Pattern Recognition and Machine Intelligence (Registro nro. 275749)

MARC details
000 -LIDER
fixed length control field 08755nam a22006495i 4500
001 - CONTROL NUMBER
control field 978-3-031-12700-7
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250516160107.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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fixed length control field 240723s2024 sz | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783031127007
-- 978-3-031-12700-7
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TA1501-1820
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TA1634
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYT
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM016000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYT
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006
Edition number 23
245 10 - TITLE STATEMENT
Title Pattern Recognition and Machine Intelligence
Medium [electronic resource] :
Remainder of title 9th International Conference, PReMI 2021, Kolkata, India, December 15-18, 2021, Proceedings /
Statement of responsibility, etc. edited by Ashish Ghosh, Irwin King, Malay Bhattacharyya, Shubhra Sankar Ray, Sankar K. Pal.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2024.
264 #1 -
-- Cham :
-- Springer International Publishing :
-- Imprint: Springer,
-- 2024.
300 ## - PHYSICAL DESCRIPTION
Extent LI, 619 p. 212 illus., 174 illus. in color.
Other physical details online resource.
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-- computer
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-- online resource
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-- text file
-- PDF
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490 1# - SERIES STATEMENT
Series statement Lecture Notes in Computer Science,
International Standard Serial Number 1611-3349 ;
Volume/sequential designation 13102
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 1 Image Processing -- Image Quality Assessment using Combination of Deep Convolutional Neural Networks -- Blind Image Forgery Detection using LBP and Statistical Moments -- Edge Detection in Gray Scale Images using Partial Sum of Second Order Taylor Series Expansion -- Image Re-Attentionizing Using Particle Swarm Optimization -- Auto-Encoder Guided Attention based Network for Hyperspectral Recovery from Real RGB Images -- 2 Text, Voice and Video Processing -- Raga Classification in Carnatic Music Using Audio Thumbnailing -- Wavelet Residual Learning for Efficient Future Frame Prediction from Natural Video Sequences -- Voice Privacy Through Time-Scale and Pitch Modification -- Abusive Speech Detection and Politeness Transfer -- Voice Liveness Detection using Bump Wavelet with CNN -- 3 Bioinformatics -- Classification of Task Evoked fMRI Signals using Temporal Characteristics of Brain Regions -- Ensemble Models for Multi-class Classification of Diabetic Retinopathy -- Identification of Potential Biomarkers using Integrative Approach: An application of ESCC -- Autoencoder Assisted Cancer Subtyping by Integrating Multi-omics Data -- ADHDNet: A DNN based Framework for Efficient Early ADHD Detection from fMRI Dataset -- 4 Deep Learning -- Multi-Stage Transfer Learning Based Yoga Pose Recognition using CNN -- Autoencoder and Extreme Learning Machine based Deep Multi-label Classifier -- Neural Pooling for Graph Neural Networks -- Pedestrian Detection and Movement Direction Recognition with Convolutional Neural Network -- Deep Learning Based Tree Detection and Counting for Remotely Sensed Images -- CateReR: A Graph Neural Network-based Model for Category-wise Reliability-aware Recommendation -- 5 Medical Image Processing -- Attention Assisted Patch-wise CNN for the Segmentation of Fluids from the Retinal Optical Coherence Tomography Images -- A Reinforcement Learning Framework for Lung Segmentation of COVID-19 and Pneumonia Affected Chest X-Ray Image -- Deep and Bio-Inspired spiking Neural Networks based Optimized Multimodal Neurological Image Fusion Model -- Model Compression Techniques for Atrial Fibrillation Detection on Mobile Devices -- Speckle de-noising with Local Oriented Structure for Edge Preservation in Ultrasound Images -- 6 Theory and Models -- Magnetic Resonance Imaging via weighted $\ell_{1-p}$ minimization -- Spherical Separability : Associative Memories -- Addressing Issues in Training Neural ExtractiveSummarisation Models -- Metrics from Fuzzy Implications and their Application -- STATS-BERT: An Enhanced BERT Model with Statistical Masking for Improved Transfer Performance -- 7 Feature Selection -- Super-Resolution Model Using Multi Directional Structure Integrity Prior -- Stateful MapReduce Framework for mRMR Feature Selection using Horizontal Partitioning -- Analysis of Lombard Effect by using Hybrid Visual Features for ASR -- Adverse Event Classification from Co-prescribed Drugs by Integrating Chemical, Phenotypic and Graph Embedding Features -- Enhancing EEG-Based Emotion Recognition using Multi Domain Features and Genetic Algorithm based Feature Selection -- 8 Biometrics and Dermoscopy -- A Novel Cancelable Fingerprint Template Generation Mechanism using Visual Secret Sharing -- Re-calibrated Attention-based Deep Learning Technique for Dermoscopic Lesion Segmentation -- An Enhanced Generative Adversarial Network model for Fingerprint Presentation Attack Detection -- Rank Level Fusion of Multimodal Biometrics Using Particle Swarm Optimization -- 9 Facial Image Analysis -- Wavelet Based Convolutional Neural Network for Face Anti-Spoofing -- MaskMTL: Attribute Prediction in Masked Facial Images with Deep Multitask Learning -- Masked Face Detection for Effective COVID-19 Containment: A Light Convolution Neural Network based Model -- Petersen Graph based Binary Pattern for Person Independent Facial Expression Recognition -- Restoring Face Occluded Images Using GAN Based Inpainting with Perceptual and Contextual Losses -- 10 Object and Event Detection -- Salient Object Detection in Hyperspectral Images Using Felzenswalb's Segmentation Algorithm -- Automated Proctoring based on Head Orientation Analysis and Object Detection -- A Hybrid Network for Scanned Floor Plan Image Recognition and Room Labeling -- An Effective Real-time Surveillance System for Fire and Smoke Detection Using CNN -- Spatial-SMOTE: An Approach for Handling Class Imbalance in Spatial Time Series Data -- An Efficient Anomaly Detection Approach using Cube Sampling with Streaming Data -- 11 Pattern Recognition -- Automated Seed Quality Testing System using GAN and Active Learning -- Stochastic Quasi-Newton Minimum Complexity Machine for Pattern Classification -- Semi-supervised Learning using Variational Autoencoder - A Cluster based Approach -- Non-Episodic Variational Discriminative Few-Shot Classifier -- PReLim: A Modeling Paradigm for Remote Sensing Image Scene Classification under Limited Labeled Samples -- 12 Machine Learning Applications -- Towards Automatic Defect Detection in Sugarcane Billets from Images -- DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks -- Legal Case Retrieval using SVM Classifier -- Topic Evolution Model for Interactive Information Search -- Interactive System for Toddlers using Doodle Recognition -- HORIE: Helpfulness of Online Reviews with Improved Embedding.
520 ## - SUMMARY, ETC.
Summary, etc. This book constitutes the refereed proceedings of the 9th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2021, held in December 2021. Due to COVID-19 pandemic the conference was held virtually. The 62 full papers included in this book were carefully reviewed and selected from 215 submissions. They were organized in topical sections as follows: image processing; text, voice and video processing; bioinformatics; deep learning; medical image processing; theory and models; feature selection; biometrics and dermoscopy; facial image analysis; object and event detection; pattern recognition; machine learning applications.
541 ## - IMMEDIATE SOURCE OF ACQUISITION NOTE
Owner UABC ;
Method of acquisition Perpetuidad
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Término temático o nombre geográfico como elemento de entrada Image processing
Subdivisión general Digital techniques.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Término temático o nombre geográfico como elemento de entrada Computer vision.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Término temático o nombre geográfico como elemento de entrada Data mining.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Término temático o nombre geográfico como elemento de entrada Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Término temático o nombre geográfico como elemento de entrada Algorithms.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Término temático o nombre geográfico como elemento de entrada Computer Imaging, Vision, Pattern Recognition and Graphics.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Término temático o nombre geográfico como elemento de entrada Data Mining and Knowledge Discovery.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Término temático o nombre geográfico como elemento de entrada Artificial Intelligence.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Término temático o nombre geográfico como elemento de entrada Design and Analysis of Algorithms.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ghosh, Ashish.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name King, Irwin.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Bhattacharyya, Malay.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Sankar Ray, Shubhra.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name K. Pal, Sankar.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031126994
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783031127014
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture Notes in Computer Science,
-- 1611-3349 ;
Volume number/sequential designation 13102
856 40 - ELECTRONIC LOCATION AND ACCESS
Public note Libro electrónico
Uniform Resource Identifier http://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-12700-7
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Libro Electrónico
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  Colección de Libros Electrónicos Biblioteca Electrónica Biblioteca Electrónica 16/05/2025   16/05/2025 1 Libro Electrónico

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