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Pattern Recognition and Artificial Intelligence

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Cover of 'Pattern Recognition and Artificial Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 Gender Detection from Handwritten Documents Using Concept of Transfer-Learning
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    Chapter 2 Split and Merge: Component Based Segmentation Network for Text Detection
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    Chapter 3 Gate-Fusion Transformer for Multimodal Sentiment Analysis
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    Chapter 4 Overview of Mathematical Expression Recognition
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    Chapter 5 Handwritten Mathematical Expression Recognition: A Survey
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    Chapter 6 Commodity Classification Based on Multi-modal Jointly Using Image and Text Information
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    Chapter 7 A New DCT-FFT Fusion Based Method for Caption and Scene Text Classification in Action Video Images
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    Chapter 8 A New Method for Detecting Altered Text in Document Images
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    Chapter 9 Hand-Drawn Object Detection for Scoring Wartegg Zeichen Test
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    Chapter 10 Application of Deep Learning for Online Handwritten Mathematical Expression Recognition: A Review
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    Chapter 11 Comparison of Persian Handwritten Digit Recognition in Three Color Modalities Using Deep Neural Networks
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    Chapter 12 Application of Deep Learning in Handwritten Mathematical Expressions Recognition
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    Chapter 13 Automating Stress Detection from Handwritten Documents
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    Chapter 14 Recognition of Cursive Caption Text Using Deep Learning - A Comparative Study on Recognition Units
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    Chapter 15 A Hybrid Multiple Classifier System Applied in Life Insurance Underwriting
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    Chapter 16 Generative Adversarial-Synergetic Networks for Anomaly Detection
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    Chapter 17 Multi-features Integration for Speech Emotion Recognition
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    Chapter 18 Analysis of Multi-class Classification of EEG Signals Using Deep Learning
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    Chapter 19 A Deep Object Detection Method for Pineapple Fruit and Flower Recognition in Cluttered Background
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    Chapter 20 A New Credit Scoring Model Based on Prediction of Signal on Graph
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    Chapter 21 Characterizing the Impact of Using Features Extracted from Pre-trained Models on the Quality of Video Captioning Sequence-to-Sequence Models
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    Chapter 22 Prediction of Subsequent Memory Effects Using Convolutional Neural Network
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    Chapter 23 Secure Data Transmission of Smart Home Networks Based on Information Hiding
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    Chapter 24 Differences and Similarities Learning for Unsupervised Feature Selection
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    Chapter 25 Manifold-Based Classifier Ensembles
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    Chapter 26 PD-DARTS: Progressive Discretization Differentiable Architecture Search
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    Chapter 27 Transformed Network Based on Task-Driven
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    Chapter 28 A Blockchain-Based Online Game Design Architecture for Performance Issues
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    Chapter 29 Predicting US Elections with Social Media and Neural Networks
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    Chapter 30 From Pixels to Random Walk Based Segments for Image Time Series Deep Classification
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    Chapter 31 Handwriting and Hand-Sketched Graphics Detection Using Convolutional Neural Networks
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    Chapter 32 Deep Active Learning with Simulated Rationales for Text Classification
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    Chapter 33 License Plate Detection and Recognition by Convolutional Neural Networks
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    Chapter 34 Incorporating Human Views into Unsupervised Deep Transfer Learning for Remote Sensing Image Retrieval
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    Chapter 35 Overview: Research Progress on Pest and Disease Identification
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    Chapter 36 Advanced Data Preprocessing for Detecting Cybercrime in Text-Based Online Interactions
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    Chapter 37 A Real-Time License Plate Detection Method Using a Deep Learning Approach
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    Chapter 38 Facial Beauty Prediction Using Transfer and Multi-task Learning Techniques
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    Chapter 39 CycleGAN-Based Image Translation for Near-Infrared Camera-Trap Image Recognition
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    Chapter 40 Object Detection Based on Sparse Representation of Foreground
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    Chapter 41 An Application and Integration of Machine Learning Approach on a Real IoT Agricultural Scenario
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    Chapter 42 Spatio-Temporal Stability Analysis in Satellite Image Times Series
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    Chapter 43 Overview of Crowd Counting
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    Chapter 44 Rotation-Invariant Face Detection with Multi-task Progressive Calibration Networks
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    Chapter 45 Enlacement and Interlacement Shape Descriptors
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    Chapter 46 Image Orientation Detection Using Convolutional Neural Network
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    Chapter 47 Multi-layer Cross-domain Non-negative Matrix Factorization for Cross-scene Dimension Reduction on Hyperspectral Images
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    Chapter 48 A Comprehensive Unconstrained, License Plate Database
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    Chapter 49 An Extended Evaluation of the Impact of Different Modules in ST-VQA Systems
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    Chapter 50 Computer-Aided Wartegg Drawing Completion Test
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    Chapter 51 A Novel ECG Signal Classification Algorithm Based on Common and Specific Components Separation
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    Chapter 52 Sit-to-Stand Test for Neurodegenerative Diseases Video Classification
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    Chapter 53 A Two Stage Method for Abnormality Diagnosis of Musculoskeletal Radiographs
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    Chapter 54 Clinical Decision Support Systems for Predicting Patients Liable to Acquire Acute Myocardial Infarctions
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    Chapter 55 A Novel Deep Learning Approach for Liver MRI Classification and HCC Detection
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    Chapter 56 An Integrated Deep Architecture for Lesion Detection in Breast MRI
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    Chapter 57 Single Image Super-Resolution for Medical Image Applications
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    Chapter 58 A Blob Detector Images-Based Method for Counterfeit Coin Detection by Fuzzy Association Rules Mining
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    Chapter 59 Interpreting Deep Glucose Predictive Models for Diabetic People Using RETAIN
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    Chapter 60 Abusive Language Detection Using BERT Pre-trained Embedding
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    Chapter 61 Classification of Criminal News Over Time Using Bidirectional LSTM
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    Chapter 62 End-to-End Generative Adversarial Network for Palm-Vein Recognition
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    Chapter 63 A Survey on Peripheral Blood Smear Analysis Using Deep Learning
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Title
Pattern Recognition and Artificial Intelligence
Published by
Springer International Publishing, December 2020
DOI 10.1007/978-3-030-59830-3
ISBNs
978-3-03-059829-7, 978-3-03-059830-3
Editors

Lu, Yue, Vincent, Nicole, Yuen, Pong Chi, Zheng, Wei-Shi, Cheriet, Farida, Suen, Ching Y.

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