Advances in artificial intelligence : from theory to practice : 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, Arras, France, June 27-30, 2017, Proceedings. Part I

The two-volume set LNCS 10350 and 10351 constitutes the thoroughly refereed proceedings of the 30th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, held in Arras, France, in June 2017. The 70 revised full papers presented together with 45 short papers and 3 invited talks were carefully reviewed and selected from 180 submissions. They are organized in topical sections: constraints, planning, and optimization; data mining and machine learning; sensors, signal processing, and data fusion; recommender systems; decision support systems; knowledge representation and reasoning; navigation, control, and autonome agents; sentiment analysis and social media; games, computer vision; and animation; uncertainty management; graphical models: from theory to applications; anomaly detection; agronomy and artificial intelligence; applications of argumentation; intelligent systems in healthcare and mhealth for health outcomes; and innovative applications of textual analysis based on AI.--[Source inconnue] Front Matter....Pages I-XXIX Front Matter....Pages 1-1 Fuzzy Semantic Web Languages and Beyond....Pages 3-8 Rational Enterprise Architecture....Pages 9-18 Front Matter....Pages 19-19 Cluster-Specific Heuristics for Constraint Solving....Pages 21-30 Car Pooling Based on a Meta-heuristic Approach....Pages 31-40 Reactive Motion Planning with Qualitative Constraints....Pages 41-50 A New System for the Dynamic Shortest Route Problem....Pages 51-60 M-NSGA-II: A Memetic Algorithm for Vehicle Routing Problem with Route Balancing....Pages 61-71 A Matrix-Based Implementation of DE Algorithm: The Compensation and Deficiency....Pages 72-81 A Bayesian Model of Game Decomposition....Pages 82-91 Two-Timescale Learning Automata for Solving Stochastic Nonlinear Resource Allocation Problems....Pages 92-101 A Hybrid of Tabu Search and Simulated Annealing Algorithms for Preemptive Project Scheduling Problem....Pages 102-111 Elitist Ant System for the Distributed Job Shop Scheduling Problem....Pages 112-117 Fuzzy Reinforcement Learning for Routing in Multi-Hop Cognitive Radio Networks....Pages 118-123 FJS Problem Under Machine Breakdowns....Pages 124-130 A Dijkstra-Based Algorithm for Selecting the Shortest-Safe Evacuation Routes in Dynamic Environments (SSER)....Pages 131-135 Replication in Fault-Tolerant Distributed CSP....Pages 136-140 Optimal Route Prediction as a Smart Mobile Application of Gift Ideas....Pages 141-145 Front Matter....Pages 147-147 Machine Learning Approach to Detect Falls on Elderly People Using Sound....Pages 149-159 A Novel k-NN Approach for Data with Uncertain Attribute Values....Pages 160-170 On Combining Imputation Methods for Handling Missing Data....Pages 171-181 Front Matter....Pages 147-147 Supervised Feature Space Reduction for Multi-Label Nearest Neighbors....Pages 182-191 Stock Volatility Prediction Using Recurrent Neural Networks with Sentiment Analysis....Pages 192-201 Incremental Quantiles Estimators for Tracking Multiple Quantiles....Pages 202-210 Forecasting Passenger Flows Using Data Analytics....Pages 211-220 Co-location Rules Discovery Process Focused on Reference Spatial Features Using Decision Tree Learning....Pages 221-226 Virtual Career Advisor System with an Artificial Neural Network....Pages 227-234 Implicit Knowledge Extraction and Structuration from Electrical Diagrams....Pages 235-241 An Energy-Aware Learning Agent for Power Management in Mobile Devices....Pages 242-245 Front Matter....Pages 247-247 An Empirical Study on Verifier Order Selection in Serial Fusion Based Multi-biometric Verification System....Pages 249-258 Characterization of Cardiovascular Diseases Using Wavelet Packet Decomposition and Nonlinear Measures of Electrocardiogram Signal....Pages 259-266 Biometric Keystroke Signal Preprocessing Part I: Signalization, Digitization and Alteration....Pages 267-276 Robust Sensor Data Fusion Through Adaptive Threshold Learning....Pages 277-282 An Application of Fuzzy Signal-to-Noise Ratio to the Assessment of Manufacturing Processes....Pages 283-288 Biometric Keystroke Signal Preprocessing Part II: Manipulation....Pages 289-294 Computational Intelligence Techniques for Modelling the Critical Flashover Voltage of Insulators: From Accuracy to Comprehensibility....Pages 295-301 Front Matter....Pages 303-303 Replication and Reproduction in Recommender Systems Research - Evidence from a Case-Study with the rrecsys Library....Pages 305-314 A New User-Based Collaborative Filtering Under the Belief Function Theory....Pages 315-324 Aggregating Top-K Lists in Group Recommendation Using Borda Rule....Pages 325-334 An Analysis of Group Recommendation Heuristics for High- and Low-Involvement Items....Pages 335-344 SemCoTrip: A Variety-Seeking Model for Recommending Travel Activities in a Composite Trip....Pages 345-355 Front Matter....Pages 357-357 A New Dynamic Model for Anticipatory Adaptive Control of Airline Seat Reservation via Order Statistics of Cumulative Customer Demand....Pages 359-370 A Multi-Criteria Decision Support Framework for Interactive Adaptive Systems Evaluation....Pages 371-382 Application of Multi-Criteria Decision Making Method for Developing a Control Plan....Pages 383-393 Efficient Matching in Heterogeneous Rule Engines....Pages 394-406 Towards Extending Business Process Modeling Formalisms with Information and Knowledge Dimensions....Pages 407-425 Adaptive Planning in-Service Inspections of Fatigued Structures in Damage Tolerance Situations via Observations of Crack Growth Process....Pages 426-432 Introducing Causality in Business Rule-Based Decisions....Pages 433-439 Model-Based Diagnosis in Practice: Interaction Design of an Integrated Diagnosis Application for Industrial Wind Turbines....Pages 440-445 A New Model to Implement a SWOT Fuzzy ANP....Pages 446-452 Front Matter....Pages 453-453 Argumentative Approaches to Reasoning with Consistent Subsets of Premises....Pages 455-465 Volunteered Geographic Information Management Supported by Fuzzy Ontologies and Level-Based Approximate Reasoning....Pages 466-476 Regular and Sufficient Bounds of Finite Domain Constraints for Skeptical C-Inference....Pages 477-487 On Transformations and Normal Forms of Conditional Knowledge Bases....Pages 488-494 ADnOTO: A Self-adaptive System for Automatic Ontology-Based Annotation of Unstructured Documents....Pages 495-501 Ontologies in System Engineering: A Field Report....Pages 502-506 An Argumentative Agent-Based Model of Scientific Inquiry....Pages 507-510 Front Matter....Pages 511-511 Development of a Novel Driver Model Offering Human like Longitudinal Vehicle Control in Order to Simulate Emission in Real Driving Conditions....Pages 513-522 Consistency Check in a Multiple Viewpoint System for Reasoning About Occlusion....Pages 523-532 An Advanced Teleassistance System to Improve Life Quality in the Elderly....Pages 533-542 Learning the Elasticity of a Series-Elastic Actuator for Accurate Torque Control....Pages 543-552 Front Matter....Pages 511-511 The Effect of Rotation in the Navigation of Multi-level Buildings: A Pilot Study....Pages 553-558 NAO Robot, Transmitter of Social Cues: What Impacts?....Pages 559-568 Arduino as a Control Unit for the System of Laser Diodes....Pages 569-575 Front Matter....Pages 577-577 Timeline Summarization for Event-Related Discussions on a Chinese Social Media Platform....Pages 579-594 Evidential Link Prediction in Uncertain Social Networks Based on Node Attributes....Pages 595-601 Arabic Tweets Sentimental Analysis Using Machine Learning....Pages 602-610 Getting Frustrated: Modelling Emotional Contagion in Stranded Passengers....Pages 611-619 An Agent-Based Evacuation Model with Social Contagion Mechanisms and Cultural Factors....Pages 620-627 A Consensus Approach to Sentiment Analysis....Pages 628-634 Way of Coordination of Visual Modeling and Mental Imagery in Conceptual Solution of Project Task....Pages 635-638 Back Matter....Pages 639-642