4 citations · 5 across the 3 of their papers we have counts for
3 papers
Induced Model Matching: Restricted Models Help Train Full-Featured Models
Usama Muneeb, Mesrob I. Ohannessian
We consider scenarios where a very accurate (often small) predictive model using restricted features is available when training a full-featured (often larger) model. This restricte…
Robust and Computationally-Efficient Anomaly Detection using Powers-of-Two Networks
Usama Muneeb, Erdem Koyuncu, Yasaman Keshtkarjahromi +3
Robust and computationally efficient anomaly detection in videos is a problem in video surveillance systems. We propose a technique to increase robustness and reduce computational…
Multi-level Dynamic Optimization of Intelligent LEACH with Cost Effective Deep Belief Network
Muhammad U. Javed, Zaid Bin Tariq, Usama Muneeb +1
Energy utilization is a key attribute for energy constrained wireless sensor networks (WSN) that directly impacts the life time of the network. LEACH (and its variants) are conside…