Performance Evaluation of t-SNE and MDS Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers
Sakib, Shadman, Sakib, Shadman, Abu Bakr Siddique, Md, Bakr Siddique, Md. Abu, Rahman, Md Abdur, Rahman, Md. Abdur
Published in 2020 IEEE Region 10 Symposium (TENSYMP) (05.06.2020)
Published in 2020 IEEE Region 10 Symposium (TENSYMP) (05.06.2020)
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Conference Proceeding
Deep Convolutional Neural Networks Model-based Brain Tumor Detection in Brain MRI Images
Bakr Siddique, Md. Abu, Sakib, Shadman, Rahman Khan, Mohammad Mahmudur, Tanzeem, Abyaz Kader, Chowdhury, Madiha, Yasmin, Nowrin
Published in 2020 Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) (07.10.2020)
Published in 2020 Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) (07.10.2020)
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Conference Proceeding
A Cost Efficiency Analysis of Boro Rice Production in Dinajpur District of Bangladesh
Rahaman, Md Shajedur, Haque, Sadika, Sarkar, Md Abdur Rouf, Rahman, Mohammad Chhiddikur, Reza, Md Salim, Islam, Mohammad Ariful, Siddique, Md Abu Bakr
Published in Fundamental and Applied Agriculture (01.03.2021)
Published in Fundamental and Applied Agriculture (01.03.2021)
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Journal Article
Recognition of Handwritten Digit using Convolutional Neural Network in Python with Tensorflow and Comparison of Performance for Various Hidden Layers
Siddique, Fathma, Sakib, Shadman, Siddique, Md. Abu Bakr
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
ADBSCAN: Adaptive Density-Based Spatial Clustering of Applications with Noise for Identifying Clusters with Varying Densities
Khan, Mohammad Mahmudur Rahman, Siddique, Md. Abu Bakr, Arif, Rezoana Bente, Oishe, Mahjabin Rahman
Published in 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) (01.09.2018)
Published in 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) (01.09.2018)
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Conference Proceeding
Non-Intrusive Electrical Appliances Monitoring and Classification using K-Nearest Neighbors
Khan, Mohammad Mahmudur Rahman, Siddique, Md. Abu Bakr, Sakib, Shadman
Published in 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) (23.12.2019)
Published in 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) (23.12.2019)
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Conference Proceeding
Digital Image Segmentation in Matlab: A Brief Study on OTSU's Image Thresholding
Siddique, Md. Abu Bakr, Arif, Rezoana Bente, Khan, Mohammad Mahmudur Rahman
Published in 2018 International Conference on Innovation in Engineering and Technology (ICIET) (01.12.2018)
Published in 2018 International Conference on Innovation in Engineering and Technology (ICIET) (01.12.2018)
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Conference Proceeding
Automatic Detection of COVID-19 Disease in Chest X-Ray Images using Deep Neural Networks
Khan, Mohammad Mahmudur Rahman, Sakib, Shadman, Siddique, Md. Abu Bakr, Chowdhury, Madiha, Hossain, Ziad, Aziz, Anas, Yasmin, Nowrin
Published in 2020 IEEE 8th R10 Humanitarian Technology Conference (R10-HTC) (01.12.2020)
Published in 2020 IEEE 8th R10 Humanitarian Technology Conference (R10-HTC) (01.12.2020)
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Conference Proceeding
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural Network
Arif, Rezoana Bente, Siddique, Md. Abu Bakr, Khan, Mohammad Mahmudur Rahman, Oishe, Mahjabin Rahman
Published in 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) (01.09.2018)
Published in 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT) (01.09.2018)
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Conference Proceeding
Blood Cancer Recognition Based on Discriminant Gene Expressions: A Comparative Analysis of Optimized Machine Learning Algorithms
Sakib, Shadman, Tanzeem, Abyaz Kader, Tasawar, Ihtyaz Kader, Shorna, Fatema, Siddique, Md. Abu Bakr, Alam, Saadia Binte
Published in 2021 IEEE 12th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) (27.10.2021)
Published in 2021 IEEE 12th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) (27.10.2021)
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Conference Proceeding
Prediction Of Temperature And Rainfall In Bangladesh Using Long Short Term Memory Recurrent Neural Networks
Khan, Mohammad Mahmudur Rahman, Siddique, Md. Abu Bakr, Sakib, Shadman, Aziz, Anas, Tasawar, Ihtyaz Kader, Hossain, Ziad
Published in 2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) (22.10.2020)
Published in 2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) (22.10.2020)
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Conference Proceeding
Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers
Siddique, Md. Abu Bakr, Sakib, Shadman, Rahman, Md. Abdur
Published in 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) (23.12.2019)
Published in 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) (23.12.2019)
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Conference Proceeding
Digital Image Enhancement in Matlab: An Overview on Histogram Equalization and Specification
Arif, Rezoana Bente, Khan, Mohammad Mahmudur Rahman, Siddique, Md. Abu Bakr
Published in 2018 International Conference on Innovation in Engineering and Technology (ICIET) (01.12.2018)
Published in 2018 International Conference on Innovation in Engineering and Technology (ICIET) (01.12.2018)
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Conference Proceeding
Digital Image Restoration in Matlab: A Case Study on Inverse and Wiener Filtering
Khan, Mohammad Mahmudur Rahman, Sakib, Shadman, Arif, Rezoana Bente, Siddique, Md. Abu Bakr
Published in 2018 International Conference on Innovation in Engineering and Technology (ICIET) (01.12.2018)
Published in 2018 International Conference on Innovation in Engineering and Technology (ICIET) (01.12.2018)
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Conference Proceeding