Multi-disciplinary Trends in Artificial Intelligence: 11th International Workshop, MIWAI 2017, Gadong, Brunei, November 20-22, 2017, ProceedingsSomnuk 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. |
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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 |
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accuracy agents algorithm applied approach architecture argument B-tree binary Brunei CAPTCHA case-based reasoning character classified clustering cognitive computing ConceptNet concepts convolutional neural networks CSPs dataset decision making support deep learning distance domain dynamic evaluation evolutionary algorithm fear of crime feature selection firefly follow-up input fuzzy hybrid IEEE implementation improve interaction International Conference k-NN L-system language layer LNAI machine learning malware Memetic method MIWAI MPSNN Myanmar nodes optimization PABA packer parameters particle swarm optimization Pasang Emas patterns performance Phon-Amnuaisuk pixels position prediction proposed Publishing AG 2017 samples score SDFA semantic parsing sentiment analysis sentiment lexicon Serbian language simulation solution solving source input spatial Springer International Publishing step story strategy street light structure Table target task techniques transfer learning Traveling Salesman Problem vector WordNet XGBoost Yangon