Skill Specific Spoken Dialogues Based Personalized ATM Design to Maximize Effective Interaction for Visually Impaired Persona. - Muhammad Shafiq 002; Jin-Ghoo Choi; Muddesar Iqbal; Muhammad Faheem; Maqbool Ahmad; Imran Ashraf 003; Azeem Irshad (HCI (11), 2014)

An Investigation of Interpolation Techniques to Generate 2D Intensity Image From LIDAR Data. - Imran Ashraf 003; Soojung Hur; Yongwan Park (IEEE Access, 2017)

BLocate: A Building Identification Scheme in GPS Denied Environments Using Smartphone Sensors. - Imran Ashraf 003; Soojung Hur; Yongwan Park (Sensors, 2018)

Tweets Classification on the Base of Sentiments for US Airline Companies. - Furqan Rustam; Imran Ashraf 003; Arif Mehmood; Saleem Ullah; Gyu Sang Choi (Entropy, 2019)

GUIDE: Smartphone sensors-based pedestrian indoor localization with heterogeneous devices. - Imran Ashraf 003; Soojung Hur; Muhammad Shafiq 002; Saru Kumari; Yongwan Park (Int. J. Commun. Syst., 2019)

Indoor Positioning on Disparate Commercial Smartphones Using Wi-Fi Access Points Coverage Area. - Imran Ashraf 003; Soojung Hur; Yongwan Park (Sensors, 2019)

Floor Identification Using Magnetic Field Data with Smartphone Sensors. - Imran Ashraf 003; Soojung Hur; Muhammad Shafiq 002; Yongwan Park (Sensors, 2019)

Ranked Sense Multiple Access Control Protocol for Multichannel Cognitive Radio-Based IoT Networks. - Muhammad Shafiq 002; Pankaj Singh; Imran Ashraf 003; Maqbool Ahmad; Amjad Ali 002; Azeem Irshad; Muhammad Khalil Afzal; Jin-Ghoo Choi (Sensors, 2019)

MINLOC: Magnetic Field Patterns-Based Indoor Localization Using Convolutional Neural Networks. - Imran Ashraf 003; Mingyu Kang; Soojung Hur; Yongwan Park (IEEE Access, 2020)

A Comprehensive Analysis of Magnetic Field Based Indoor Positioning With Smartphones: Opportunities, Challenges and Practical Limitations. - Imran Ashraf 003; Yousaf Bin Zikria; Soojung Hur; Yongwan Park (IEEE Access, 2020)

The IPIN 2019 Indoor Localisation Competition - Description and Results. - Francesco Potortì; Sangjoon Park; Antonino Crivello; Filippo Palumbo; Michele Girolami; Paolo Barsocchi; Soyeon Lee; Joaquín Torres-Sospedra; Antonio Ramón Jiménez Ruiz; Antoni Pérez-Navarro; Germán Martín Mendoza-Silva; Fernando Seco; et al. (IEEE Access, 2020)

Sensor-Based Human Activity Recognition Using Deep Stacked Multilayered Perceptron Model. - Furqan Rustam; Aijaz Ahmad Reshi; Imran Ashraf 003; Arif Mehmood; Saleem Ullah; Dost Muhammad Khan; Gyu Sang Choi (IEEE Access, 2020)

Enhancing Performance of Magnetic Field Based Indoor Localization Using Magnetic Patterns from Multiple Smartphones. - Imran Ashraf 003; Soojung Hur; Yongwan Park (Sensors, 2020)

DeepLocate: Smartphone Based Indoor Localization with a Deep Neural Network Ensemble Classifier. - Imran Ashraf 003; Soojung Hur; Sangjoon Park; Yongwan Park (Sensors, 2020)

An Intelligent, Secure, and Smart Home Automation System. - Rizwan Majeed; Nurul Azma Abdullah; Imran Ashraf 003; Yousaf Bin Zikria; Muhammad Faheem Mushtaq; Muhammad Umer; Chenxi Huang (Sci. Program., 2020)

MagWi: Benchmark Dataset for Long Term Magnetic Field and Wi-Fi Data Involving Heterogeneous Smartphones, Multiple Orientations, Spatial Diversity and Multi-Floor Buildings. - Imran Ashraf 003; Sadia Din; Muhammad Usman Ali; Soojung Hur; Yousaf Bin Zikria; Yongwan Park (IEEE Access, 2021)

Resolving Energy Consumption Issues and Spectrum Allocation for Future Broadband Networks. - Sinan Najamaldeen Azzah; Sadia Din; Muhammad Ilyas 001; Imran Ashraf 003; 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 003 (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 003; 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 003; Gyu Sang Choi (IEEE Access, 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 003; Gyu Sang Choi (IEEE Access, 2021)

Adaptable Reduced-Complexity Approach Based on State Vector Machine for Identification of Criminal Activists on Social Media. - Imran Shafi; Sadia Din; Zahid Hussain; Imran Ashraf 003; Gyu Sang Choi (IEEE Access, 2021)

Review prognosis system to predict employees job satisfaction using deep neural network. - Furqan Rustam; Imran Ashraf 003; Rahman Shafique; Arif Mehmood; Saleem Ullah; Gyu Sang Choi (Comput. Intell., 2021)

Sentiment analysis of tweets using a unified convolutional neural network-long short-term memory network model. - Muhammad Umer; Imran Ashraf 003; Arif Mehmood; Saru Kumari; Saleem Ullah; Gyu Sang Choi (Comput. Intell., 2021)

Reinforcement-Learning-Enabled Massive Internet of Things for 6G Wireless Communications. - Rashid Ali 001; Imran Ashraf 003; Ali Kashif Bashir; Yousaf Bin Zikria (IEEE Commun. Stand. Mag., 2021)

Localizing pedestrians in indoor environments using magnetic field data with term frequency paradigm and deep neural networks. - Imran Ashraf 003; Yousaf Bin Zikria; Soojung Hur; Ali Kashif Bashir; Thamer Alhussain; Yongwan Park (Int. J. Mach. Learn. Cybern., 2021)

Detecting sarcasm in multi-domain datasets using convolutional neural networks and long short term memory network model. - Ramish Jamil; Imran Ashraf 003; Furqan Rustam; Eysha Saad; Arif Mehmood; Gyu Sang Choi (PeerJ Comput. Sci., 2021)

Diagnosis of vertebral column pathologies using concatenated resampling with machine learning algorithms. - Aijaz Ahmad Reshi; Imran Ashraf 003; Furqan Rustam; Hina Fatima Shahzad; Arif Mehmood; Gyu Sang Choi (PeerJ Comput. Sci., 2021)

Deepfake tweets classification using stacked Bi-LSTM and words embedding. - Vaibhav Rupapara; Furqan Rustam; Aashir Amaar; Patrick Bernard Washington; Ernesto Lee; Imran Ashraf 003 (PeerJ Comput. Sci., 2021)

Concurrent Firing Light Detection and Ranging System for Autonomous Vehicles. - Gunzung Kim; Imran Ashraf 003; Jeongsook Eom; Yongwan Park (Remote. Sens., 2021)

Empirical Overview of Benchmark Datasets for Geomagnetic Field-Based Indoor Positioning. - Imran Ashraf 003; Sadia Din; Soojung Hur; Gunzung Kim; Yongwan Park (Sensors, 2021)

An Optimized Approach to Channel Modeling and Impact of Deteriorating Factors on Wireless Communication in Underground Mines. - Fawad Javaid; Anyi Wang; Muhammad Usman Sana; Asif Husain; Imran Ashraf 003 (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 003 (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 003; Sandra E. M. Dudley (Sensors, 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 003; Sandra E. M. Dudley (Sensors, 2021)

Deep Learning Based Cross Domain Sentiment Classification for Urdu Language. - Amna Altaf; Muhammad Waqas Anwar; Muhammad Hasan Jamal; Sana Hassan; Usama Ijaz Bajwa; Gyu Sang Choi; Imran Ashraf 003 (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 003 (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 003 (IEEE Access, 2022)

Inquest of Current Situation in Afghanistan Under Taliban Rule Using Sentiment Analysis and Volume Analysis. - Ernesto Lee; Furqan Rustam; Imran Ashraf 003; Patrick Bernard Washington; Manideep Narra; Rahman Shafique (IEEE Access, 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 003 (IEEE Access, 2022)

Selective Feature Sets Based Fake News Detection for COVID-19 to Manage Infodemic. - Manideep Narra; Muhammad Umer; Saima Sadiq; Alá Abdulmajid Eshmawi; Hanen Karamti; Abdullah Mohamed; Imran Ashraf 003 (IEEE Access, 2022)

Simulation and Assessment of Vertical Scaling for a Smart Campus Environment Using the Internet of Things. - Mirza Abdur Razzaq; Javed Ahmad Mahar; Arif Mehmood; Gyu Sang Choi; Imran Ashraf 003 (IEEE Access, 2022)

Depression Classification From Tweets Using Small Deep Transfer Learning Language Models. - Muhammad Rizwan; Muhammad Faheem Mushtaq; Urooj Akram; Arif Mehmood; Imran Ashraf 003; Benjamín Sahelices (IEEE Access, 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 003 (Big Data, 2022)

An Efficient, Ensemble-Based Classification Framework for Big Medical Data. - Firoz Khan; Balusupati Veera Venkata Siva Prasad; Salman Ali Syed; Imran Ashraf 003; Lakshmana Kumar Ramasamy (Big Data, 2022)

Internet of Medical Things-Based Secure and Energy-Efficient Framework for Health Care. - Arun Kumar Rana; Chinmay Chakraborty; Sharad Sharma; Sachin Dhawan; Subhendu Kumar Pani; Imran Ashraf 003 (Big Data, 2022)

Reduced features set neural network approach based on high-resolution time-frequency images for cardiac abnormality detection. - Imran Shafi; Aesar Aziz; Sadia Din; Imran Ashraf 003 (Comput. Biol. Medicine, 2022)

COVINet: a convolutional neural network approach for predicting COVID-19 from chest X-ray images. - Muhammad Umer; Imran Ashraf 003; Saleem Ullah; Arif Mehmood; Gyu Sang Choi (J. Ambient Intell. Humaniz. Comput., 2022)

A novel improved random forest for text classification using feature ranking and optimal number of trees. - Nasir Jalal; Arif Mehmood; Gyu Sang Choi; Imran Ashraf 003 (J. King Saud Univ. Comput. Inf. Sci., 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 003 (Knowl. Based Syst., 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 003 (Multim. Tools Appl., 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 003 (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 003; Gyu Sang Choi (PeerJ Comput. Sci., 2022)

Comparative analysis of machine learning methods to detect fake news in an Urdu language corpus. - Adnan Rafique; Furqan Rustam; Manideep Narra; Arif Mehmood; Ernesto Lee; Imran Ashraf 003 (PeerJ Comput. Sci., 2022)

ETCNN: Extra Tree and Convolutional Neural Network-based Ensemble Model for COVID-19 Tweets Sentiment Classification. - Muhammad Umer; Saima Sadiq; Hanen Karamti; Alá Abdulmajid Eshmawi; Michele Nappi; Muhammad Usman Sana; Imran Ashraf 003 (Pattern Recognit. Lett., 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 003 (Sensors, 2022)

Wi-Fi Access Point Design Concept Targeting Indoor Positioning for Smartphones and IoT. - Mohamed S. El-Gendy; Imran Ashraf 003; Samy El-Hennawey (Sensors, 2022)

Nested Bee Hive: A Conceptual Multilayer Architecture for 6G in Futuristic Sustainable Smart Cities. - Muhammad Shoaib Farooq 001; Rana Muhammad Nadir; Furqan Rustam; Soojung Hur; Yongwan Park; Imran Ashraf 003 (Sensors, 2022)

IoT Enabled Intelligent Stick for Visually Impaired People for Obstacle Recognition. - Muhammad Siddique Farooq; Imran Shafi; Harris Khan; Isabel de la Torre Díez; Jose Breñosa; Julio César Martínez Espinosa; Imran Ashraf 003 (Sensors, 2022)

Consortium Framework Using Blockchain for Asthma Healthcare in Pandemics. - Muhammad Shoaib Farooq 001; Maryam Suhail; Junaid Nasir Qureshi; Furqan Rustam; Isabel de la Torre Díez; Juan Luís Vidal Mazón; Carmen Lili Rodríguez; Imran Ashraf 003 (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 003; Imran Sarwar Bajwa; Hafeez Ur Rehman Siddiqui; Furqan Rustam; Ernesto Lee; Imran Ashraf 003 (Sensors, 2022)

Analysis and Implementation of Human Mobility Behavior Using Similarity Analysis Based on Co-Occurrence Matrix. - Ambreen Memon; Jeff Kilby; Jose Breñosa; Julio César Martínez Espinosa; Imran Ashraf 003 (Sensors, 2022)

Antifragile and Resilient Geographical Information System Service Delivery in Fog Computing. - Tahira Sarwar Mir; Hannan Bin Liaqat; Tayybah Kiren; Muhammad Usman Sana; Roberto Marcelo Álvarez; Yini Miró; Alina Eugenia Pascual Barrera; Imran Ashraf 003 (Sensors, 2022)

Predicting Students' Academic Performance with Conditional Generative Adversarial Network and Deep SVM. - Samina Sarwat; Naeem Ullah; Saima Sadiq; Robina Saleem; Muhammad Umer; Alá Abdulmajid Eshmawi; Abdullah Mohamed; Imran Ashraf 003 (Sensors, 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 003 (Sensors, 2022)

MagWi: Benchmark dataset for long term magnetic field and Wi-Fi data involving heterogeneous smartphones, multiple orientations, spatial diversity and multi-floor buildings. - Imran Ashraf 003; Sadia Din; Muhammad Usman Ali; Soojung Hur; Yousaf Bin Zikria; Yongwan Park (IEEE DataPort, 2022)

Deep Ensemble-based Efficient Framework for Network Attack Detection. - Furqan Rustam; Ali Raza; Imran Ashraf 003; Anca Delia Jurcut (MedComNet, 2023)

Securing Multi-Environment Networks using Versatile Synthetic Data Augmentation Technique and Machine Learning Algorithms. - Furqan Rustam; Anca Delia Jurcut; Wajdi Aljedaani; Imran Ashraf 003 (PST, 2023)

Unleashing the Potential of Blockchain and Machine Learning: Insights and Emerging Trends From Bibliometric Analysis. - Nouhaila El Akrami; Mohamed Hanine; Emmanuel Soriano Flores; Daniel Gavilanes Aray; Imran Ashraf 003 (IEEE Access, 2023)

Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection. - Aisha Ahmed AlArfaj; Abdulaziz Altamimi; Turki Aljrees; Shakila Basheer; Muhammad Umer; Md Abdus Samad; Shtwai Alsubai; Imran Ashraf 003 (IEEE Access, 2023)

Artificial Intelligence and Behavioral Economics: A Bibliographic Analysis of Research Field. - Zakaria Aoujil; Mohamed Hanine; Emmanuel Soriano Flores; Md Abdus Samad; Imran Ashraf 003 (IEEE Access, 2023)

Real Word Spelling Error Detection and Correction for Urdu Language. - Romila Aziz; Muhammad Waqas Anwar; Muhammad Hasan Jamal; Usama Ijaz Bajwa; Ángel Gabriel Kuc Castilla; Carlos Uc Rios; Ernesto Bautista Thompson; Imran Ashraf 003 (IEEE Access, 2023)

Performance Prediction of Students in Higher Education Using Multi-Model Ensemble Approach. - Naveed Anwer Butt; Zafar Mahmood; Khawar Shakeel; Sultan Alfarhood; Mejdl S. Safran; Imran Ashraf 003 (IEEE Access, 2023)

PRUS: Product Recommender System Based on User Specifications and Customers Reviews. - Naveed Hussain; Hamid Turab Mirza; Faiza Iqbal; Ayesha Altaf; Ahtsham Shoukat; Mónica Gracia Villar; Emmanuel Soriano Flores; Marco Antonio Rojo Gutiérrez; Imran Ashraf 003 (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 003 (IEEE Access, 2023)

A Multi-Goal Particle Swarm Optimizer for Test Case Prioritization. - Muhammad Nazir; Arif Mehmood; Waqar Aslam; Yongwan Park; Gyu Sang Choi; Imran Ashraf 003 (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 003 (IEEE Access, 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 003 (Comput. Syst. Sci. Eng., 2023)

Chi-Square and PCA Based Feature Selection for Diabetes Detection with Ensemble Classifier. - Vaibhav Rupapara; Furqan Rustam; Abid Ishaq; Ernesto Lee; Imran Ashraf 003 (Intell. Autom. Soft Comput., 2023)

Analyzing Sentiments Regarding ChatGPT Using Novel BERT: A Machine Learning Approach. - Sudheesh R; Muhammad Mujahid; Furqan Rustam; Rahman Shafique; Venkata Chunduri 001; Mónica Gracia Villar; Julien Brito Ballester; Isabel de la Torre Díez; Imran Ashraf 003 (Inf., 2023)

Improving the review classification of Google apps using combined feature embedding and deep convolutional neural network model. - Naila Aslam; Ohoud Alzamzami; Kewen Xia; Saima Sadiq; Muhammad Umer; Carmen Bisogni; Imran Ashraf 003 (J. Ambient Intell. Humaniz. Comput., 2023)

Temporal analysis and opinion dynamics of COVID-19 vaccination tweets using diverse feature engineering techniques. - Shoaib Ahmed; Dost Muhammad Khan; Saima Sadiq; Muhammad Umer; Faisal Shahzad; Khalid Mahmood 002; Heba Mohsen; Imran Ashraf 003 (PeerJ Comput. Sci., 2023)

IoMT based smart healthcare system to control outbreaks of the COVID-19 pandemic. - Nouf Abdullah Almujally; Turki Aljrees; Muhammad Umer; Oumaima Saidani; Danial Hanif; Nihal Abuzinadah; Khaled Alnowaiser; Imran Ashraf 003 (PeerJ Comput. Sci., 2023)

A novel approach for explicit song lyrics detection using machine and deep ensemble learning models. - Xiaoyuan Chen; Turki Aljrees; Muhammad Umer; Hanen Karamti; Saba Tahir; Nihal Abuzinadah; Khaled Alnowaiser; Alá Abdulmajid Eshmawi; Abdullah Mohamed; Imran Ashraf 003 (PeerJ Comput. Sci., 2023)

Fake news detection in Urdu language using machine learning. - Muhammad Shoaib Farooq 001; Ansar Naseem; Furqan Rustam; Imran Ashraf 003 (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 003 (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 001; Isabel de la Torre Díez; Imran Ashraf 003 (PeerJ Comput. Sci., 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 003 (PeerJ Comput. Sci., 2023)

Skeletal age evaluation using hand X-rays to determine growth problems. - Muhammad Umer; Alá Abdulmajid Eshmawi; Khaled Alnowaiser; Abdullah Mohamed; Huda Alrashidi; Imran Ashraf 003 (PeerJ Comput. Sci., 2023)

Monitoring Acute Heart Failure Patients Using Internet-of-Things-Based Smart Monitoring System. - Nouf Abdullah Almujally; Turki Aljrees; Oumaima Saidani; Muhammad Umer; Zaid Bin Faheem; Nihal Abuzinadah; Khaled Alnowaiser; Imran Ashraf 003 (Sensors, 2023)

Smartphone Sensors for Indoor Positioning. - Imran Ashraf 003; Yongwan Park; Yousaf Bin Zikria; Sadia Din (Sensors, 2023)

Triple-Band Notched Ultra-Wideband Microstrip MIMO Antenna with Bluetooth Band. - Mohamed S. El-Gendy; Mohamed Mamdouh M. Ali; Ernesto Bautista Thompson; Imran Ashraf 003 (Sensors, 2023)

DrunkChain: Blockchain-Based IoT System for Preventing Drunk Driving-Related Traffic Accidents. - Hamza Farooq; Ayesha Altaf; Faiza Iqbal; Juan Castanedo Galán; Daniel Gavilanes Aray; Imran Ashraf 003 (Sensors, 2023)

Resilience Optimization of Post-Quantum Cryptography Key Encapsulation Algorithms. - Sana Farooq; Ayesha Altaf; Faiza Iqbal; Ernesto Bautista Thompson; Debora Libertad Ramírez Vargas; Isabel de la Torre Díez; Imran Ashraf 003 (Sensors, 2023)

Blockchain-Modeled Edge-Computing-Based Smart Home Monitoring System with Energy Usage Prediction. - Faiza Iqbal; Ayesha Altaf; Zeest Waris; Daniel Gavilanes Aray; Miguel Angel López Flores; Isabel de la Torre Díez; Imran Ashraf 003 (Sensors, 2023)

Malware detection using image representation of malware data and transfer learning. - Furqan Rustam; Imran Ashraf 003; Anca Delia Jurcut; Ali Kashif Bashir; Yousaf Bin Zikria (J. Parallel Distributed Comput., 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 003 (Sensors, 2023)

Face mask detection using deep convolutional neural network and multi-stage image processing. - Muhammad Umer; Saima Sadiq; Reemah M. Alhebshi; Shtwai Alsubai; Abdullah Al Hejaili; Alá Abdulmajid Eshmawi; Michele Nappi; Imran Ashraf 003 (Image Vis. Comput., 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 003 (Multim. Tools Appl., 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 003 (Multim. Tools Appl., 2023)

IoTTPS: Ensemble RKSVM Model-Based Internet of Things Threat Protection System. - Urooj Akram; Wareesa Sharif; Mobeen Shahroz; Muhammad Faheem Mushtaq; Daniel Gavilanes Aray; Ernesto Bautista Thompson; Isabel de la Torre Díez; Sirojiddin Djuraev; Imran Ashraf 003 (Sensors, 2023)

An Intelligent Framework for Cyber-Physical Satellite System and IoT-Aided Aerial Vehicle Security Threat Detection. - Nazik Alturki; Turki Aljrees; Muhammad Umer; Abid Ishaq; Shtwai Alsubai; Oumaima Saidani; Sirojiddin Djuraev; Imran Ashraf 003 (Sensors, 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 003 (Sensors, 2023)

Teeth Lesion Detection Using Deep Learning and the Internet of Things Post-COVID-19. - Imran Shafi; Muhammad Sajad; Anum Fatima; Daniel Gavilanes Aray; Vivian Lipari; Isabel de la Torre Díez; Imran Ashraf 003 (Sensors, 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 003 (Sensors, 2023)

Secure Data Management Life Cycle for Government Big-Data Ecosystem: Design and Development Perspective. - Reeba Zahid; Ayesha Altaf; Tauqir Ahmad; Faiza Iqbal; Yini Airet Miró Vera; Miguel Angel López Flores; Imran Ashraf 003 (Syst., 2023)

Arabic ChatGPT Tweets Classification Using RoBERTa and BERT Ensemble Model. - Muhammad Mujahid; Khadija Kanwal; Furqan Rustam; Wajdi Aljedaani; Imran Ashraf 003 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Efficient Classification of ECG Images Using a Lightweight CNN with Attention Module and IoT. - Tariq Sadad; Mejdl S. Safran; Inayat Khan; Sultan Alfarhood; Razaullah Khan; Imran Ashraf 003 (Sensors, 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 003 (Sensors, 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 003 (J. King Saud Univ. Comput. Inf. Sci., 2023)

Performance evaluation of machine learning models on large dataset of android applications reviews. - Ali Adil Qureshi; Maqsood Ahmad 004; Saleem Ullah; Muhammad Naveed Yasir; Furqan Rustam; Imran Ashraf 003 (Multim. Tools Appl., 2023)

Detection of Drowsiness among Drivers Using Novel Deep Convolutional Neural Network Model. - Fiaz Majeed; Umair Shafique; Mejdl S. Safran; Sultan Alfarhood; Imran Ashraf 003 (Sensors, 2023)

Distributed Denial of Service Attack Detection in Network Traffic Using Deep Learning Algorithm. - Mahrukh Ramzan; Muhammad Shoaib 008; Ayesha Altaf; Shazia Arshad; Faiza Iqbal; Ángel Gabriel Kuc Castilla; Imran Ashraf 003 (Sensors, 2023)

A Meta Modeling-Based Interoperability and Integration Testing Platform for IoT Systems. - Qasim Ali Shah; Imran Shafi; Jamil Ahmad; Sultan Alfarhood; Mejdl S. Safran; Imran Ashraf 003 (Sensors, 2023)

Differential Evolution Using Enhanced Mutation Strategy Based on Random Neighbor Selection. - Muhammad Hassan Baig; Qamar Abbas; Jamil Ahmad; Khalid Mahmood 002; Sultan Alfarhood; Mejdl S. Safran; Imran Ashraf 003 (Symmetry, 2023)

Improving Performance of Differential Evolution Using Multi-Population Ensemble Concept. - Aadil Bashir; Qamar Abbas; Khalid Mahmood 002; Sultan Alfarhood; Mejdl S. Safran; Imran Ashraf 003 (Symmetry, 2023)

A performance overview of machine learning-based defense strategies for advanced persistent threats in industrial control systems. - Muhammad Ali Imran 001; Hafeez Ur Rehman Siddiqui; Ali Raza; Muhammad Amjad Raza; Furqan Rustam; Imran Ashraf 003 (Comput. Secur., 2023)

A Survey on the Role of Industrial IoT in Manufacturing for Implementation of Smart Industry. - Muhammad Shoaib Farooq 001; Muhammad Abdullah; Shamyla Riaz; Atif Alvi; Furqan Rustam; Miguel Angel López Flores; Juan Castanedo Galán; Md Abdus Samad; Imran Ashraf 003 (Sensors, 2023)

Pragmatic evidence of cross-language link detection: A systematic literature review. - Saira Latif; Zaigham Mushtaq; Ghulam Rasool 002; Furqan Rustam; Naila Aslam; Imran Ashraf 003 (J. Syst. Softw., 2023)

Internet of Things in Pregnancy Care Coordination and Management: A Systematic Review. - Mohammad Mobarak Hossain; Mohammod Abul Kashem; Md. Monirul Islam; Md. Sahidullah; Sumona Hoque Mumu; Jia Uddin; Daniel Gavilanes Aray; Isabel de la Torre Díez; Imran Ashraf 003; Md Abdus Samad (Sensors, 2023)

Pneumonia Detection Using Chest Radiographs With Novel EfficientNetV2L Model. - Mudasir Ali; Mobeen Shahroz; Urooj Akram; Muhammad Faheem Mushtaq; Stefanía Carvajal Altamiranda; Silvia Aparicio Obregon; Isabel de la Torre Díez; Imran Ashraf 003 (IEEE Access, 2024)

Hybrid Machine Learning Model for Efficient Botnet Attack Detection in IoT Environment. - Mudasir Ali; Mobeen Shahroz; Muhammad Faheem Mushtaq; Sultan Alfarhood; Mejdl S. Safran; Imran Ashraf 003 (IEEE Access, 2024)

Employing Siamese MaLSTM Model and ELMO Word Embedding for Quora Duplicate Questions Detection. - Abdulaziz Altamimi; Muhammad Umer; Danial Hanif; Shtwai Alsubai; Tai-Hoon Kim; Imran Ashraf 003 (IEEE Access, 2024)

Detecting Pragmatic Ambiguity in Requirement Specification Using Novel Concept Maximum Matching Approach Based on Graph Network. - Khadija Aslam; Faiza Iqbal; Ayesha Altaf; Naveed Hussain; Mónica Gracia Villar; Emmanuel Soriano Flores; Isabel de la Torre Díez; Imran Ashraf 003 (IEEE Access, 2024)

Securing Smart Contracts in Fog Computing: Machine Learning-Based Attack Detection for Registration and Resource Access Granting. - Tahmina Ehsan; Muhammad Usman Sana; Muhammad Usman Ali; Elizabeth Caro Montero; Eduardo Silva Alvarado; Sirojiddin Djuraev; Imran Ashraf 003 (IEEE Access, 2024)

Enhanced Machine Learning Ensemble Approach for Securing Small Unmanned Aerial Vehicles From GPS Spoofing Attacks. - Alá Abdulmajid Eshmawi; Muhammad Umer; Imran Ashraf 003; Yongwan Park (IEEE Access, 2024)

Incorporating Meteorological Data and Pesticide Information to Forecast Crop Yields Using Machine Learning. - Md Jiabul Hoque; Md. Saiful Islam 014; Jia Uddin; Md Abdus Samad; Beatriz Sainz de Abajo; Debora Libertad Ramírez Vargas; Imran Ashraf 003 (IEEE Access, 2024)

A Lesion-Based Diabetic Retinopathy Detection Through Hybrid Deep Learning Model. - Ayesha Jabbar; Hannan Bin Liaqat; Aftab Akram; Muhammad Usman Sana; Irma Domínguez Azpíroz; Isabel de la Torre Díez; Imran Ashraf 003 (IEEE Access, 2024)

Novel Sentiment Majority Voting Classifier and Transfer Learning-Based Feature Engineering for Sentiment Analysis of Deepfake Tweets. - Madiha Khalid; Ali Raza; Faizan Younas; Furqan Rustam; Mónica Gracia Villar; Imran Ashraf 003; Adnan Akhtar (IEEE Access, 2024)

Enhancing Urban Traffic Management Through Real-Time Anomaly Detection and Load Balancing. - My Driss Laanaoui; Mohamed Lachgar; Mohamed Hanine; Hamid Hrimech; Santos Gracia Villar; Imran Ashraf 003 (IEEE Access, 2024)

A Detectability Analysis of Retinitis Pigmetosa Using Novel SE-ResNet Based Deep Learning Model and Color Fundus Images. - Rubina Rashid; Waqar Aslam; Arif Mehmood; Debora Libertad Ramírez Vargas; Isabel de la Torre Díez; Imran Ashraf 003 (IEEE Access, 2024)

Data Transmission Enhancement Using Optimal Coding Technique Over In Vivo Channel for Interbody Communication. - Mohanad Ahmed Mezher; Sadia Din; Muhammad Ilyas 001; Oguz Bayat; Qammer Hussain Abbasi; Imran Ashraf 003 (Big Data, 2024)

Virtual histopathology methods in medical imaging - a systematic review. - Muhammad Talha Imran; Imran Shafi; Jamil Ahmad; Muhammad Fasih Uddin Butt; Santos Gracia Villar; Eduardo Garcia Villena; Tahir Khurshaid; Imran Ashraf 003 (BMC Medical Imaging, 2024)

Towards the development of believable agents: Adopting neural architectures and adaptive neuro-fuzzy inference system via playback of human traces. - Naveed Anwer Butt; Mian Muhammad Awais; Samra Shahzadi; Tai-Hoon Kim; Imran Ashraf 003 (J. King Saud Univ. Comput. Inf. Sci., 2024)

Bee detection in bee hives using selective features from acoustic data. - Furqan Rustam; Muhammad Zahid Sharif; Wajdi Aljedaani; Ernesto Lee; Imran Ashraf 003 (Multim. Tools Appl., 2024)

Contradiction in text review and apps rating: prediction using textual features and transfer learning. - Turki Aljrees; Muhammad Umer; Oumaima Saidani; Latifah Almuqren; Abid Ishaq; Shtwai Alsubai; Alá Abdulmajid Eshmawi; Imran Ashraf 003 (PeerJ Comput. Sci., 2024)

A machine learning based framework for IoT devices identification using web traffic. - Sajjad Hussain; Waqar Aslam; Arif Mehmood; Gyu Sang Choi; Imran Ashraf 003 (PeerJ Comput. Sci., 2024)

Improving prediction of maternal health risks using PCA features and TreeNet model. - Leila Jamel 001; Muhammad Umer; Oumaima Saidani; Bayan Alabduallah; Shtwai Alsubai; Farruh Ishmanov; Tai-Hoon Kim; Imran Ashraf 003 (PeerJ Comput. Sci., 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 003 (PeerJ Comput. Sci., 2024)

PyDEMATEL: A Python-based tool implementing DEMATEL and fuzzy DEMATEL methods for improved decision making. - Chekry Abderrahman; Jamal Bakkas; Mohamed Hanine; Elizabeth Caro Montero; Mirtha Silvana Garat de Marin; Imran Ashraf 003 (SoftwareX, 2024)

Predicting skin cancer melanoma using stacked convolutional neural networks model. - Mui-Zzud-Din; Khwaja Tahseen Ahmed; Furqan Rustam; Arif Mehmood; Imran Ashraf 003; Gyu Sang Choi (Multim. Tools Appl., 2024)

Analyzing Performance of YOLOx for Detecting Vehicles in Bad Weather Conditions. - Imran Ashraf 003; Soojung Hur; Gunzung Kim; Yongwan Park (Sensors, 2024)

Identifying fake job posting using selective features and resampling techniques. - Hina Afzal; Furqan Rustam; Wajdi Aljedaani; Muhammad Abubakar Siddique; Saleem Ullah; Imran Ashraf 003 (Multim. Tools Appl., 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 003 (Multim. Tools Appl., 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 003 (Multim. Tools Appl., 2024)

Cancer detection and classification using a simplified binary state vector machine. - Imran Shafi; Sana Ansari; Sadia Din; Imran Ashraf 003 (Medical Biol. Eng. Comput., 2024)

Image Processing-based Resource-Efficient Transfer Learning Approach for Cancer Detection Employing Local Binary Pattern Features. - Ebtisam Abdullah Alabdulqader; Muhammad Umer; Khaled Alnowaiser; Huihui Wang; Aisha Ahmed AlArfaj; Imran Ashraf 003 (Mob. Networks Appl., 2024)

An Energy-Efficient Technique to Secure Internet of Things Devices Using Blockchain. - Hira Zaheer; Muhammad Shoaib 008; Faiza Iqbal; Shazia Arshad; Ayesha Altaf; Eduardo Garcia Villena; Isabel de la Torre Díez; Imran Ashraf 003 (J. Netw. Syst. Manag., 2024)

Feature optimization and machine learning for predicting students' academic performance in higher education institutions. - Aom Perkash; Qaisar Shaheen; Robina Saleem; Furqan Rustam; Mónica Gracia Villar; Eduardo Silva Alvarado; Isabel de la Torre Díez; Imran Ashraf 003 (Educ. Inf. Technol., 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 003 (Int. J. Comput. Intell. Syst., 2024)

Fake news detection using enhanced features through text to image transformation with customized models. - Furqan Rustam; Wajdi Aljedaani; Anca Delia Jurcut; Sultan Alfarhood; Mejdl S. Safran; Imran Ashraf 003 (Discov. Comput., 2024)

Profitability trend prediction in crypto financial markets using Fibonacci technical indicator and hybrid CNN model. - Bilal Hassan Ahmed Khattak; Imran Shafi; Chaudhary Hamza Rashid; Mejdl S. Safran; Sultan Alfarhood; Imran Ashraf 003 (J. Big Data, 2024)

Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering. - Muhammad Mujahid; Erol Kina; Furqan Rustam; Mónica Gracia Villar; Eduardo Silva Alvarado; Isabel de la Torre Díez; Imran Ashraf 003 (J. Big Data, 2024)

Student academic success prediction in multimedia-supported virtual learning system using ensemble learning approach. - Oumaima Saidani; Muhammad Umer; Amal Alshardan; Nazik Alturki; Michele Nappi; Imran Ashraf 003 (Multim. Tools Appl., 2024)

Analyzing post-quantum cryptographic algorithms efficiency for transport security layer. - Sana Farooq; Ayesha Altaf; Muhammad Shoaib 008; Faiza Iqbal; Nagwan M. Abdel Samee; Manal Abdullah Alohali; Imran Ashraf 003 (Comput. Electr. Eng., 2025)

Ventilator pressure prediction employing voting regressor with time series data of patient breaths. - Ali Raza; Furqan Rustam; Hafeez Ur Rehman Siddiqui; Emmanuel Soriano Flores; Juan Luís Vidal Mazón; Isabel de la Torre Díez; Maria Asunción Vicente; Imran Ashraf 003 (Health Informatics J., 2025)

Scalable Comprehensive Automatic Inspection, Cleaning, and Evaluation Mechanism for Large-Diameter Pipes. - Imran Shafi; Imad Khan; Jose Breñosa; Miguel Angel López Flores; Julio César Martínez Espinosa; Jin-Ghoo Choi; Imran Ashraf 003 (Int. J. Intell. Syst., 2025)

Novel transfer learning approach for hand drawn mathematical geometric shapes classification. - Aneeza Alam; Ali Raza; Nisrean Thalji; Laith Abualigah; Helena Garay; Josep Alemany Iturriaga; Imran Ashraf 003 (PeerJ Comput. Sci., 2025)

Enabling Technologies and Techniques for Floor Identification. - Imran Ashraf 003; Yousaf Bin Zikria; Sahil Garg; Soojung Hur; Yongwan Park; Mohsen Guizani (ACM Comput. Surv., 2025)

Enhancing movie recommendations using quantum support vector machine (QSVM). - Maida Shahid; Muhammad Awais Hassan; Faiza Iqbal; Ayesha Altaf; Sayyed Wajihul Husnain Shah; Ana Visiers Elizaincin; Imran Ashraf 003 (J. Supercomput., 2025)

Novel vision transformer and data augmentation technique for efficient detection of monkeypox disease. - Aisha Ahmed AlArfaj; Salman Ahmad; Abeer Hakeem; Ebtisam Abdullah Alabdulqader; Chiara Pero; Shtwai Alsubai; Nisreen Innab; Imran Ashraf 003 (Multim. Tools Appl., 2025)

Selective feature-based ovarian cancer prediction using MobileNet and explainable AI to manage women healthcare. - Nouf Abdullah Almujally; Abdulrahman Alzahrani; Abeer Hakeem; Afraa Attiah; Muhammad Umer; Shtwai Alsubai; Matteo Polsinelli; Imran Ashraf 003 (Multim. Tools Appl., 2025)

Convolutional neural network and ensemble machine learning model for optimizing performance of emotion recognition in wild. - Nazik Alturki; Muhammad Umer; Amal Alshardan; Oumaima Saidani; Andrea F. Abate; Imran Ashraf 003 (Multim. Tools Appl., 2025)

Correction to: Convolutional neural network and ensemble machine learning model for optimizing performance of emotion recognition in wild. - Nazik Alturki; Muhammad Umer; Amal Alshardan; Oumaima Saidani; Andrea F. Abate; Imran Ashraf 003 (Multim. Tools Appl., 2025)

Real time emotions recognition through facial expressions. - Alisha Fida; Muhammad Umer; Oumaima Saidani; Monia Hamdi; Khaled Alnowaiser; Carmen Bisogni; Andrea F. Abate; Imran Ashraf 003 (Multim. Tools Appl., 2025)

Enhanced security of smart contracts in fog computing: hybrid classifiers and feature selection for improved attack detection for registration and resource access granting. - Tahmina Ehsan; Muhammad Usman Sana; Alvena Ehsan; Mustabeen Aziz; Tahir Khurshaid; Nagwan M. Abdel Samee; Imran Ashraf 003 (Clust. Comput., 2025)

Misclassification in voice over internet protocol honeypots: distinguishing genuine calls from malicious traffic. - Muhammad Muneeb; Ayesha Altaf; Faiza Iqbal; Ayesha Afzaal; Nagwan M. Abdel Samee; Imran Ashraf 003 (Int. J. Inf. Sec., 2025)

An Enhanced Wheat Stripe Rust Segmentation Approach Using Vision Transformer Model. - Nosheen Usman; Tauqir Ahmad; Faiza Iqbal; Ayesha Altaf; Nagwan M. Abdel Samee; Manal Abdullah Alohali; Imran Ashraf 003 (Int. J. Comput. Intell. Syst., 2025)