Publications

  1. EARLIN: Early Out-of-Distribution Detection for Resource-efficient Collaborative Inference [arxiv] (awarded Balaji Travel Grant by Dept of CSEE, UMKC)

Authors: Sumaiya Tabassum Nimi, Md Adnan Arefeen, Md Yusuf Sarwar Uddin, Yugyung Lee

Accepted to be published in ECML PKDD 2021

H5-index: 31
 Acceptance Rate: 21%

CORE 2021 Rank: A (Among Top 16% conferences in Computer Science)


2. A Lightweight ReLU-Based Feature Fusion for Aerial Scene Classification [arxiv]
 To appear in ICIP 2021

URL: https://arxiv.org/abs/2106.07879

H5-index: 52


3. Neural Network Based Undersampling Techniques
URL: https://ieeexplore.ieee.org/document/9184909/authors#authors

Impact Factor: 9.309

Acceptance Rate: 10%


4. Prediction of Lung Function in Adolescence Using Epigenetic Aging: A Machine Learning Approach
URL: https://www.mdpi.com/2409-9279/3/4/77/htm


5. CerebLearn: Biologically Motivated Learning Rule for Artificial Feedforward Neural Networks
URL: https://link.springer.com/chapter/10.1007/978-981-15-3607-6_1