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Intelligent Systems

Overview of attention for book
Cover of 'Intelligent Systems'

Table of Contents

  1. Altmetric Badge
    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 10: Logic-Based Explanations for Linear Support Vector Classifiers with Reject Option
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  • Above-average Attention Score compared to outputs of the same age and source (62nd percentile)

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Chapter title
Logic-Based Explanations for Linear Support Vector Classifiers with Reject Option
Chapter number 10
Book title
Intelligent Systems
Published in
arXiv, January 2023
DOI 10.1007/978-3-031-45368-7_10
Book ISBNs
978-3-03-145367-0, 978-3-03-145368-7
Authors

Rocha, Francisco Mateus, Rocha, Thiago Alves, Ribeiro, Reginaldo Pereira Fernandes, Rocha, Ajalmar Rêgo, Francisco Mateus Rocha Filho, Thiago Alves Rocha, Reginaldo Pereira Fernandes Ribeiro, Ajalmar Rêgo da Rocha Neto

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The data shown below were collected from the profiles of 2 X users who shared this research output. Click here to find out more about how the information was compiled.
 Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 26 March 2024.
All research outputs
#16,862,842
of 25,576,275 outputs
Outputs from arXiv
#312,802
of 929,585 outputs
Outputs of similar age
#255,449
of 477,767 outputs
Outputs of similar age from arXiv
#9,640
of 29,536 outputs
Altmetric has tracked 25,576,275 research outputs across all sources so far. This one is in the 32nd percentile – i.e., 32% of other outputs scored the same or lower than it.
So far Altmetric has tracked 929,585 research outputs from this source. They receive a mean Attention Score of 4.3. This one has gotten more attention than average, scoring higher than 61% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 477,767 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 43rd percentile – i.e., 43% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 29,536 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 62% of its contemporaries.

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