no code implementations • 2 Feb 2024 • Kazrin Ahmad, Md. Saiful Islam, Md Abrar Jahin, M. F. Mridha
The research findings provide industry stakeholders, governments, and organizations with significant drivers of IoT adoption to overcome these barriers and optimize the utilization of IoT technology to improve the effectiveness and reliability of the cold supply chain.
no code implementations • 24 Jul 2023 • Md Abrar Jahin, Md Sakib Hossain Shovon, Md. Saiful Islam, Jungpil Shin, M. F. Mridha, Yuichi Okuyama
Our proposed model, QAmplifyNet, employs quantum-inspired techniques within a quantum-classical neural network to predict backorders effectively on short and imbalanced datasets.
no code implementations • 18 May 2023 • Jumman Hossain, Rajib Chandra Das, Md. Ruhul Amin, Md. Saiful Islam
There have thousands of crimes are happening daily all around.
no code implementations • 17 Jun 2022 • Pramit Dutta, Khaleda Akhter Sathi, Md. Saiful Islam
This paper mainly focuses on elevating the classification accuracy of brain tumor images with transfer learning based deep neural network.
1 code implementation • LREC 2022 • Nauros Romim, Mosahed Ahmed, Md. Saiful Islam, Arnab Sen Sharma, Hriteshwar Talukder, Mohammad Ruhul Amin
In this paper, we identify the shortcomings of existing Bangla HS datasets and introduce a large manually labeled dataset BD-SHS that includes HS in different social contexts.
no code implementations • 8 Dec 2021 • Sowmen Das, Md. Saiful Islam, Md. Ruhul Amin
Forensic analysis of manipulated pixels requires the identification of various hidden and subtle features from images.
1 code implementation • 18 Feb 2021 • Sowmen Das, Selim Seferbekov, Arup Datta, Md. Saiful Islam, Md. Ruhul Amin
In this paper, we focus on identifying the limitations and shortcomings of existing deepfake detection frameworks.
1 code implementation • 14 Feb 2021 • Mohammad Faiyaz Khan, S. M. Sadiq-Ur-Rahman Shifath, Md. Saiful Islam
Existing notable pieces of research in Bengali Image Captioning (BIC) are based on encoder-decoder architecture.
Ranked #1 on Image Captioning on BanglaLekhaImageCaptions
no code implementations • 28 Jan 2021 • S. M. Sadiq-Ur-Rahman Shifath, Mohammad Faiyaz Khan, Md. Saiful Islam
The rapid outbreak of COVID-19 has caused humanity to come to a stand-still and brought with it a plethora of other problems.
1 code implementation • 3 Dec 2020 • Khondoker Ittehadul Islam, Md. Saiful Islam, Md Ruhul Amin
In this paper, we present manually tagged 2-class and 3-class SA datasets in Bengali.
2 code implementations • 2 Nov 2020 • Sarkar Snigdha Sarathi Das, Subangkar Karmaker Shanto, Masum Rahman, Md. Saiful Islam, Atif Rahman, Mohammad Mehedy Masud, Mohammed Eunus Ali
Smartwatches or fitness trackers have garnered a lot of popularity as potential health tracking devices due to their affordable and longitudinal monitoring capabilities.
no code implementations • 2 Sep 2020 • Wasifur Rahman, Sangwu Lee, Md. Saiful Islam, Victor Nikhil Antony, Harshil Ratnu, Mohammad Rafayet Ali, Abdullah Al Mamun, Ellen Wagner, Stella Jensen-Roberts, Max A. Little, Ray Dorsey, Ehsan Hoque
In this paper, we envision a web-based framework that can help anyone, anywhere around the world record a short speech task, and analyze the recorded data to screen for Parkinson's disease (PD).
1 code implementation • LREC 2020 • Md Zobaer Hossain, Md Ashraful Rahman, Md. Saiful Islam, Sudipta Kar
In this work, we propose an annotated dataset of ~50K news that can be used for building automated fake news detection systems for a low resource language like Bangla.
no code implementations • 11 Jan 2020 • Hemayet Ahmed Chowdhury, Md. Azizul Haque Imon, Anisur Rahman, Aisha Khatun, Md. Saiful Islam
Language models are generally employed to estimate the probability distribution of various linguistic units, making them one of the fundamental parts of natural language processing.
1 code implementation • 11 Jan 2020 • Aisha Khatun, Anisur Rahman, Md. Saiful Islam, Marium-E-Jannat
Characters are the smallest unit of text that can extract stylometric signals to determine the author of a text.
1 code implementation • 4 Dec 2019 • Md. Saiful Islam, Mohammed Eunus Ali, Yong-Bin Kang, Timos Sellis, Farhana M. Choudhury
We introduce a novel keyword-aware influential community query KICQ that finds the most influential communities from an attributed graph, where an influential community is defined as a closely connected group of vertices having some dominance over other groups of vertices with the expertise (a set of keywords) matching with the query terms (words or phrases).
no code implementations • 19 Nov 2019 • Arnab Sen Sharma, Maruf Ahmed Mridul, Md. Saiful Islam
Widespread of satirical news in online communities is an ongoing trend.
no code implementations • 15 Nov 2019 • Aisha Khatun, Anisur Rahman, Hemayet Ahmed Chowdhury, Md. Saiful Islam, Ayesha Tasnim
Language models are at the core of natural language processing.
no code implementations • 11 Jan 2019 • Humayun Kayesh, Md. Saiful Islam, Junhu Wang
To demonstrate the effectiveness of our proposed event context word extension technique, we develop a feed-forward neural network based approach to detect event causality from tweets.
1 code implementation • 30 Nov 2018 • Oishee Bintey Hoque, Mohammad Imrul Jubair, Md. Saiful Islam, Al-Farabi Akash, Alvin Sachie Paulson
In this paper, we present a technique to detect BdSL from images that performs in real time.
no code implementations • 27 Mar 2018 • Md Mahadi Hasan Nahid, Md. Ashraful Islam, Bishwajit Purkaystha, Md. Saiful Islam
Speech recognition has received a less attention in Bengali literature due to the lack of a comprehensive dataset.
no code implementations • 22 Mar 2018 • Hemayet Ahmed Chowdhury, Tanvir Alam Nibir, Md. Saiful Islam
Refugee movement is a recurring event and a large amount of data in the form of opinions remains on social media such as Facebook, with very little analysis done on them. To analyse the comments based on all Rohingya related posts, we had to create and modify a classifier based on the Support Vector Machine algorithm.
no code implementations • 27 Jan 2017 • Sadia Tasnim Swarna, Shamim Ehsan, Md. Saiful Islam, Marium E Jannat
Automatic phoneme recognition for Bengali language using multilayer neural network is reviewed.
no code implementations • 27 Jan 2017 • Md. Saiful Islam, Fazla Elahi Md Jubayer, Syed Ikhtiar Ahmed
Document categorization is a technique where the category of a document is determined.
no code implementations • 27 Jan 2017 • Syed Mehedi Hasan Nirob, Md. Kazi Nayeem, Md. Saiful Islam
Trending topic of newspapers is an indicator to understand the situation of a country and also a way to evaluate the particular newspaper.
no code implementations • 27 Jan 2017 • Md. Fahad Hasan, Tasmin Afroz, Sabir Ismail, Md. Saiful Islam
To decompose any Bangla document we found out the edges of the input image.
Optical Character Recognition Optical Character Recognition (OCR)
no code implementations • 27 Jan 2017 • Dipaloke Saha, Md Saddam Hossain, Md. Saiful Islam, Sabir Ismail
In the history of word clustering, English and some other languages have already implemented some methods on word clustering efficiently.
no code implementations • 25 Sep 2010 • S. M. Kamruzzaman, Firoz Ahmed Siddiqi, Md. Saiful Islam, Md. Emdadul Haque, Mohammad Shamsul Alam
This paper introduces a novel method for human face detection with its orientation by using wavelet, principle component analysis (PCA) and redial basis networks.