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Iberoamerican Congress on Pattern Recognition (2024 :)

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Progress in pattern recognition, image analysis, computer vision, and applications = 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024 : proceedings.. Part II /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Progress in pattern recognition, image analysis, computer vision, and applications/ edited by Ruber Hernández-García, Ricardo J. Barrientos, Sergio A. Velastin.
其他題名:	27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024 : proceedings.
其他題名:	CIARP 2024
其他作者:	Hernández-García, Ruber.
團體作者:	Iberoamerican Congress on Pattern Recognition
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xvii, 276 p. :ill. (some col.), digital ;24 cm.
內容註:	Unmasking Phishing Attempts A Study on Detection in Spanish Emails -- Comparative Analysis of Spatial and Spectral Methods in GNN for Power Flow in Electrical Power Systems -- An Effective Artificial Intelligence Pipeline for Automatic Manatee Count Using their Tonal Vocalizations -- Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection -- Rethinking the Quality of Synthetic Palm Vein Images from Spectral Analysis -- An uncertainty driven ScaledYOLOv4 for open pit mining helmet detection -- A generative algorithm to compute NanoFingerprints -- Impact of agricultural production on climate change in South America comparative analysis between 1990 and 2020 -- VAVnets retinal vasculature segmentation in few shot scenarios -- Remote Sensing Based Precipitation Detection using Conditional GAN and Recurrent Neural Networks -- Data Driven Genetic Algorithm for the Optimization of Water Distribution Networks A New Surrogate Model for Estimating Investment and Operational Costs in Pumping Stations -- Gene Regulatory Network for the Tryptophanase operon under the Threshold Boolean Network Model -- Multilabel Classification of Intracranial Hemorrhages using Deep Learning and Preprocessing Techniques on Non Contrast CT Images -- Segmentation of Brain Tumor Parts from Multi Spectral MRI Records Using Deep Learning and U net Architecture -- Exploiting the Segment Anything Model (SAM) for Lung Segmentation in Chest X ray Images -- Predicting Next Phases of Multi-Stage Network Attacks A Comparative Study of Statistical and Deep Learning Models -- Improving Suicide Ideation Screening with Machine Learning and Questionnaire Optimization through Feature Analysis -- Aquila Optimizer for hyperparameter metaheuristic optimization in Extreme Learning Machine -- Mixture of LSTM Experts for Sales Prediction with Diverse Features.
Contained By:	Springer Nature eBook
標題:	Pattern recognition systems - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-76604-6
ISBN:	9783031766046

Progress in pattern recognition, image analysis, computer vision, and applications = 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024 : proceedings.. Part II /
Progress in pattern recognition, image analysis, computer vision, and applications27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024 : proceedings.Part II /[electronic resource] :CIARP 2024edited by Ruber Hernández-García, Ricardo J. Barrientos, Sergio A. Velastin. - Cham :Springer Nature Switzerland :2025. - xvii, 276 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,153691611-3349 ;. - Lecture notes in computer science ;15369..

Unmasking Phishing Attempts A Study on Detection in Spanish Emails -- Comparative Analysis of Spatial and Spectral Methods in GNN for Power Flow in Electrical Power Systems -- An Effective Artificial Intelligence Pipeline for Automatic Manatee Count Using their Tonal Vocalizations -- Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection -- Rethinking the Quality of Synthetic Palm Vein Images from Spectral Analysis -- An uncertainty driven ScaledYOLOv4 for open pit mining helmet detection -- A generative algorithm to compute NanoFingerprints -- Impact of agricultural production on climate change in South America comparative analysis between 1990 and 2020 -- VAVnets retinal vasculature segmentation in few shot scenarios -- Remote Sensing Based Precipitation Detection using Conditional GAN and Recurrent Neural Networks -- Data Driven Genetic Algorithm for the Optimization of Water Distribution Networks A New Surrogate Model for Estimating Investment and Operational Costs in Pumping Stations -- Gene Regulatory Network for the Tryptophanase operon under the Threshold Boolean Network Model -- Multilabel Classification of Intracranial Hemorrhages using Deep Learning and Preprocessing Techniques on Non Contrast CT Images -- Segmentation of Brain Tumor Parts from Multi Spectral MRI Records Using Deep Learning and U net Architecture -- Exploiting the Segment Anything Model (SAM) for Lung Segmentation in Chest X ray Images -- Predicting Next Phases of Multi-Stage Network Attacks A Comparative Study of Statistical and Deep Learning Models -- Improving Suicide Ideation Screening with Machine Learning and Questionnaire Optimization through Feature Analysis -- Aquila Optimizer for hyperparameter metaheuristic optimization in Extreme Learning Machine -- Mixture of LSTM Experts for Sales Prediction with Diverse Features.

This two-volume set LNCS 15368-15369 constitutes the refereed proceedings of the 27th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2024, held in Talca, Chile, during November 26-29, 2024. The 35 full and 3 short papers presented in these proceedings were carefully reviewed and selected from 61 submissions. The papers presented in these two volumes are clustered into various thematical issues as follows: Part I: Mathematical methods and computing techniques for artificial intelligence and pattern recognition, bioinformatics. Part II: Biometrics, cognitive and humanoid vision, computer vision, image analysis, intelligent data analysis.

ISBN: 9783031766046

Standard No.: 10.1007/978-3-031-76604-6doiSubjects--Topical Terms:

563039
Pattern recognition systems
--Congresses.

LC Class. No.: Q337.5

Dewey Class. No.: 006.4

Progress in pattern recognition, image analysis, computer vision, and applications = 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024 : proceedings.. Part II /
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