Intelligent Systems and Pattern Recognition

4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024, Revised Selected Papers, Part I
Herausgegeben:Bennour, Akram; Bouridane, Ahmed; Almaadeed, Somaya; Bouaziz, Bassem; Edirisinghe, Eran

• Broschiertes Buch

Produktbeschreibung

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.

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Produktdetails

• Communications in Computer and Information Science 2303
• Verlag: Springer / Springer Nature Switzerland / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-82149-3
• Seitenzahl: 372
• Erscheinungstermin: 2. März 2025
• Englisch
• Abmessung: 235mm x 155mm x 21mm
• Gewicht: 563g
• ISBN-13: 9783031821493
• ISBN-10: 3031821491
• Artikelnr.: 72219058

Inhaltsangabe

.- ReaL: Reassessing Softmax Score by Logits Distillation for Foundation Model Based Intent Classification.

.- Generation of Synthetic Image Anomalies for Analysis.

.- The Effect of a Weighted Mean Pooling on the Performance of Convolution Neural Network.

.- Drugs Recommender System Based on Side Effects and Opinions Analysis.

.- Boosting CRM Chatbot Solutions with Flash Attention and Probabilistic Inference.

.- A concept of postal tracking solution A review study.

.- Using Deep Learning to Translate Algerian Sign Language to Spoken and Written Words.

.- Exploiting Attackability for Effective Textual Adversarial Attacks.

.- Explainable Artificial Intelligence Approach to Predict Student Entrepreneurial Competency.

.- Revolutionizing Crop Leaf Disease Detection: A Novel Ensemble Learning Framework Using Customized EfficientNets.

.- A Parameter-Free Normal Estimator on Digital Surfaces.

.- Leveraging Artificial Intelligence in Education: Analyz-ing Academic Engagement, Application, and Challenges.

.- To Ensemble or Not: Assessing Majority Voting Strategies for Phishing Detection with Large Language Models.

.- DLGPDT: Using Dynamic Population Sizing for Enhanced Hotel Performance Prediction in Oman.

.- DeepMatch: A BERT-Powered Talent Matchmaking Approach.

.- Advancing Systematic Literature Reviews methodology through Topic Modeling.

.- Exploring the Application of Artificial Intelligence by English Language Teachers: Practices and Challenges in Education.

.- Leveraging Knowledge Graphs for Paper Recommendation Systems.

.- A Turkish Educational Quiz Generator.

.- Ensemble Learning with Mixup Style for Ultrasound Image Classification.

.- Navigating the Edge: A Comprehensive Comparison of Machine Learning Algorithms on Prominent Edge Platforms.

.- A Fast and Accurate High-Dimensional Clustering for Identifying Dysregulated Gene-Function.

.- Improving Imbalanced Data Classification in Bank Marketing Using Cluster PCA-based Weighted Random Forest.

.- Text Classification Experiments on Contextual Graphs Built by N-gram Series.

.- An Automated Technique for Detecting Sinkholes from Lidar DEMs in Railway Environments.