Description

Book Synopsis

.- 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.

Intelligent Systems and Pattern Recognition

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    £64.99

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    Order before 4pm tomorrow for delivery by Tue 16 Jun 2026.

    A Paperback by Akram Bennour

    15 in stock


      View other formats and editions of Intelligent Systems and Pattern Recognition by Akram Bennour

      Publisher: Springer
      Publication Date: 28/02/2025
      ISBN13: 9783031821523, 978-3031821523
      ISBN10:

      Description

      Book Synopsis

      .- 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.

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