Distributed Computing and Artificial Intelligence, 17th International Conference

Name: Distributed Computing and Artificial Intelligence, 17th International Conference
Brand: Springer
Price: 171.19 EUR
Availability: OnlineOnly

Yucheng Dong Enrique Herrera-Viedma Kenji Matsui Shigeru Omatsu Alfonso González Briones Sara Rodríguez González(Editor)

Springer (Publisher)

Published on 6. August 2020

XVI, 334 pages

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978-3-030-53036-5 (ISBN)

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Content

Intro
Preface
Organization
Honorary Chairman
Program Committee Chairs
Workshop Chair
Advisory Board
Scientific Committee
Organizing Committee
Local Organizing Committee
DCAI 2020 Sponsors
Contents
A Risk-Driven Model for Traffic Simulation
1 Introduction
2 Driving Model
2.1 Formalisation of the Model
2.2 Movement Rules and Regulation Mechanism
2.3 Calibration of Parameters
3 Validation of the Behavioural Model
3.1 Perception Distance
3.2 Inter-vehicle Distance
3.3 Lane Switching
4 Conclusion
References
SMARTSEC4COP: Smart Cyber-Grooming Detection Using Natural Language Processing and Convolutional Neural Networks
1 Introduction
2 Materials and Methods
2.1 Preprocessing
2.2 W2V Transformation
2.3 Classification Model
3 Results
4 Conclusions and Future Work
References
Improving BERT with Focal Loss for Paragraph Segmentation of Novels
1 Introduction
2 Related Works
2.1 Imbalanced Classification
2.2 Text Segmentation
3 Datasets
4 Methodology
4.1 BERT
4.2 Loss Function
5 Experiment
5.1 Experimental Settings
5.2 Evaluation Metrics
5.3 Experimental Results
6 Conclusions and Future Works
References
Parallel Implementation of Nearest Feature Line and Rectified Nearest Feature Line Segment Classifiers Using OpenMP
1 Introduction
2 OpenMP Parallelization of NFL and RNFLS Classifiers
2.1 Nearest Feature Line and Its Parallelization
2.2 Rectified Nearest Feature Line Segment and Its Parallelization
3 Experimental Results
4 Conclusions
References
Let's Accept a Mission Impossible with Formal Argumentation, or Not
1 Introduction
1.1 Research Problem
1.2 The Objective
1.3 Related Work
2 Technical Preliminaries
3 Causal Abstract Argumentation or Bipolar Argumentation with Causal Support Interpretation
3.1 Acceptability Semantics
4 Conclusion
References
Analysis of Partial Semantic Segmentation for Images of Four-Scene Comics
1 Introduction
2 Related Work
2.1 DeepLabv3+
2.2 Comic Engineering
3 Dataset
4 Experimental Setup
5 Numerical Experiment
6 Conclusion
References
Two Agent-Oriented Programming Approaches Checked Against a Coordination Problem
1 Introduction
2 Jadescript and Jason in Brief
3 The Santa Claus Coordination Problem
4 Quantitative Comparison
5 Conclusion
References
Context-Aware Information for Smart Retailers
1 Introduction
2 Basic Approach
3 Design and Implementation
3.1 Context Information Manager
3.2 Runtime System
3.3 Mobile Agent-Based Content
4 Current Status
5 Related Work
6 Conclusion
References
Morphometric Characteristics in Discrete Domain for Brain Tumor Recognition
1 Introduction
2 Materials and Methods
2.1 Data Base
2.2 Pre-processing and ROI Definition
2.3 Form Descriptors
2.4 Contact Surface Area
2.5 Discrete Curvature
2.6 Discreet Tortuosity
2.7 Volumetric Ratio
3 Results
4 Discussion and Conclusion
References
Filtering Distributed Information to Build a Plausible Scene for Autonomous and Connected Vehicles
1 Introduction
2 Context and Related Work
2.1 Data Fusion
2.2 Related Work
3 Proposed Approach
3.1 Terminology and Outline of the Study
3.2 Criteria for Selecting Sources
3.3 The Algorithm
4 Implementation and Experimentation
4.1 Results of Experiments and Discussion
5 Conclusion and Perspectives
References
A Lightweight Pedestrian Detection Model for Edge Computing Systems
1 Introduction
2 Related Works
2.1 Deep Learning-Based Detection Approaches
2.2 Design of Lightweight Detection Models
3 The Proposed Approach
4 Experimental Results
5 Conclusion
References
Collaborative Recommendations in Online Judges Using Autoencoder Neural Networks
1 Introduction
2 Related Works and Background
2.1 Programming Contests and Online Judges
2.2 Recommender Systems in OJs
2.3 Recommender Systems and Artificial Neural Networks
3 Recommending Tasks Using Autoencoder Neural Network
4 Experimental Evaluation
5 Conclusions
References
Natural Language Inference in Ordinary and Support Verb Constructions
1 Introduction
2 The Software: NLPYTALY
2.1 The Software: Sentence (1)
2.2 The Software: Sentence (2)
3 Support vs. Ordinary Verbs
4 Conclusion
References
Comparative Analysis Between Different Automatic Learning Environments for Sentiment Analysis
1 Introduction
2 Proposed Approach
2.1 Pre-processing
2.2 Characteristic Extraction
2.3 Training Phase
2.4 Test Phase
2.5 Evaluation
2.6 Accuracy and Recall
3 Obtained Results
3.1 Data Set
3.2 Experimental Results
4 Comparison of Results Between Python and Weka
5 Conclusions
References
Context-Aware Music Recommender System Based on Automatic Detection of the User's Physical Activity
1 Introduction
2 Context-Aware Recommendation Systems in Music
2.1 Related Work
2.2 Adding the Context: Influence of Music on Activity Performance
3 Case Study: CARS in Music Streaming Services
3.1 Classification of Physical Activity
3.2 Classification of the Songs According to the Activity
3.3 Recommendation to the User
3.4 User Testing Evaluation
4 Conclusions and Future Lines
References
Classification of Chest Diseases Using Deep Learning
1 Introduction
2 Problem Statement
3 Proposed Solution
3.1 Proposed Architecture
3.2 Training Process
4 Results and Discussion
4.1 Training and Validation Results
4.2 Comparison with the Original ChestX-Ray8 Model
4.3 Discussion on Limitations and Extensions of the Proposed Approach
5 Conclusions
References
Mobile Device-Based Speech Enhancement System Using Lip-Reading
1 Introduction
2 Preliminary UI Testing of the Speech Enhancement System
3 Word Recognition Algorithm
3.1 Data Collection and Preprocessing of the Lip-Reading System
3.2 Feature Extraction of Viseme Images
3.3 Generation of the Feature Vector Sequences
3.4 Generation of the Training Data for Word Recognition Model
3.5 Word Recognition Experiment Using VAE Encoder and CNN
4 Discussion
5 Conclusions
References
Mobile Networks and Internet of Things: Contributions to Smart Human Mobility
1 Introduction
2 A Survey on Connectivity Platforms in IoT
3 Mobile Networks Applications
3.1 5G Architecture
3.2 Impact on Cities
4 Emergent Mobile Technologies and Infrastructures
4.1 Impact on IoT
4.2 Impact on Asset Tracking Applications
5 Conclusions
References
Design and Implementation of a System to Determine Property Tax Through the Processing and Analysis of Satellite Images
1 Introduction
2 Methodology
2.1 Neural Networks
2.2 Obtaining the Reference
2.3 Edge Detection
3 Results and Discussion
4 Conclusions
References
Multi-step Ultraviolet Index Forecasting Using Long Short-Term Memory Networks
1 Introduction
2 State of the Art
3 Materials and Methods
3.1 Data Collection
3.2 Data Exploration
3.3 Data Preparation
3.4 Evaluation Metrics
3.5 LSTMs
4 Experiments
5 Results and Discussion
6 Conclusions
References
Multispectral Image Analysis for the Detection of Diseases in Coffee Production
1 Introduction
2 Related Studies
3 Materials and Methods
3.1 Study Area
3.2 Used Images
3.3 Field Sampling for Training and Validation
3.4 Band Combination
3.5 Calculation of the Normalized Difference Vegetation Index (NDVI)
3.6 Segmentation and Classification of Images
4 Experiments and Results
5 Conclusions and Future Research
References
Photograph Classification Based on Main Theme and Multiple Values by Deep Neural Networks
1 Introduction
2 Dataset
2.1 Construction of Dataset
2.2 Label of Dataset
3 Experiment
3.1 Classification
3.2 Visualization
4 Consideration
5 Conclusion
References
In-Vehicle Violence Detection in Carpooling: A Brief Survey Towards a General Surveillance System
1 Introduction
2 State of the Art
3 The Sample Setup
4 Results and Discussion
5 Conclusion
References
Multiagent Systems and Role-Playing Games Applied to Natural Resources Management
1 Introduction
2 Theoretical Basis
2.1 Multiagent Systems
2.2 Role-Playing Games
2.3 Natural Resources Management
2.4 Integration of the Areas
2.5 Methodologies
2.6 Related Projects
3 The Proposed RPG
3.1 The Calculation Engine
4 Conclusions and Further Works
References
A Systematic Review to Multiagent Systems and Regulatory Networks
1 Introduction
2 Methodology
3 Results Analysis
4 Conclusions
References
The Reversibility of Cellular Automata on Trees with Loops
1 Introduction
2 Linear Cellular Automata on Trees with Loops
2.1 General Considerations
2.2 Linear CA on Full Trees with Loops
3 Solving the Reversibility Problem
4 Conclusions and Further Work
References
Virtual Reality Tool for Learning Sign Language in Spanish
1 Introduction
1.1 State of the Art
1.2 Virtual Reality
2 Methodology
3 Design
4 Development
5 Conclusions
6 Future Research
References
Data Augmentation Using Gaussian Mixture Model on CSV Files
1 Introduction
2 Related Work
3 Data and Proposed Method
3.1 Data Filtration
3.2 Proposed Method
4 Results
5 Conclusion and Future Work
References
Sentiment Analysis in Twitter: Impact of Morphological Characteristics
1 Introduction
1.1 Related Studies
2 Experiments
2.1 Data Set
2.2 Description of the Characteristics
2.3 Classifier
3 Results
4 Conclusions
References
The Use of Artificial Intelligence for Clinical Coding Automation: A Bibliometric Analysis
1 Introduction
2 Methods
2.1 Bibliographic Database
2.2 Study Design
2.3 Software and Data Analysis
3 Results
3.1 Keywords
3.2 Publication Year
3.3 Documents by Source
3.4 Documents by Country
3.5 Documents by Type
3.6 Authors and Co-authorships
4 Discussion
5 Conclusion
References
A Feature Based Approach on Behavior Analysis of the Users on Twitter: A Case Study of AusOpen Tennis Championship
1 Introduction to Social Media
1.1 Behavior Analysis
1.2 Data Extraction on Social Media
2 Related Work
3 Data Extraction from Twitter API
4 Feature Extraction Using Graph Theory and Analysis
5 Different User Groups Base on Behaviors
6 Results
7 Conclusion and Future Work
References
S-COGIT: A Natural Language Processing Tool for Linguistic Analysis of the Social Interaction Between Individuals with Attention-Deficit Disorder
1 Introduction
2 Theoretical Review
3 Materials and Methods
3.1 System Architecture
3.2 NLP Processing Techniques
4 Results
5 Conclusions
References
A Machine Learning Platform for Stock Investment Recommendation Systems
1 Introduction
2 Related Work
3 Proposal
3.1 The Data: Spanish Continuous Market
3.2 Machine Learning Algorithms for Prediction
4 Results
5 Conclusion
References
Applying Machine Learning Classifiers in Argumentation Context
1 Introduction
2 Related Work
3 Training the Classifier of Arguments Relations
4 Discussion
5 Conclusions
References
Type-Theory of Parametric Algorithms with Restricted Computations
1 Introduction
2 Algorithms with Acyclic Recursion and Restrictor
3 Denotational Semantics of LAR
4 Reduction Calculus
5 Algorithmically Restricted Memory Parameters
6 On Algorithmic Semantics and Memory Constraints
6.1 Formalization of the Notion of Iterative Algorithm
6.2 Algorithmic Semantics and Constants
6.3 Parametric Algorithms with Restrictions
7 Definite Descriptions
8 Conclusion and Forthcoming Work
References
Author Index

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Distributed Computing and Artificial Intelligence, 17th International Conference

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