Severity Classification of Diabetic Retinopathy Using an Ensemble Learning Algorithm through Analyzing Retinal Images
Sikder, Niloy, Masud, Mehedi, Bairagi, Anupam Kumar, Arif, Abu Shamim Mohammad, Nahid, Abdullah-Al, Alhumyani, Hesham A.
Published in Symmetry (Basel) (01.04.2021)
Published in Symmetry (Basel) (01.04.2021)
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Journal Article
A Novel Method to Identify Pneumonia through Analyzing Chest Radiographs Employing a Multichannel Convolutional Neural Network
Nahid, Abdullah-Al, Sikder, Niloy, Bairagi, Anupam Kumar, Razzaque, Md Abdur, Masud, Mehedi, Z Kouzani, Abbas, Mahmud, M A Parvez
Published in Sensors (Basel, Switzerland) (19.06.2020)
Published in Sensors (Basel, Switzerland) (19.06.2020)
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Journal Article
Human Activity Recognition Using Multichannel Convolutional Neural Network
Sikder, Niloy, Chowdhury, Md. Sanaullah, Arif, Abu Shamim Mohammad, Nahid, Abdullah-Al
Published in 2019 5th International Conference on Advances in Electrical Engineering (ICAEE) (01.09.2019)
Published in 2019 5th International Conference on Advances in Electrical Engineering (ICAEE) (01.09.2019)
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Conference Proceeding
Citizen neuroscience: Wearable technology and open software to study the human brain in its natural habitat
Jafarzadeh Esfahani, Mahdad, Sikder, Niloy, Horst, Rob, Daraie, Amir Hossein, Appel, Kristoffer, Weber, Frederik D., Bevelander, Kirsten E., Dresler, Martin
Published in The European journal of neuroscience (01.03.2024)
Published in The European journal of neuroscience (01.03.2024)
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Journal Article
A Pneumonia Diagnosis Scheme Based on Hybrid Features Extracted from Chest Radiographs Using an Ensemble Learning Algorithm
Masud, Mehedi, Bairagi, Anupam Kumar, Nahid, Abdullah-Al, Sikder, Niloy, Rubaiee, Saeed, Ahmed, Anas, Anand, Divya
Published in Journal of healthcare engineering (2021)
Published in Journal of healthcare engineering (2021)
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Journal Article
Home Occupancy Classification Using Machine Learning Techniques along with Feature Selection
Nahid, Abdullah-Al, Sikder, Niloy, Hasan Abid, Mahmudul, Nishat Toma, Rafia, Ara Talin, Iffat, Ershad Ali, Lasker
Published in International Journal of Engineering and Manufacturing (08.06.2022)
Published in International Journal of Engineering and Manufacturing (08.06.2022)
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Journal Article
Heterogeneous virus classification using a functional deep learning model based on transmission electron microscopy images (Preprint)
Sikder, Niloy, Khan, Md. Al-Masrur, Bairagi, Anupam Kumar, Masud, Mehedi, Tiang, Jun Jiat, Nahid, Abdullah-Al
Year of Publication 24.05.2024
Year of Publication 24.05.2024
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Journal Article
Fault Diagnosis of Motor Bearing Using Ensemble Learning Algorithm with FFT-based Preprocessing
Sikder, Niloy, Bhakta, Kangkan, Al Nahid, Abdullah, Islam, M M Manjurul
Published in 2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST) (01.01.2019)
Published in 2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST) (01.01.2019)
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Conference Proceeding
Human Action Recognition Based on a Sequential Deep Learning Model
Sikder, Niloy, Ahad, Md Atiqur Rahman, Nahid, Abdullah-Al
Published in 2021 Joint 10th International Conference on Informatics, Electronics & Vision (ICIEV) and 2021 5th International Conference on Imaging, Vision & Pattern Recognition (icIVPR) (16.08.2021)
Published in 2021 Joint 10th International Conference on Informatics, Electronics & Vision (ICIEV) and 2021 5th International Conference on Imaging, Vision & Pattern Recognition (icIVPR) (16.08.2021)
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Conference Proceeding
Heart Condition Monitoring Using Ensemble Technique Based on ECG Signals' Power Spectrum
Rahman, Ananna, Sikder, Niloy, Nahid, Abdullah-Al
Published in 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2) (01.07.2019)
Published in 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2) (01.07.2019)
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Conference Proceeding
Fault Diagnosis of Induction Motor Bearing Using Cepstrum-based Preprocessing and Ensemble Learning Algorithm
Bhakta, Kangkan, Sikder, Niloy, Nahid, Abdullah Al, Islam, M M Manjurul
Published in 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) (01.02.2019)
Published in 2019 International Conference on Electrical, Computer and Communication Engineering (ECCE) (01.02.2019)
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Conference Proceeding
Heterogeneous Hand Guise Classification Based on Surface Electromyographic Signals Using Multichannel Convolutional Neural Network
Sikder, Niloy, Mohammad Arif, Abu Shamim, Nahid, Abdullah-Al
Published in 2019 22nd International Conference on Computer and Information Technology (ICCIT) (01.12.2019)
Published in 2019 22nd International Conference on Computer and Information Technology (ICCIT) (01.12.2019)
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Conference Proceeding
Demonstration of a 4 Gb/s Wavelength Division Multiplexing Based Li-Fi Network
Shikha, Zubaida Azad, Nath, Subroto Kumer Deb, Sikder, Niloy, Sohn, Ik-Bu, Choi, Hun-Kook, Ahsan, Md. Shamim
Published in 2021 International Conference on Electronics, Communications and Information Technology (ICECIT) (14.09.2021)
Published in 2021 International Conference on Electronics, Communications and Information Technology (ICECIT) (14.09.2021)
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Conference Proceeding
Development of a Time Division Multiplexing Based Li-Fi System for Voice Communication
Shikha, Zubaida Azad, Nath, Subroto Kumer Deb, Sikder, Niloy, Sohn, Ik-Bu, Choi, Hun-Kook, Ahsan, Md. Shamim
Published in 2021 International Conference on Electronics, Communications and Information Technology (ICECIT) (14.09.2021)
Published in 2021 International Conference on Electronics, Communications and Information Technology (ICECIT) (14.09.2021)
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Conference Proceeding