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Intelligent Computing

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Cover of 'Intelligent Computing'

Table of Contents

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    Book Overview
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    Chapter 1 An Adaptive Geometry and Dual Graph Approach to Sign Prediction for Weighted and Signed Networks
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    Chapter 2 A Stochastic Modified Limited Memory BFGS for Training Deep Neural Networks
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    Chapter 3 Enhanced Deep Learning Framework for Fine-Grained Segmentation of Fashion and Apparel
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    Chapter 4 Towards Tackling QSAT Problems with Deep Learning and Monte Carlo Tree Search
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    Chapter 5 Laplacian Pyramid-like Autoencoder
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    Chapter 6 Autonomous Vision-Based UAV Landing with Collision Avoidance Using Deep Learning
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    Chapter 7 The Current State of the Art in Deep Learning for Image Classification: A Review
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    Chapter 8 Deep Convolutional Neural Networks for COVID-19 Detection from Chest X-Ray Images Using ResNetV2
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    Chapter 9 Deep Neural Networks for Remote Sensing Image Classification
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    Chapter 10 Linear Block and Convolutional MDS Codes to Required Rate, Distance and Type
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    Chapter 11 A Review of Unsupervised Machine Learning Frameworks for Anomaly Detection in Industrial Applications
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    Chapter 12 Causal Probabilistic Based Variational Autoencoders Capable of Handling Noisy Inputs Using Fuzzy Logic Rules
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    Chapter 13 Multi-Object On-Line Tracking as an Ill-Posed Problem: Ensemble Deep Learning at the Edge for Spatial Re-identification
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    Chapter 14 An Ensemble-Based Machine Learning for Predicting Fraud of Credit Card Transactions
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    Chapter 15 Unsupervised Machine Learning Methods for City Vitality Index
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    Chapter 16 Machine Learning of a Pair of Charged Electrically Particles Inside a Closed Volume: Electrical Oscillations as Memory and Learning of System
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    Chapter 17 Marlo’s Networks of Expectations
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    Chapter 18 Complete Blood Analysis: An Android OCR-Based Interpretation
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    Chapter 19 Refined Optimal Control Problem and Its Solution Using Symbolic Regression
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    Chapter 20 Influences of Coating and Spandex Compositions of Conductive Textiles Used as Strain Sensors Using an Automated Test System
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    Chapter 21 Problem Structuring Combined with Sentiment Analysis to Product-Service System Performance Management
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    Chapter 22 Texture Transfer Attention for Realistic Image Completion
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    Chapter 23 Examining Correlation Between Trust and Transparency with Explainable Artificial Intelligence
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    Chapter 24 Utilizing AI in Test Automation to Perform Functional Testing on Web Application
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    Chapter 25 On the Modelling of Species Distribution: Logistic Regression Versus Density Probability Function
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    Chapter 26 Artificial Intelligence Tools for Actuator Fault Diagnosis of an Unmanned Underwater Vehicle
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    Chapter 27 Applying the Delphi Method to Measure Enterprise Content Management Workflow System Performance
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    Chapter 28 A Fuzzy Epigenetic Model for Representing Degradation in Engineered Systems
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    Chapter 29 A Voting Ensemble Technique for Gas Classification
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    Chapter 30 Neural Networks with Superexpressive Activations and Integer Weights
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    Chapter 31 Mask Compliance Detection on Facial Images
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    Chapter 32 Urban Tree Detection and Species Classification Using Aerial Imagery
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    Chapter 33 Rectifying Homographies for Stereo Vision: Analytical Solution for Minimal Distortion
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    Chapter 34 Statistical Analysis of Electroencephalographic Signals in the Stimulation of Energy Data Visualizations
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    Chapter 35 GCANet: A Cross-Modal Pedestrian Detection Method Based on Gaussian Cross Attention Network
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    Chapter 36 Automatic Classification of Felsic, Mafic, and Ultramafic Rocks in Satellite Images from Palmira and La Victoria, Colombia
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    Chapter 37 SHAQ: Single Headed Attention with Quasi-recurrence
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    Chapter 38 Dynamic Topic Modeling Reveals Variations in Online Hate Narratives
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    Chapter 39 An Improved Bayesian TRIE Based Model for SMS Text Normalization
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    Chapter 40 Dialog Act Segmentation and Classification in Vietnamese
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    Chapter 41 ConDef: Automated Context-Aware Lexicography Using Large Online Encyclopedias
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    Chapter 42 On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations
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    Chapter 43 A Survey of Artificial Intelligence Techniques for User Perceptions’ Extraction from Social Media Data
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    Chapter 44 Social Media Self-expression as Form of Coping During the 2020 Pandemic Lockdown
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    Chapter 45 Building Wikipedia N-grams with Apache Spark
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    Chapter 46 Selecting NLP Classification Techniques to Better Understand Causes of Mass Killings
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    Chapter 47 Sentiment Analysis on Citizenship Amendment Act of India 2019 Using Twitter Data
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    Chapter 48 Sentiment Analysis on Depression Detection: A Review
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    Chapter 49 Supervised Negative Binomial Classifier for Probabilistic Record Linkage
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    Chapter 50 A Recipe for Low-Resource NMT
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    Chapter 51 Natural Language Processing Using Database Context
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    Chapter 52 Enriching Contextualized Representations with Biomedical Ontologies: Extending KnowBert to UMLS
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    Chapter 53 One Step Beyond: Keyword Extraction in German Utilising Surprisal from Topic Contexts
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    Chapter 54 Language Use and Susceptibility in Online Conversation
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    Chapter 55 How Does the Thread Level of a Comment Affect its Perceived Persuasiveness? A Reddit Study
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    Chapter 56 Ultra-Low-Power Range Error Mitigation for Ultra-Wideband Precise Localization
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    Chapter 57 The Pareto-Frontier-Based Stiffness of a Controller: Trade-off Between Trajectory Plan and Controller Design
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    Chapter 58 Remote Manipulation of a Robotic Arm with 6 DOF via IBSV Using a Raspberry Pi and Machine Vision
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    Chapter 59 Dynamic Analysis and Modeling of DNN-Based Visual Servoing Systems
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    Chapter 60 Implementation of a Balanced and Fluid Movement Six-Legged Spider Robot
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    Chapter 61 The Applying of Low Order Frequency-Dependent Components in Signal Processing of Autonomous Mobile Robotic Platforms
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    Chapter 62 Run-Time Dependency Graph Models for Independently Developed Robotic Software Components
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    Chapter 63 A Raspberry Pi Computer Vision System for Self-driving Cars
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    Chapter 64 Correction to: Intelligent Computing
Attention for Chapter 36: Automatic Classification of Felsic, Mafic, and Ultramafic Rocks in Satellite Images from Palmira and La Victoria, Colombia
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Chapter title
Automatic Classification of Felsic, Mafic, and Ultramafic Rocks in Satellite Images from Palmira and La Victoria, Colombia
Chapter number 36
Book title
Intelligent Computing
Published by
Springer, Cham, January 2022
DOI 10.1007/978-3-031-10464-0_36
Book ISBNs
978-3-03-110463-3, 978-3-03-110464-0
Authors

Bosquez, Saulo, Alférez, Germán H., Ardila, Ana María Martínez, Clausen, Benjamin L.

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 50%
Student > Doctoral Student 1 50%
Readers by discipline Count As %
Earth and Planetary Sciences 1 50%
Social Sciences 1 50%