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Intelligent Systems

Overview of attention for book
Cover of 'Intelligent Systems'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 A Sequential Recommender System with Embeddings Based on GraphSage Aggregators
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    Chapter 2 Least-Squares Linear Dilation-Erosion Regressor Trained Using a Convex-Concave Procedure
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    Chapter 3 Exploration Versus Exploitation in Model-Based Reinforcement Learning: An Empirical Study
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    Chapter 4 BoVW-CAM: Visual Explanation from Bag of Visual Words
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    Chapter 5 Using BERT to Predict the Brazilian Stock Market
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    Chapter 6 Human Action Recognition Based on 2D Poses and Skeleton Joints
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    Chapter 7 Self-learning Methodology Based on Degradation Estimation for Underwater Image Enhancement
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    Chapter 8 When Less May Be More: Exploring Similarity to Improve Experience Replay
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    Chapter 9 Human Identification Based on Gait and Soft Biometrics
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    Chapter 10 Training Aware Sigmoidal Optimization
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    Chapter 11 Combining Neural Networks and a Color Classifier for Fire Detection
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    Chapter 12 A Study of Emergency Siren Recognition on Resource-Constrained Devices
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    Chapter 13 A Probabilistically-Oriented Analysis of the Performance of ASR Systems for Brazilian Radios and TVs
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    Chapter 14 A Reward Function Using Image Processing for a Deep Reinforcement Learning Approach Applied to the Sonic the Hedgehog Game
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    Chapter 15 Predicting Failures in HDDs with Deep NN and Irregularly-Sampled Data
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    Chapter 16 Protein Molecular Function Annotation Based on Transformer Embeddings
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    Chapter 17 Event Detection in Therapy Sessions for Children with Autism
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    Chapter 18 On Social Consensus Mechanisms for Federated Learning Aggregation
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    Chapter 19 MegaLite PT : A Corpus of Literature in Portuguese for NLP
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    Chapter 20 A Survey of Recent Advances on Two-Step 3D Human Pose Estimation
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    Chapter 21 Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets
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    Chapter 22 A Comparative Study of Federated Versus Centralized Learning for Time Series Prediction in IoT
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    Chapter 23 A Hybrid System with Nonlinear Combination for Wind Speed Forecasting
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    Chapter 24 Detecting Malicious HTTP Requests Without Log Parser Using RequestBERT-BiLSTM
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    Chapter 25 Aiding Glaucoma Diagnosis from the Automated Classification and Segmentation of Fundus Images
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    Chapter 26 Offline and Online Neural Network Learning in the Context of Smart Homes and Fog Computing
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    Chapter 27 Improved Alternative Average Support Value for Automatic Ingredient Substitute Recommendation in Cooking Recipes
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    Chapter 28 Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points
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    Chapter 29 Impact of Morphological Segmentation on Pre-trained Language Models
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    Chapter 30 Learning Global Optimization by Deep Reinforcement Learning
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    Chapter 31 A Frequency Learning Approach Based on the Hartley Transform for Texture Classification
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    Chapter 32 How Resilient Are Imitation Learning Methods to Sub-optimal Experts?
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    Chapter 33 To Answer or Not to Answer? Filtering Questions for QA Systems
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    Chapter 34 Deep Learning-Based Abstractive Summarization for Brazilian Portuguese Texts
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    Chapter 35 Interact2Vec: Neural Item and User Embedding for Collaborative Filtering
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    Chapter 36 Deep Learning-Based COVID-19 Screening Using Photographs of Chest X-Rays Displayed in Computer Monitors
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    Chapter 37 Artificial Neural Networks to Analyze Energy Consumption and Temperature of UAV On-Board Computers Executing Algorithms for Object Detection
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    Chapter 38 FastContext: Handling Out-of-Vocabulary Words Using the Word Structure and Context
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    Chapter 39 A Wrapper Approach for Video Anomaly Detection Applying Light Gradient Boosting Machine in a Multiple Instance Learning Setting
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    Chapter 40 PAN RAM Bootstrapping Regressor - A New RAM-Based Architecture for Regression Problems
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    Chapter 41 ConveXplainer for Graph Neural Networks
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    Chapter 42 Extreme Learning Machine to Graph Convolutional Networks
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    Chapter 43 Sequence Labeling Algorithms for Punctuation Restoration in Brazilian Portuguese Texts
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    Chapter 44 Neural Architecture Search Applied to Hybrid Morphological Neural Networks
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    Chapter 45 Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks
Attention for Chapter 28: Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points
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Chapter title
Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points
Chapter number 28
Book title
Intelligent Systems
Published in
arXiv, January 2023
DOI 10.1007/978-3-031-21689-3_28
Book ISBNs
978-3-03-121688-6, 978-3-03-121689-3
Authors

Marlon Sproesser Mathias, Wesley Pereira de Almeida, Marcel Rodrigues de Barros, Jefferson Fialho Coelho, Lucas Palmiro de Freitas, Felipe Marino Moreno, Caio Fabricio Deberaldini Netto, Fabio Gagliardi Cozman, Anna Helena Reali Costa, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Marcelo Dottori, Mathias, Marlon S., de Almeida, Wesley P., Coelho, Jefferson F., de Freitas, Lucas P., Moreno, Felipe M., Netto, Caio F. D., Cozman, Fabio G., Reali Costa, Anna Helena, Tannuri, Eduardo A., Gomi, Edson S., Dottori, Marcelo

X Demographics

X Demographics

The data shown below were collected from the profiles of 3 X users 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 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 5 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 20%
Student > Doctoral Student 1 20%
Student > Master 1 20%
Unknown 2 40%
Readers by discipline Count As %
Engineering 2 40%
Computer Science 1 20%
Unknown 2 40%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. 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 20 January 2023.
All research outputs
#18,912,355
of 24,093,053 outputs
Outputs from arXiv
#476,986
of 1,018,817 outputs
Outputs of similar age
#299,485
of 436,134 outputs
Outputs of similar age from arXiv
#14,023
of 36,791 outputs
Altmetric has tracked 24,093,053 research outputs across all sources so far. This one is in the 18th percentile – i.e., 18% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1,018,817 research outputs from this source. They receive a mean Attention Score of 4.0. This one is in the 43rd percentile – i.e., 43% of its peers scored the same or lower than it.
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 436,134 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 27th percentile – i.e., 27% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 36,791 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 54% of its contemporaries.