Muhammad Umer - RankMe

76 papers C 1Journal 75

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DEFT-Net: Explainable Deepfake Text Detection for Combating Information Disorder in the Age of Generative AI. Int. J. Comput. Intell. Syst. Saima Sadiq, Saleem Ullah, Nihal Abuzinadah, Raed Alharthi, Bayan Alabdullah, Muhammad Umer, Shtwai Alsubai, Natalia Kryvinska
2026	J	`jnl`	Feature Fusion and Explainable Deep Learning Framework for Intelligent Skin Disease Classification Using Clinical Dermatology Images. Int. J. Comput. Intell. Syst. Muhammad Shafiq, Najia Saher, Bayan Alabdullah, Faisal Shahzad, Muhammad Umer, Khaled Alnowaiser, Yunyoung Nam, Yongwon Cho
2025	J	`jnl`	AI-Driven Predictive Modeling for Lung Cancer Detection and Management Using Synthetic Data Augmentation and Random Forest Classifier. Int. J. Comput. Intell. Syst. Nisreen Innab, Asma Aldrees, Dina Abdulaziz Alhammadi, Abeer Hakeem, Muhammad Umer, Shtwai Alsubai, Silvia Trelová, Imran Ashraf
2025	J	`jnl`	Advancing brain tumor segmentation and grading through integration of FusionNet and IBCO-based ALCResNet. Image Vis. Comput. Rehman Abbas, Naijie Gu, Asma Aldrees, Muhammad Umer, Abeer Hakeem, Shtwai Alsubai, Lucia Cascone
2025	J	`jnl`	Automated approach to predict cerebral stroke based on fuzzy inference and convolutional neural network. Multim. Tools Appl. Fadwa M. Alrowais, Arwa A. Jamjoom, Hanen Karamti, Muhammad Umer, Shtwai Alsubai, Andrea F. Abate, Imran Ashraf
2025	J	`jnl`	Automated dual CNN-based feature extraction with SMOTE for imbalanced diabetic retinopathy classification. Image Vis. Comput. Danyal Badar Soomro, Wang Chengliang, Mahmood Ashraf, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Carlo Maria Medaglia, Nisreen Innab, Muhammad Umer
2025	J	`jnl`	Convolutional neural network and ensemble machine learning model for optimizing performance of emotion recognition in wild. Multim. Tools Appl. Nazik Alturki, Muhammad Umer, Amal Alshardan, Oumaima Saidani, Andrea F. Abate, Imran Ashraf
2025	J	`jnl`	Correction to: Automated approach to predict cerebral stroke based on fuzzy inference and convolutional neural network. Multim. Tools Appl. Fadwa M. Alrowais, Arwa A. Jamjoom, Hanen Karamti, Muhammad Umer, Shtwai Alsubai, Andrea F. Abate, Imran Ashraf
2025	J	`jnl`	Correction to: Convolutional neural network and ensemble machine learning model for optimizing performance of emotion recognition in wild. Multim. Tools Appl. Nazik Alturki, Muhammad Umer, Amal Alshardan, Oumaima Saidani, Andrea F. Abate, Imran Ashraf
2025	J	`jnl`	Cyberbullying Detection Using PCA Extracted GLOVE Features and RoBERTaNet Transformer Learning Model. IEEE Trans. Comput. Soc. Syst. Muhammad Umer, Ebtisam Abdullah Alabdulqader, Aisha Ahmed AlArfaj, Lucia Cascone, Michele Nappi
2025	J	`jnl`	Deepfake detection using optimized VGG16-based framework enhanced with LIME for secure digital content. Image Vis. Comput. Asma Aldrees, Nihal Abuzinadah, Muhammad Umer, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Raed Alharthi
2025	J	`jnl`	FISM: harnessing deep learning and reinforcement learning for precision detection of microaneurysms and retinal exudates for early diabetic retinopathy diagnosis. BioData Min. Rehman Abbas, Naijie Gu, Stephen Ojo, Thomas I. Nathaniel, Nagwan Abdelsamee, Muhammad Umer, Mona M. Jamjoom
2025	J	`jnl`	Intelligent multi-modal data implementation with capsuleNet for accurate air quality index prediction. Complex Intell. Syst. Hanen Karamti, Asma Aldrees, Norah Saleh Alghamdi, Muhammad Umer, Michele Nappi
2025	J	`jnl`	MediNet: ensemble transfer learning approach for classification of medical drugs-related text reviews using significant combined-embeddings. BioData Min. Tai-Hoon Kim, Asma Aldrees, Dina Abdulaziz Alhammadi, Muhammad Umer, Taoufik Saidani, Shtwai Alsubai, Imran Ashraf
2025	J	`jnl`	Real time emotions recognition through facial expressions. Multim. Tools Appl. Alisha Fida, Muhammad Umer, Oumaima Saidani, Monia Hamdi, Khaled Alnowaiser, Carmen Bisogni, Andrea F. Abate, Imran Ashraf
2025	J	`jnl`	Responsible Detection and Mitigation of AI-Generated Text Using Hybrid Neural Networks and Feature Fusion: Toward Trustworthy Content Management in the Era of Large Language Models. Int. J. Comput. Intell. Syst. Raed Alharthi, Stephen Ojo, Thomas I. Nathaniel, Nagwan M. Abdel Samee, Muhammad Umer, Mona M. Jamjoom, Shtwai Alsubai, Jawad Khan
2025	J	`jnl`	Selective feature-based ovarian cancer prediction using MobileNet and explainable AI to manage women healthcare. Multim. Tools Appl. Nouf Abdullah Almujally, Abdulrahman Alzahrani, Abeer Hakeem, Afraa Attiah, Muhammad Umer, Shtwai Alsubai, Matteo Polsinelli, Imran Ashraf
2025	J	`jnl`	SkinMarkNet: an automated approach for prediction of monkeyPox using image data augmentation with deep ensemble learning models. Multim. Tools Appl. Aqsa Akram, Arwa A. Jamjoom, Nisreen Innab, Nouf Abdullah Almujally, Muhammad Umer, Shtwai Alsubai, Gianluca Fimiani
2025	J	`jnl`	Student Academic Success Prediction Using Learning Management Multimedia Data With Convoluted Features and Ensemble Model. ACM J. Data Inf. Qual. Abdullah Al-Ameri, Waleed Al-Shammari, Aniello Castiglione, Michele Nappi, Chiara Pero, Muhammad Umer
2024	J	`jnl`	A novel approach for breast cancer detection using optimized ensemble learning framework and XAI. Image Vis. Comput. Raafat M. Munshi, Lucia Cascone, Nazik Alturki, Oumaima Saidani, Amal Alshardan, Muhammad Umer
2024	J	`jnl`	An improved skin lesion detection solution using multi-step preprocessing features and NASNet transfer learning model. Image Vis. Comput. Abdulaziz Altamimi, Fadwa M. Alrowais, Hanen Karamti, Muhammad Umer, Lucia Cascone, Imran Ashraf
2024	J	`jnl`	BrainNet: an automated approach for brain stress prediction utilizing electrodermal activity signal with XLNet model. Frontiers Comput. Neurosci. Liao Xuanzhi, Abeer Hakeem, Linda Mohaisen, Muhammad Umer, Muhammad Attique Khan, Shrooq Alsenan, Shtwai Alsubai, Nisreen Innab
2024	J	`jnl`	Contradiction in text review and apps rating: prediction using textual features and transfer learning. PeerJ Comput. Sci. Turki Aljrees, Muhammad Umer, Oumaima Saidani, Latifah Almuqren, Abid Ishaq, Shtwai Alsubai, Alá Abdulmajid Eshmawi, Imran Ashraf
2024	J	`jnl`	Customer Prioritization Integrated Supply Chain Optimization Model with Outsourcing Strategies. Big Data Iram Mushtaq, Muhammad Umer, Muhammad Attique Khan, Seifedine Kadry
2024	J	`jnl`	Data-centric automated approach to predict autism spectrum disorder based on selective features and explainable artificial intelligence. Frontiers Comput. Neurosci. Asma Aldrees, Stephen Ojo, James Wanliss, Muhammad Umer, Muhammad Attique Khan, Bayan Alabdullah, Shtwai Alsubai, Nisreen Innab
2024	J	`jnl`	Employing Siamese MaLSTM Model and ELMO Word Embedding for Quora Duplicate Questions Detection. IEEE Access Abdulaziz Altamimi, Muhammad Umer, Danial Hanif, Shtwai Alsubai, Tai-Hoon Kim, Imran Ashraf
2024	J	`jnl`	Enhanced Machine Learning Ensemble Approach for Securing Small Unmanned Aerial Vehicles From GPS Spoofing Attacks. IEEE Access Alá Abdulmajid Eshmawi, Muhammad Umer, Imran Ashraf, Yongwan Park
2024	J	`jnl`	Enhancing fall prediction in the elderly people using LBP features and transfer learning model. Image Vis. Comput. Muhammad Umer, Aisha Ahmed AlArfaj, Ebtisam Abdullah Alabdulqader, Shtwai Alsubai, Lucia Cascone, Fabio Narducci
2024	J	`jnl`	FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model. Frontiers Comput. Neurosci. Inseop Na, Asma Aldrees, Abeer Hakeem, Linda Mohaisen, Muhammad Umer, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Nisreen Innab, Imran Ashraf
2024	J	`jnl`	Fuzzy-CNN: Improving personal human identification based on IRIS recognition using LBP features. J. Inf. Secur. Appl. Mashael M. Khayyat, Nuha Zamzami, Li Zhang, Michele Nappi, Muhammad Umer
2024	J	`jnl`	Image Processing-based Resource-Efficient Transfer Learning Approach for Cancer Detection Employing Local Binary Pattern Features. Mob. Networks Appl. Ebtisam Abdullah Alabdulqader, Muhammad Umer, Khaled Alnowaiser, Huihui Wang, Aisha Ahmed AlArfaj, Imran Ashraf
2024	J	`jnl`	Improving prediction of maternal health risks using PCA features and TreeNet model. PeerJ Comput. Sci. Leila Jamel, Muhammad Umer, Oumaima Saidani, Bayan Alabduallah, Shtwai Alsubai, Farruh Ishmanov, Tai-Hoon Kim, Imran Ashraf
2024	J	`jnl`	Improving prediction of skeletal growth problems for age evaluation using hand X-rays. Multim. Tools Appl. Hina Farooq, Muhammad Umer, Oumaima Saidani, Latifah Almuqren, Riccardo Distasi
2024	J	`jnl`	IoT based smart framework to predict air quality in congested traffic areas using SV-CNN ensemble and KNN imputation model. Comput. Electr. Eng. Khaled Alnowaiser, Aisha Ahmed AlArfaj, Ebtisam Abdullah Alabdulqader, Muhammad Umer, Lucia Cascone, Bhavya Alankar
2024	J	`jnl`	Multi-scale convolutional auto encoder for anomaly detection in 6G environment. Comput. Ind. Eng. Shtwai Alsubai, Muhammad Umer, Nisreen Innab, Stavros Shiaeles, Michele Nappi
2024	J	`jnl`	Novel 3-D Deep Neural Network Architecture for Crop Classification Using Remote Sensing-Based Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mahmood Ashraf, Lihui Chen, Nisreen Innab, Muhammad Umer, Jamel Baili, Tai-Hoon Kim, Imran Ashraf
2024	J	`jnl`	RoBERTaNET: Enhanced RoBERTa Transformer Based Model for Cyberbullying Detection With GloVe Features. IEEE Access Arwa A. Jamjoom, Hanen Karamti, Muhammad Umer, Shtwai Alsubai, Tai-Hoon Kim, Imran Ashraf
2024	J	`jnl`	Student academic success prediction in multimedia-supported virtual learning system using ensemble learning approach. Multim. Tools Appl. Oumaima Saidani, Muhammad Umer, Amal Alshardan, Nazik Alturki, Michele Nappi, Imran Ashraf
2023	J	`jnl`	A CNN based coronavirus disease prediction system for chest X-rays. J. Ambient Intell. Humaniz. Comput. Umair Hafeez, Muhammad Umer, Ahmad Hameed, Hassan Mustafa, Sohaib Ahmed, Michele Nappi, Hamza Ahmad Madni
2023	J	`jnl`	A novel approach for explicit song lyrics detection using machine and deep ensemble learning models. PeerJ Comput. Sci. Xiaoyuan Chen, Turki Aljrees, Muhammad Umer, Hanen Karamti, Saba Tahir, Nihal Abuzinadah, Khaled Alnowaiser, Alá Abdulmajid Eshmawi, Abdullah Mohamed, Imran Ashraf
2023	J	`jnl`	An Intelligent Framework for Cyber-Physical Satellite System and IoT-Aided Aerial Vehicle Security Threat Detection. Sensors Nazik Alturki, Turki Aljrees, Muhammad Umer, Abid Ishaq, Shtwai Alsubai, Oumaima Saidani, Sirojiddin Djuraev, Imran Ashraf
2023	J	`jnl`	Face mask detection using deep convolutional neural network and multi-stage image processing. Image Vis. Comput. Muhammad Umer, Saima Sadiq, Reemah M. Alhebshi, Shtwai Alsubai, Abdullah Al Hejaili, Alá Abdulmajid Eshmawi, Michele Nappi, Imran Ashraf
2023	J	`jnl`	Impact of convolutional neural network and FastText embedding on text classification. Multim. Tools Appl. Muhammad Umer, Zainab Imtiaz, Muhammad Ahmad, Michele Nappi, Carlo Maria Medaglia, Gyu Sang Choi, Arif Mehmood
2023	J	`jnl`	Improving the review classification of Google apps using combined feature embedding and deep convolutional neural network model. J. Ambient Intell. Humaniz. Comput. Naila Aslam, Ohoud Alzamzami, Kewen Xia, Saima Sadiq, Muhammad Umer, Carmen Bisogni, Imran Ashraf
2023	J	`jnl`	IoMT based smart healthcare system to control outbreaks of the COVID-19 pandemic. PeerJ Comput. Sci. Nouf Abdullah Almujally, Turki Aljrees, Muhammad Umer, Oumaima Saidani, Danial Hanif, Nihal Abuzinadah, Khaled Alnowaiser, Imran Ashraf
2023	J	`jnl`	IoT based smart home automation using blockchain and deep learning models. PeerJ Comput. Sci. Muhammad Umer, Saima Sadiq, Reemah M. Alhebshi, Maha Farouk Sabir, Shtwai Alsubai, Abdullah Al Hejaili, Mashael M. Khayyat, Alá Abdulmajid Eshmawi, Abdullah Mohamed
2023	J	`jnl`	Monitoring Acute Heart Failure Patients Using Internet-of-Things-Based Smart Monitoring System. Sensors Nouf Abdullah Almujally, Turki Aljrees, Oumaima Saidani, Muhammad Umer, Zaid Bin Faheem, Nihal Abuzinadah, Khaled Alnowaiser, Imran Ashraf
2023	J	`jnl`	Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection. IEEE Access Aisha Ahmed AlArfaj, Abdulaziz Altamimi, Turki Aljrees, Shakila Basheer, Muhammad Umer, Md Abdus Samad, Shtwai Alsubai, Imran Ashraf
2023	J	`jnl`	Novel approach for quantitative and qualitative authors research profiling using feature fusion and tree-based learning approach. PeerJ Comput. Sci. Muhammad Umer, Turki Aljrees, Saleem Ullah, Ali Kashif Bashir
2023	J	`jnl`	Pepper bell leaf disease detection and classification using optimized convolutional neural network. Multim. Tools Appl. Hassan Mustafa, Muhammad Umer, Umair Hafeez, Ahmad Hameed, Sohaib Ahmed, Saleem Ullah, Hamza Ahmad Madni
2023	J	`jnl`	Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM. Big Data Res. Lucia Cascone, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Hafeez Ur Rehman Siddiqui, Muhammad Umer
2023	J	`jnl`	Skeletal age evaluation using hand X-rays to determine growth problems. PeerJ Comput. Sci. Muhammad Umer, Alá Abdulmajid Eshmawi, Khaled Alnowaiser, Abdullah Mohamed, Huda Alrashidi, Imran Ashraf
2023	J	`jnl`	Skin lesion classification in dermoscopic images using stacked Convolutional Neural Network. J. Ambient Intell. Humaniz. Comput. Ahmad Hameed, Muhammad Umer, Umair Hafeez, Hassan Mustafa, Sohaib Ahmed, Muhammad Abubakar Siddique, Hamza Ahmad Madni
2023	J	`jnl`	Temporal analysis and opinion dynamics of COVID-19 vaccination tweets using diverse feature engineering techniques. PeerJ Comput. Sci. Shoaib Ahmed, Dost Muhammad Khan, Saima Sadiq, Muhammad Umer, Faisal Shahzad, Khalid Mahmood, Heba Mohsen, Imran Ashraf
2022	J	`jnl`	COVINet: a convolutional neural network approach for predicting COVID-19 from chest X-ray images. J. Ambient Intell. Humaniz. Comput. Muhammad Umer, Imran Ashraf, Saleem Ullah, Arif Mehmood, Gyu Sang Choi
2022	J	`jnl`	Comprehension of polarity of articles by citation sentiment analysis using TF-IDF and ML classifiers. PeerJ Comput. Sci. Musarat Karim, Malik Muhammad Saad Missen, Muhammad Umer, Alisha Fida, Alá Abdulmajid Eshmawi, Abdullah Mohamed, Imran Ashraf
2022	J	`jnl`	ETCNN: Extra Tree and Convolutional Neural Network-based Ensemble Model for COVID-19 Tweets Sentiment Classification. Pattern Recognit. Lett. Muhammad Umer, Saima Sadiq, Hanen Karamti, Alá Abdulmajid Eshmawi, Michele Nappi, Muhammad Usman Sana, Imran Ashraf
2022	J	`jnl`	Industry 4.0 technologies and their applications in fighting COVID-19 pandemic using deep learning techniques. Comput. Biol. Medicine Muhammad Ahmad, Saima Sadiq, Alá Abdulmajid Eshmawi, Ala Saleh D. Alluhaidan, Muhammad Umer, Saleem Ullah, Michele Nappi
2022	J	`jnl`	IoT Based Smart Monitoring of Patients' with Acute Heart Failure. Sensors Muhammad Umer, Saima Sadiq, Hanen Karamti, Walid Karamti, Rizwan Majeed, Michele Nappi
2022	J	`jnl`	Predicting Students' Academic Performance with Conditional Generative Adversarial Network and Deep SVM. Sensors Samina Sarwat, Naeem Ullah, Saima Sadiq, Robina Saleem, Muhammad Umer, Alá Abdulmajid Eshmawi, Abdullah Mohamed, Imran Ashraf
2022	J	`jnl`	Selective Feature Sets Based Fake News Detection for COVID-19 to Manage Infodemic. IEEE Access Manideep Narra, Muhammad Umer, Saima Sadiq, Alá Abdulmajid Eshmawi, Hanen Karamti, Abdullah Mohamed, Imran Ashraf
2021	J	`jnl`	COVID-19: Automatic Detection of the Novel Coronavirus Disease From CT Images Using an Optimized Convolutional Neural Network. IEEE Trans. Ind. Informatics Aniello Castiglione, Pandi Vijayakumar, Michele Nappi, Saima Sadiq, Muhammad Umer
2021	J	`jnl`	Discrepancy detection between actual user reviews and numeric ratings of Google App store using deep learning. Expert Syst. Appl. Saima Sadiq, Muhammad Umer, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi
2021	J	`jnl`	Emotion Recognition by Textual Tweets Classification Using Voting Classifier (LR-SGD). IEEE Access Anam Yousaf, Muhammad Umer, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi
2021	J	`jnl`	Extensive hotel reviews classification using long short term memory. J. Ambient Intell. Humaniz. Comput. Abid Ishaq, Muhammad Umer, Muhammad Faheem Mushtaq, Carlo Maria Medaglia, Hafeez Ur Rehman Siddiqui, Arif Mehmood, Gyu Sang Choi
2021	J	`jnl`	Improving the Prediction of Heart Failure Patients' Survival Using SMOTE and Effective Data Mining Techniques. IEEE Access Abid Ishaq, Saima Sadiq, Muhammad Umer, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi
2021	J	`jnl`	RFCNN: Traffic Accident Severity Prediction Based on Decision Level Fusion of Machine and Deep Learning Model. IEEE Access Mubariz Manzoor, Muhammad Umer, Saima Sadiq, Abid Ishaq, Saleem Ullah, Hamza Ahmad Madni, Carmen Bisogni
2021	J	`jnl`	Scientific papers citation analysis using textual features and SMOTE resampling techniques. Pattern Recognit. Lett. Muhammad Umer, Saima Sadiq, Malik Muhammad Saad Missen, Zahid Hameed, Zahid Aslam, Muhammad Abubakar Siddique, Michele Nappi
2021	J	`jnl`	Sentiment analysis of tweets using a unified convolutional neural network-long short-term memory network model. Comput. Intell. Muhammad Umer, Imran Ashraf, Arif Mehmood, Saru Kumari, Saleem Ullah, Gyu Sang Choi
2021	J	`jnl`	The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic. IEEE Internet Things J. Aniello Castiglione, Muhammad Umer, Saima Sadiq, Mohammad S. Obaidat, Pandi Vijayakumar
2020	J	`jnl`	A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images. IEEE Access Muhammad Umer, Saima Sadiq, Muhammad Ahmad, Saleem Ullah, Gyu Sang Choi, Arif Mehmood
2020	J	`jnl`	An Intelligent, Secure, and Smart Home Automation System. Sci. Program. Rizwan Majeed, Nurul Azma Abdullah, Imran Ashraf, Yousaf Bin Zikria, Muhammad Faheem Mushtaq, Muhammad Umer, Chenxi Huang
2020	J	`jnl`	Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction. CoRR Muhammad Umer, Saima Sadiq, Abid Ishaq, Saleem Ullah, Najia Saher, Hamza Ahmad Madni
2020	J	`jnl`	Duplicate Questions Pair Detection Using Siamese MaLSTM. IEEE Access Zainab Imtiaz, Muhammad Umer, Muhammad Ahmad, Saleem Ullah, Gyu Sang Choi, Arif Mehmood
2020	J	`jnl`	Fake News Stance Detection Using Deep Learning Architecture (CNN-LSTM). IEEE Access Muhammad Umer, Zainab Imtiaz, Saleem Ullah, Arif Mehmood, Gyu Sang Choi, Byung-Won On
2017	C	`conf`	MAPILS: Mobile augmented reality plant inquiry learning system. EDUCON Muhammad Umer, Bilal Nasir, Junaid A. Khan, Shahrukh Ali, Sohaib Ahmed