Advanced Machine Intelligence Research and Development

Research Publications

Exploring the frontiers of artificial intelligence through innovative research and development

348

Total Publications

215

Journal Articles

Conference Papers

4020

Total Citations

Journal Article2025

An Enhanced LSTM Approach for Detecting IoT-Based DDoS Attacks Using Honeypot Data

AKB Arnob, MF Mridha, M Safran, M Amiruzzaman, MR Islam

International Journal of Computational Intelligence Systems 18 (1), 1-22

Journal Article2025

Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies

MDSM Bhuiyan, MDAL Rafi, GN Rodrigues, MDNH Mir, A Ishraq, and others

Array, 100390

Journal Article2025

Mpox-XDE: an ensemble model utilizing deep CNN and explainable AI for monkeypox detection and classification

D Kumar Saha, S Rafi, MF Mridha, S Alfarhood, M Safran, MM Kabir, and others

BMC Infectious Diseases 25 (1), 403

Preprint2025

MobilePlantViT: A Mobile-friendly Hybrid ViT for Generalized Plant Disease Image Classification

MR Tonmoy, MM Hossain, N Dey, MF Mridha

arXiv preprint arXiv:2503.16628

Journal Article2025

An Enhanced Deep Learning Approach to Potential Purchaser Prediction: AutoGluon Ensembles for Cross-Industry Profit Maximization

HA Shoaib, MA Rahman, J Maua, A Rahman, MF Mridha, P Kim, J Shin

IEEE Open Journal of the Computer SocietyCitations: 1

Journal Article2025

A Dual Output Temporal Convolutional Network with Attention Architecture for Stock Price Prediction and Risk Assessment

AK Biswas, MSA Bhuiyan, MNH Mir, A Rahman, MF Mridha, MDR Islam, and others

IEEE Access

Preprint2025

Multimodal Programming in Computer Science with Interactive Assistance Powered by Large Language Model

RD Gupta, MT Hosain, MF Mridha, SU Ahmed

arXiv preprint arXiv:2503.06552

Journal Article2025

From image classification to segmentation: a comprehensive empirical review

JR Jim, MJ Hossain, A Das, MM Kabir, MF Mridha

Iran Journal of Computer Science, 1-31

Preprint2025

Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention

MA Jahin, S Shahriar, MF Mridha, N Dey

arXiv preprint arXiv:2503.01284

Preprint2025

CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection

MA Jahin, S Soudeep, MF Mridha, R Kabir, MR Islam, Y Watanobe

arXiv preprint arXiv:2503.00961

Journal Article2025

Attention mechanism‐based ultralightweight deep learning method for automated multi‐fruit disease recognition system

MR Tonmoy, MA Adnan, SMR Al Masud, M Safran, S Alfarhood, J Shin, and others

Agronomy Journal 117 (2), e70035

Journal Article2025

Revolutionizing Brain Tumor Detection Using Explainable AI in MRI Images

M Ariful Islam, MF Mridha, M Safran, S Alfarhood, M Mohsin Kabir

NMR in Biomedicine 38 (3), e70001Citations: 1

Journal Article2025

EmoNet: Deep Attentional Recurrent CNN for X (formerly Twitter) Emotion Classification.

MS Hossain, MM Hossain, MS Hossain, MF Mridha, M Safran, and others

IEEE Access

Journal Article2025

Enhancing Typhoid Fever Diagnosis Based on Clinical Data Using a Lightweight Machine Learning Metamodel

FA Nishat, MF Mridha, I Mahmud, M Alfarhood, M Safran, D Che

Diagnostics 15 (5), 562

Journal Article2025

Deep learning-based classification, detection, and segmentation of tomato leaf diseases: A state-of-the-art review

A Das, F Pathan, JR Jim, MM Kabir, MF Mridha

Artificial Intelligence in Agriculture

Journal Article2025

CRT: a Convolutional Recurrent Transformer for automatic sleep state detection

SM Nuruzzaman Nobel, SM Masfequier Rahman Swapno, and others

IEEE Journal of Biomedical and Health Informatics

Journal Article2025

XLTLDisNet: A Novel and Lightweight Approach to Identify Tomato Leaf Diseases with Transparency

A Das, F Pathan, JR Jim, MR Ouishy, MM Kabir, MF Mridha

Heliyon

Journal Article2025

Joint Topic-Emotion Modeling in Financial Texts: A Novel Approach to Investor Sentiment and Market Trends

MNH Mir, MSM Bhuiyan, M Al Rafi, GN Rodrigues, MF Mridha, MA Hamid, and others

IEEE AccessCitations: 4

Journal Article2025

A hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales Forecasting

MDAL Rafi, GN Rodrigues, MDNH Mir, MDSM Bhuiyan, MF Mridha, and others

IEEE Open Journal of the Computer SocietyCitations: 5

Journal Article2025

LeafDNet: Transforming Leaf Disease Diagnosis Through Deep Transfer Learning

T Sultan, MS Chowdhury, N Jahan, MF Mridha, S Alfarhood, M Safran, and others

Plant Direct 9 (2), e70047

Showing 1-20 of 348 publications