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Intelligent Systems

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Cover of 'Intelligent Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks
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    Chapter 2 Regulation and Ethics of Facial Recognition Systems: An Analysis of Cases in the Court of Appeal in the State of São Paulo
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    Chapter 3 A Combinatorial Optimization Model and Polynomial Time Heuristic for a Problem of Finding Specific Structural Patterns in Networks
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    Chapter 4 Efficient Density-Based Models for Multiple Machine Learning Solutions over Large Datasets
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    Chapter 5 Exploring Text Decoding Methods for Portuguese Legal Text Generation
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    Chapter 6 Community Detection for Multi-label Classification
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    Chapter 7 A Monte Carlo Algorithm for Time-Constrained General Game Playing
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    Chapter 8 $$\alpha $$ α -MCMP: Trade-Offs Between Probability and Cost in SSPs with the MCMP Criterion
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    Chapter 9 Specifying Preferences over Policies Using Branching Time Temporal Logic
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    Chapter 10 Logic-Based Explanations for Linear Support Vector Classifiers with Reject Option
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    Chapter 11 The Multi-attribute Fairer Cover Problem
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    Chapter 12 A Custom Bio-Inspired Algorithm for the Molecular Distance Geometry Problem
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    Chapter 13 Allocating Dynamic and Finite Resources to a Set of Known Tasks
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    Chapter 14 A Multi-algorithm Approach to the Optimization of Thermal Power Plants Operation
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    Chapter 15 An Incremental MaxSAT-Based Model to Learn Interpretable and Balanced Classification Rules
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    Chapter 16 d-CC Integrals: Generalizing CC-Integrals by Restricted Dissimilarity Functions with Applications to Fuzzy-Rule Based Systems
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    Chapter 17 FeatGeNN: Improving Model Performance for Tabular Data with Correlation-Based Feature Extraction
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    Chapter 18 Hierarchical Time-Aware Approach for Video Summarization
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    Chapter 19 Analyzing College Student Dropout Risk Prediction in Real Data Using Walk-Forward Validation
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    Chapter 20 The Artificial Intelligence as a Technological Resource in the Application of Tasks for the Development of Joint Attention in Children with Autism
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    Chapter 21 Machine Teaching: An Explainable Machine Learning Model for Individualized Education
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    Chapter 22 BLUEX: A Benchmark Based on Brazilian Leading Universities Entrance eXams
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    Chapter 23 Towards Generating P-Contrastive Explanations for Goal Selection in Extended-BDI Agents
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    Chapter 24 Applying Theory of Mind to Multi-agent Systems: A Systematic Review
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    Chapter 25 A Spin-off Version of Jason for IoT and Embedded Multi-Agent Systems
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    Chapter 26 Hybrid Multilevel Explanation: A New Approach for Explaining Regression Models
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    Chapter 27 Explainability of COVID-19 Classification Models Using Dimensionality Reduction of SHAP Values
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    Chapter 28 An Explainable Model to Support the Decision About the Therapy Protocol for AML
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    Chapter 29 Bayes and Laplace Versus the World: A New Label Attack Approach in Federated Environments Based on Bayesian Neural Networks
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    Chapter 30 MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering
Attention for Chapter 6: Community Detection for Multi-label Classification
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Chapter title
Community Detection for Multi-label Classification
Chapter number 6
Book title
Intelligent Systems
Published by
Springer, Cham, January 2023
DOI 10.1007/978-3-031-45368-7_6
Book ISBNs
978-3-03-145367-0, 978-3-03-145368-7
Authors

Gatto, Elaine Cecília, Valejo, Alan Demétrius Baria, Ferrandin, Mauri, Cerri, Ricardo

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
 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 > Ph. D. Student 1 50%
Readers by discipline Count As %
Computer Science 2 100%

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