Muhammad Umer

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 75

Top Topics

Convolutional Neural Network

Sentiment Analysis

Top Venues

PeerJ Comput. Sci.

J. Ambient Intell. Humaniz. Comput.

Publications

Shtwai Alsubai, Muhammad Umer, Nisreen Innab, Stavros Shiaeles, Michele Nappi
Multi-scale convolutional auto encoder for anomaly detection in 6G environment. Comput. Ind. Eng. 194 (2024)
Muhammad Umer, Muhammad Ahmed Mohsin, Mikael Gidlund, Haejoon Jung, Syed Ali Hassan
Analysis of STAR-RIS-Assisted Downlink CoMP-NOMA Multi-Cell Networks Under Nakagami-m Fading. IEEE Commun. Lett. 28 (5) (2024)
Raafat M. Munshi, Lucia Cascone, Nazik Alturki, Oumaima Saidani, Amal Alshardan, Muhammad Umer
A novel approach for breast cancer detection using optimized ensemble learning framework and XAI. Image Vis. Comput. 142 (2024)
Ahsan Ayaz, Iqbal Rasool Memon, Fahad Ali, Sheharyar Malik, Umer Hameed Shah, Usman Ghafoor, Muhammad Umer, Usama Waleed Qazi
Aeroelastic Tailoring Framework of Pazy Wing With Variable Stiffness of Composites Spar. IEEE Access 12 (2024)
Abdulaziz Altamimi, Muhammad Umer, Danial Hanif, Shtwai Alsubai, Tai-Hoon Kim, Imran Ashraf
Employing Siamese MaLSTM Model and ELMO Word Embedding for Quora Duplicate Questions Detection. IEEE Access 12 (2024)
Alá Abdulmajid Eshmawi, Muhammad Umer, Imran Ashraf, Yongwan Park
Enhanced Machine Learning Ensemble Approach for Securing Small Unmanned Aerial Vehicles From GPS Spoofing Attacks. IEEE Access 12 (2024)
Turki Aljrees, Muhammad Umer, Oumaima Saidani, Latifah Almuqren, Abid Ishaq, Shtwai Alsubai, Alá Abdulmajid Eshmawi, Imran Ashraf
Contradiction in text review and apps rating: prediction using textual features and transfer learning. PeerJ Comput. Sci. 10 (2024)
Mahmood Ashraf, Lihui Chen, Nisreen Innab, Muhammad Umer, Jamel Baili, Tai-Hoon Kim, Imran Ashraf
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. 17 (2024)
Abdulaziz Altamimi, Fadwa M. Alrowais, Hanen Karamti, Muhammad Umer, Lucia Cascone, Imran Ashraf
An improved skin lesion detection solution using multi-step preprocessing features and NASNet transfer learning model. Image Vis. Comput. 144 (2024)
Mashael M. Khayyat, Nuha Zamzami, Li Zhang, Michele Nappi, Muhammad Umer
Fuzzy-CNN: Improving personal human identification based on IRIS recognition using LBP features. J. Inf. Secur. Appl. 83 (2024)
Khaled Alnowaiser, Aisha Ahmed AlArfaj, Ebtisam Abdullah Alabdulqader, Muhammad Umer, Lucia Cascone, Bhavya Alankar
IoT based smart framework to predict air quality in congested traffic areas using SV-CNN ensemble and KNN imputation model. Comput. Electr. Eng. 118 (2024)
Arwa A. Jamjoom, Hanen Karamti, Muhammad Umer, Shtwai Alsubai, Tai-Hoon Kim, Imran Ashraf
RoBERTaNET: Enhanced RoBERTa Transformer Based Model for Cyberbullying Detection With GloVe Features. IEEE Access 12 (2024)
Çagin Ararat, Firdevs Ulus, Muhammad Umer
Convergence Analysis of a Norm Minimization-Based Convex Vector Optimization Algorithm. SIAM J. Optim. 34 (3) (2024)
Leila Jamel, Muhammad Umer, Oumaima Saidani, Bayan Alabduallah, Shtwai Alsubai, Farruh Ishmanov, Tai-Hoon Kim, Imran Ashraf
Improving prediction of maternal health risks using PCA features and TreeNet model. PeerJ Comput. Sci. 10 (2024)
Natasha Nigar, Hafiz Muhammad Faisal, Muhammad Umer, Olukayode A. Oki, Jose Manappattukunnel Lukose
Improving Plant Disease Classification With Deep-Learning-Based Prediction Model Using Explainable Artificial Intelligence. IEEE Access 12 (2024)
Muhammad Umer, Aisha Ahmed AlArfaj, Ebtisam Abdullah Alabdulqader, Shtwai Alsubai, Lucia Cascone, Fabio Narducci
Enhancing fall prediction in the elderly people using LBP features and transfer learning model. Image Vis. Comput. 145 (2024)
Umair Hafeez, Muhammad Umer, Ahmad Hameed, Hassan Mustafa, Sohaib Ahmed, Michele Nappi, Hamza Ahmad Madni
A CNN based coronavirus disease prediction system for chest X-rays. J. Ambient Intell. Humaniz. Comput. 14 (10) (2023)
Rana M. Amir Latif, Jinliao He, Muhammad Umer
Mapping Cropland Extent in Pakistan Using Machine Learning Algorithms on Google Earth Engine Cloud Computing Framework. ISPRS Int. J. Geo Inf. 12 (2) (2023)
Ahmad Hameed, Muhammad Umer, Umair Hafeez, Hassan Mustafa, Ahmed Sohaib, Muhammad Abubakar Siddique, Hamza Ahmad Madni
Skin lesion classification in dermoscopic images using stacked Convolutional Neural Network. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Muhammad Umer, Robi Polikar
Adversary Aware Continual Learning. CoRR (2023)
Naila Aslam, Ohoud Alzamzami, Kewen Xia, Saima Sadiq, Muhammad Umer, Carmen Bisogni, Imran Ashraf
Improving the review classification of Google apps using combined feature embedding and deep convolutional neural network model. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Hassan Mustafa, Muhammad Umer, Umair Hafeez, Ahmad Hameed, Ahmed Sohaib, Saleem Ullah, Hamza Ahmad Madni
Pepper bell leaf disease detection and classification using optimized convolutional neural network. Multim. Tools Appl. 82 (8) (2023)
Nazik Alturki, Turki Aljrees, Muhammad Umer, Abid Ishaq, Shtwai Alsubai, Oumaima Saidani, Sirojiddin Djuraev, Imran Ashraf
An Intelligent Framework for Cyber-Physical Satellite System and IoT-Aided Aerial Vehicle Security Threat Detection. Sensors 23 (16) (2023)
Muhammad Umer, Turki Aljrees, Saleem Ullah, Ali Kashif Bashir
Novel approach for quantitative and qualitative authors research profiling using feature fusion and tree-based learning approach. PeerJ Comput. Sci. 9 (2023)
Muhammad Umer, Muhammad Ahmed Mohsin, Syed Ali Hassan, Haejoon Jung, Haris Pervaiz
Performance Analysis of STAR-RIS Enhanced CoMP-NOMA Multi-Cell Networks. GLOBECOM (Workshops) (2023)
Muhammad Umer, Saima Sadiq, Reemah M. Alhebshi, Shtwai Alsubai, Abdullah Al Hejaili, Alá Abdulmajid Eshmawi, Michele Nappi, Imran Ashraf
Face mask detection using deep convolutional neural network and multi-stage image processing. Image Vis. Comput. 133 (2023)
Nouf Abdullah Almujally, Turki Aljrees, Muhammad Umer, Oumaima Saidani, Danial Hanif, Nihal Abuzinadah, Khaled Alnowaiser, Imran Ashraf
IoMT based smart healthcare system to control outbreaks of the COVID-19 pandemic. PeerJ Comput. Sci. 9 (2023)
Muhammad Umer, Zainab Imtiaz, Muhammad Ahmad, Michele Nappi, Carlo Maria Medaglia, Gyu Sang Choi, Arif Mehmood
Impact of convolutional neural network and FastText embedding on text classification. Multim. Tools Appl. 82 (4) (2023)
Lucia Cascone, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Hafeez Ur Rehman Siddiqui, Muhammad Umer
Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM. Big Data Res. 31 (2023)
Xiaoyuan Chen, Turki Aljrees, Muhammad Umer, Hanen Karamti, Saba Tahir, Nihal Abuzinadah, Khaled Alnowaiser, Alá Abdulmajid Eshmawi, Abdullah Mohamed, Imran Ashraf
A novel approach for explicit song lyrics detection using machine and deep ensemble learning models. PeerJ Comput. Sci. 9 (2023)
Nouf Abdullah Almujally, Turki Aljrees, Oumaima Saidani, Muhammad Umer, Zaid Bin Faheem, Nihal Abuzinadah, Khaled Alnowaiser, Imran Ashraf
Monitoring Acute Heart Failure Patients Using Internet-of-Things-Based Smart Monitoring System. Sensors 23 (10) (2023)
Muhammad Umer, Alá Abdulmajid Eshmawi, Khaled Alnowaiser, Abdullah Mohamed, Huda Alrashidi, Imran Ashraf
Skeletal age evaluation using hand X-rays to determine growth problems. PeerJ Comput. Sci. 9 (2023)
Muhammad Umer, Saima Sadiq, Reemah M. Alhebshi, Maha Farouk Sabir, Shtwai Alsubai, Abdullah Al Hejaili, Mashael M. Khayyat, Alá Abdulmajid Eshmawi, Abdullah Mohamed
IoT based smart home automation using blockchain and deep learning models. PeerJ Comput. Sci. 9 (2023)
Shoaib Ahmed, Dost Muhammad Khan, Saima Sadiq, Muhammad Umer, Faisal Shahzad, Khalid Mahmood, Heba Mohsen, Imran Ashraf
Temporal analysis and opinion dynamics of COVID-19 vaccination tweets using diverse feature engineering techniques. PeerJ Comput. Sci. 9 (2023)
Muhammad Umer, Muhammad Ahmed Mohsin, Adnan Ul-Hasan, Faisal Shafait
PyramidTabNet: Transformer-Based Table Recognition in Image-Based Documents. ICDAR (5) (2023)
Aisha Ahmed AlArfaj, Abdulaziz Altamimi, Turki Aljrees, Shakila Basheer, Muhammad Umer, Md Abdus Samad, Shtwai Alsubai, Imran Ashraf
Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection. IEEE Access 11 (2023)
Earum Mushtaq, Aneela Zameer, Muhammad Umer, Asima Akber Abbasi
A two-stage intrusion detection system with auto-encoder and LSTMs. Appl. Soft Comput. 121 (2022)
Samina Sarwat, Naeem Ullah, Saima Sadiq, Robina Saleem, Muhammad Umer, Alá Abdulmajid Eshmawi, Abdullah Mohamed, Imran Ashraf
Predicting Students' Academic Performance with Conditional Generative Adversarial Network and Deep SVM. Sensors 22 (13) (2022)
Muhammad Umer, Imran Ashraf, Saleem Ullah, Arif Mehmood, Gyu Sang Choi
COVINet: a convolutional neural network approach for predicting COVID-19 from chest X-ray images. J. Ambient Intell. Humaniz. Comput. 13 (1) (2022)
Muhammad Umer, Saima Sadiq, Hanen Karamti, Walid Karamti, Rizwan Majeed, Michele Nappi
IoT Based Smart Monitoring of Patients' with Acute Heart Failure. Sensors 22 (7) (2022)
Glenn Dawson, Muhammad Umer, Robi Polikar
Contributor-Aware Defenses Against Adversarial Backdoor Attacks. CoRR (2022)
Musarat Karim, Malik Muhammad Saad Missen, Muhammad Umer, Alisha Fida, Alá Abdulmajid Eshmawi, Abdullah Mohamed, Imran Ashraf
Comprehension of polarity of articles by citation sentiment analysis using TF-IDF and ML classifiers. PeerJ Comput. Sci. 8 (2022)
Muhammad Umer, Robi Polikar
False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger. CoRR (2022)
Muhammad Umer, Saima Sadiq, Hanen Karamti, Alá Abdulmajid Eshmawi, Michele Nappi, Muhammad Usman Sana, Imran Ashraf
ETCNN: Extra Tree and Convolutional Neural Network-based Ensemble Model for COVID-19 Tweets Sentiment Classification. Pattern Recognit. Lett. 164 (2022)
Muhammad Sabih, Muhammad Umer, Umar Farooq, Jason Gu, Marius M. Balas, Muhammad Usman Asad, Khurram Karim Qureshi, Irfan A. Khan, Ghulam Abbas
Image processing based fault classification in power systems with classical and intelligent techniques. J. Intell. Fuzzy Syst. 43 (2) (2022)
Çagin Ararat, Firdevs Ulus, Muhammad Umer
A Norm Minimization-Based Convex Vector Optimization Algorithm. J. Optim. Theory Appl. 194 (2) (2022)
Manideep Narra, Muhammad Umer, Saima Sadiq, Alá Abdulmajid Eshmawi, Hanen Karamti, Abdullah Mohamed, Imran Ashraf
Selective Feature Sets Based Fake News Detection for COVID-19 to Manage Infodemic. IEEE Access 10 (2022)
Muhammad Ahmad, Saima Sadiq, Alá Abdulmajid Eshmawi, Ala Saleh D. Alluhaidan, Muhammad Umer, Saleem Ullah, Michele Nappi
Industry 4.0 technologies and their applications in fighting COVID-19 pandemic using deep learning techniques. Comput. Biol. Medicine 145 (2022)
Muhammad Umer, Robi Polikar
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models. CoRR (2021)
Aniello Castiglione, Muhammad Umer, Saima Sadiq, Mohammad S. Obaidat, Pandi Vijayakumar
The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic. IEEE Internet Things J. 8 (21) (2021)
Abid Ishaq, Muhammad Umer, Muhammad Faheem Mushtaq, Carlo Maria Medaglia, Hafeez Ur Rehman Siddiqui, Arif Mehmood, Gyu Sang Choi
Extensive hotel reviews classification using long short term memory. J. Ambient Intell. Humaniz. Comput. 12 (10) (2021)
Aniello Castiglione, Pandi Vijayakumar, Michele Nappi, Saima Sadiq, Muhammad Umer
COVID-19: Automatic Detection of the Novel Coronavirus Disease From CT Images Using an Optimized Convolutional Neural Network. IEEE Trans. Ind. Informatics 17 (9) (2021)
Muhammad Umer, Saima Sadiq, Malik Muhammad Saad Missen, Zahid Hameed, Zahid Aslam, Muhammad Abubakar Siddique, Michele Nappi
Scientific papers citation analysis using textual features and SMOTE resampling techniques. Pattern Recognit. Lett. 150 (2021)
Muhammad Umer, Imran Ashraf, Arif Mehmood, Saru Kumari, Saleem Ullah, Gyu Sang Choi
Sentiment analysis of tweets using a unified convolutional neural network-long short-term memory network model. Comput. Intell. 37 (1) (2021)
Abid Ishaq, Saima Sadiq, Muhammad Umer, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi
Improving the Prediction of Heart Failure Patients' Survival Using SMOTE and Effective Data Mining Techniques. IEEE Access 9 (2021)
Mubariz Manzoor, Muhammad Umer, Saima Sadiq, Abid Ishaq, Saleem Ullah, Hamza Ahmad Madni, Carmen Bisogni
RFCNN: Traffic Accident Severity Prediction Based on Decision Level Fusion of Machine and Deep Learning Model. IEEE Access 9 (2021)
Saima Sadiq, Muhammad Umer, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi
Discrepancy detection between actual user reviews and numeric ratings of Google App store using deep learning. Expert Syst. Appl. 181 (2021)
Muhammad Umer, Robi Polikar
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models. IJCNN (2021)
Anam Yousaf, Muhammad Umer, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Vaibhav Rupapara, Michele Nappi
Emotion Recognition by Textual Tweets Classification Using Voting Classifier (LR-SGD). IEEE Access 9 (2021)
Muhammad Umer, Glenn Dawson, Robi Polikar
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. CoRR (2020)
Muhammad Umer, Saima Sadiq, Abid Ishaq, Saleem Ullah, Najia Saher, Hamza Ahmad Madni
Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction. CoRR (2020)
Muhammad Umer, Saima Sadiq, Muhammad Ahmad, Saleem Ullah, Gyu Sang Choi, Arif Mehmood
A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images. IEEE Access 8 (2020)
Rizwan Majeed, Nurul Azma Abdullah, Imran Ashraf, Yousaf Bin Zikria, Muhammad Faheem Mushtaq, Muhammad Umer, Chenxi Huang
An Intelligent, Secure, and Smart Home Automation System. Sci. Program. 2020 (2020)
Ahsen Maqsoom, Hassan Ashraf, Imran Arif, Muhammad Umer, Tahira Nazir, Muhammad Najam, Khurram Shafi
Internationalization of Construction Service Corporations: Impact of Size and International Experience. IEEE Access 8 (2020)
Muhammad Umer, Robi Polikar
Comparative Analysis of Extreme Verification Latency Learning Algorithms. CoRR (2020)
Muhammad Umer, Zainab Imtiaz, Saleem Ullah, Arif Mehmood, Gyu Sang Choi, Byung-Won On
Fake News Stance Detection Using Deep Learning Architecture (CNN-LSTM). IEEE Access 8 (2020)
Zainab Imtiaz, Muhammad Umer, Muhammad Ahmad, Saleem Ullah, Gyu Sang Choi, Arif Mehmood
Duplicate Questions Pair Detection Using Siamese MaLSTM. IEEE Access 8 (2020)
Muhammad Umer, Glenn Dawson, Robi Polikar
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. IJCNN (2020)
Muhammad Umer, Christopher Frederickson, Robi Polikar
Vulnerability of Covariate Shift Adaptation Against Malicious Poisoning Attacks. IJCNN (2019)
Shafaq Munir, Muhammad Jalal Shah, Muhammad Umer, Munam Ali Shah, Muhamad Ali Javed
A Novel Model for HD video calling in 5G Networks. ICAC (2019)
Ali Qamar Bhatti, Muhammad Umer, Syed Hasan Adil, Mansoor Ebrahim, Daniyal Nawaz, Faizan Ahmed
Explicit Content Detection System: An Approach towards a Safe and Ethical Environment. Appl. Comput. Intell. Soft Comput. 2018 (2018)
Muhammad Umer, Christopher Frederickson, Robi Polikar
Adversarial Poisoning of Importance Weighting in Domain Adaptation. SSCI (2018)
Muhammad Umer, Tahir Azim, Zeeshan Pervez
Reducing communication cost of encrypted data search with compressed bloom filters. NCA (2017)
Muhammad Umer, Robi Polikar, Christopher Frederickson
LEVELIW: Learning extreme verification latency with importance weighting. IJCNN (2017)
Muhammad Umer, Christopher Frederickson, Robi Polikar
Learning under extreme verification latency quickly: FAST COMPOSE. SSCI (2016)
Wenzheng Hu, Edgar Charry, Muhammad Umer, Andrew Ronchi, Simon Taylor
An inertial sensor system for measurements of tibia angle with applications to knee valgus/varus detection. ISSNIP (2014)
Muhammad Umer, Egemen Tanin, Lars Kulik
Opportunistic sampling-based query processing in wireless sensor networks. GeoInformatica 17 (4) (2013)
Edgar Charry, Wenzheng Hu, Muhammad Umer, Andrew Ronchi, Simon Taylor
Study on estimation of peak Ground Reaction Forces using tibial accelerations in running. ISSNIP (2013)
Muhammad Umer, Lars Kulik, Egemen Tanin
Spatial interpolation in wireless sensor networks: localized algorithms for variogram modeling and Kriging. GeoInformatica 14 (1) (2010)
Muhammad Umer, Lars Kulik, Egemen Tanin
Optimizing query processing using selectivity-awareness in Wireless Sensor Networks. Comput. Environ. Urban Syst. 33 (2) (2009)
Muhammad Umer, Egemen Tanin, Lars Kulik
Opportunistic sampling in wireless sensor networks. GIS (2009)
Muhammad Umer, Lars Kulik, Egemen Tanin
Kriging for Localized Spatial Interpolation in Sensor Networks. SSDBM (2008)
Lars Kulik, Egemen Tanin, Muhammad Umer
Efficient Data Collection and Selective Queries in Sensor Networks. GSN (2006)
Zaheer Abbas, Muhammad Umer, Mohammed Odeh, Richard McClatchey, Arshad Ali, Hafiz Farooq Ahmad
A semantic grid-based e-learning framework (SELF). CCGRID (2005)
Zaheer Abbas, Muhammad Umer, Mohammed Odeh, Richard McClatchey, Arshad Ali, Hafiz Farooq Ahmad
A Semantic Grid-based E-Learning Framework (SELF) CoRR (2005)
Ahsan Abdullah, Stephen Brobst, Muhammad Umer, Muhammad Farooq Khan
The Case for an Agri Data Warehouse: Enabling Analytical Exploration of Integrated Agricultural Data. Databases and Applications (2004)