Intelligent Systems and Pattern Recognition

.- Deep Learning Approach for Tunisian Postal Address Segmentation. .- Leveraging DQN-Based Recommender Systems for E-Commerce in Smart Cities. .- Empowering Healthcare with Deep Learning: An Application for Early Detection of Skin Cancer. .- GAN-Enhanced Deep Learning Approach for Forecasting the Potentially Toxic Cyanobacteria in Dams. .- Adaboost optimized by sinh cosh algorithm for prediction of software defects. .- Prediction of Chronic Diseases using Parallel 1D-CNN Feature Extraction and SVM Classification based on SMOTE. .- Interpretable Ensemble Learning Model For Enabling An IDS To Detect DNS Attacks. .- An Improved Static Analysis Approach for Malware Detection by Optimizing Feature Extraction Combining Different ML Algorithms. .- Deep learning algorithms for colon cancer detection: A comparative study with traditional machine learning methods. .- Diabetic Retinopathy Grade Assessment using ResNetRS. .- Novel hybrid feature selection method and globalization technique for text classification. .- Applying Machine Learning Approaches with Integrated Internet of Things for Water Management System. .- Implementation of a comparative study of convolutional neural network architectures for image blind noise elimination. .- Structuring and Text Summarization of Indian Legal Documents. .- Photovoltaic Cell Defect Classification Using Attention U-Net Image Segmentation. .- Ulcerative Colitis Image Classification using Federated Deep Learning. .- Accelerating Traditional Object Detection Methods on Sophisticated Embedded Systems. .- Detecting Raspberry Ripeness Across Different Growth Stages Using YOLOv8. .- Air Quality Forecasting in Presence Missing Data. .- Image Encryption in Frequency Domain using Hybrid Chaotic Maps, Hashing, and Lifting Wavelet Transform. .- Detection and parameter estimation of an inflatable boat. .- Self-Attention Siamese Network for Unsupervised Few-Shot Learning Tasks. .- Comparative study using ensemble methods and sampling techniques for imbalanced diabetes data. .- Advanced Deep Learning Techniques for Accurate Detection of Wheat Leaf Diseases. .- Enhancing Tomato Crop Health: Leveraging Modified InceptionResNetV2 for Disease Detection. .- BA-GAN: A Boundary-Aware Generative Adversarial Network for Document Restoration.