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ORCIDMuhammad Umer
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2022
[j19]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): 535-547 (2022)- [i6]Muhammad Umer, Robi Polikar:
False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger. CoRR abs/2202.04479 (2022) - 2021
- [j18]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: 6286-6295 (2021) - [j17]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: 39707-39716 (2021) - [j16]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: 128359-128371 (2021) - [j15]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): 409-434 (2021) - [j14]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: 115111 (2021) - [j13]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): 16072-16082 (2021) - [j12]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): 9375-9385 (2021) - [j11]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: 250-257 (2021) - [j10]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): 6480-6488 (2021) - [c15]Muhammad Umer, Robi Polikar:
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models. IJCNN 2021: 1-8 - [i5]Muhammad Umer, Robi Polikar:
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models. CoRR abs/2102.08355 (2021) - 2020
- [j9]Zainab Imtiaz, Muhammad Umer, Muhammad Ahmad, Saleem Ullah, Gyu Sang Choi, Arif Mehmood:
Duplicate Questions Pair Detection Using Siamese MaLSTM. IEEE Access 8: 21932-21942 (2020) - [j8]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: 41659-41672 (2020) - [j7]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: 93782-93792 (2020) - [j6]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: 156695-156706 (2020) - [j5]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: 4579291:1-4579291:14 (2020) - [c14]Muhammad Umer, Glenn Dawson, Robi Polikar:
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. IJCNN 2020: 1-8 - [i4]Muhammad Umer, Glenn Dawson, Robi Polikar:
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. CoRR abs/2002.07111 (2020) - [i3]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 abs/2010.14921 (2020) - [i2]Muhammad Umer, Robi Polikar:
Comparative Analysis of Extreme Verification Latency Learning Algorithms. CoRR abs/2011.14917 (2020)
2010 – 2019
- 2019
- [c13]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: 1-6 - [c12]Muhammad Umer, Christopher Frederickson, Robi Polikar:
Vulnerability of Covariate Shift Adaptation Against Malicious Poisoning Attacks. IJCNN 2019: 1-8 - 2018
- [j4]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: 1463546:1-1463546:13 (2018) - [c11]Muhammad Umer, Christopher Frederickson, Robi Polikar:
Adversarial Poisoning of Importance Weighting in Domain Adaptation. SSCI 2018: 381-388 - 2017
- [c10]Muhammad Umer, Robi Polikar, Christopher Frederickson:
LEVELIW: Learning extreme verification latency with importance weighting. IJCNN 2017: 1740-1747 - [c9]Muhammad Umer, Tahir Azim, Zeeshan Pervez:
Reducing communication cost of encrypted data search with compressed bloom filters. NCA 2017: 31-34 - 2016
- [c8]Muhammad Umer, Christopher Frederickson, Robi Polikar:
Learning under extreme verification latency quickly: FAST COMPOSE. SSCI 2016: 1-8 - 2014
- [c7]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: 1-6 - 2013
- [j3]Muhammad Umer, Egemen Tanin, Lars Kulik:
Opportunistic sampling-based query processing in wireless sensor networks. GeoInformatica 17(4): 567-597 (2013) - [c6]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: 288-293 - 2010
- [j2]Muhammad Umer, Lars Kulik, Egemen Tanin:
Spatial interpolation in wireless sensor networks: localized algorithms for variogram modeling and Kriging. GeoInformatica 14(1): 101-134 (2010)
2000 – 2009
- 2009
- [j1]Muhammad Umer, Lars Kulik, Egemen Tanin:
Optimizing query processing using selectivity-awareness in Wireless Sensor Networks. Comput. Environ. Urban Syst. 33(2): 79-89 (2009) - [c5]Muhammad Umer, Egemen Tanin, Lars Kulik:
Opportunistic sampling in wireless sensor networks. GIS 2009: 492-495 - 2008
- [c4]Muhammad Umer, Lars Kulik, Egemen Tanin:
Kriging for Localized Spatial Interpolation in Sensor Networks. SSDBM 2008: 525-532 - 2006
- [c3]Lars Kulik, Egemen Tanin, Muhammad Umer:
Efficient Data Collection and Selective Queries in Sensor Networks. GSN 2006: 25-44 - 2005
- [c2]Zaheer Abbas, Muhammad Umer, Mohammed Odeh, Richard McClatchey, Arshad Ali, Hafiz Farooq Ahmad:
A semantic grid-based e-learning framework (SELF). CCGRID 2005: 11-18 - [i1]Zaheer Abbas, Muhammad Umer, Mohammed Odeh, Richard McClatchey, Arshad Ali, Hafiz Farooq Ahmad:
A Semantic Grid-based E-Learning Framework (SELF). CoRR abs/cs/0502051 (2005) - 2004
- [c1]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: 139-144
Coauthor Index
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