American International University-Bangladesh (AIUB)
Machine Learning, Computer Vision, Algorithms, Image Processing and Natural Language Processing
LinkedIn | diptagomes@gmail.com | Google Scholar | Github
Contact Number: +8801861538531
WRU Profile: https://members.wrunion.org/diptajgomes
Total Number of Publications: 49
Q1: 02 | Q2: 03 | Q3: 08 | Q4: 03
(Q2) Husk Species Classification Using a ViT–DenseNet Hybrid Model with Explainable AI (2026) @SN Computer Science. Link | Paper
(Q1) An explainable ensemble learning framework for ovarian cancer classification using blood biomarkers (2026) @Informatics And Health. Link | Paper
(Q3) Developing a Negative Fractional CountingSort Algorithm for Fast Real Number Sorting (2026) @AJSE. Link | Paper
(Q1) SSC-BanglaTutor: A Curriculum-Aligned Bengali Dataset for Intelligent Tutoring Systems (2026) @Data In Brief. Link | Paper
Hem-CNN: An Efficient Intracranial Hemorrhage Detection Model Using Explainable Deep Learning in Head CT Scan Images (2025) @JCC. Link | Paper
(Q3)FRF-HHO: Early ovarian cancer prediction using explainable fuzzy random forest optimized by Harris Hawks algorithm (2026) @Advances in Biomarker Sciences. Link | Paper
Classification of Food Objects using Deep Convolutional Neural Networks using Transfer Learning (2024) @IJEME. Link | Paper
(Q3) Robust Underwater Fish Detection Using an Enhanced Convolutional Neural Network (2021) @IJIGSP. Link | Paper
(Q3) Discovering Rules for Nursery Students to amplify nursery education in developing countries using Apriori Algorithm (2020) @Bulletin of Electrical Engineering and Informatics. Link | Paper
(Q3) A Comprehensive Study of Real-Time Vacant Parking Space Detection Towards the Need of a Robust Model (2020) @AJSE. Link | Paper
Performance Evaluation of Extended Latency Time Algorithm in different Linux based Operating Systems @IJNTR (2018). Link | Paper
GDR-GNN: A Graph Neural Network Framework for Explainable Hereditary Genetic Disorder Risk Prediction @QPAIN26 IEEE Xplore 2026. Link | Paper
Automated Tea Leaf Disease Classification Using ViT-Resnet with Explainable AI @QPAIN26 IEEE Xplore 2026. Link | Paper
Uncertainty-Aware and Explainable Feature-Level Ensembles for CT-Based Kidney Stone Detection @QPAIN26 IEEE Xplore 2026. Link | Paper
Navigating Stock Market Forecasting: A Comparative Study of Levenberg-Marquardt and BFGS Quasi-Newton Algorithms in Optimizing Feed-Forward Neural Networks @ICCIT IEEE Xplore 2026. Link | Paper
BitterGNN: An Explainable Graph-Based Framework for Bitter Peptide Classification @ICCIT IEEE Xplore 2026. Link | Paper
Explainable Breast Cancer Diagnosis with Vision Transformers and ACOR-Optimized Decision Trees @ICCIT IEEE Xplore 2026. . Link | Paper
Enhanced JAVA Plum Leaf Disease Classification using ShuffleNetV2 and GSA-Tuned Adaboost @IEEE Xplore (2026). Link | Paper
Forecasting Crime Trends in Bangladesh through a Pre and Post2024 political shift analysis using Machine Learning @IEEE Xplore (2026). Link | Paper
Automated Bladder Tissue Classification Using ViTXception with Explainable AI @IEEE Xplore (2026). Link | Paper
(Q2) Automated Classification of Husk Species Using DenseNet121 and Vision Transformer @ICDSAIA Springer CCIS (2026). Link | Paper
Hybrid Vision Transformer Naive Bayes Model for Mosquito Species Recognition with Virus Colony Search Optimization @ QPAIN (2025). Link | Paper
Optimizing Workforce Productivity with TrackMee: An Online Resource Management System @NCIM (2025). Link | Paper
Enhancing Watermelon Disease Detection using Dense-EfficientNet and Explainable AI @ICCIT24 (2025). Link | Paper
An Experimental Analysis on Different Pivot Selection Approaches for the Quicksort Algorithm @ICISET24 (2025). Link | Paper
A Systemic Expansion of Dhaka City using a Voronoi Diagram @STI24 (2025). Link | Paper
Weathering the Forecast: Using Data Mining Techniques to Investigate Temperature’s Effect on Ice Cream Sales @IEOM24 (2025). Link | Paper
Enhancing Bangla Local Speech-to-Text Conversion Using Fine-Tuning Wav2vec 2.0 with OpenSLR and Self-Compiled Datasets Through Transfer Learning @iEOM24 (2025). Link | Paper
Fair Use Policies of Digital Content: Some Observations and Recommendations @ICCA24 (2025). Link | Paper
An Efficient Integrated Negative Fractional Counting Sort Algorithm @COMPAS24 (2024). Link | Paper
Graceful Cascading Labelling Algorithm: Construction of Graceful Labelling of Trees @ICREST21 (2021). Link | Paper
Robust Underwater Object Detection with an Autonomous Underwater Vehicle: A Comprehensive Study @ICCA20 (2020). Link | Paper
Banking Queue Waiting Time prediction based on predicted service time using Support Vector Regression @ICAKM20(2020). Link | Paper
Digital Twin-Driven Innovation in Autonomous Vehicle Systems Through Modelling, Prototyping, and Lifecycle Optimization @IGI Global 2026. Link | Paper
Securing the Future: Enhancing Cybersecurity and Resilience in Digital and Software Supply Chains @IGI Global 2026. Link | Paper
Technological Advances in Generative and Explainable AI for Next-Generation Cyber Defense @IGI Global 2026. Link | Paper
A Comprehensive Study on the Ethical Perspective of Integration of Agentic AI for Autonomous Vehicles @IGI Global 2026. Link | Paper
(Q4) Vision Language Models in Healthcare Through a Multimodal Approach to Medical Imaging and Clinical Applications @IGI Global 2026. Link | Paper
(Q4) Harnessing AI for Seamless E-Collaboration in Healthcare Through Building Smarter, Connected, and Patient-Centric System @IGI Global 2026. Link | Paper
(Q3) Framework for Robust and Interpretable Yield-Risk Classification Using Country–Year–Crop Data (X-AMLF) @IGI Global 2026. Link | Paper
(Q4) Transforming Science Education Through Generative AI Through Adaptive Learning, Ethical Practices, and Inclusive Curriculum Design @IGI GLobal 2026. Link | Paper
Synthetic Healthcare Data in Generation, Validation, and Integration for Ethical and Scalable Health Innovation @IGI Global (2026). Link | Paper
Securing Patient Privacy and Data Protection by Federated Learning in AI-Driven Healthcare @IGI Global (2026). Link | Paper
(Q3) IoMT Architecture for Healthcare: Integration, Security, and Real-Time Decision Support @IGI Global (2026). Link | Paper
(Q3) Enhancing Capabilities and Security Features of Drone Networks through Machine Learning: A Comprehensive Overview @Springer Nature (2025). Link | Paper
Innovative Approaches to Tomato Leaf Disease Detection Bridging Tradition and Technology @IGI Global (2025). Link | Paper
Smart Agriculture Using Advanced Tea Leaf Quality Assessment with Deep Learning @IGI Global (2025). Link | Paper
AI-Driven Insights Into Revolutionizing Poultry Farming With Behavioral Monitoring and Ethical Management @IGI Global (2025). Link | Paper
(Q2) A Comprehensive Study of Advancements in Intelligent Tutoring Systems through Artificial Intelligence Education Platforms @IGI Global (2024). Link | Paper
Assistant Professor, Department of Computer Science, American International University-Bangladesh
Lecturer, Department of Computer Science, AIUB
Assistant Professor, Daffodil International University
Md. Sayem Kabir
Md. Owafeeuzzaman Patwary
Sk Muktadir Hossain
Instructor (AIUB)
Ahmed Imtiaz
M.Sc. (UKM)
Saif Mostasir Rohan
Sadman Samir Rafith