Md. Abu Bakr Siddique

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Top Venues

Frontiers Comput. Neurosci.

Publications

Md. Abu Bakr Siddique, Yan Zhang, Hongyu An
Monitoring time domain characteristics of Parkinson's disease using 3D memristive neuromorphic system. Frontiers Comput. Neurosci. 17 (2023)
Mohammad Mahmudur Rahman Khan, Md. Abu Bakr Siddique, Shadman Sakib, Anas Aziz, Ihtyaz Kader Tasawar, Ziad Hossain
Prediction of Temperature and Rainfall in Bangladesh using Long Short Term Memory Recurrent Neural Networks. CoRR (2020)
Shadman Sakib, Md. Abu Bakr Siddique, Md. Abdur Rahman
Performance Evaluation of t-SNE and MDS Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers. CoRR (2020)
Md. Abu Bakr Siddique, Shadman Sakib, Mohammad Mahmudur Rahman Khan, Abyaz Kader Tanzeem, Madiha Chowdhury, Nowrin Yasmin
Deep Convolutional Neural Networks Model-based Brain Tumor Detection in Brain MRI Images. CoRR (2020)
Shadman Sakib, Md. Abu Bakr Siddique
Unsupervised Segmentation Algorithms' Implementation in ITK for Tissue Classification via Human Head MRI Scans. CoRR (2019)
Md. Abu Bakr Siddique, Shadman Sakib, Md. Abdur Rahman
Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers. CoRR (2019)
Shadman Sakib, Zahidun Ashrafi, Md. Abu Bakr Siddique
Implementation of Fruits Recognition Classifier using Convolutional Neural Network Algorithm for Observation of Accuracies for Various Hidden Layers. CoRR (2019)
Mohammad Mahmudur Rahman Khan, Md. Abu Bakr Siddique, Shadman Sakib
Non-Intrusive Electrical Appliances Monitoring and Classification using K-Nearest Neighbors. CoRR (2019)
Fathma Siddique, Shadman Sakib, Md. Abu Bakr Siddique
Recognition of Handwritten Digit using Convolutional Neural Network in Python with Tensorflow and Comparison of Performance for Various Hidden Layers. CoRR (2019)
Md. Abu Bakr Siddique, Rezoana Bente Arif, Mohammad Mahmudur Rahman Khan, Zahidun Ashrafi
Implementation of Fuzzy C-Means and Possibilistic C-Means Clustering Algorithms, Cluster Tendency Analysis and Cluster Validation. CoRR (2018)
Mohammad Mahmudur Rahman Khan, Rezoana Bente Arif, Md. Abu Bakr Siddique, Mahjabin Rahman Oishe
Study and Observation of the Variation of Accuracies of KNN, SVM, LMNN, ENN Algorithms on Eleven Different Datasets from UCI Machine Learning Repository. CoRR (2018)
Md. Abu Bakr Siddique, Mohammad Mahmudur Rahman Khan, Rezoana Bente Arif, Zahidun Ashrafi
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm. CoRR (2018)
Rezoana Bente Arif, Md. Abu Bakr Siddique, Mohammad Mahmudur Rahman Khan, Mahjabin Rahman Oishe
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural Network. CoRR (2018)
Mohammad Mahmudur Rahman Khan, Md. Abu Bakr Siddique, Rezoana Bente Arif, Mahjabin Rahman Oishe
ADBSCAN: Adaptive Density-Based Spatial Clustering of Applications with Noise for Identifying Clusters with Varying Densities. CoRR (2018)