Aly El Gamal
Purdue University
H-index: 17
North America-United States
Top articles of Aly El Gamal
Data-Driven Subsampling in the Presence of an Adversarial Actor
arXiv preprint arXiv:2401.03488
2024/1/7
Abu Shafin Mohammad Mahdee Jameel
H-Index: 3
Aly El Gamal
H-Index: 12
Improving Transferability of Network Intrusion Detection in a Federated Learning Setup
arXiv preprint arXiv:2401.03560
2024/1/7
Deep OFDM Channel Estimation: Capturing Frequency Recurrence
IEEE Communications Letters
2024/1/5
Abu Shafin Mohammad Mahdee Jameel
H-Index: 3
Aly El Gamal
H-Index: 12
A Study on Transferability of Deep Learning Models for Network Intrusion Detection
arXiv preprint arXiv:2312.11550
2023/12/17
Rml22: Realistic dataset generation for wireless modulation classification
IEEE Transactions on Wireless Communications
2023/3/14
Peter Gerstoft
H-Index: 37
Aly El Gamal
H-Index: 12
An Analysis of Transferability in Network Intrusion Detection using Distributed Deep Learning
2023/5/5
A survey on using deep learning techniques for plant disease diagnosis and recommendations for development of appropriate tools
2023/2/1
Toward generalization of deep learning-based plant disease identification under controlled and field conditions
IEEE Access
2023/1/26
Data Centric Approach to Modulation Classification
2023/1/3
Peter Gerstoft
H-Index: 37
Aly El Gamal
H-Index: 12
Learned learning rate schedules for deep neural network training using reinforcement learning
2023
Vignesh Ganapathiraman
H-Index: 2
Aly El Gamal
H-Index: 12
Efficient learning rate schedules for stochastic non-negative matrix factorization via reinforcement learning
2023
Vignesh Ganapathiraman
H-Index: 2
Aly El Gamal
H-Index: 12
On the multi-view information bottleneck representation
2022/11/1
Aly El Gamal
H-Index: 12
Efficient Multi-View Learning Based on the Information Bottleneck Paradigm
2022/10/31
Aly El Gamal
H-Index: 12
GeoDLS: A deep learning-based corn disease tracking and location system using RTK geolocated UAS imagery
Remote Sensing
2022/8/23
Comparison of Deep Learning Models for Corn Disease Region Location, Identification of Disease Type, and Severity Estimation Using Images Acquired From UAS-Mounted and Handheld …
Journal of the ASABE
2022
Deep Learning-Based Disease Identification and Severity Estimation Tool for Tar Spot in Corn
2022
A linearly convergent Douglas-Rachford splitting solver for Markovian information-theoretic optimization problems
IEEE Transactions on Information Theory
2022/12/15
Aly El Gamal
H-Index: 12
Turbulent flame image classification using Convolutional Neural Networks
Energy and AI
2022/11/1
Rathziel Roncancio
H-Index: 1
Aly El Gamal
H-Index: 12
CD&S dataset: Handheld imagery dataset acquired under field conditions for corn disease identification and severity estimation
arXiv preprint arXiv:2110.12084
2021/10/22
Ensemble wrapper subsampling for deep modulation classification
IEEE Transactions on Cognitive Communications and Networking
2021/8/30
