Intelligent Systems

Table of Contents

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   Book Overview
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   Chapter 1 A New Hybridization of Evolutionary Algorithms, GRASP and Set-Partitioning Formulation for the Capacitated Vehicle Routing Problem
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   Chapter 3 An Evolutionary Analytic Center Classifier
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   Chapter 6 Dynamic Software Project Scheduling Problem with PSO and Dynamic Strategies Based on Memory
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   Chapter 7 Evaluation of Metaheuristics in the Optimization of Laguerre-Volterra Networks for Nonlinear Dynamic System Identification
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   Chapter 8 EvoLogic: Intelligent Tutoring System to Teach Logic
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   Chapter 9 Impacts of Multiple Solutions on the Lackadaisical Quantum Walk Search Algorithm
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   Chapter 10 Multi-objective Quadratic Assignment Problem: An Approach Using a Hyper-Heuristic Based on the Choice Function
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   Chapter 11 On Improving the Efficiency of Majorization-Minorization for the Inference of Rank Aggregation Models
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    Chapter 12 On the Multiple Possible Adaptive Mechanisms of the Continuous Ant Colony Optimization
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    Chapter 13 A Differential Evolution Algorithm for Contrast Optimization
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    Chapter 14 A Deep Learning Approach for Pulmonary Lesion Identification in Chest Radiographs
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    Chapter 15 A Pipelined Approach to Deal with Image Distortion in Computer Vision
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    Chapter 16 A Robust Automatic License Plate Recognition System for Embedded Devices
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    Chapter 17 Assessing Deep Learning Models for Human-Robot Collaboration Collision Detection in Industrial Environments
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    Chapter 18 Diagnosis of Apple Fruit Diseases in the Wild with Mask R-CNN
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    Chapter 19 Ensemble of Algorithms for Multifocal Cervical Cell Image Segmentation
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    Chapter 20 Improving Face Recognition Accuracy for Brazilian Faces in a Criminal Investigation Department
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    Chapter 21 Neural Architecture Search in Graph Neural Networks
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    Chapter 22 People Identification Based on Soft Biometrics Features Obtained from 2D Poses
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    Chapter 23 Texture Analysis Based on Structural Co-occurrence Matrix Improves the Colorectal Tissue Characterization
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    Chapter 24 Unsupervised Learning Method for Encoder-Decoder-Based Image Restoration
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    Chapter 25 A Computational Tool for Automated Detection of Genetic Syndrome Using Facial Images
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    Chapter 26 Improving FIFA Player Agents Decision-Making Architectures Based on Convolutional Neural Networks Through Evolutionary Techniques
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    Chapter 27 Authorship Attribution of Brazilian Literary Texts Through Machine Learning Techniques
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    Chapter 28 BERTimbau: Pretrained BERT Models for Brazilian Portuguese
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    Chapter 29 Deep Learning Models for Representing Out-of-Vocabulary Words
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    Chapter 30 DeepBT and NLP Data Augmentation Techniques: A New Proposal and a Comprehensive Study
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    Chapter 31 Dense Captioning Using Abstract Meaning Representation
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    Chapter 32 Can Twitter Data Estimate Reality Show Outcomes?
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    Chapter 33 Domain Adaptation of Transformers for English Word Segmentation
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    Chapter 34 Entropy-Based Filter Selection in CNNs Applied to Text Classification
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    Chapter 35 Identifying Fine-Grained Opinion and Classifying Polarity on Coronavirus Pandemic
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    Chapter 36 Impact of Text Specificity and Size on Word Embeddings Performance: An Empirical Evaluation in Brazilian Legal Domain
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    Chapter 37 Machine Learning for Suicidal Ideation Identification on Twitter for the Portuguese Language
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    Chapter 38 Pre-trained Data Augmentation for Text Classification
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    Chapter 39 Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes
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    Chapter 40 Robust Ranking of Brazilian Supreme Court Decisions
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    Chapter 42 Semi-cupervised Sentiment Analysis of Portuguese Tweets with Random Walk in Feature Sample Networks
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    Chapter 43 The Use of Machine Learning in the Classification of Electronic Lawsuits: An Application in the Court of Justice of Minas Gerais
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    Chapter 44 Towards a Free, Forced Phonetic Aligner for Brazilian Portuguese Using Kaldi Tools
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    Chapter 45 Twitter Moral Stance Classification Using Long Short-Term Memory Networks
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    Chapter 46 A Study on the Impact of Intradomain Finetuning of Deep Language Models for Legal Named Entity Recognition in Portuguese