Multi-disciplinary Trends in Artificial Intelligence: 11th International Workshop, MIWAI 2017, Gadong, Brunei, November 20-22, 2017, Proceedings

Предња корица
Somnuk Phon-Amnuaisuk, Swee-Peng Ang, Soo-Young Lee
Springer, 25. 10. 2017. - 496 страница

This book constitutes the refereed conference proceedings of the 11th International Conference on Multi-disciplinary Trends in Artificial Intelligence, MIWAI 2017, held in Gadong, Brunei, in November 2017.

The 40 revised full papers presented were carefully reviewed and selected from 82 submissions. They are organized in the following topical sections: knowledge representation and reasoning; data mining and machine learning; deep learning and its applications; document analysis; intelligent information systems; swarm intelligence.

 

Садржај

Inference and Learning in Probabilistic Argumentation
3
Spatial Problem Solving in Spatial Structures
18
Transfer LearningBased Case Base Preparation for a CaseBased ReasoningBased Decision Making Support Model in the Educational Domain
30
Multilevel Search of a Knowledgebase for Semantic Parsing
44
Design of a Cloud Brokerage Architecture Using Fuzzy Rough Set Technique
54
Generating Tutorial Interventions for Teaching Situation Awareness in Dental Surgery Preliminary Report
69
Data Mining and Machine Learning
75
Validation of Machine Learning Classifiers Using Metamorphic Testing and Feature Selection Techniques
77
Generating Childrens Stories from Character and Event Models
266
Text Dimensionality Reduction for Document Clustering Using Hybrid Memetic Feature Selection
281
Intelligent Information Systems
290
LocationBased Services for Surrounding Area with Myanmar Language on Mobile Devices
293
Processing and Monitoring Algorithm for SolarPowered Smart Home in DCEnvironment System Based on RFRadio Node
304
A RealTime System for Detecting Aggressive Human Behavior in Cage Environment
315
Severity Assessment of ONOS SDN Controller
323
Formal Specifications and Analysis of an AgentBased Model for Cognitive Aspects of Fear of Crime
331

Packer Identification Using Hidden Markov Model
92
Case Study for Malaria Prediction in Northern Thailand
106
Multivariate Time Series Clustering Analysis for Human Balance Data
112
A Pilot Study
126
Deep Learning and Its Applications
137
Facial Expression Recognition Using a Hybrid CNNSIFT Aggregator
138
VisualOnly Word Boundary Detection
150
Combination of Domain Knowledge and Deep Learning for Sentiment Analysis
162
Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument
174
Speed Invariant Bearing Fault Characterization Using Convolutional Neural Networks
189
Neural Network Control Method for Mobile Robot Trajectory Tracking
199
What Does a Policy Network Learn After Mastering a Pong Game?
213
Document Analysis
223
A Case Study of Malay Sentiment Analysis
225
Analysis of the Reforming Languages by ImageBased Variations of LBP and NBP Operators
238
Usability Analysis of the Image and Interactive CAPTCHA via Prediction of the Response Time
252
An Anytime Algorithm for Scheduling Tasks for Multiagent Systems
346
Hybrid Model with MarginBased RealTime Face Detection and Tracking
360
A Bruneian Case Study
370
Optimal Route Assessment for Emergency Vehicles Travelling on Complex Road Network
380
An AI Implementation of Bruneis Ancient Traditional Game
391
Swarm Intelligence
406
SwapBased Discrete Firefly Algorithm for Traveling Salesman Problem
409
An Efficient New Memetic Method for the Traveling Salesman Problem with Time Windows
426
A Novel Approach of SetBased Particle Swarm Optimization with Memory State
437
A Spy Search Mechanism SSM for Memetic Algorithm MA in Dynamic Environments
450
Hybrid Simulated Annealing for the Biobjective Quadratic Assignment Problem
462
Solving the Manufacturing Cell Design Problem Using the Artificial Bee Colony Algorithm
473
Evolving 3D Models Using Interactive Genetic Algorithms and LSystems
485
Author Index
494
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