Distributed Computing and Artificial Intelligence, 14th International Conference

✍ Scribed by Faria, Pedro; Omatu, Sigeru; Prieto, Javier; Rodríguez, Sara; Sitek, Paweł; Villarrubia, Gabriel

• Tongue: English
• Leaves: 357
• Series: Advances in Intelligent Systems and Computing 620
• Category: Library

✦ Synopsis

The 14th International Symposium on Distributed Computing and Artificial Intelligence 2017 (DCAI 2017) provided a forum for presenting the application of innovative techniques to study and solve complex problems. The exchange of ideas between scientists and technicians from both the academic and industrial sector is essential to advancing the development of systems that can meet the ever-growing demands of today’s society.

The book brings together past experience, current work and promising future trends in distributed computing, artificial intelligence and their applications to efficiently solve real-world problems. It combines contributions in well-established and evolving areas of research, including the content of the DCAI 17 Special Sessions, which focused on multi-disciplinary and transversal aspects, such as AI-driven methods for multimodal networks and processes modeling, and secure management towards smart buildings and smart grids.

The symposium was jointly organized by the Polytechnic of Porto, the Osaka Institute of Technology and the University of Salamanca. The latest event was held in Porto, Portugal, from 21st to 23rd June 2017.

✦ Table of Contents

Front Matter....Pages i-xviii
Front Matter....Pages 1-1
Optimization of urban freight distribution with different time constraints - a hybrid approach....Pages 3-10
Artificial bee colony algorithms for two-sided assembly line worker assignment and balancing problem....Pages 11-18
Cyclic steady state behavior subject to grid-like network constraints....Pages 19-28
Application of Fuzzy Logic and Genetic Algorithms in Automated Works Transport Organization....Pages 29-36
Quality Assessment of Implementation of Strategy Design Pattern....Pages 37-44
Minimizing energy consumption in a straight robotic assembly line using differential evolution algorithm....Pages 45-52
The effectiveness of data mining techniques in the detection of DDoS attacks....Pages 53-60
Front Matter....Pages 61-61
Statistics-Based Approach to Enable Consumer Profile Definition for Demand Response Programs....Pages 63-70
Feature Extraction-Based Method for Voltage Sag Source Location in the Context of Smart Grids....Pages 71-78
A multi-agent system for energy trading between prosumers....Pages 79-86
Smart Grids Data Management: A Case for Cassandra....Pages 87-95
Data Mining for Prosumers Aggregation considering the Self-Generation....Pages 96-103
Front Matter....Pages 105-105
Control of Accuracy of Forming Elastic-Deformable Shafts with Low Rigidity....Pages 107-114
A Negotiation Algorithm for Decision-Making in the Construction Domain....Pages 115-123
Deep neural networks and transfer learning applied to multimedia web mining....Pages 124-131
Predicting the risk of suffering chronic social exclusion with machine learning....Pages 132-139
Semantic Profiling and Destination Recommendation based on Crowd-sourced Tourist Reviews....Pages 140-147
Robustness of Coordination Mechanisms in Distributed Problem Solving against Erroneous Communication....Pages 148-156
A Sentiment Analysis Model to Analyze Students Reviews of Teacher Performance Using Support Vector Machines....Pages 157-164
Proposal of Wearable Sensor-Based System for Foot Temperature Monitoring....Pages 165-172
Front Matter....Pages 105-105
Modeling and checking robustness of communicating autonomous vehicles....Pages 173-180
Rule based classifiers for diagnosis of mechanical ventilation in Guillain-Barré Syndrome....Pages 181-188
CKMultipeer: Connecting Devices Without Caring about the Network....Pages 189-196
Disease diagnosis on short-cycle and perennial crops: An approach guided by ontologies....Pages 197-205
A Simulator’s Specifications for Studying Students’ Engagement in a Classroom....Pages 206-214
Energy Analyzer Emulation for Energy Management Simulators....Pages 215-222
A Syntactic Treatment for Free and Bound Pronouns in a Type-Logical Grammar....Pages 223-230
Personal Peculiarity Classification of Flat Finishing Skill Training by using Torus type Self-Organizing Maps....Pages 231-238
A Block-separable Parallel Implementation for the Weighted Distribution Matching Similarity Measure....Pages 239-246
Artificial Curation for Creating Learners Manual based on Data Semantics and User Personality....Pages 247-253
Privacy-Utility Feature Selection as a tool in Private Data Classification....Pages 254-261
Inference of Channel Priorities for Asynchronous Communication....Pages 262-269
Trends in Gravitational Search Algorithm....Pages 270-277
The Evolutionary Deep Learning based on Deep Convolutional Neural Network for the Anime Storyboard Recognition....Pages 278-285
Preliminary Study of Multi-modal Dialogue System for Personal Robot with IoTs....Pages 286-292
Odor Classification for Human Breath Using Neural Networks....Pages 293-300
Outline of a Generalization of Kinetic Theory to Study Opinion Dynamics....Pages 301-308
Automatic Scheduling of Dependency-Based Workflows....Pages 309-317
Preliminary study for improving accuracy on Indoor positioning method using compass and walking detect....Pages 318-325
Recognition of Table Images Using K Nearest Neighbors and Convolutional Neural Networks....Pages 326-333
Front Matter....Pages 105-105
Development of Hands-free Speech Enhancement System for Both EL-users and Esophageal Speech Users....Pages 334-341
Back Matter....Pages 343-344