Researches

Dipta Justin Gomes

Assistant Professor, Department of Computer Science

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

ORCiD: https://orcid.org/0000-0003-3019-6051

Website | CV Link | AIUB Website

Completed Researches

Conference Publications:

Enhanced JAVA Plum Leaf Disease Classification using ShuffleNetV2 and GSA-Tuned Adaboost @IEEE Xplore (2026). Link
Forecasting Crime Trends in Bangladesh through a Pre and Post2024 political shift analysis using Machine Learning @IEEE Xplore (2026). Link
Automated Bladder Tissue Classification Using ViTXception with Explainable AI @IEEE Xplore (2026). Link
Automated Classification of Husk Species Using DenseNet121 and Vision Transformer @ICDSAIA Springer CCIS (2026). Link
Hybrid Vision Transformer Naive Bayes Model for Mosquito Species Recognition with Virus Colony Search Optimization @ QPAIN (2025). Link
Optimizing Workforce Productivity with TrackMee: An Online Resource Management System @NCIM (2025). Link
Enhancing Watermelon Disease Detection using Dense-EfficientNet and Explainable AI @ICCIT24 (2025). Link
An Experimental Analysis on Different Pivot Selection Approaches for the Quicksort Algorithm @ICISET24 (2025). Link
A Systemic Expansion of Dhaka City using a Voronoi Diagram @STI24 (2025). Link
Weathering the Forecast: Using Data Mining Techniques to Investigate Temperature’s Effect on Ice Cream Sales @IEOM24 (2025). Link
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
Fair Use Policies of Digital Content: Some Observations and Recommendations ICCA24 (2025). Link
An Efficient Integrated Negative Fractional Counting Sort Algorithm COMPAS 24 (2024). Link
Graceful Cascading Labelling Algorithm: Construction of Graceful Labelling of Trees ICREST21 (2021). Link
Robust Underwater Object Detection with an Autonomous Underwater Vehicle: A Comprehensive Study ICCA20 (2020). Link
Banking Queue Waiting Time prediction based on predicted service time using Support Vector Regression (2020). Link

Journal Publications:

FRF-HHO: Early ovarian cancer prediction using explainable fuzzy random forest optimized by Harris Hawks algorithm. Link
Hem-CNN: An Efficient Intracranial Hemorrhage Detection Model Using Explainable Deep Learning in Head CT Scan Images (2025). Link
Classification of Food Objects using Deep Convolutional Neural Networks using Transfer Learning (2024). Link
Robust Underwater Fish Detection Using an Enhanced Convolutional Neural Network (2021). Link
Discovering Rules for Nursery Students to amplify nursery education in developing countries using Apriori Algorithm (2020). Link
A Comprehensive Study of Real-Time Vacant Parking Space Detection Towards the Need of a Robust Model (2020). Link
Performance Evaluation of Extended Latency Time Algorithms in Different Linux-Based Operating Systems (2018). Link

Book Chapters:

Transforming Science Education Through Generative AI Through Adaptive Learning, Ethical Practices, and Inclusive Curriculum Design @IGI GLobal 2026. Link
Synthetic Healthcare Data in Generation, Validation, and Integration for Ethical and Scalable Health Innovation @IGI Global (2026). Link
Securing Patient Privacy and Data Protection by Federated Learning in AI-Driven Healthcare @IGI Global (2026). Link
IoMT Architecture for Healthcare: Integration, Security, and Real-Time Decision Support @IGI Global (2026). Link
Enhancing Capabilities and Security Features of Drone Networks through Machine Learning: A Comprehensive Overview @Springer Nature (2025). Link
Innovative Approaches to Tomato Leaf Disease Detection Bridging Tradition and Technology @IGI Global (2025). Link
Smart Agriculture Using Advanced Tea Leaf Quality Assessment with Deep Learning @IGI Global (2025). Link
AI-Driven Insights Into Revolutionizing Poultry Farming With Behavioral Monitoring and Ethical Management @IGI Global (2025). Link
A Comprehensive Study of Advancements in Intelligent Tutoring Systems through Artificial Intelligence Education Platforms @IGI Global (2024). Link

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Accepted Research

SSC-BanglaTutor: A Curriculum-Aligned Bengali Dataset for Intelligent Tutoring Systems @ Data-In-Brief.
Enhancing Dengue Outbreak Prediction in Bangladesh: A Weighted Average Ensemble Machine Learning Approach @ MJSAT.
Securing the Future: Cybersecurity and Resilience in Digital and Software Supply Chains @IGI GLobal
Technological Advances in Generative and Explainable AI for Next-Generation Cyber Defense @IGI Global.
Navigating Stock Market Forecasting @ICCIT 2025.
BitterGNN: An Explainable Graph-Based Framework for Bitter Peptide Classification. @ICCIT 2025
Explainable Breast Cancer Diagnosis with Vision Transformers and ACOR-Optimized Decision Trees @ICCIT 2025
Artificial Intelligence for EEG Biomarker Discovery in Emotional Disorders @Taylor&Francis. Link
Enhancing Dengue Outbreak Prediction in Bangladesh: A Weighted Average Ensemble Machine Learning Approach @MJSAT. Link
Automated Bladder Tissue Classification Using ViTXception with Explainable AI @STI2025. Link
Harnessing AI for Seamless E-Collaboration in Healthcare through Building Smarter, Connected, and Patient-Centric Systems @IGI Global. Link
Developing a Negative Fractional Counting Sort Algorithm for Fast Real Number Sorting @ AJSE (2025). Link
Automated Classification of Husk Species Using DenseNet121 and Vision Transformer @ ICDSAIA (2025). Link
Visualizing Research Trends in Online and Remote Learning Before and After the Covid-19 Pandemic @ BIM (2025). Link
Enhancing Jackfruit Leaf Diseases Classification using Res-NASNet model with XAI @ BIM (2025). Link
PsoriaNET: An Attention-Based Deep Convolutional Neural Network for Automated Psoriasis Detection with Explainable AI (2025). Link
Forecasting Crime Trends in Bangladesh Through a Pre and Post 2024 Political Shift Analysis Using Machine Learning @ COMPAS 2025.Link
Enhanced Java Plum Leaf Disease classification Using ShuffleNetV2 and GSA-Tuned AdaBoost @ COMPAS 2025. Link

Pre-prints

A Lightweight Hybrid CNN Model for Classification of Arsenic-Induced Skin Lesions. Link
An Explainable Machine Learning Framework for Obesity Classification with Optimized Support Vector Machines. Link
Psorianet: An Attention-Based Deep Convolutional Neural Network for Automated Psoriasis Detection with Explainable AI. Link
A Hybrid Optimization and Tree-Based Learning Framework for Dengue Diagnosis Using Hematological Data. Link

Ongoing Researches:

Observing Medical Conditions and Dietary Patterns Through External Sensors and Smart Shoes: A Fusion of ML and IoT Technologies : ONGOING
Enhancing Sunflower Disease Classification with Explainable ResDenseNet : ONGOING
Enhancing Ovarian Cancer Classification using FITNet and Explainable AI : ONGOING
Labeo rohita Fish Freshness Classification using Parallel-CNN with Explainable AI: A Comparative Study : ONGOING
Computer Science Co-Authorship Network in Bangladesh: An Analytical Approach: ONGOING
Comparative Analysis of YOLO Models for Enhanced Brain Tumor Detection: A Focus on YOLOv8, YOLOv10, and YOLOv11: ONGOING
Efficient Image Graph Representation and Feature Extraction: ONGOING
Graceful Cascading Algorithm towards solving the graceful labelling problem: ONGOING

Underwater Vehicles Advancements, Challenges, and Ethical Considerations in Marine Exploration : ONGOING
Enhancing Activity Detection in Assisted Living: A Hybrid Approach Using Ensemble Learning and Deep Neural Networks : ONGOING
Navigating Stock Market Forecasting: Challenges, Techniques, and Neural Network Optimization : ONGOING
A Feasibility Study of VLSI algorithms in the fields of Nano-technology : ONGOING
EEG Signal Decoding for Cognitive and Motor Task Classification: ONGOING
Optimization of Image compression with respect to Cloud Services : ONGOING
Leveraging Cloud Computing for Academic Excellence: A Sustainable SaaS Model for Bangladeshi Universities : ONGOING
Graph-Based Image Representation: A Comprehensive Review of Feature Extraction: ONGOING
A Comprehensive Analysis of CAPTCHA Systems: Performance, Security, and User Perspectives: ONGOING
Optimizing F-commerce Data through PCA and Analyzing Consumer Preferences for Product Negotiation: ONGOING
Rectangular Drawing of Non Planar Graph : ONGOING
The Future of Mental Healthcare: Leveraging AI Classification to Optimize Treatment Outcomes. OINGOING

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