Sharan Ramjee

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 8

Top Topics

Concept Drifting Data Streams

Discriminative Classifiers

Training Samples

Wrapper Feature Selection

Top Venues

IEEE Trans. Cogn. Commun. Netw.

IEEE Wirel. Commun. Lett.

Publications

Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
Ensemble Wrapper Subsampling for Deep Modulation Classification. IEEE Trans. Cogn. Commun. Netw. 7 (4) (2021)
Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
Ensemble Wrapper Subsampling for Deep Modulation Classification. CoRR (2020)
Xingchen Wang, Shengtai Ju, Xiwen Zhang, Sharan Ramjee, Aly El Gamal
Efficient Training of Deep Classifiers for Wireless Source Identification Using Test SNR Estimates. IEEE Wirel. Commun. Lett. 9 (8) (2020)
Xingchen Wang, Shengtai Ju, Xiwen Zhang, Sharan Ramjee, Aly El Gamal
Efficient Training of Deep Classifiers for Wireless Source Identification using Test SNR Estimates. CoRR (2019)
Xiwen Zhang, Tolunay Seyfi, Shengtai Ju, Sharan Ramjee, Aly El Gamal, Yonina C. Eldar
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection. CoRR (2019)
Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
Fast Deep Learning for Automatic Modulation Classification. CoRR (2019)
Xiwen Zhang, Tolunay Seyfi, Shengtai Ju, Sharan Ramjee, Aly El Gamal, Yonina C. Eldar
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection. SPAWC (2019)
Sharan Ramjee, Aly El Gamal
Efficient Wrapper Feature Selection using Autoencoder and Model Based Elimination. CoRR (2019)