Muhammad Umer
Orcid: 0000-0002-6015-9326
According to our database1,
Muhammad Umer
authored at least 71 papers
between 2004 and 2024.
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Bibliography
2024
Contradiction in text review and apps rating: prediction using textual features and transfer learning.
PeerJ Comput. Sci., 2024
Enhanced Machine Learning Ensemble Approach for Securing Small Unmanned Aerial Vehicles From GPS Spoofing Attacks.
IEEE Access, 2024
Employing Siamese MaLSTM Model and ELMO Word Embedding for Quora Duplicate Questions Detection.
IEEE Access, 2024
2023
J. Ambient Intell. Humaniz. Comput., October, 2023
An Intelligent Framework for Cyber-Physical Satellite System and IoT-Aided Aerial Vehicle Security Threat Detection.
Sensors, August, 2023
Face mask detection using deep convolutional neural network and multi-stage image processing.
Image Vis. Comput., May, 2023
Pepper bell leaf disease detection and classification using optimized convolutional neural network.
Multim. Tools Appl., March, 2023
Impact of convolutional neural network and FastText embedding on text classification.
Multim. Tools Appl., February, 2023
Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM.
Big Data Res., February, 2023
Monitoring Acute Heart Failure Patients Using Internet-of-Things-Based Smart Monitoring System.
Sensors, 2023
PeerJ Comput. Sci., 2023
PeerJ Comput. Sci., 2023
Novel approach for quantitative and qualitative authors research profiling using feature fusion and tree-based learning approach.
PeerJ Comput. Sci., 2023
A novel approach for explicit song lyrics detection using machine and deep ensemble learning models.
PeerJ Comput. Sci., 2023
PeerJ Comput. Sci., 2023
Temporal analysis and opinion dynamics of COVID-19 vaccination tweets using diverse feature engineering techniques.
PeerJ Comput. Sci., 2023
Skin lesion classification in dermoscopic images using stacked Convolutional Neural Network.
J. Ambient Intell. Humaniz. Comput., 2023
Improving the review classification of Google apps using combined feature embedding and deep convolutional neural network model.
J. Ambient Intell. Humaniz. Comput., 2023
Mapping Cropland Extent in Pakistan Using Machine Learning Algorithms on Google Earth Engine Cloud Computing Framework.
ISPRS Int. J. Geo Inf., 2023
Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection.
IEEE Access, 2023
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023
Proceedings of the IEEE Globecom Workshops 2023, 2023
2022
Predicting Students' Academic Performance with Conditional Generative Adversarial Network and Deep SVM.
Sensors, 2022
ETCNN: Extra Tree and Convolutional Neural Network-based Ensemble Model for COVID-19 Tweets Sentiment Classification.
Pattern Recognit. Lett., 2022
Comprehension of polarity of articles by citation sentiment analysis using TF-IDF and ML classifiers.
PeerJ Comput. Sci., 2022
J. Optim. Theory Appl., 2022
Image processing based fault classification in power systems with classical and intelligent techniques.
J. Intell. Fuzzy Syst., 2022
COVINet: a convolutional neural network approach for predicting COVID-19 from chest X-ray images.
J. Ambient Intell. Humaniz. Comput., 2022
CoRR, 2022
Industry 4.0 technologies and their applications in fighting COVID-19 pandemic using deep learning techniques.
Comput. Biol. Medicine, 2022
Appl. Soft Comput., 2022
IEEE Access, 2022
2021
COVID-19: Automatic Detection of the Novel Coronavirus Disease From CT Images Using an Optimized Convolutional Neural Network.
IEEE Trans. Ind. Informatics, 2021
Scientific papers citation analysis using textual features and SMOTE resampling techniques.
Pattern Recognit. Lett., 2021
J. Ambient Intell. Humaniz. Comput., 2021
IEEE Internet Things J., 2021
Discrepancy detection between actual user reviews and numeric ratings of Google App store using deep learning.
Expert Syst. Appl., 2021
Sentiment analysis of tweets using a unified convolutional neural network-long short-term memory network model.
Comput. Intell., 2021
Emotion Recognition by Textual Tweets Classification Using Voting Classifier (LR-SGD).
IEEE Access, 2021
RFCNN: Traffic Accident Severity Prediction Based on Decision Level Fusion of Machine and Deep Learning Model.
IEEE Access, 2021
Improving the Prediction of Heart Failure Patients' Survival Using SMOTE and Effective Data Mining Techniques.
IEEE Access, 2021
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models.
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction.
CoRR, 2020
IEEE Access, 2020
IEEE Access, 2020
Internationalization of Construction Service Corporations: Impact of Size and International Experience.
IEEE Access, 2020
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 25th International Conference on Automation and Computing, 2019
2018
Explicit Content Detection System: An Approach towards a Safe and Ethical Environment.
Appl. Comput. Intell. Soft Comput., 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
2017
Proceedings of the 16th IEEE International Symposium on Network Computing and Applications, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE Global Engineering Education Conference, 2017
2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
2014
An inertial sensor system for measurements of tibia angle with applications to knee valgus/varus detection.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014
2013
GeoInformatica, 2013
Study on estimation of peak Ground Reaction Forces using tibial accelerations in running.
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013
2010
Spatial interpolation in wireless sensor networks: localized algorithms for variogram modeling and Kriging.
GeoInformatica, 2010
2009
Comput. Environ. Urban Syst., 2009
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009
2008
Proceedings of the Scientific and Statistical Database Management, 2008
2006
Proceedings of the GeoSensor Networks, Second International Conference, 2006
2005
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005
2004
The Case for an Agri Data Warehouse: Enabling Analytical Exploration of Integrated Agricultural Data.
Proceedings of the IASTED International Conference on Databases and Applications, 2004