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Celia Shahnaz

About Celia Shahnaz

Celia Shahnaz, With an exceptional h-index of 25 and a recent h-index of 19 (since 2020), a distinguished researcher at Bangladesh University of Engineering and Technology, specializes in the field of Machine and Deep Learning for Speech, Image, video, Biomedical and Power signals, Robotics and humanitarian technologyage Proce.

His recent articles reflect a diverse array of research interests and contributions to the field:

SmartChargeNet: PCA-Enhanced Attention-LSTM for Wireless Electric Vehicle Charging Optimization

HsNet–Enhancing Cardiovascular Health Detection through Advanced Signal Processing and Machine Learning

SpectroSzNet: Deep Learning-Based Enhancement for Schizophrenia Classification Using Spectrograms

A Real-time Automatic Dengue Breeding Zone Detection and Prevention Scheme based on MobileNetV2 Enabled Autonomous Drone

EMG Signal Classification for Neuromuscular Disorders with Attention-Enhanced CNN

ResEMGNet: A Lightweight Residual Deep Learning Architecture for Neuromuscular Disorder Detection from Raw EMG Signals

COVID-19 Confirmed Cases Forecasting in Malaysia Using Linear Regression and Holt's Winter Algorithm

Automatic Diabetic Retinopathy Detection Using Random Forest Classifier

Celia Shahnaz Information

University

Position

Professor Department of EEE

Citations(all)

2577

Citations(since 2020)

1661

Cited By

1483

hIndex(all)

25

hIndex(since 2020)

19

i10Index(all)

73

i10Index(since 2020)

48

Email

University Profile Page

Google Scholar

Celia Shahnaz Skills & Research Interests

Machine and Deep Learning for Speech

Image

video

Biomedical and Power signals

Robotics and humanitarian technologyage Proce

Top articles of Celia Shahnaz

SmartChargeNet: PCA-Enhanced Attention-LSTM for Wireless Electric Vehicle Charging Optimization

2023/12/13

Celia Shahnaz
Celia Shahnaz

H-Index: 16

HsNet–Enhancing Cardiovascular Health Detection through Advanced Signal Processing and Machine Learning

2023/12/13

Celia Shahnaz
Celia Shahnaz

H-Index: 16

SpectroSzNet: Deep Learning-Based Enhancement for Schizophrenia Classification Using Spectrograms

2023/12/13

Celia Shahnaz
Celia Shahnaz

H-Index: 16

A Real-time Automatic Dengue Breeding Zone Detection and Prevention Scheme based on MobileNetV2 Enabled Autonomous Drone

2023/12/13

Asif Islam
Asif Islam

H-Index: 3

Shaikh Anowarul Fattah
Shaikh Anowarul Fattah

H-Index: 17

Celia Shahnaz
Celia Shahnaz

H-Index: 16

EMG Signal Classification for Neuromuscular Disorders with Attention-Enhanced CNN

arXiv preprint arXiv:2309.10483

2023/9/19

Minhajur Rahman
Minhajur Rahman

H-Index: 4

Celia Shahnaz
Celia Shahnaz

H-Index: 16

ResEMGNet: A Lightweight Residual Deep Learning Architecture for Neuromuscular Disorder Detection from Raw EMG Signals

arXiv preprint arXiv:2309.10756

2023/9/19

Minhajur Rahman
Minhajur Rahman

H-Index: 4

Celia Shahnaz
Celia Shahnaz

H-Index: 16

COVID-19 Confirmed Cases Forecasting in Malaysia Using Linear Regression and Holt's Winter Algorithm

International Journal of Integrated Engineering

2023/7/31

Robiah Ahmad
Robiah Ahmad

H-Index: 18

Celia Shahnaz
Celia Shahnaz

H-Index: 16

Automatic Diabetic Retinopathy Detection Using Random Forest Classifier

2022/7/1

Celia Shahnaz
Celia Shahnaz

H-Index: 16

Alsnet: A dilated 1-d cnn for identifying als from raw emg signal

2022/5/23

Celia Shahnaz
Celia Shahnaz

H-Index: 16

Res-se-convnet: A deep neural network for hypoxemia severity prediction for hospital in-patients using photoplethysmograph signal

IEEE Journal of Translational Engineering in Health and Medicine

2022/10/26

Sheikh Asif Imran
Sheikh Asif Imran

H-Index: 1

Celia Shahnaz
Celia Shahnaz

H-Index: 16

CapNet: A Deep Learning-based Framework for Estimation of Capnograph Signal from PPG

2022/7/11

Md Tariqul Islam
Md Tariqul Islam

H-Index: 5

Celia Shahnaz
Celia Shahnaz

H-Index: 16

Arithmetic Mental Task of EEG Signal Classification Using Statistical Modeling of The DWT Coefficient

2021/12/26

Celia Shahnaz
Celia Shahnaz

H-Index: 16

CapsCovNet: A modified capsule network to diagnose Covid-19 from multimodal medical imaging

IEEE Transactions on Artificial Intelligence

2021/8/16

Celia Shahnaz
Celia Shahnaz

H-Index: 16

Wei-Ping Zhu
Wei-Ping Zhu

H-Index: 28

Exploiting cascaded ensemble of features for the detection of tuberculosis using chest radiographs

IEEE Access

2021/8/11

Celia Shahnaz
Celia Shahnaz

H-Index: 16

Wei-Ping Zhu
Wei-Ping Zhu

H-Index: 28

Program Schedule

2019/7/2

Abdulqawi Saif
Abdulqawi Saif

H-Index: 2

Seizure activity classification based on bimodal Gaussian modeling of the gamma and theta band IMFs of EEG signals

Biomedical Signal Processing and Control

2021/2/1

Shaikh Anowarul Fattah
Shaikh Anowarul Fattah

H-Index: 17

Celia Shahnaz
Celia Shahnaz

H-Index: 16

COVID-19 mRNA vaccine degradation prediction using regularized LSTM model

Journal of Physics: Conference Series

2021/8/1

Azian Azamimi Abdullah
Azian Azamimi Abdullah

H-Index: 13

Nor Hazlyna Harun
Nor Hazlyna Harun

H-Index: 7

Shigehiko Kanaya
Shigehiko Kanaya

H-Index: 33

Detection of tuberculosis from chest X-ray images based on modified inception deep neural network model

2020/12/26

Moinul Haque
Moinul Haque

H-Index: 3

Celia Shahnaz
Celia Shahnaz

H-Index: 16

Sheikh Asif Imran
Sheikh Asif Imran

H-Index: 1

Md Tariqul Islam
Md Tariqul Islam

H-Index: 5

Message from Technical Program Committee Chair

2020/6/5

Celia Shahnaz
Celia Shahnaz

H-Index: 16

Analog signal processing based hardware implementation of real-time audio visualizer

2020/6/5

Abir Ahsan Akib
Abir Ahsan Akib

H-Index: 2

Mohammad Mahinur Rahman
Mohammad Mahinur Rahman

H-Index: 2

Shaikh Anowarul Fattah
Shaikh Anowarul Fattah

H-Index: 17

Celia Shahnaz
Celia Shahnaz

H-Index: 16

See List of Professors in Celia Shahnaz University(Bangladesh University of Engineering and Technology)