Vol. 9 No. 5 (2025): IJIMAI 2025 - Regular Issue.

The International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI) provides a forum for researchers and professionals to share the latest advances in artificial intelligence (AI) and its applications. This December issue brings together contributions that showcase diverse uses of AI, ranging from spatio-temporal prediction in cities and communication networks to educational analytics and deep learning-assisted medical diagnosis, as well as cultural heritage, 3D modeling, and security in the Internet of Things (IoT).

Published: 2025-11-28

Regular Articles

Editor's Note

Xiomara Patricia Blanco Valencia

3-4
- PDF
- Abstract 3
- PDF 2
A 2D Clustering Based Hotspot Identification Approach for Spatio-Temporal Crime Prediction

Muhammad Faisal Buland Iqbal, Aman Ullah, Ahmed Alhomoud, Tariq Hussain, Razaz Waheeb Attar, Jianquan Ouyang, Mrim M. Alnfiai, Wesam Atef Hatamleh

6-16
- PDF
- Abstract 110
- PDF 1
IAtraj: Multi-Modal Trajectory Prediction Through Contextual Information Spatio-Temporal Interaction and Awareness

Xiaoliang Wang, Lian Zhou, Kuan Ching Li, Shiqi Zheng, Huijing Fan

17-28
- PDF
- Abstract 83
- PDF 1
A Sustainable Deep Learning Paradigm for Reliable Energy Prediction in Next-Gen Consumer Electronics

Gwanggil Jeon, Imran Ahmed, Sanghoon Han

29-39
- PDF
- Abstract 101
- PDF 2
On the Use of Large Language Models at Solving Math Problems: A Comparison Between GPT-4, LlaMA-2 and Gemini

Alejandro L. García Navarro, Nataliia Koneva, José Alberto Hernández, Alfonso Sánchez-Macián

40-50
- PDF
- Abstract 129
- PDF 1
A Realtime Classroom Assessment System for Analysis of Students’ Evaluation of Teaching Through a Deep Learning and Emotional Contagion Mechanism

Kuan Cheng Lin, Ya Hsuan Lin, Mu Yen Chen

51-59
- PDF
- Abstract 120
- PDF 0
Posture Estimation of Curve Running Motion Using Nano-Biosensor and Machine Learning

Xiaoming Wu, Yu Cao, Yu Wang, Bing Li, Haitao Yang, S. P. Raja

60-68
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- Abstract 59
- PDF 1
Three Dimensional Tree Modeling Based on the Skeleton Path Optimization and Geometrical Shapes

Xin Li, Xuan Zhou, Sheng Xu

69-77
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- Abstract 108
- PDF 1
Geometrics Assisted Rubbing Generation and Semantics Enhanced Detection for Small and Dense OBI Character

Xiuan Wan, Yuchun Fang, Jiahua Wu, Shouyong Pan

78-91
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- Abstract 155
- PDF 1
Ensemble Diabetic Retinopathy Severity Classification Framework With Optimized VGG16, Resnet, and Inception Features

A. Jeba Sheela, M. Krishnamurthy

92-107
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- Abstract 168
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Attention Embedded Residual Bottleneck CNN Architecture for Breast Cancer Diagnosis in Ultrasound Images

Mamuna Fatima, Muhammad Attique Khan, Saima Shaheen, Seifedine Kadry, Omar Alqahtani, M. Turki-Hadj Alouane

108-118
- PDF
- Abstract 108
- PDF 0
Self-Supervised Attentive Feature Learning for Alzheimer’s Disease Detection

Hela Elmannai, Nasir Saleem, Sami Bourouis, Reem Ibrahim Alkanhel

119-127
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- Abstract 316
- PDF 3
Identification of Monkeypox Disease Based on MpoxNet and Swin Transformer Models Using Mobile Application

S. Sadesh, Rajasekaran Thangaraj, P. Pandiyan, R. Devi Priya, Palanichamy Naveen

128-140
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- Abstract 94
- PDF 1
An Adaptive Framework for Resource Allocation Management in 5G Vehicular Networks

Rajilal Manathala Vijayan, Fabrizio Granelli, A. Umamakeswari

141-153
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- Abstract 152
- PDF 1
Security Model for the Internet of Things, Through Blockchain

Yesid Díaz Gutiérrez, Juan Manuel Cueva-Lovelle, Diana Carolina Candia Herrera

154-162
- PDF
- Abstract 59
- PDF 0

Vol. 9 No. 5 (2025): IJIMAI 2025 - Regular Issue.

Regular Articles

Editor's Note

A 2D Clustering Based Hotspot Identification Approach for Spatio-Temporal Crime Prediction

IAtraj: Multi-Modal Trajectory Prediction Through Contextual Information Spatio-Temporal Interaction and Awareness

A Sustainable Deep Learning Paradigm for Reliable Energy Prediction in Next-Gen Consumer Electronics

On the Use of Large Language Models at Solving Math Problems: A Comparison Between GPT-4, LlaMA-2 and Gemini

A Realtime Classroom Assessment System for Analysis of Students’ Evaluation of Teaching Through a Deep Learning and Emotional Contagion Mechanism

Posture Estimation of Curve Running Motion Using Nano-Biosensor and Machine Learning

Three Dimensional Tree Modeling Based on the Skeleton Path Optimization and Geometrical Shapes

Geometrics Assisted Rubbing Generation and Semantics Enhanced Detection for Small and Dense OBI Character

Ensemble Diabetic Retinopathy Severity Classification Framework With Optimized VGG16, Resnet, and Inception Features

Attention Embedded Residual Bottleneck CNN Architecture for Breast Cancer Diagnosis in Ultrasound Images

Self-Supervised Attentive Feature Learning for Alzheimer’s Disease Detection

Identification of Monkeypox Disease Based on MpoxNet and Swin Transformer Models Using Mobile Application

An Adaptive Framework for Resource Allocation Management in 5G Vehicular Networks

Security Model for the Internet of Things, Through Blockchain

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