Muhammad Umer

According to our database1, Muhammad Umer authored at least 48 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Impact of convolutional neural network and FastText embedding on text classification.
Multim. Tools Appl., February, 2023

IoT Based Smart Monitoring of Patients' with Acute Heart Failure.
Sensors, 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

A Norm Minimization-Based Convex Vector Optimization Algorithm.
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

Contributor-Aware Defenses Against Adversarial Backdoor Attacks.
CoRR, 2022

False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger.
CoRR, 2022

Industry 4.0 technologies and their applications in fighting COVID-19 pandemic using deep learning techniques.
Comput. Biol. Medicine, 2022

A two-stage intrusion detection system with auto-encoder and LSTMs.
Appl. Soft Comput., 2022

Selective Feature Sets Based Fake News Detection for COVID-19 to Manage Infodemic.
IEEE Access, 2022

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

Extensive hotel reviews classification using long short term memory.
J. Ambient Intell. Humaniz. Comput., 2021

The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic.
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

An Intelligent, Secure, and Smart Home Automation System.
Sci. Program., 2020

Comparative Analysis of Extreme Verification Latency Learning Algorithms.
CoRR, 2020

Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction.
CoRR, 2020

A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images.
IEEE Access, 2020

Fake News Stance Detection Using Deep Learning Architecture (CNN-LSTM).
IEEE Access, 2020

Internationalization of Construction Service Corporations: Impact of Size and International Experience.
IEEE Access, 2020

Duplicate Questions Pair Detection Using Siamese MaLSTM.
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

Vulnerability of Covariate Shift Adaptation Against Malicious Poisoning Attacks.
Proceedings of the International Joint Conference on Neural Networks, 2019

A Novel Model for HD video calling in 5G Networks.
Proceedings of the 25th International Conference on Automation and Computing, 2019

Explicit Content Detection System: An Approach towards a Safe and Ethical Environment.
Appl. Comput. Intell. Soft Comput., 2018

Adversarial Poisoning of Importance Weighting in Domain Adaptation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Reducing communication cost of encrypted data search with compressed bloom filters.
Proceedings of the 16th IEEE International Symposium on Network Computing and Applications, 2017

LEVELIW: Learning extreme verification latency with importance weighting.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Learning under extreme verification latency quickly: FAST COMPOSE.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

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

Opportunistic sampling-based query processing in wireless sensor networks.
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

Spatial interpolation in wireless sensor networks: localized algorithms for variogram modeling and Kriging.
GeoInformatica, 2010

Optimizing query processing using selectivity-awareness in Wireless Sensor Networks.
Comput. Environ. Urban Syst., 2009

Opportunistic sampling in wireless sensor networks.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Kriging for Localized Spatial Interpolation in Sensor Networks.
Proceedings of the Scientific and Statistical Database Management, 2008

Efficient Data Collection and Selective Queries in Sensor Networks.
Proceedings of the GeoSensor Networks, Second International Conference, 2006

A semantic grid-based e-learning framework (SELF).
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

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