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Intelligent systems and pattern reco...

International Conference on Intelligent Systems and Pattern Recognition (2024 :)

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

Record Type:	Electronic resources : Monograph/item
Title/Author:	Intelligent systems and pattern recognition/ edited by Akram Bennour ... [et al.].
Reminder of title:	4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024 : revised selected papers.
remainder title:	ISPR 2024
other author:	Bennour, Akram.
corporate name:	International Conference on Intelligent Systems and Pattern Recognition
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xxiii, 348 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-82150-9
ISBN:	9783031821509

Intelligent systems and pattern recognition = 4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024 : revised selected papers.. Part I /
Intelligent systems and pattern recognition4th International Conference, ISPR 2024, Istanbul, Turkey, June 26-28, 2024 : revised selected papers.Part I /[electronic resource] :ISPR 2024edited by Akram Bennour ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xxiii, 348 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,23031865-0937 ;. - Communications in computer and information science ;2303..

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.

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: 9783031821509

Standard No.: 10.1007/978-3-031-82150-9doiSubjects--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 I /
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505 0 $a 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.
520 $a 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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650 2 4 $a Computer and Information Systems Applications. $3 3538505
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 890871
700 1 $a Bennour, Akram. $3 3601547
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773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 2303. $3 3781159
856 4 0 $u https://doi.org/10.1007/978-3-031-82150-9
950 $a Computer Science (SpringerNature-11645)