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ORCIDMuhammad Umer
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. The links to all actual bibliographies of persons of the same or a similar name can be found below. 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.
Person information
Other persons with the same name
- Muhammad Umer 0001
![[0000-0002-6015-9326]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-6015-9326")
— Islamia University of Bahawalpur, Bahawalpur, Punjab, Pakistan - Muhammad Umer 0002 — University of Limerick, Limerick, Ireland
- Muhammad Umer 0003 — Iqra University, Pakistan
- Muhammad Umer 0004 — S&P Global, Islamabad, Pakistan
- Muhammad Umer 0005 — Fairleigh Dickinson University, Teaneck, NJ, USA
- Muhammad Umer 0006 — Stanford University, Stanford, CA, USA
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2020 – today
- 2025
[i8]Aakash Tripathi, Ian E. Nielsen, Muhammad Umer, Ravi Prakash Ramachandran, Ghulam Rasool:
Explainable AI in Genomics: Transcription Factor Binding Site Prediction with Mixture of Experts. CoRR abs/2507.09754 (2025)- 2024
- [j9]Natasha Nigar, Hafiz Muhammad Faisal, Muhammad Umer, Olukayode Ayodele Oki, Jose Manappattukunnel Lukose:
Improving Plant Disease Classification With Deep-Learning-Based Prediction Model Using Explainable Artificial Intelligence. IEEE Access 12: 100005-100014 (2024) - [j8]Çagin Ararat, Firdevs Ulus, Muhammad Umer:
Convergence Analysis of a Norm Minimization-Based Convex Vector Optimization Algorithm. SIAM J. Optim. 34(3): 2700-2728 (2024) - 2023
- [j7]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): 81 (2023) - [i7]Muhammad Umer, Robi Polikar:
Adversary Aware Continual Learning. CoRR abs/2304.14483 (2023) - 2022
- [j6]Earum Mushtaq, Aneela Zameer, Muhammad Umer, Asima Akber Abbasi:
A two-stage intrusion detection system with auto-encoder and LSTMs. Appl. Soft Comput. 121: 108768 (2022) - [j5]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): 1921-1932 (2022) - [j4]Çagin Ararat, Firdevs Ulus, Muhammad Umer:
A Norm Minimization-Based Convex Vector Optimization Algorithm. J. Optim. Theory Appl. 194(2): 681-712 (2022) - [i6]Muhammad Umer, Robi Polikar:
False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger. CoRR abs/2202.04479 (2022) - [i5]Glenn Dawson, Muhammad Umer, Robi Polikar:
Contributor-Aware Defenses Against Adversarial Backdoor Attacks. CoRR abs/2206.03583 (2022) - 2021
- [c15]Muhammad Umer, Robi Polikar:
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models. IJCNN 2021: 1-8 - [i4]Muhammad Umer, Robi Polikar:
Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models. CoRR abs/2102.08355 (2021) - 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 - [i3]Muhammad Umer, Glenn Dawson, Robi Polikar:
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. CoRR abs/2002.07111 (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
- [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
- [b1]Muhammad Umer:
A query-driven approach to efficient and robust data collection in wireless sensor networks. University of Melbourne, Parkville, Victoria, Australia, 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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