Ashim Dey

Most-cited papers

Malignant and Benign Breast Cancer Classification using Machine Learning Algorithms
S. Ara, Annesha Das, Ashim Dey
20212021 International Conference on Artificial Intelligence (ICAI)117 citations
Semantic Scholar
Bangladeshi Banknote Recognition in Real-time using Convolutional Neural Network for Visually Impaired People
Rahnuma Tasnim, Sadia Tasnuva Pritha, Annesha Das, Ashim Dey
20212021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST)27 citations
Semantic Scholar
Development of an Automatic Class Attendance System using CNN-based Face Recognition
Soumitra Chowdhury, Sudipta Nath, Ashim Dey, Annesha Das
20202020 Emerging Technology in Computing, Communication and Electronics (ETCCE)24 citations
Semantic Scholar
Classification of Organic and Solid Waste Using Deep Convolutional Neural Networks
R. Faria, Fahmida Ahmed, Annesha Das, Ashim Dey
20212021 IEEE 9th Region 10 Humanitarian Technology Conference (R10-HTC)23 citations
Semantic Scholar
Applying Machine Learning Classifiers on ECG Dataset for Predicting Heart Disease
A. Hossain, Sabitri Sikder, Annesha Das, Ashim Dey
20212021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI)17 citations
Semantic Scholar
Recognizing Speech Emotion Based on Acoustic Features Using Machine Learning
Abu Saleh Nasim, Rakibul Hassan Chowdory, Ashim Dey, Annesha Das
2021International Conference on Advanced Computer Science and Information System15 citations
Semantic Scholar
A Lightweight Deep Convolutional Neural Network Model for Real-Time Age and Gender Prediction
Md. Nahidul Islam Opu, Tanha Kabir Koly, Annesha Das, Ashim Dey
2020International Conference on Advances in Electronics Computers and Communications15 citations
Semantic Scholar
Developing a LBPH-based Face Recognition System for Visually Impaired People
Md. Golam Mahabub Sarwar, Ashim Dey, Annesha Das
20212021 1st International Conference on Artificial Intelligence and Data Analytics (CAIDA)13 citations
Semantic Scholar
Toward a Machine Learning Approach to Predict the CO2 Rating of Fuel-Consuming Vehicles in Canada
Suborno Deb Bappon, Ashim Dey, Shahriar Mahmud Sabuj, Annesha Das
20222022 25th International Conference on Computer and Information Technology (ICCIT)7 citations
Semantic Scholar
Detection of Malaria Disease Using Image Processing and Machine Learning
M. Hasan, Sabiha Islam, Ashim Dey, Annesha Das +1 more
2021ICO7 citations
Semantic Scholar
Real-time Driver Monitoring System Based on Visual Cues
Ashis K. Pondit, Ashim Dey, Annesha Das
20202020 6th International Conference on Interactive Digital Media (ICIDM)6 citations
Semantic Scholar
A Hybrid Approach of CNN and LSTM to Detect Intrusion in Edge IoT Devices using CatBoost
Md. Al Shahriar, Ashim Dey
20232023 26th International Conference on Computer and Information Technology (ICCIT)5 citations
Semantic Scholar
An Intelligent Model to Suggest Top Productive Seasonal Crops Based on User Location in the Context of Bangladesh
Mohd Zubair, Sibbir Ahmed, Ashim Dey, Annesha Das +1 more
2021Smart Systems: Innovations in Computing5 citations
Semantic Scholar
PlantBuddy: An Android-Based Mobile Application for Plant Disease Detection Using Deep Convolutional Neural Network
Saiful Islam Rimon, M. Islam, Ashim Dey, Annesha Das
2021Artificial Intelligence and Technologies5 citations
Semantic Scholar
Multi-Feature Extraction-Based Phishing Website Detection Using Ensemble Learning
Sadia Islam Nova, Annesha Das, Ashim Dey
20242024 27th International Conference on Computer and Information Technology (ICCIT)4 citations
Semantic Scholar
An Ensemble Approach of Transfer Learning and Vision Transformer to Identify COVID-19 from Chest X-rays
Fahim Shakil Tamim, Z. Taheri, Sudipta Saha Niloy, Ashim Dey +1 more
20242024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE)4 citations
Semantic Scholar
Towards Enhancing Child Safety: A Deep Learning Approach to Detect Child Safe and Unsafe Objects
F. Khan, Ashim Dey
2024IEEE International WIE Conference on Electrical and Computer Engineering4 citations
Semantic Scholar
A YOLO-Based Framework for Road Sign Detection and Recognition in the Context of Bangladesh
M. S. R. Shuvo, Ashim Dey, Mohammad Obaidur Rahman
20242024 IEEE International Conference on Computing, Applications and Systems (COMPAS)3 citations
Semantic Scholar
Development of an IoT-Based Pipe Water Quality Monitoring and Control System for Smart City
Ashim Dey, M. K. Islam, Srijita Dhar
20242024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE)3 citations
Semantic Scholar
Towards Smart Diagnostic: A Multi-Disease Prediction System Leveraging Machine Learning Techniques
Towshin Hossain Tushi, Ashim Dey
20252025 2nd International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM)2 citations
Semantic Scholar
An Integrated Approach of DeepLabV3+ with an Ensemble Backbone for Precise Water Bodies Segmentation in Remote Sensing Imagery
M. S. R. Shuvo, Ashim Dey, Abu Shaleh Md.Toha, Mohammad Obaidur Rahman
20242024 27th International Conference on Computer and Information Technology (ICCIT)2 citations
Semantic Scholar
Toward a Transfer Learning Approach to Detect Face Mask Type in Real-time
Takia Ibnath, Ashim Dey
20232023 3rd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST)2 citations
Semantic Scholar
Maternal Health Risk Classification using Machine Learning: A Study Based on Clinical Data from Bangladesh
Nishant Mitra, Ashim Dey
20262026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)1 citations
Semantic Scholar
CyHy: A Centrality-aware Hybrid Caching Strategy in Information-centric Networking
Ashim Dey, Asaduzzaman, Mohammad Shamsul Arefin
20242024 IEEE International Conference on Signal Processing, Information, Communication and Systems (SPICSCON)1 citations
Semantic Scholar
Towards a Data-Driven Approach for Early Identification of High-Risk Differentiated Thyroid Cancer Using Clinicopathologic Features
Tahmima Hoque Eid, Ashim Dey
20262026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)0 citations
Semantic Scholar
Automated Classification of Regional Bangla Dialects Using Deep Learning and Transformer Models
Imam Abu Zubaer, Ashim Dey
20262026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)0 citations
Semantic Scholar
Predicting Cardiovascular Disease with Ensemble and Calibration-Aware Machine Learning Models for Clinical Decision Support
Abdul Aziz Abid, Ashim Dey
20262026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)0 citations
Semantic Scholar
A Lightweight Ensemble Model for IoT Intrusion Detection on Resource-Constrained Edge Devices
Radiul Walee, Ashim Dey, Annesha Das
2025IEEE International WIE Conference on Electrical and Computer Engineering0 citations
Semantic Scholar
A Temporal Self-Attention Guided Deep Learning Approach for Prognosis of Remaining Useful Life of Aircraft Turbofan Engines
Arupa Barua, Ashim Dey
2025European Conference on Cognitive Ergonomics0 citations
Semantic Scholar
Machine Learning-Based Classification of Phishing Websites: Leveraging Website Behavior and Structure Features
Ramij Wasith Rahat, Ashim Dey, Annesha Das
2025IEEE International WIE Conference on Electrical and Computer Engineering0 citations
Semantic Scholar
Towards Decentralizing the Fashion Industry: A Blockchain-Integrated System to Mitigate Dual Pricing of Branded Apparel
Ahammed Zayed Uddin Rahat, Annesha Das, Ashim Dey
20252025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN)0 citations
Semantic Scholar
DP-Spoof: Detection and Prevention of ARP Spoofing Using Dynamic Port and State Allocation
Anika Akhtar, Ashim Dey, Atiya Masuda Siddika, Asaduzzaman Asaduzzaman
2025European Conference on Cognitive Ergonomics0 citations
Semantic Scholar
Towards a Data-Driven Approach for Early Identification of at-Risk Students in Higher Education
Ahmed Abrar Zayad, Ashim Dey, Annesha Das
2025IEEE International WIE Conference on Electrical and Computer Engineering0 citations
Semantic Scholar
A Machine Learning Approach for Multi-Class Global Weather Classification with Mutual-Information-Driven Features
S. Muntaha, Ashim Dey
2025IEEE International WIE Conference on Electrical and Computer Engineering0 citations
Semantic Scholar
Harnessing AI for Sustainable Agriculture: Predicting Plant Growth in Greenhouse Systems Under Climate Change Pressures
Arka Dutta, Ashim Dey, Annesha Das
2025IEEE International WIE Conference on Electrical and Computer Engineering0 citations
Semantic Scholar
A Hybrid Caching Scheme with Dynamic Forwarding Strategy in Information‐Centric Network
Ashim Dey, Asaduzzaman, M. S. Arefin, P. K. Dhar +1 more
2024IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING0 citations Open access
Semantic Scholar
Toward Developing a Password Breach Detection Technique for Serving the Purpose of Honeywords
Audri Banik, Annesha Das, Ashim Dey
2022IEEE International WIE Conference on Electrical and Computer Engineering0 citations
Semantic Scholar