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Artificial neural networks in patter...

ANNPR (Workshop) (2022 :)

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Artificial neural networks in pattern recognition = 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial neural networks in pattern recognition/ edited by Neamat El Gayar ... [et al.].
其他題名:	10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022 : proceedings /
其他題名:	ANNPR 2022
其他作者:	El Gayar, Neamat.
團體作者:	ANNPR (Workshop)
出版者:	Cham :Springer International Publishing : : 2023.,
面頁冊數:	x, 205 p. :ill. (chiefly color), digital ;24 cm.
內容註:	Transformer-Encoder generated context-aware embeddings for spell correction -- Graph Augmentation for Neural Networks Using Matching-Graphs -- Wavelet Scattering Transform Depth Benefit, An Application for Speaker Identification -- Assessment of Pharmaceutical Patent Novelty using Siamese Neural Network -- A Review of Capsule Networks in Medical Image Analysis -- Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions -- Introducing an Atypical Loss: A Perceptual Metric Learning for Image Pairing -- A Study on the Autonomous Detection of Impact Craters -- Minimizing Cross Intersections in Graph Drawing via Linear Splines -- Sequence-to-Sequence CNN-BiLSTM Based Glottal Closure Instant Detection from Raw Speech -- Do Minimal Complexity Least Squares Support Vector Machines Work? -- A Novel Representation of Graphical Patterns for Graph Convolution Networks -- Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi Utilization of Vision Transformer for Classification and Ranking of Video Distortions -- White Blood Cell Classification of Porcine Blood Smear Images -- Medical Deepfake Detection using 3-Dimensional Neural Learning.
Contained By:	Springer Nature eBook
標題:	Neural networks (Computer science) - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-20650-4
ISBN:	9783031206504

Artificial neural networks in pattern recognition = 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022 : proceedings /
Artificial neural networks in pattern recognition10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022 : proceedings /[electronic resource] :ANNPR 2022edited by Neamat El Gayar ... [et al.]. - Cham :Springer International Publishing :2023. - x, 205 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,v. 137390302-9743 ;. - Lecture notes in computer science ;v. 13739..

Transformer-Encoder generated context-aware embeddings for spell correction -- Graph Augmentation for Neural Networks Using Matching-Graphs -- Wavelet Scattering Transform Depth Benefit, An Application for Speaker Identification -- Assessment of Pharmaceutical Patent Novelty using Siamese Neural Network -- A Review of Capsule Networks in Medical Image Analysis -- Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions -- Introducing an Atypical Loss: A Perceptual Metric Learning for Image Pairing -- A Study on the Autonomous Detection of Impact Craters -- Minimizing Cross Intersections in Graph Drawing via Linear Splines -- Sequence-to-Sequence CNN-BiLSTM Based Glottal Closure Instant Detection from Raw Speech -- Do Minimal Complexity Least Squares Support Vector Machines Work? -- A Novel Representation of Graphical Patterns for Graph Convolution Networks -- Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi Utilization of Vision Transformer for Classification and Ranking of Video Distortions -- White Blood Cell Classification of Porcine Blood Smear Images -- Medical Deepfake Detection using 3-Dimensional Neural Learning.

This book constitutes the refereed proceedings of the 10th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2022, held in Dubai, UAE, in November 2022. The 16 revised full papers presented were carefully reviewed and selected from 24 submissions. The conference presents papers on subject such as pattern recognition and machine learning based on artificial neural networks.

ISBN: 9783031206504

Standard No.: 10.1007/978-3-031-20650-4doiSubjects--Topical Terms:

582186
Neural networks (Computer science)
--Congresses.

LC Class. No.: QA76.87

Dewey Class. No.: 006.32

Artificial neural networks in pattern recognition = 10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24-26, 2022 : proceedings /
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