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Author International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (26th : 2013 : Amsterdam, Netherlands)

Title Recent trends in applied artificial intelligence : 26th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Amsterdam, the Netherlands, June 17-21, 2013 : proceedings / Moonis Ali [and others] (eds.)
Published Heidelberg : Springer, 2013
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Description 1 online resource (xx, 697 pages) : illustrations
Series Lecture notes in computer science ; 7906. Lecture notes in artificial intelligence
LNCS Sublibrary: SL 7 - Artificial Intelligence
Lecture notes in computer science ; 7906. 1611-3349
Lecture notes in computer science. Lecture notes in artificial intelligence.
LNCS sublibrary. SL 7, Artificial intelligence.
Contents Auctions and Negotiation. Developing Online Double Auction Mechanism for Fishery Markets / Kazuo Miyashita -- A Mediator-Based Agent Negotiation Protocol for Utilities That Change with Time / Keisuke Hara, Mikoto Okumura, Takayuki Ito -- Cognitive Modeling. Learning Parameters for a Cognitive Model on Situation Awareness / Richard Koopmanschap, Mark Hoogendoorn, Jan Joris Roessingh -- Fostering Social Interaction of Home-Bound Elderly People: The EasyReach System / Roberto Bisiani [and others] -- Cooperative Games with Incomplete Information among Secondary Base Stations in Cognitive Radio Networks / Jerzy Martyna -- Crowd Behavior Modeling. Ant Colony Optimisation for Planning Safe Escape Routes / Morten Goodwin [and others] -- A Spatio-temporal Probabilistic Model of Hazard and Crowd Dynamics in Disasters for Evacuation Planning / Ole-Christoffer Granmo, Jaziar Radianti, Morten Goodwin, Julie Dugdale -- Predicting Human Behavior in Crowds: Cognitive Modeling versus Neural Networks / Mark Hoogendoorn
Distributed Systems and Networks. Analyzing Grid Log Data with Affinity Propagation / Gabriele Modena, Maarten van Someren -- Using Ising Model to Study Distributed Systems Processing Capability / Facundo Caram [and others] -- Evolutionary Algorithms. Computing the Consensus Permutation in Mallows Distribution by Using Genetic Algorithms / Juan A. Aledo, Jose A. Gámez, David Molina -- A Hybrid Genetic Algorithm for the Maximum Satisfiability Problem / Lin-Yu Tseng, Yo-An Lin -- Knowledge Representation and Reasoning. An Object Representation Model Based on the Mechanism of Visual Perception / Hui Wei, Ziyan Wang -- Web Metadata Extraction and Semantic Indexing for Learning Objects Extraction / John Atkinson [and others] -- Pattern Recognition. Approximately Recurring Motif Discovery Using Shift Density Estimation / Yasser Mohammad, Toyoaki Nishida -- An Online Anomalous Time Series Detection Algorithm for Univariate Data Streams / Huaming Huang, Kishan Mehrotra, Chilukuri K. Mohan -- Assisting Web Site Navigation through Web Usage Patterns / Oznur Kirmemis Alkan, Pinar Karagoz
880-01 Robotics. Online Exploratory Behavior Acquisition of Mobile Robot Based on Reinforcement Learning / Manabu Gouko, Yuichi Kobayashi, Chyon Hae Kim -- Improved Sound Source Localization and Front-Back Disambiguation for Humanoid Robots with Two Ears / Ui-Hyun Kim, Kazuhiro Nakadai, Hiroshi G. Okuno -- Designing and Optimization of Omni-Directional Kick for Bipedal Robots / Syed Ali Raza, Sajjad Haider -- Aerial Service Vehicles for Industrial Inspection: Task Decomposition and Plan Execution / Jonathan Cacace [and others] -- A BSO-Based Algorithm for Multi-robot and Multi-target Search / Hannaneh Najd Ataei, Koorush Ziarati, Mohammad Eghtesad -- Text Mining. Economic Sentiment: Text-Based Prediction of Stock Price Movements with Machine Learning and WordNet / Arne Thorvald Gierløff Hollum, Borre P. Mosch, Zoltán Szlávik -- Feature Extraction Using Single Variable Classifiers for Binary Text Classification / Hakan Altınçay -- An Approach to Automated Learning of Conceptual Graphs from Text / Fulvio Rotella, Stefano Ferilli, Fabio Leuzzi -- Semi-supervised Latent Dirichlet Allocation for Multi-label Text Classification / Youwei Lu, Shogo Okada, Katsumi Nitta
880-01/(S Planning. GRASPing Examination Board Assignments for University-Entrance Exams / Jorge Puente-Peinador [and others] -- A Greedy Look-Ahead Heuristic for the Container Relocation Problem / Bo Jin, Andrew Lim, Wenbin Zhu -- Integrating Planning and Scheduling in the ISS Fluid Science Laboratory Domain / Amedeo Cesta [and others] -- Efficient Identification of Energy-Optimal Switching and Operating Sequences for Modular Factory Automation Systems / Sebastian Mechs [and others] -- Problem Solving. The Two-Dimensional Vector Packing Problem with Courier Cost Structure / Qian Hu, Andrew Lim, Wenbin Zhu -- Penguins Search Optimization Algorithm (PeSOA) / Youcef Gheraibia, Abdelouahab Moussaoui -- A Bidirectional Building Approach for the 2D Guillotine Knapsack Packing Problem / Lijun Wei, Andrew Lim, Wenbin Zhu -- Increasing the Antibandwidth of Sparse Matrices by a Genetic Algorithm / Petrica C. Pop, Oliviu Matei -- A New GA-Based Method for Temporal Constraint Problems / Reza Abbasian, Malek Mouhoub -- On Using the Theory of Regular Functions to Prove the ε-Optimality of the Continuous Pursuit Learning Automaton / Xuan Zhang [and others]
Special Session on Advances in Recommender Systems. Recommending Interest Groups to Social Media Users by Incorporating Heterogeneous Resources / Wei Zeng, Li Chen -- Recent Advances in Recommendation Systems for Software Engineering / Robert J. Walker -- WE-DECIDE: A Decision Support Environment for Groups of Users / Martin Stettinger [and others] -- Special Session on Business Process Intelligence. Logic-Based Incremental Process Mining in Smart Environments / Stefano Ferilli, Berardina De Carolis, Domenico Redavid -- Information Mining Processes Based on Intelligent Systems / Ramón García-Martínez, Paola Britos, Dario Rodríguez -- Customer Churn Detection System: Identifying Customers Who Wish to Leave a Merchant / Cosimo Birtolo [and others] -- Special Session on Decision Support for Safetyrelated Systems. Hazard Identification of the Offshore Three-Phase Separation Process Based on Multilevel Flow Modeling and HAZOP / Jing Wu [and others] -- Multilevel Flow Modeling Based Decision Support System and Its Task Organization / Xinxin Zhang, Morten Lind, Ole Ravn -- Simulation-Based Fault Propagation Analysis -- Application on Hydrogen Production Plant / Amir Hossein Hosseini, Sajid Hussain, Hossam A. Gabbar -- Automatic Decomposition and Allocation of Safety Integrity Levels Using a Penalty-Based Genetic Algorithm / David Parker [and others] -- HAZOP Analysis System Compliant with Equipment Models Based on SDG / Ken Isshiki [and others]
Special Session on Innovations in Intelligent Computation and Applications. TAIEX Forecasting Based on Fuzzy Time Series and Technical Indices Analysis of the Stock Market / Shyi-Ming Chen, Cheng-Yi Wang -- Hierarchical Gradient Diffusion Algorithm for Wireless Sensor Networks / Hong-Chi Shih [and others] -- Constructing a Diet Recommendation System Based on Fuzzy Rules and Knapsack Method / Rung-Ching Chen [and others] -- An Intelligent Stock-Selecting System Based on Decision Tree Combining Rough Sets Theory / Shou-Hsiung Cheng -- Cloud-Based LED Light Management System and Implementation Based-on Wireless Communication / Yi-Ting Chen [and others] -- A Study on Online Game Cheating and the Effective Defense / Albert B. Jeng, Chia Ling Lee -- Credit Rating Analysis with Support Vector Machines and Artificial Bee Colony Algorithm / Mu-Yen Chen, Chia-Chen Chen, Jia-Yu Liu -- An ACO Algorithm for the 3D Bin Packing Problem in the Steel Industry / Miguel Espinheira Silveira, Susana Margarida Vieira, João Miguel Da Costa Sousa
Special Session on Intelligent Image and Signal Processing. Controlling Search Using an S Decreasing Constriction Factor for Solving Multi-mode Scheduling Problems / Reuy-Maw Chen, Chuin-Mu Wang -- Extracting Blood Vessel in Sclera-Conjunctiva Image Based on Fuzzy C-means and Modified Cone Responses / Jzau-Sheng Lin, Yu-Yang Huang, Yu-Yi Liao -- A Spherical Coordinate Based Fragile Watermarking Scheme for 3D Models / Cheng-Chih Huang [and others] -- Palm Image Recognition Using Image Processing Techniques / Wen-Yuan Chen, Yu-Ming Kuo, Chin-Ho Chung -- Liver Cell Nucleuses and Vacuoles Segmentation by Using Genetic Algorithms for the Tissue Images / Ching-Te Wang [and others] -- Mouth Location Based on Face Mask and Projection / Hui-Yu Huang, Yan-Ching Lin -- Environmental Background Sounds Classification Based on Properties of Feature Contours / Tomasz Maka -- On the Prediction of Floor Identification Credibility in RSS-Based Positioning Techniques / Maciej Grzenda -- A Study of Vessel Origin Detection on Retinal Images / Chun-Yuan Yu [and others] -- The Tires Worn Monitoring Prototype System Using Image Clustering Technology / Shih-Yen Huang [and others] -- Quality Assessment Model for Critical Manufacturing Process of Crystal Oscillator / Kuen-Suan Chen [and others] -- Local Skew Estimation in Moving Business Cards / Chun-Ming Tsai -- Special Session on Machine Learning Methods Applied to Manufacturing Processes and Production Systems -- Imbalanced Learning Ensembles for Defect Detection in X-Ray Images / José Francisco Díez-Pastor, César García-Osorio, Víctor Barbero-García -- Improvements in Modelling of Complex Manufacturing Processes Using Classification Techniques / Pedro Santos [and others] -- A Study on the Use of Machine Learning Methods for Incidence Prediction in High-Speed Train Tracks / Christoph Bergmeir [and others] -- Estimating the Maximum Shear Modulus with Neural Networks / Manuel Cruz, Jorge M. Santos, Nuno Cruz
Summary This volume constitutes the thoroughly refereed conference proceedings of the 26th International Conference on Industrial Engineering and Other Applications of Applied Intelligence Systems, IEA/AIE 2013, held in Amsterdam, The Netherlands, in June 2013. The total of 71 papers selected for the proceedings were carefully reviewed and selected from 185 submissions. The papers focus on the following topics: auctions and negotiation, cognitive modeling, crowd behavior modeling, distributed systems and networks, evolutionary algorithms, knowledge representation and reasoning, pattern recognition, planning, problem solving, robotics, text mining, advances in recommender systems, business process intelligence, decision support for safety-related systems, innovations in intelligent computation and applications, intelligent image and signal processing, and machine learning methods applied to manufacturing processes and production systems
Bibliography Includes bibliographical references and index
Subject Artificial intelligence -- Congresses.
Artificial intelligence -- Congresses -- Industrial applications.
Intelligent agents (Computer software) -- Congresses.
Intelligent control systems -- Congresses.
Artificial Intelligence.
Genre/Form Conference papers and proceedings.
Computer software.
Conference papers and proceedings.
Form Electronic book
Author Ali, Moonis.
ISBN 9783642385773 (electronic bk.)
364238577X (electronic bk.)
Other Titles IEA/AIE 2013