87 citations · 132 across the 27 of their papers we have counts for
27 papers
Low-Frequency Load Identification using CNN-BiLSTM Attention Mechanism
Amanie Azzam, Saba Sanami, Amir G. Aghdam
Non-intrusive Load Monitoring (NILM) is an established technique for effective and cost-efficient electricity consumption management. The method is used to estimate appliance-level…
A Distributed Strategy to Maximize Coverage in a Heterogeneous Sensor Network in the Presence of Obstacles
Hesam Mosalli, Amir G. Aghdam
In this paper, an efficient deployment strategy is proposed for a network of mobile and static sensors with nonidentical sensing and communication radii. The multiplicatively weigh…
Generalized Power Iteration with Application to Distributed Connectivity Estimation of Asymmetric Networks
M. Mehdi Asadi, Mohammad Khosravi, Hesam Mosalli +2
The problem of connectivity assessment in an asymmetric network represented by a weighted directed graph is investigated in this article. A power iteration algorithm in a centraliz…
Risk-Constrained Control of Mean-Field Linear Quadratic Systems
Masoud Roudneshin, Saba Sanami, Amir G. Aghdam
The risk-neutral LQR controller is optimal for stochastic linear dynamical systems. However, the classical optimal controller performs inefficiently in the presence of low-probabil…
Early Malware Detection and Next-Action Prediction
Zahra Jamadi, Amir G. Aghdam
In this paper, we propose a framework for early-stage malware detection and mitigation by leveraging natural language processing (NLP) techniques and machine learning algorithms. O…
Fast-Image2Point: Towards Real-Time Point Cloud Reconstruction of a Single Image using 3D Supervision
AmirHossein Zamani, Amir G. Aghdam, Kamran Ghaffari T
A key question in the problem of 3D reconstruction is how to train a machine or a robot to model 3D objects. Many tasks like navigation in real-time systems such as autonomous vehi…