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Artificial Intelligence and Machine Learning

Discover more about our department, programs, and initiatives.

Research Area

Reinforcement Learning

Generative AI

Explainable AI (XAI)

Transfer Learning

Continual Learning

Bayesian Learning

Knowledge Representation and Reasoning

Visual SLAM (Simultaneous Localization and Mapping)

Planning and Decision Making

Swarm Robotics

Cognitive Computing

Evolutionary Algorithms

Online Learning

Overview

This research cell focuses on developing intelligent systems capable of learning, adapting, and decision-making across real-world scenarios. Drawing from computer science, mathematics, and cognitive science, members explore foundational theories and practical applications, creating systems that perceive environments, reason under uncertainty, and improve autonomously through experience.

Research Members

Mr. Md. Solaiman Mia

Assistant Professor

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Ms. Tanpia Tasnim

Lecturer

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Ms. Babe Sultana

Lecturer

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Most. Rokeya Khatun

Lecturer

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Mr. Md. Parvez Hossain

Lecturer

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Ms. Fatema Akter

Lecturer

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Ms. Abida Sultana

Lecturer

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Mr. Md. Zahidul Hasan

Lecturer

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Mr. Md. Shoab Alam

Lecturer

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Publications

Enhanced Speech Emotion Recognition Using Hybrid ConvLSTM Model

IEEE

DOI: https://doi.org/10.1109/QPAIN66474.2025.11171908

Publication Date:

Enhancing Tree-Based Keyphrase Extraction Technique using Embedding Technique

IEEE

DOI: https://doi.org/10.1109/STI64222.2024.10951078

Publication Date:

Winnowing Wrapper Method: An Efficient Feature Selection Technique

IEEE

DOI: https://doi.org/10.1109/STI64222.2024.10951155

Publication Date:

Pneumonia Detection from Chest X-ray Images using Convolutional Neural Network

IEEE

DOI: https://doi.org/10.1109/iCACCESS61735.2024.10499549

Publication Date:

Smart Decision Maker and Monitoring System for Modern Agriculture based on Internet of Things

IEEE

DOI: https://doi.org/10.1109/iCACCESS61735.2024.10499457

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A Sign Language Recognition System for Helping Disabled People

IEEE

DOI: https://doi.org/10.1109/STI59863.2023.10465011

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Multimodal Speech Emotion Recognition using Deep Learning and the Impact of Data Balancing

IEEE

DOI: https://doi.org/10.1109/STI59863.2023.10464522

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A System for Decentralized and Securely Sharing Patient Data using Blockchain Technology

IEEE

DOI: https://doi.org/10.1109/STI59863.2023.10465082

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Revolutionizing Agriculture: An IoT-Driven ML-Blockchain Framework 5.0 for Optimal Crop Prediction

IEEE

DOI: https://doi.org/10.1109/STI59863.2023.10464478

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Prediction of Depression and Anxiety on University Students in Bangladesh using Machine Learning

IEEE

DOI: https://doi.org/10.1109/STI59863.2023.10465126

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Carbon Emission Measurement on Traffic Vehicles of Bangladesh for Monitoring Pollution using IoT

IEEE

DOI: https://doi.org/10.1109/EICT61409.2023.10427834

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Evaluate Effectiveness of NAO Robot to Train Children with Autism Spectrum Disorder (ASD)

IEEE

DOI: https://doi.org/10.1109/CogMI58952.2023.00032

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Fake Website Detection Using Machine Learning Algorithms

IEEE

DOI: https://doi.org/10.1109/ICDATE58146.2023.10248584

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A Systematic Approach for Enhancing Software Defect Prediction Using Machine Learning

IEEE

DOI: https://doi.org/10.1109/NCIM59001.2023.10212500

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Detection and Identification of Rice Pests Using Memory Efficient Convolutional Neural Network

IEEE

DOI: https://doi.org/10.1109/ICCECE51049.2023.10084936

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An Energy Efficient Model of Software Development Life Cycle for Mobile Application

IEEE

DOI: https://doi.org/10.1109/STI56238.2022.10103246

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Risk Analysis and Support System for Autistic Children using IoT

IEEE

DOI: https://doi.org/10.1109/STI56238.2022.10103277

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An Application Programming Interface to Recognize Emotion using Speech Features

IEEE

DOI: https://doi.org/10.1109/STI56238.2022.10103302

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Detection, Prevention and Emergency Solution of Road Accidents in Bangladesh using IoT

IEEE

DOI: https://doi.org/10.1109/ISITDI55734.2022.9944436

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Effect of Dopants on ZnO Surface for Electronic Properties and Gas Sensor Application

IEEE

DOI: https://doi.org/10.1109/STI53101.2021.9732607

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Predicting the Outcome of English Premier League Matches using Machine Learning

IEEE

DOI: https://doi.org/10.1109/STI50764.2020.9350327

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GreenFarm: An IoT-Based Sustainable Agriculture with Automated Lighting System

Springer

DOI: https://doi.org/10.1007/978-981-19-3679-1_43

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A New Association Rule Mining Technique

Springer

DOI: https://doi.org/10.1007/978-3-032-04657-4_33

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Enhanced CNN with Special Attention Module and Explainable AI for Advanced Skin Cancer Detection

IEEE

DOI: https://doi.org/10.1109/BECITHCON69222.2025.11504123

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A Hybrid Framework for Enhanced Early Diabetes Prediction using Explainable AI

IEEE

DOI: https://doi.org/10.1109/BECITHCON69222.2025.11503965

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Multimodal Lie Detection Using Speech and Video with Deep Neural Networks

IEEE

DOI: https://doi.org/10.1109/ICCIT68739.2025.11491197

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SHAP-Based Explainable AI Model for Early Detection of Cardiovascular Disease

IEEE

DOI: https://doi.org/10.1109/WIECON-ECE69386.2025.11526184

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Air Pollution Monitoring and Prediction using Big Data Analytics and Machine Learning

Springer

DOI: https://doi.org/10.2991/978-94-6239-664-7_84

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RANSEC: Hybrid Ensemble Learning-based Secure Approach for Ransomware Detection in Cyber-Physical Defence Systems

https://jastt.org/index.php/jasttpath/article/view/555

DOI: https://doi.org/10.38094/jastt71555

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Enhancing engineering student engagement and learning outcomes through WebVR and wearable sensor integration with immersive learning

https://link.springer.com/article/10.1007/s43621-025-01436-x

DOI: https://doi.org/10.1007/s43621-025-01436-x

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Internet of things sensors and support vector machine integrated intelligent irrigation system for agriculture industry

https://link.springer.com/article/10.1007/s43621-024-00179-5

DOI: https://doi.org/10.1007/s43621-024-00179-5

Publication Date:

Smart E-Health System for Heart Disease Detection Using Artificial Intelligence and Internet of Things Integrated Next-Generation Sensor Networks

https://onlinelibrary.wiley.com/doi/10.1155/2023/6383099

DOI: https://doi.org/10.1155/2023/6383099

Publication Date:

Efficient Techniques for Fault Detection and Correction of Reversible Circuits

https://link.springer.com/article/10.1007/s10836-017-5679-4

DOI: https://doi.org/10.1007/s10836-017-5679-4

Publication Date:

Design of a Compact Reversible Fault Tolerant Division Circuit

https://www.sciencedirect.com/science/article/abs/pii/S0026269216000161

DOI: https://doi.org/10.1016/j.mejo.2016.01.003

Publication Date:

Reinforcement-Based Person-Specific Training for Children with Autism Using a Humanoid Robot NAO

https://www.mdpi.com/2218-6581/15/4/66

DOI: https://doi.org/10.3390/robotics15040066

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OnlineShop.Com – An E-commerce Website

DOI: https://doi.org/10.5281/zenodo.3930171

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Efficient Mobile Video-on-Demand with Hand-off Support

DOI: https://doi.org/10.5281/zenodo.3930165

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Detection of Brain Stroke from CT Scan Image

DOI: https://doi.org/10.13140/RG.2.2.26552.49922

Publication Date:

Applications of the Internet of Things (IoT) for Developing Sustainable Agriculture: A Review

https://www.banglajol.info/index.php/GUBJSE/article/view/62326

DOI: https://doi.org/10.3329/gubjse.v8i1.62326

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A Novel Design of Reversible Programmable Read Only Memory

https://zenodo.org/record/3930186#.Y3IXEnZBxPY

DOI: https://doi.org/10.5281/zenodo.3930186

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An Extended Review on Reversible Logic Gates and Their Implementation

https://zenodo.org/record/3930180#.Y3IXqXZBxPY

DOI: https://doi.org/10.5281/zenodo.3930180

Publication Date:

Energy Efficient Routing Protocol for Sensing Data

https://www.ijcaonline.org/archives/volume170/number6/28075-2017914858

DOI: https://doi.org/10.5120/ijca2017914858

Publication Date:

Fast Multiplication Approach Using a Tree-Based Structure

https://jae-tech.com/index.php/jaet/article/view/19

DOI: https://doi.org/10.55447/jaet.04.01.19

Publication Date:

Application of IoT for Developing Sustainable and Smart Farming

https://universepg.com/journal-details/365

DOI: https://doi.org/10.34104/ajeit.021.078089

Publication Date:

Thermal-Aware Resource Management for Green Cloud and Edge Infrastructures

https://submissions.adroidjournals.com/index.php/ijssic/article/view/174

DOI: https://doi.org/10.63503/j.ijssic.2025.174

Publication Date:

Cognitive Radio and Signal Processing Approaches for Energy-Efficient Next-Generation Wireless Networks

https://submissions.adroidjournals.com/index.php/ijssic/article/view/177

DOI: https://doi.org/10.63503/j.ijssic.2025.177

Publication Date:

Feature fusion deep learning approach for detection and grading assessment of cataracts from fundus images

DOI: https://doi.org/10.1007/s44163-026-01483-x

Publication Date:

Cryptanalysis of an Authentication Protocol for Edge-Centric Maritime Transportation Systems

https://www.icck.org/article/abs/jrsc.2026.765456

DOI: https://doi.org/10.62762/JRSC.2026.765456

Publication Date:

Design a Reversible Fault Tolerant Programmable Array Logic: An Efficient Approach

DOI:

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Study of Speckle Noise Reduction from Ultrasound B- mode Images Using Different Filtering Techniques

IEEE

DOI: https://doi.org/10.1109/ICAEE.2017.8255358

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A study on coronary disease prediction using boosting-based ensemble machine learning approaches

IEEE

DOI: https://doi.org/10.1109/ICIET48527.2019.9290600

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An ensemble hard voting model for cardiovascular disease prediction

IEEE

DOI: https://doi.org/10.1109/STI50764.2020.9350514

Publication Date:

Credit Card Fraud Detection Techniques: A Comparative Analysis

IEEE

DOI: https://doi.org/10.1109/ICCIT57492.2022.10054883

Publication Date:

Pediatric Bone Age Prediction Using Deep Learning

IEEE

DOI: https://doi.org/10.1109/ICCIT60459.2023.10441258

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Investigation of Polycystic Ovary Syndrome (PCOS) Diagnosis Using Machine Learning Approaches

IEEE

DOI: https://doi.org/10.1109/STI59863.2023.10465079

Publication Date:

Road accidents severity prediction using a voting-based ensemble ML model

Springer Nature Singapore

DOI: https://doi.org/https://doi.org/10.1007/978-981-99-8937-9_53

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ThyroStack: A Stacking Model for Thyroid Disease Prediction

IEEE

DOI: https://doi.org/10.1109/STI64222.2024.10951130

Publication Date:

AquaAugmentor: A Novel Feature Augmentation Algorithm for Water Potability Prediction

IEEE

DOI: https://doi.org/10.1109/STI64222.2024.10951101

Publication Date:

A Novel Approach to Menstrual Cycle Prediction Using GAN-Generated Data and Transformer Model for Tabular Data

IEEE

DOI: https://doi.org/10.1109/WIECON-ECE64149.2024.10915155

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Tabular Deep Learning vs Classical Machine Learning for Urban Land Cover Classification

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Self- Adaptive Incremental Learning-Based Real-Time Smart Drip Irrigation Management Using IoT and Mobile Application

DOI: https://doi.org/https://doi.org/10.1016/j.atech.2026.101858

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An Improved Hybrid Filtering for Movie Recommendation System Using ML Approaches

DOI: https://doi.org/http://dx.doi.org/10.12785/ijcds/1571147412

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Classification of Bangla Alphabets Phoneme based on Audio Features using MLPC & SVM

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Detection and Segmentation of Breast Tumor from MRI Images Using Image Processing Techniques

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Enhancing Bangla-English Code-Mixed Sentiment Analysis with Cross-Lingual Word Replacement and Data Augmentation

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Bilingual Spam SMS detection using Machine Learning

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[PDF] from researchgate.net An Extensive Karnaugh Mapping Tool for Boolean Expression Simplification

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A Framework to Figure Out Breast Cancer Cells Using Ultrasound Images

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Multi-Mode Project Scheduling with Limited Resource and Budget Constraints

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A Corpus Based SQL Formation From Bangla Language Using Neural Machine Translation

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BnBorno-MNet: A MobileNetV2 Architecture for Bangla Handwritten Character Recognition

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Enhancing Procurement Efficiency: An Intelligent System with Real-Time Bid Management and Automatic Supplier Assessment

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An Ensemble of Machine Learning Models for Classifying Bangla-English Code-Mixed SMS as Spam or Ham

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Comparison analysis of Bangla news articles classification using support vector machine and logistic regression

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BanSpEmo: a Bangla audio dataset for speech emotion recognition and its baseline evaluation

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BdRegionText: Resource Creation and Evaluation for Bangla Regional Text Classification with Machine Learning

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A hybrid approach for Bangla regional text classification using region-specific lexical oversampling and BERT ensemble learning

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Bangla Handwritten Character Recognition using Convolutional Neural Network

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SSGTA: A Novel Swap Sequence based Game Theory Algorithm for Traveling Salesman Problem

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Efficient IoT based Weather Station

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Function Optimization using Evolutionary Game Theory Algorithm

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Enhancing Procurement Efficiency: An Intelligent System with Real-Time Bid Management and Automatic Supplier Assessment

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Data Mining Technique to Analyse and Predict Crime using Crime Categories and Arrest Records

DOI:

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An Improved Deep Learning Model for Early Stage Lung Cancer Detection from CT Scan Images

IEEE

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A 3D CNN Model with Multi-Feature Fusion for Enhancing Human Emotion Recognition from Speech

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Mirror Text Classification from Image using Machine Learning Techniques

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Enhanced Road Lane Marking Detection System: A CNN-Based Approach for Safe Driving

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A Robust Approach to Identify Banglish Words using Bangla Scripts

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Automatic Animated Bangla Sign Language Gestures Generation from Bangla Text and Voice

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A Rule Based System for Bangla Voice and Text to Bangla Sign Language Interpretation

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Human Activity Recognition System From Different Poses With CNN

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Human Robot Interaction System for Behavioral Improvement of Autistic Children

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Vehicle Registration and Information Management using Blockchain based Distributed Ledger from Bangladesh Perspective

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A Hybrid LSTM CNN Model with Efficient Channel Attention for Enhanced Human Activity Recognition using Wearable Sensors

DOI: https://doi.org/https://doi.org/10.1007/s42452-025-07896-0

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Recognition of Bangla and English Words in Bengali Texts Using a Modified BERT-base-NER Model

DOI: https://doi.org/https://doi.org/10.52866/2788-7421.1334

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Performance Evaluation of Optimal Ensemble Learning Approaches with PCA and LDA-based Feature Extraction for Heart Disease Prediction

DOI: https://doi.org/https://doi.org/10.1016/j.bspc.2024.107138

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Tabular and Graph-Based Representations for Noise and Missing Data in Robust Machine Learning

DOI: https://doi.org/https://doi.org/10.1016/j.array.2026.100697

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A Comparative Analysis Of Convolutional Neural Networks For Trash Classification

DOI: https://doi.org/https://doi.org/10.3329/gubjse.v8i1.62327

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Real-Time Computer Vision Based Bangla Vehicle License Plate Recognition using Contour Analysis and Prediction Algorithm

DOI: https://doi.org/https://doi.org/10.1142/S021946782150042X

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An Extensive Online Examination System With Automatic Assessment Technique

DOI: https://doi.org/https://doi.org/10.3329/gubjse.v6i1.52051

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Towards trustworthy brain stroke diagnosis using a lightweight explainable deep learning framework for CT imaging

DOI: https://doi.org/https://doi.org/10.1038/s41598-026-55903-0

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Myocardial Infarction Detection through Multiview Echocardiography Optimizing Deep Learning-Based Models

DOI: https://doi.org/https://doi.org/10.1109/ACCESS.2026.3706577

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A machine learning approach to predict autism spectrum disorder (ASD) for both children and adults using feature optimization

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An Ethereum blockchain-based healthcare system using smart contract

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DROM: read only memory storage in DNA computing

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QPROM: Quantum Nanotechnology for Data Storage Using Programmable Read Only Memory

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Field Programmable Gate Array in DNA Computing

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QRAM: quantum technology for random access memory

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Programmable logic array in quantum computing

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Optimized Reversible Design for Programmable Array Logic Based on Quantum Computing Nanotechnology

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QMPROM: Quantum technology for multivalued qubit storage using programmable read only memory

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MDPROM: Multiple-Valued Data Storage Using Programmable Read Only Memory in DNA Computing

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QMPROM: Quantum Technology for Multivalued Qubit Storage using Programmable Read Only Memory;

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"Stroke Prediction Using Ensemble Machine and Deep Learning Models.

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Real-Time Computer Vision Based Autonomous Navigation System for Assisting Visually Impaired People using Machine Learning

DOI: https://doi.org/https://doi.org/10.1109/STI56238.2022.10103268

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“Smart Agriculture System for Plant Disease Detection and Irrigation Management using Machine Learning and IoT

DOI: https://doi.org/https://doi.org/10.1109/STI59863.2023.10465227

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A Computer Vision and IoT Based Smart Stick for Assisting Vision-Impaired People

DOI: https://doi.org/https://doi.org/10.1109/STI59863.2023.10465144

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Design and Optimization of an Offline AI Model for Enhancing Student Learning and Academic Assistance

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An Efficient Attention-based Deep Learning Model for Masked and Unmasked Face Recognition

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Artificial Intelligence and Machine Learning

Research Area

Overview

Research Members

Mr. Md. Solaiman Mia

Ms. Tanpia Tasnim

Ms. Babe Sultana

Most. Rokeya Khatun

Mr. Md. Parvez Hossain

Ms. Fatema Akter

Ms. Abida Sultana

Mr. Md. Zahidul Hasan

Mr. Md. Shoab Alam

Publications

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