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Intelligent systems and pattern recognition = 4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024 : revised selected papers.. Part II /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligent systems and pattern recognition/ edited by Akram Bennour ... [et al.].
其他題名:	4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024 : revised selected papers.
其他題名:	ISPR 2024
其他作者:	Bennour, Akram.
團體作者:	International Conference on Intelligent Systems and Pattern Recognition
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xv, 362 p. :ill. (chiefly color), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-82153-0
ISBN:	9783031821530

Intelligent systems and pattern recognition = 4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024 : revised selected papers.. Part II /
Intelligent systems and pattern recognition4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024 : revised selected papers.Part II /[electronic resource] :ISPR 2024edited by Akram Bennour ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xv, 362 p. :ill. (chiefly color), digital ;24 cm. - Communications in computer and information science,23041865-0937 ;. - Communications in computer and information science ;2304..

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.

This Three-volume set CCIS 2303-2305 constitutes the proceedings of the 4th International Conference on Intelligent Systems and Pattern Recognition, ISPR 2024, held in Istanbul, Turkey, in June 26-28, 2024. The 77 full papers presented were thoroughly reviewed and selected from the 210 submissions. The conference provided an interdisciplinary forum for the exchange of innovative advancements in the fields of artificial intelligence and pattern recognition.

ISBN: 9783031821530

Standard No.: 10.1007/978-3-031-82153-0doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Intelligent systems and pattern recognition = 4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024 : revised selected papers.. Part II /
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