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Progress in Artificial Intelligence

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Cover of 'Progress in Artificial Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 A Data Mining Approach Applied to the High School National Examination: Analysis of Aspects of Candidates to Brazilian Universities
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    Chapter 2 Between Clones and Snow-Flakes: Personalization in Intelligent Tutoring Systems
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    Chapter 3 Student Attention Evaluation System Using Machine Learning for Decision Making
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    Chapter 4 Combining Sentiment Analysis Scores to Improve Accuracy of Polarity Classification in MOOC Posts
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    Chapter 5 Reinforcement Learning in Multi-agent Games: Open AI Gym Diplomacy Environment
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    Chapter 6 Voxel Based Pathfinding with Jumping for Games
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    Chapter 7 A Reliable Information Acquisition Model for D&D Players
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    Chapter 8 Solving Motion and Action Planning for a Cooperative Agent Problem Using Geometry Friends
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    Chapter 9 Spatio-Temporal Attention Deep Recurrent Q-Network for POMDPs
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    Chapter 10 Vineyard Segmentation from Satellite Imagery Using Machine Learning
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    Chapter 11 Estimation of Vineyard Productivity Map Considering a Cost-Effective LIDAR-Based Sensor
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    Chapter 12 An Image-Based Deep Learning Model for Cannabis Diseases, Nutrient Deficiencies and Pests Identification
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    Chapter 13 Detection of Tomato Flowers from Greenhouse Images Using Colorspace Transformations
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    Chapter 14 Metbots: Metabolomics Robots for Precision Viticulture
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    Chapter 15 Nature Inspired Metaheuristics and Their Applications in Agriculture: A Short Review
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    Chapter 16 On KNoT Meta-Platform for IoT-Based Control of Storage Grains
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    Chapter 17 Grapevine Varieties Classification Using Machine Learning
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    Chapter 18 Cyberphysical Network for Crop Monitoring and Fertigation Control
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    Chapter 19 Soil Classification Based on Physical and Chemical Properties Using Random Forests
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    Chapter 20 Low-Cost IoT LoRa®Solutions for Precision Agriculture Monitoring Practices
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    Chapter 21 A Low-Cost System to Estimate Leaf Area Index Combining Stereo Images and Normalized Difference Vegetation Index
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    Chapter 22 Classification of an Agrosilvopastoral System Using RGB Imagery from an Unmanned Aerial Vehicle
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    Chapter 23 Digital Ampelographer: A CNN Based Preliminary Approach
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    Chapter 24 Learning from Monkeys: Authorship Issues Arising from AI Technology
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    Chapter 25 Legal Implications of Autonomous Vehicles: What We Know So Far and What’s Left to Work On
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    Chapter 26 The Role of Artificial Intelligence in the European e-Justice Paradigm – Suiting Effective Judicial Protection Demands
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    Chapter 27 Heart Sounds Classification Using Images from Wavelet Transformation
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    Chapter 28 A Multi-modal Deep Learning Method for Classifying Chest Radiology Exams
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    Chapter 29 Named Entity Recognition in Portuguese Neurology Text Using CRF
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    Chapter 30 Intelligent Control of an Exoskeleton for Rehabilitation Purposes Using a ROS-Based Software Architecture
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    Chapter 31 Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images
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    Chapter 32 Intelligent Virtual Assistant for Promoting Behaviour Change in Older People with T2D
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    Chapter 33 Towards to Use Image Mining to Classified Skin Problems - A Melanoma Case Study
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    Chapter 34 Regulating Blockchain Smart Contracts with Agent-Based Markets
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    Chapter 35 Machine Learning Methods for Radar-Based People Detection and Tracking
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    Chapter 36 Explorative Spatial Data Mining for Energy Technology Adoption and Policy Design Analysis
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    Chapter 37 Distributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management
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    Chapter 38 A Fuzzy System Applied to Photovoltaic Generator Management Aimed to Reduce Electricity Bill
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    Chapter 39 Demonstration of an Energy Consumption Forecasting System for Energy Management in Buildings
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    Chapter 40 Smart Home Appliances Usage Recommendation Using Multi-objective Optimization
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    Chapter 41 Hyper-parameter Optimization of Multi-attention Recurrent Neural Network for Battery State-of-Charge Forecasting
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    Chapter 42 Gradient Boosting Ensembles for Predicting Heating and Cooling Loads in Building Design
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    Chapter 43 Short-Term Streamflow Forecasting for Paraíba do Sul River Using Deep Learning
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    Chapter 44 Contextual Simulated Annealing Q-Learning for Pre-negotiation of Agent-Based Bilateral Negotiations
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    Chapter 45 Fair Remuneration of Energy Consumption Flexibility Using Shapley Value
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    Chapter 46 VDS Data-Based Deep Learning Approach for Traffic Forecasting Using LSTM Network
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    Chapter 47 A Reinforcement Learning Approach to Smart Lane Changes of Self-driving Cars
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    Chapter 48 LSTM-Based Anomaly Detection: Detection Rules from Extreme Value Theory
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    Chapter 49 Neural Network Based Large Neighborhood Search Algorithm for Ride Hailing Services
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    Chapter 50 Predicting Air Compressor Failures Using Long Short Term Memory Networks
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    Chapter 51 Travel Demand Forecasting: An Evolutionary Learning Approach
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    Chapter 52 Camera Calibration for CNN Based Generic Obstacle Detection
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    Chapter 53 Counting Cars from Aerial Videos Using Deep Learning
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    Chapter 54 How the Quality of Call Detail Records Influences the Detection of Commuting Trips
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    Chapter 55 Warranty Claim Rate Prediction Using Logged Vehicle Data
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    Chapter 56 Anomaly Detection in Vehicle Traffic Data Using Batch and Stream Supervised Learning
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    Chapter 57 Predicting the Impact of Text-Reading Using Decision Trees
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    Chapter 58 Benchmarking Collective Perception: New Task Difficulty Metrics for Collective Decision-Making
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    Chapter 59 Maximum Search Limitations: Boosting Evolutionary Particle Swarm Optimization Exploration
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    Chapter 60 Interval Differential Evolution Using Structural Information of Global Optimization Problems
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    Chapter 61 Hierarchical Classification of Transposable Elements with a Weighted Genetic Algorithm
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    Chapter 62 A Comparison of Genetic Algorithms and Particle Swarm Optimization to Estimate Cluster-Based Kriging Parameters
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    Chapter 63 A 3-Step Cartesian Genetic Programming for Designing Combinational Logic Circuits with Multiplexers
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    Chapter 64 Extending Local Search in Geometric Semantic Genetic Programming
Overall attention for this book and its chapters
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28 X users
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Title
Progress in Artificial Intelligence
Published by
Springer International Publishing, January 2019
DOI 10.1007/978-3-030-30241-2
ISBNs
978-3-03-030240-5, 978-3-03-030241-2
Editors

Paulo Moura Oliveira, Paulo Novais, Luís Paulo Reis

X Demographics

X Demographics

The data shown below were collected from the profiles of 28 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 29 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 29 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 9 31%
Researcher 6 21%
Student > Master 4 14%
Student > Doctoral Student 2 7%
Professor 1 3%
Other 1 3%
Unknown 6 21%
Readers by discipline Count As %
Engineering 7 24%
Computer Science 6 21%
Agricultural and Biological Sciences 5 17%
Environmental Science 1 3%
Chemistry 1 3%
Other 1 3%
Unknown 8 28%