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

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

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

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

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

Title

Journal

Author(s)

Publication Date

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

Md Toufiqur Rahman

Sagar Kumar Das

Shuvo Chandra Pall

Celia Shahnaz

2023/12/13

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

arXiv preprint arXiv:2309.10756

Minhajur Rahman

Md Toufiqur Rahman

Md Tanvir Raihan

Celia Shahnaz

2023/9/19

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

International Journal of Integrated Engineering

Hudzaifah Hasri

Siti Armiza Mohd Aris

Robiah Ahmad

Celia Shahnaz

2023/7/31

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

Md Toufiqur Rahman

Celia Shahnaz

2023/12/13

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

Rizwan Ahamed

Md Toufiqur Rahman

Rifat Bin Rashid

Celia Shahnaz

2023/12/13

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

Angkon Deb

Sheikh Iftekhar Ahmed

Asif Islam

Mayesha Haque

Shaikh Anowarul Fattah

...

2023/12/13

EMG Signal Classification for Neuromuscular Disorders with Attention-Enhanced CNN

arXiv preprint arXiv:2309.10483

Md Toufiqur Rahman

Minhajur Rahman

Celia Shahnaz

2023/9/19

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

KM Naimul Hassan

Md Shamiul Alam Hridoy

Naima Tasnim

Atia Faria Chowdhury

Tanvir Alam Roni

...

2022/5/23

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

Talha Ibn Mahmud

Sheikh Asif Imran

Celia Shahnaz

2022/10/26

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

Shahed Ahmed

Md Tariqul Islam

Soumav Biswas

Rayhan Hayther Samrat

Tafhimul Islam Akash

...

2022/7/11

Automatic Diabetic Retinopathy Detection Using Random Forest Classifier

Aurongo Mohammod Nasir

Md Al-Imran Abir

Zarin Tasnim Sadaf

Sabyasachi Chakraborty Shrestha

Celia Shahnaz

...

2022/7/1

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

Biomedical Signal Processing and Control

Tanima Tasmin Chowdhury

Shaikh Anowarul Fattah

Celia Shahnaz

2021/2/1

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

Sk Md Ziad Rahman

Israt Tawana

HM Raihan Mostafiz

Tanima Tasmin Chowdhury

Celia Shahnaz

2021/12/26

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

IEEE Transactions on Artificial Intelligence

AFM Saif

Tamjid Imtiaz

Shahriar Rifat

Celia Shahnaz

Wei-Ping Zhu

...

2021/8/16

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

IEEE Access

AFM Saif

Tamjid Imtiaz

Celia Shahnaz

Wei-Ping Zhu

M Omair Ahmad

2021/8/11

Program Schedule

Abdulqawi Saif

Thomas Paris

Giulia De Santis

Victorien Elvinger

Maxime Compastié

2019/7/2

COVID-19 mRNA vaccine degradation prediction using regularized LSTM model

Journal of Physics: Conference Series

Soon Hwai Ing

Azian Azamimi Abdullah

Nor Hazlyna Harun

Shigehiko Kanaya

2021/8/1

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

Omar Tawhid Imam

Moinul Haque

Celia Shahnaz

Sheikh Asif Imran

Md Tariqul Islam

...

2020/12/26

Message from Technical Program Committee Chair

Shaikh Fattah

Celia Shahnaz

2020/6/5

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

Shuvangkar Shuvo

Abir Ahsan Akib

Mohammad Mahinur Rahman

Tanveerul Islam

Raihan Ur Rashid

...

2020/6/5

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