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RamanNet: A generalized neural network architecture for Raman Spectrum Analysis

Jan 20, 2022
Nabil Ibtehaz, Muhammad E. H. Chowdhury, Amith Khandakar, Susu M. Zughaier, Serkan Kiranyaz, M. Sohel Rahman

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Data transformation based optimized customer churn prediction model for the telecommunication industry

Jan 11, 2022
Joydeb Kumar Sana, Mohammad Zoynul Abedin, M. Sohel Rahman, M. Saifur Rahman

* 24 pages 

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Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark

Jan 03, 2022
Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev

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Segmentation of Lung Tumor from CT Images using Deep Supervision

Nov 17, 2021
Farhanaz Farheen, Md. Salman Shamil, Nabil Ibtehaz, M. Sohel Rahman

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A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals

Nov 12, 2021
Sakib Mahmud, Nabil Ibtehaz, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Khandaker Reajul Islam, Md Shafayet Hossain, M. Sohel Rahman, Mohammad Tariqul Islam, Muhammad E. H. Chowdhury

* 22 pages, Figure 8, Table 13 

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XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages

Jun 25, 2021
Tahmid Hasan, Abhik Bhattacharjee, Md Saiful Islam, Kazi Samin, Yuan-Fang Li, Yong-Bin Kang, M. Sohel Rahman, Rifat Shahriyar

* Findings of the Association for Computational Linguistics, ACL 2021 (camera-ready) 

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EDITH :ECG biometrics aided by Deep learning for reliable Individual auTHentication

Feb 16, 2021
Nabil Ibtehaz, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, M. Sohel Rahman, Anas Tahir, Yazan Qiblawey, Tawsifur Rahman

* Preprint 

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BanglaBERT: Combating Embedding Barrier for Low-Resource Language Understanding

Jan 01, 2021
Abhik Bhattacharjee, Tahmid Hasan, Kazi Samin, M. Sohel Rahman, Anindya Iqbal, Rifat Shahriyar

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Align-gram : Rethinking the Skip-gram Model for Protein Sequence Analysis

Dec 06, 2020
Nabil Ibtehaz, S. M. Shakhawat Hossain Sourav, Md. Shamsuzzoha Bayzid, M. Sohel Rahman

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Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation

Oct 07, 2020
Tahmid Hasan, Abhik Bhattacharjee, Kazi Samin, Masum Hasan, Madhusudan Basak, M. Sohel Rahman, Rifat Shahriyar

* EMNLP 2020 

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COVID-19Base: A knowledgebase to explore biomedical entities related to COVID-19

May 12, 2020
Junaed Younus Khan, Md. Tawkat Islam Khondaker, Iram Tazim Hoque, Hamada Al-Absi, Mohammad Saifur Rahman, Tanvir Alam, M. Sohel Rahman

* 10 pages, 3 figures 

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PPG2ABP: Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms using Fully Convolutional Neural Networks

May 04, 2020
Nabil Ibtehaz, M. Sohel Rahman

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MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation

Feb 11, 2019
Nabil Ibtehaz, M. Sohel Rahman

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Deep Face Image Retrieval: a Comparative Study with Dictionary Learning

Dec 13, 2018
Ahmad S. Tarawneh, Ahmad B. A. Hassanat, Ceyhun Celik, Dmitry Chetverikov, M. Sohel Rahman, Chaman Verma

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VFPred: A Fusion of Signal Processing and Machine Learning techniques in Detecting Ventricular Fibrillation from ECG Signals

Jul 24, 2018
Nabil Ibtehaz, M. Saifur Rahman, M. Sohel Rahman

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A novel and effective scoring scheme for structure classification and pairwise similarity measurement

Oct 04, 2016
Rezaul Karim, Md. Momin Al Aziz, Swakkhar Shatabda, M. Sohel Rahman

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GreMuTRRR: A Novel Genetic Algorithm to Solve Distance Geometry Problem for Protein Structures

Nov 16, 2014
Md. Lisul Islam, Swakkhar Shatabda, M. Sohel Rahman

* Accepted for publication in the 8th International Conference on Electrical and Computer Engineering (ICECE 2014) 

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CoMOGrad and PHOG: From Computer Vision to Fast and Accurate Protein Tertiary Structure Retrieval

Sep 02, 2014
Rezaul Karim, Mohd. Momin Al Aziz, Swakkhar Shatabda, M. Sohel Rahman, Md. Abul Kashem Mia, Farhana Zaman, Salman Rakin

* draft 

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Solving the Minimum Common String Partition Problem with the Help of Ants

May 21, 2014
S. M. Ferdous, M. Sohel Rahman

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