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ORCIDMuhammad Umer
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2020 – today
- 2021
[j12]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)- [j11]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) - [j10]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) - [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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