All Research Papers Published In Intelligent Systems with Applications

Research Article
10.1016/j.iswa.2025.200588

The semantic correlation mining method of multimodal data in constructing techno-economic knowledge graph of power grid

Dec 01, 2025
Intelligent Systems with Applications
Ling Qiu + 2 more +2

Research Article
1
10.1016/j.iswa.2025.200542

A real-time semantic segmentation network leveraging spatial and contextual features for enhanced scene understanding

Sep 01, 2025
Intelligent Systems with Applications
Haifeng Sima + 2 more +2

Real-time semantic segmentation of images requires both rich contextual and accurate spatial information. However, Multiple downsampling in deep convolutional neural networks often lead to loss of such information, resulting in reduced segmentation accuracy. To address the above problems, we propose SPCONet, a lightweight real-time semantic segmentation network that integrates spatial and contextual features. The network incorporates three key modules: (1) a Spatial Feature Aggregation Module (SFAM) that captures fine spatial details from shallow layers using spatially separable convolutions with multiple kernel sizes; (2) a Contextual Information Retrieval Module (CIRM) that extracts semantic context from deeper layers using dynamic convolution; (3) an Attention Fusion Module (AFM) that combines spatial and contextual features via local and global attention mechanisms. Quantitative experiments show that SPCONet achieves 77.5% and 75.3% mIoU at 74 FPS and 82 FPS on the Cityscapes and CamVid datasets, respectively. These results suggest that SPCONet provides an effective balance between segmentation accuracy and real-time inference capability.

Research Article
7
10.1016/j.iswa.2025.200564

STL-ELM: A computationally efficient hybrid approach for predicting high volatility stock market

Sep 01, 2025
Intelligent Systems with Applications
Temitope Olubanjo Kehinde + 4 more +4

Research Article
10.1016/j.iswa.2025.200546

Power optimization of higher order modulated downlink non-orthogonal multiple access visible light communication

Sep 01, 2025
Intelligent Systems with Applications
Dwi Astharini + 2 more +2

Research Article
10.1016/j.iswa.2025.200562

Neural network for archaeological glyph detection

Sep 01, 2025
Intelligent Systems with Applications
Serena Crisci + 3 more +3

Research Article
10.1016/j.iswa.2025.200502

Minimum cost of job assignment in polynomial time by adaptive unbiased filtering and branch-and-bound algorithm with the best predictor

Jun 01, 2025
Intelligent Systems with Applications
Jeeraporn Werapun + 2 more +2

Research Article
12
10.1016/j.iswa.2025.200495

Multi-Agent Reinforcement Learning for Cybersecurity: Classification and survey

Jun 01, 2025
Intelligent Systems with Applications
Salvo Finistrella + 2 more +2

Research Article
2
10.1016/j.iswa.2025.200528

Enhancing CNN-based network intrusion detection through hyperparameter optimization

Jun 01, 2025
Intelligent Systems with Applications
Antanios Kaissar + 3 more +3

Research Article
3
10.1016/j.iswa.2025.200527

Probability propagation for path planning in unknown environments

Jun 01, 2025
Intelligent Systems with Applications
Giovanni Di Gennaro + 5 more +5

Research Article
16
10.1016/j.iswa.2025.200481

Interpretable machine learning approach to predict Hepatitis C virus NS5B inhibitor activity using voting-based LightGBM and SHAP

Mar 01, 2025
Intelligent Systems with Applications
Teuku Rizky Noviandy + 7 more +7