Muhammad Umer - RankMe

33 papers B 7Journal 17Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Explainable AI in Genomics: Transcription Factor Binding Site Prediction with Mixture of Experts. CoRR Aakash Tripathi, Ian E. Nielsen, Muhammad Umer, Ravi Prakash Ramachandran, Ghulam Rasool
2024	J	`jnl`	Convergence Analysis of a Norm Minimization-Based Convex Vector Optimization Algorithm. SIAM J. Optim. Çagin Ararat, Firdevs Ulus, Muhammad Umer
2024	J	`jnl`	Improving Plant Disease Classification With Deep-Learning-Based Prediction Model Using Explainable Artificial Intelligence. IEEE Access Natasha Nigar, Hafiz Muhammad Faisal, Muhammad Umer, Olukayode Ayodele Oki, Jose Manappattukunnel Lukose
2023	J	`jnl`	Adversary Aware Continual Learning. CoRR Muhammad Umer, Robi Polikar
2023	J	`jnl`	Mapping Cropland Extent in Pakistan Using Machine Learning Algorithms on Google Earth Engine Cloud Computing Framework. ISPRS Int. J. Geo Inf. Rana M. Amir Latif, Jinliao He, Muhammad Umer
2022	J	`jnl`	A Norm Minimization-Based Convex Vector Optimization Algorithm. J. Optim. Theory Appl. Çagin Ararat, Firdevs Ulus, Muhammad Umer
2022	J	`jnl`	A two-stage intrusion detection system with auto-encoder and LSTMs. Appl. Soft Comput. Earum Mushtaq, Aneela Zameer, Muhammad Umer, Asima Akber Abbasi
2022	J	`jnl`	Contributor-Aware Defenses Against Adversarial Backdoor Attacks. CoRR Glenn Dawson, Muhammad Umer, Robi Polikar
2022	J	`jnl`	False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger. CoRR Muhammad Umer, Robi Polikar
2022	J	`jnl`	Image processing based fault classification in power systems with classical and intelligent techniques. J. Intell. Fuzzy Syst. Muhammad Sabih, Muhammad Umer, Umar Farooq, Jason Gu, Marius M. Balas, Muhammad Usman Asad, Khurram Karim Qureshi, Irfan A. Khan, Ghulam Abbas
2021	B	`conf`	Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models. IJCNN Muhammad Umer, Robi Polikar
2021	J	`jnl`	Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models. CoRR Muhammad Umer, Robi Polikar
2020	J	`jnl`	Comparative Analysis of Extreme Verification Latency Learning Algorithms. CoRR Muhammad Umer, Robi Polikar
2020	B	`conf`	Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. IJCNN Muhammad Umer, Glenn Dawson, Robi Polikar
2020	J	`jnl`	Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. CoRR Muhammad Umer, Glenn Dawson, Robi Polikar
2019	—	`conf`	A Novel Model for HD video calling in 5G Networks. ICAC Shafaq Munir, Muhammad Jalal Shah, Muhammad Umer, Munam Ali Shah, Muhamad Ali Javed
2019	B	`conf`	Vulnerability of Covariate Shift Adaptation Against Malicious Poisoning Attacks. IJCNN Muhammad Umer, Christopher Frederickson, Robi Polikar
2018	—	`conf`	Adversarial Poisoning of Importance Weighting in Domain Adaptation. SSCI Muhammad Umer, Christopher Frederickson, Robi Polikar
2017	B	`conf`	LEVELIW: Learning extreme verification latency with importance weighting. IJCNN Muhammad Umer, Robi Polikar, Christopher Frederickson
2017	B	`conf`	Reducing communication cost of encrypted data search with compressed bloom filters. NCA Muhammad Umer, Tahir Azim, Zeeshan Pervez
2016	—	`conf`	Learning under extreme verification latency quickly: FAST COMPOSE. SSCI Muhammad Umer, Christopher Frederickson, Robi Polikar
2014	—	`conf`	An inertial sensor system for measurements of tibia angle with applications to knee valgus/varus detection. ISSNIP Wenzheng Hu, Edgar Charry, Muhammad Umer, Andrew Ronchi, Simon Taylor
2013	J	`jnl`	Opportunistic sampling-based query processing in wireless sensor networks. GeoInformatica Muhammad Umer, Egemen Tanin, Lars Kulik
2013	—	`conf`	Study on estimation of peak Ground Reaction Forces using tibial accelerations in running. ISSNIP Edgar Charry, Wenzheng Hu, Muhammad Umer, Andrew Ronchi, Simon Taylor
2010	—	`—`	A query-driven approach to efficient and robust data collection in wireless sensor networks. Muhammad Umer
2010	J	`jnl`	Spatial interpolation in wireless sensor networks: localized algorithms for variogram modeling and Kriging. GeoInformatica Muhammad Umer, Lars Kulik, Egemen Tanin
2009	—	`conf`	Opportunistic sampling in wireless sensor networks. GIS Muhammad Umer, Egemen Tanin, Lars Kulik
2009	J	`jnl`	Optimizing query processing using selectivity-awareness in Wireless Sensor Networks. Comput. Environ. Urban Syst. Muhammad Umer, Lars Kulik, Egemen Tanin
2008	B	`conf`	Kriging for Localized Spatial Interpolation in Sensor Networks. SSDBM Muhammad Umer, Lars Kulik, Egemen Tanin
2006	—	`conf`	Efficient Data Collection and Selective Queries in Sensor Networks. GSN Lars Kulik, Egemen Tanin, Muhammad Umer
2005	J	`jnl`	A Semantic Grid-based E-Learning Framework (SELF) CoRR Zaheer Abbas, Muhammad Umer, Mohammed Odeh, Richard McClatchey, Arshad Ali, Hafiz Farooq Ahmad
2005	B	`conf`	A semantic grid-based e-learning framework (SELF). CCGRID Zaheer Abbas, Muhammad Umer, Mohammed Odeh, Richard McClatchey, Arshad Ali, Hafiz Farooq Ahmad
2004	—	`conf`	The Case for an Agri Data Warehouse: Enabling Analytical Exploration of Integrated Agricultural Data. Databases and Applications Ahsan Abdullah, Stephen Brobst, Muhammad Umer, Muhammad Farooq Khan