf

J. Syst. Softw., December, 2023

IoT networks attacks detection using multi-novel features and extra tree random - voting ensemble classifier (ER-VEC).

Ayesha Sarwar, Muhammad Faheem Mushtaq, Urooj Akram, Furqan Rustam, Ameer Hamza, Vaibhav Rupapara, Saleem Ullah

J. Ambient Intell. Humaniz. Comput., December, 2023

A Survey on the Role of Industrial IoT in Manufacturing for Implementation of Smart Industry.

Muhammad Shoaib Farooq, Muhammad Abdullah, Shamyla Riaz, Atif Alvi, Furqan Rustam, Miguel Angel López Flores, Juan Castanedo Galán, Md Abdus Samad, Imran Ashraf

Sensors, November, 2023

A performance overview of machine learning-based defense strategies for advanced persistent threats in industrial control systems.

Muhammad Ali Imran, Hafeez Ur Rehman Siddiqui, Ali Raza, Muhammad Amjad Raza, Furqan Rustam, Imran Ashraf

Comput. Secur., November, 2023

Performance evaluation of machine learning models on large dataset of android applications reviews.

Ali Adil Qureshi, Maqsood Ahmad, Saleem Ullah, Muhammad Naveed Yasir, Furqan Rustam, Imran Ashraf

Multim. Tools Appl., October, 2023

Unsupervised statistical image segmentation using bi-dimensional hidden Markov chains model with application to mammography images.

Abdelali Joumad, Abdelmajid El Moutaouakkil, Abdelaziz Nasroallah, Omar Boutkhoum, Furqan Rustam, Imran Ashraf

J. King Saud Univ. Comput. Inf. Sci., October, 2023

Coal mining accident causes classification using voting-based hybrid classifier (VHC).

Ali Javaid, Muhammad Abubakar Siddique, Aijaz Ahmad Reshi, Mui-Zzud-Din, Furqan Rustam, Ernesto Lee, Vaibhav Rupapara

J. Ambient Intell. Humaniz. Comput., October, 2023

Enhancing Diagnosis of Anterior and Inferior Myocardial Infarctions Using UWB Radar and AI-Driven Feature Fusion Approach.

Kainat Zafar, Hafeez Ur Rehman Siddiqui, Abdul Majid, Furqan Rustam, Sultan Alfarhood, Mejdl S. Safran, Imran Ashraf

Sensors, September, 2023

Arabic ChatGPT Tweets Classification Using RoBERTa and BERT Ensemble Model.

Muhammad Mujahid, Khadija Kanwal, Furqan Rustam, Wajdi Aljedaani, Imran Ashraf

ACM Trans. Asian Low Resour. Lang. Inf. Process., August, 2023

Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning.

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

Sensors, August, 2023

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

Furqan Rustam, Abid Ishaq, Muhammad Shadab Alam Hashmi, Hafeez Ur Rehman Siddiqui, Luis Alonso Dzul López, Juan Castanedo Galán, Imran Ashraf

Sensors, August, 2023

Detecting ham and spam emails using feature union and supervised machine learning models.

Furqan Rustam, Najia Saher, Arif Mehmood, Ernesto Lee, Sandrilla Washington, Imran Ashraf

Multim. Tools Appl., July, 2023

Emotion classification using temporal and spectral features from IR-UWB-based respiration data.

Hafeez Ur Rehman Siddiqui, Kainat Zafar, Adil Ali Saleem, Muhammad Amjad Raza, Sandra E. M. Dudley, Furqan Rustam, Imran Ashraf

Multim. Tools Appl., May, 2023

Image Watermarking Using Least Significant Bit and Canny Edge Detection.

Zaid Bin Faheem, Abid Ishaq, Furqan Rustam, Isabel de la Torre Díez, Daniel Gavilanes, Manuel Masias Vergara, Imran Ashraf

Sensors, February, 2023

Malware detection using image representation of malware data and transfer learning.

Furqan Rustam, Imran Ashraf, Anca Delia Jurcut, Ali Kashif Bashir, Yousaf Bin Zikria

J. Parallel Distributed Comput., February, 2023

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

Hafeez Ur Rehman Siddiqui, Beatriz Sainz de Abajo, Isabel de la Torre Díez, Furqan Rustam, Muhammad Amjad Raza, Sajjad Atta, Imran Ashraf

PeerJ Comput. Sci., 2023

Bidirectional encoder representations from transformers and deep learning model for analyzing smartphone-related tweets.

Sudheesh R, Muhammad Mujahid, Furqan Rustam, Bhargav Mallampati, Venkata Chunduri, Isabel de la Torre Díez, Imran Ashraf

PeerJ Comput. Sci., 2023

What people think about fast food: opinions analysis and LDA modeling on fast food restaurants using unstructured tweets.

Muhammad Mujahid, Furqan Rustam, Fahad Alasim, Muhammad Abubakar Siddique, Imran Ashraf

PeerJ Comput. Sci., 2023

Fake news detection in Urdu language using machine learning.

Muhammad Shoaib Farooq, Ansar Naseem, Furqan Rustam, Imran Ashraf

PeerJ Comput. Sci., 2023

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

Sudheesh R, Muhammad Mujahid, Furqan Rustam, Rahman Shafique, Venkata Chunduri, Mónica Gracia Villar, Julien Brito Ballester, Isabel de la Torre Díez, Imran Ashraf

Inf., 2023

Drug Usage Safety from Drug Reviews with Hybrid Machine Learning Approach.

Ernesto Lee, Furqan Rustam, Hina Fatima Shahzad, Patrick Bernard Washington, Abid Ishaq, Imran Ashraf

Comput. Syst. Sci. Eng., 2023

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

Kainat Zafar, Hafeez Ur Rehman Siddiqui, Abdul Majid, Adil Ali Saleem, Ali Raza, Furqan Rustam, Sandra E. M. Dudley

IEEE Access, 2023

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

Rahman Shafique, Wajdi Aljedaani, Furqan Rustam, Ernesto Lee, Arif Mehmood, Gyu Sang Choi

IEEE Access, 2023

Preventing Crimes Through Gunshots Recognition Using Novel Feature Engineering and Meta-Learning Approach.

Ali Raza, Furqan Rustam, Bhargav Mallampati, Pradeep Gali, Imran Ashraf

IEEE Access, 2023

Brain Tumor Detection Using 3D-UNet Segmentation Features and Hybrid Machine Learning Model.

Bhargav Mallampati, Abid Ishaq, Furqan Rustam, Venu Kuthala, Sultan Alfarhood, Imran Ashraf

IEEE Access, 2023

Securing Multi-Environment Networks using Versatile Synthetic Data Augmentation Technique and Machine Learning Algorithms.

Furqan Rustam, Anca Delia Jurcut, Wajdi Aljedaani, Imran Ashraf

Proceedings of the 20th Annual International Conference on Privacy, Security and Trust, 2023

Deep Ensemble-based Efficient Framework for Network Attack Detection.

Furqan Rustam, Ali Raza, Imran Ashraf, Anca Delia Jurcut

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.

Wajdi Aljedaani, Ibrahem Abuhaimed, Furqan Rustam, Mohamed Wiem Mkaouer, Ali Ouni, Ilyes Jenhani

Soc. Netw. Anal. Min., 2022

A Review of Image Processing Techniques for Deepfakes.

Hina Fatima Shahzad, Furqan Rustam, Emmanuel Soriano Flores, Juan Luís Vidal Mazón, Isabel de la Torre Díez, Imran Ashraf

Sensors, 2022

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

Muhammad Shadab Alam Hashmi, Muhammad Ibrahim, Imran Sarwar Bajwa, Hafeez Ur Rehman Siddiqui, Furqan Rustam, Ernesto Lee, Imran Ashraf

Sensors, 2022

Consortium Framework Using Blockchain for Asthma Healthcare in Pandemics.

Muhammad Shoaib Farooq, Maryam Suhail, Junaid Nasir Qureshi, Furqan Rustam, Isabel de la Torre Díez, Juan Luís Vidal Mazón, Carmen Lili Rodríguez, Imran Ashraf

Sensors, 2022

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

Muhammad Shoaib Farooq, Rana Muhammad Nadir, Furqan Rustam, Soojung Hur, Yongwan Park, Imran Ashraf

Sensors, 2022

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

Rajasekhar Chaganti, Furqan Rustam, Talal Daghriri, Isabel de la Torre Díez, Juan Luís Vidal Mazón, Carmen Lili Rodríguez, Imran Ashraf

Sensors, 2022

Comparative analysis of machine learning methods to detect fake news in an Urdu language <i>corpus</i>.

Adnan Rafique, Furqan Rustam, Manideep Narra, Arif Mehmood, Ernesto Lee, Imran Ashraf

PeerJ Comput. Sci., 2022

Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms.

Muhammad Zaid Naeem, Furqan Rustam, Arif Mehmood, Mui-Zzud-Din, Imran Ashraf, Gyu Sang Choi

PeerJ Comput. Sci., 2022

Self voting classification model for online meeting app review sentiment analysis and topic modeling.

Naila Aslam, Kewen Xia, Furqan Rustam, Ernesto Lee, Imran Ashraf

PeerJ Comput. Sci., 2022

Detection of Fake Job Postings by Utilizing Machine Learning and Natural Language Processing Approaches.

Aashir Amaar, Wajdi Aljedaani, Furqan Rustam, Saleem Ullah, Vaibhav Rupapara, Stephanie Ludi

Neural Process. Lett., 2022

Automated disease diagnosis and precaution recommender system using supervised machine learning.

Furqan Rustam, Zainab Imtiaz, Arif Mehmood, Vaibhav Rupapara, Gyu Sang Choi, Sadia Din, Imran Ashraf

Multim. Tools Appl., 2022

Spam SMS filtering based on text features and supervised machine learning techniques.

Muhammad Adeel Abid, Saleem Ullah, Muhammad Abubakar Siddique, Muhammad Faheem Mushtaq, Wajdi Aljedaani, Furqan Rustam

Multim. Tools Appl., 2022

Sentiment analysis on Twitter data integrating TextBlob and deep learning models: The case of US airline industry.

Wajdi Aljedaani, Furqan Rustam, Mohamed Wiem Mkaouer, Abdullatif Ghallab, Vaibhav Rupapara, Patrick Bernard Washington, Ernesto Lee, Imran Ashraf

Knowl. Based Syst., 2022

Employees reviews classification and evaluation (ERCE) model using supervised machine learning approaches.

Muhammad Saqlain Rehan, Furqan Rustam, Saleem Ullah, Safdar Hussain, Arif Mehmood, Gyu Sang Choi

J. Ambient Intell. Humaniz. Comput., 2022

Optimization of Imbalanced and Multidimensional Learning Under Bayes Minimum Risk and Savings Measure.

Fatima El Barakaz, Omar Boutkhoum, Mohamed Hanine, Abdelmajid El Moutaouakkil, Furqan Rustam, Sadia Din, Imran Ashraf

Big Data, 2022

Racism Detection by Analyzing Differential Opinions Through Sentiment Analysis of Tweets Using Stacked Ensemble GCR-NN Model.

Ernesto Lee, Furqan Rustam, Patrick Bernard Washington, Fatima El Barakaz, Wajdi Aljedaani, Imran Ashraf

IEEE Access, 2022

Inquest of Current Situation in Afghanistan Under Taliban Rule Using Sentiment Analysis and Volume Analysis.

Ernesto Lee, Furqan Rustam, Imran Ashraf, Patrick Bernard Washington, Manideep Narra, Rahman Shafique

IEEE Access, 2022

A Comprehensive Review of Denial of Service Attacks in Blockchain Ecosystem and Open Challenges.

Rajasekhar Chaganti, Rajendra V. Boppana, Vinayakumar Ravi, Kashif Munir, Mubarak Almutairi, Furqan Rustam, Ernesto Lee, Imran Ashraf

IEEE Access, 2022

Sentiment Analysis and Emotion Detection on Cryptocurrency Related Tweets Using Ensemble LSTM-GRU Model.

Naila Aslam, Furqan Rustam, Ernesto Lee, Patrick Bernard Washington, Imran Ashraf

IEEE Access, 2022

2021

Respiration Based Non-Invasive Approach for Emotion Recognition Using Impulse Radio Ultra Wide Band Radar and Machine Learning.

Hafeez Ur Rehman Siddiqui, Hina Fatima Shahzad, Adil Ali Saleem, Abdul Baqi Khan Khakwani, Furqan Rustam, Ernesto Lee, Imran Ashraf, Sandra E. M. Dudley

Sensors, 2021

Non-Invasive Driver Drowsiness Detection System.

Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Robert Brown, Bahattin Bademci, Ernesto Lee, Furqan Rustam, Sandra E. M. Dudley

Sensors, 2021

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

Rahman Shafique, Hafeez Ur Rehman Siddiqui, Furqan Rustam, Saleem Ullah, Muhammad Abubakar Siddique, Ernesto Lee, Imran Ashraf, Sandra E. M. Dudley

Sensors, 2021

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

Hayat Khaloufi, Karim Abouelmehdi, Abderrahim Beni Hssane, Furqan Rustam, Anca Delia Jurcut, Ernesto Lee, Imran Ashraf

Sensors, 2021

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

Vaibhav Rupapara, Furqan Rustam, Aashir Amaar, Patrick Bernard Washington, Ernesto Lee, Imran Ashraf

PeerJ Comput. Sci., 2021

Diagnosis of vertebral column pathologies using concatenated resampling with machine learning algorithms.

Aijaz Ahmad Reshi, Imran Ashraf, Furqan Rustam, Hina Fatima Shahzad, Arif Mehmood, Gyu Sang Choi

PeerJ Comput. Sci., 2021

Detecting sarcasm in multi-domain datasets using convolutional neural networks and long short term memory network model.

Ramish Jamil, Imran Ashraf, Furqan Rustam, Eysha Saad, Arif Mehmood, Gyu Sang Choi

PeerJ Comput. Sci., 2021

An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification.

Aijaz Ahmad Reshi, Furqan Rustam, Arif Mehmood, Abdulaziz Alhossan, Ziyad Alrabiah, Ajaz Ahmad, Hessa Alsuwailem, Gyu Sang Choi

Complex., 2021

Review prognosis system to predict employees job satisfaction using deep neural network.

Furqan Rustam, Imran Ashraf, Rahman Shafique, Arif Mehmood, Saleem Ullah, Gyu Sang Choi

Comput. Intell., 2021

Determining the Efficiency of Drugs Under Special Conditions From Users' Reviews on Healthcare Web Forums.

Eysha Saad, Sadia Din, Ramish Jamil, Furqan Rustam, Arif Mehmood, Imran Ashraf, Gyu Sang Choi

IEEE Access, 2021

Wireless Capsule Endoscopy Bleeding Images Classification Using CNN Based Model.

Furqan Rustam, Muhammad Abubakar Siddique, Hafeez Ur Rehman Siddiqui, Saleem Ullah, Arif Mehmood, Imran Ashraf, Gyu Sang Choi

IEEE Access, 2021

Impact of SMOTE on Imbalanced Text Features for Toxic Comments Classification Using RVVC Model.

Vaibhav Rupapara, Furqan Rustam, Hina Fatima Shahzad, Arif Mehmood, Imran Ashraf, Gyu Sang Choi

IEEE Access, 2021

Integrating Learning Analytics and Collaborative Learning for Improving Student's Academic Performance.

Adnan Rafique, Muhammad Salman Khan, Muhammad Hasan Jamal, Mamoona Tasadduq, Furqan Rustam, Ernesto Lee, Patrick Bernard Washington, Imran Ashraf

IEEE Access, 2021

Minimizing the Overlapping Degree to Improve Class-Imbalanced Learning Under Sparse Feature Selection: Application to Fraud Detection.

Fatima El Barakaz, Omar Boutkhoum, Abdelmajid El Moutaouakkil, Furqan Rustam, Arif Mehmood, Gyu Sang Choi

IEEE Access, 2021

Learning Sentiment Analysis for Accessibility User Reviews.

Wajdi Aljedaani, Furqan Rustam, Stephanie Ludi, Ali Ouni, Mohamed Wiem Mkaouer

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).

Furqan Rustam, Arif Mehmood, Saleem Ullah, Muhammad Ahmad, Dost Muhammad Khan, Gyu Sang Choi, Byung-Won On

Astron. Comput., 2020

COVID-19 Future Forecasting Using Supervised Machine Learning Models.

Furqan Rustam, Aijaz Ahmad Reshi, Arif Mehmood, Saleem Ullah, Byung-Won On, Waqar Aslam, Gyu Sang Choi

IEEE Access, 2020

Sensor-Based Human Activity Recognition Using Deep Stacked Multilayered Perceptron Model.

Furqan Rustam, Aijaz Ahmad Reshi, Imran Ashraf, Arif Mehmood, Saleem Ullah, Dost Muhammad Khan, Gyu Sang Choi

IEEE Access, 2020

Classification of Shopify App User Reviews Using Novel Multi Text Features.

Furqan Rustam, Arif Mehmood, Muhammad Ahmad, Saleem Ullah, Dost Muhammad Khan, Gyu Sang Choi

IEEE Access, 2020

2019

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

Furqan Rustam, Imran Ashraf, Arif Mehmood, Saleem Ullah, Gyu Sang Choi

Entropy, 2019