6 papers
A systematic review of metaheuristics-based and machine learning-driven intrusion detection systems in IoT
Mohammad Shamim Ahsan, Salekul Islam, Swakkhar Shatabda
The widespread adoption of the Internet of Things (IoT) has raised a new challenge for developers since it is prone to known and unknown cyberattacks due to its heterogeneity, flex…
Remote Sensing Image Classification Using Deep Ensemble Learning
Niful Islam, Md. Rayhan Ahmed, Nur Mohammad Fahad +4
Remote sensing imagery plays a crucial role in many applications and requires accurate computerized classification techniques. Reliable classification is essential for transforming…
Design of a Microprocessors and Microcontrollers Laboratory Course Addressing Complex Engineering Problems and Activities
Fahim Hafiz, Md Jahidul Hoq Emon, Md Abid Hossain +3
This paper proposes a novel curriculum for the microprocessors and microcontrollers laboratory course. The proposed curriculum blends structured laboratory experiments with an open…
BanglishRev: A Large-Scale Bangla-English and Code-mixed Dataset of Product Reviews in E-Commerce
Mohammad Nazmush Shamael, Sabila Nawshin, Swakkhar Shatabda +1
This work presents the BanglishRev Dataset, the largest e-commerce product review dataset to date for reviews written in Bengali, English, a mixture of both and Banglish, Bengali w…
DPCSpell: A Transformer-based Detector-Purificator-Corrector Framework for Spelling Error Correction of Bangla and Resource Scarce Indic Languages
Mehedi Hasan Bijoy, Nahid Hossain, Salekul Islam +1
Spelling error correction is the task of identifying and rectifying misspelled words in texts. It is a potential and active research topic in Natural Language Processing because of…
Deep Transfer Learning Based Peer Review Aggregation and Meta-review Generation for Scientific Articles
Md. Tarek Hasan, Mohammad Nazmush Shamael, H. M. Mutasim Billah +5
Peer review is the quality assessment of a manuscript by one or more peer experts. Papers are submitted by the authors to scientific venues, and these papers must be reviewed by pe…