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| Link zu diesem Datensatz | https://d-nb.info/1358637776 |
| Titel | Intelligent Systems and Pattern Recognition : 4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024, Revised Selected Papers, Part II / edited by Akram Bennour, Ahmed Bouridane, Somaya Almaadeed, Bassem Bouaziz, Eran Edirisinghe |
| Person(en) |
Bennour, Akram (Herausgeber) Bouridane, Ahmed (Herausgeber) Almaadeed, Somaya (Herausgeber) Bouaziz, Bassem (Herausgeber) Edirisinghe, Eran (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2025 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2025 |
| Umfang/Format | Online-Ressource, XV, 362 p. 169 illus., 155 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-82152-3 Printed edition:: ISBN: 978-3-031-82154-7 |
| Inhalt | -- 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 |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2503050306196.402586996472 DOI: 10.1007/978-3-031-82153-0 |
| URL | https://doi.org/10.1007/978-3-031-82153-0 |
| ISBN/Einband/Preis | 978-3-031-82153-0 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Communications in Computer and Information Science ; 2304 |
| DDC-Notation | 006.42 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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