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Modern Approaches in Applied Intelligence

24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 – July 1, 2011, Proceedings, Part II

  • Kishan G. Mehrotra
  • Chilukuri K. Mohan
  • Jae C. Oh
  • Pramod K. Varshney
  • Moonis Ali
Conference proceedings IEA/AIE 2011

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6704)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 6704)

Table of contents

  1. Front Matter
    PDF

  2. Section 1: Cognitive Computing Facets in Intelligent Interaction

    1. Environmental Sound Recognition for Robot Audition Using Matching-Pursuit
      Nobuhide Yamakawa, Toru Takahashi, Tetsuro Kitahara, Tetsuya Ogata, Hiroshi G. Okuno
      Pages 1-10
    2. Cognitive Aspects of Programming in Pictures
      Yutaka Watanobe, Rentaro Yoshioka, Nikolay Mirenkov
      Pages 11-20
    3. An Approach for Smoothly Recalling the Interrupted Tasks by Memorizing User Tasks
      Kohei Sugawara, Hamido Fujita
      Pages 21-26
    4. Implementing an Efficient Causal Learning Mechanism in a Cognitive Tutoring Agent
      Usef Faghihi, Philippe Fournier-viger, Roger Nkambou
      Pages 27-36
    5. Model Checking Commitment Protocols
      Mohamed El-Menshawy, Jamal Bentahar, Rachida Dssouli
      Pages 37-47
    6. Mobile Architecture for Communication and Development of Applications Based on Context
      L. M. Soria-Morillo, J. A. Ortega-Ramírez, L. González-Abril, J. A. Álvarez-García
      Pages 48-57
    7. A Simplified Human Cognitive Approach for Supporting Crowd Modeling in Tunnel Fires Emergency Simulation
      Enrico Briano, Roberto Mosca, Roberto Revetria, Alessandro Testa
      Pages 58-67
    8. Model Checking Epistemic and Probabilistic Properties of Multi-agent Systems
      Wei Wan, Jamal Bentahar, Abdessamad Ben Hamza
      Pages 68-78
    9. Modeling Users of Crisis Training Environments by Integrating Psychological and Physiological Data
      Gabriella Cortellessa, Rita D’Amico, Marco Pagani, Lorenza Tiberio, Riccardo De Benedictis, Giulio Bernardi et al.
      Pages 79-88
    10. Personality Estimation Based on Weblog Text Classification
      Atsunori Minamikawa, Hiroyuki Yokoyama
      Pages 89-97
    11. Design of an Optimal Automation System: Finding a Balance between a Human’s Task Engagement and Exhaustion
      Michel Klein, Rianne van Lambalgen
      Pages 98-108
    12. A Cognitive Agent Model Using Inverse Mirroring for False Attribution of Own Actions to Other Agents
      Jan Treur, Muhammad Umair
      Pages 109-119
    13. Explaining Negotiation: Obtaining a Shared Mental Model of Preferences
      Iris van de Kieft, Catholijn M. Jonker, M. Birna van Riemsdijk
      Pages 120-129
    14. A Computational Model of Habit Learning to Enable Ambient Support for Lifestyle Change
      Michel C. A. Klein, Nataliya Mogles, Jan Treur, Arlette van Wissen
      Pages 130-142

  3. Section 2: Applications of Intelligent Systems

    1. An Intelligent Method to Extract Characters in Color Document with Highlight Regions
      Chun-Ming Tsai
      Pages 143-152
    2. Development of Technological System Structure for Threaded Connections Assembly under Conditions of Uncertainty
      Roman Chumakov
      Pages 153-162
    3. Automatic Vehicle Identification by Plate Recognition for Intelligent Transportation System Applications
      Kaushik Deb, My Ha Le, Byung-Seok Woo, Kang-Hyun Jo
      Pages 163-172
    4. Intelligent Page Recommender Agents: Real-Time Content Delivery for Articles and Pages Related to Similar Topics
      Robin M. E. Swezey, Shun Shiramatsu, Tadachika Ozono, Toramatsu Shintani
      Pages 173-182
    5. Meta-learning Based Optimization of Metabolic Pathway Data-Mining Inference System
      Tomás V. Arredondo, Wladimir O. Ormazábal, Diego C. Candel, Werner Creixell
      Pages 183-192

  4. Section 3: Optimization, Scheduling, and Routing

    1. Multiple Pickup and Delivery TSP with LIFO and Distance Constraints: A VNS Approach
      Xiang Gao, Andrew Lim, Hu Qin, Wenbin Zhu
      Pages 193-202
    2. Distributed Learning with Biogeography-Based Optimization
      Carre Scheidegger, Arpit Shah, Dan Simon
      Pages 203-215
    3. Scheduling a Single Robot in a Job-Shop Environment through Precedence Constraint Posting
      D. Díaz, M. D. R-Moreno, A. Cesta, A. Oddi, R. Rasconi
      Pages 216-225
    4. An Intelligent Framework to Online Bin Packing in a Just-In-Time Environment
      Sergey Polyakovskiy, Rym M’Hallah
      Pages 226-236
    5. A Greedy Heuristic for Airline Crew Rostering: Unique Challenges in a Large Airline in China
      Qiao Chen, Andrew Lim, Wenbin Zhu
      Pages 237-245
    6. Optimal Algorithms for Two-Dimensional Box Placement Problems
      Wenbin Zhu, Wee-Chong Oon, Yujian Weng, Andrew Lim
      Pages 246-255
    7. An Algorithm for the Freight Allocation Problem with All-Units Quantity-Based Discount
      Xiang Gao, Andrew Lim, Wee-Chong Oon, Hu Qin
      Pages 256-265
    8. A Distributed, Heterogeneous, Target-Optimized Operating System for a Multi-robot Search and Rescue Application
      Karl Muecke, Brian Powell
      Pages 266-275
    9. A Heuristic for the Multiple Container Loading Cost Minimization Problem
      Chan Hou Che, Weili Huang, Andrew Lim, Wenbin Zhu
      Pages 276-285
    10. A Skyline-Based Heuristic for the 2D Rectangular Strip Packing Problem
      Lijun Wei, Andrew Lim, Wenbin Zhu
      Pages 286-295
    11. Real-Time Resource Allocation Co-processor
      Stuart W. Card
      Pages 296-301
    12. A Hybrid Search Strategy to Enhance Multiple Objective Optimization
      Li Ma, Babak Forouraghi
      Pages 302-311

  5. Section 4: Nature Inspired Optimization – Foundations and Applications

    1. Forest Planning Using Particle Swarm Optimization with a Priority Representation
      P. W. Brooks, W. D. Potter
      Pages 312-318
    2. Fuzzy Robot Controller Tuning with Biogeography-Based Optimization
      George Thomas, Paul Lozovyy, Dan Simon
      Pages 319-327
    3. Development of a Genetic Fuzzy Controller for an Unmanned Aerial Vehicle
      Y. Qu, S. Pandhiti, K. S. Bullard, W. D. Potter, K. F. Fezer
      Pages 328-335
    4. Toward Evolving Self-organizing Software Systems: A Complex System Point of View
      Liguo Yu, David Threm, S. Ramaswamy
      Pages 336-346
    5. Evolving Efficient Sensor Arrangement and Obstacle Avoidance Control Logic for a Miniature Robot
      Muthukumaran Chandrasekaran, Karthik Nadig, Khaled Rasheed
      Pages 347-356

  6. Section 5: Chemoinformatic and Bioinformatic Methods, Algorithms, and Applications

    1. Feature Selection for Translation Initiation Site Recognition
      Aida de Haro-García, Javier Pérez-Rodríguez, Nicolás García-Pedrajas
      Pages 357-366
    2. DTP: Decision Tree-Based Predictor of Protein Contact Map
      Cosme E. Santiesteban-Toca, Jesus S. Aguilar-Ruiz
      Pages 367-375
    3. Translation Initiation Site Recognition by Means of Evolutionary Response Surfaces
      Rafael del Castillo-Gomariz, Nicolás García-Pedrajas
      Pages 376-385
    4. An Evolutionary Algorithm for Gene Structure Prediction
      Javier Pérez-Rodríguez, Nicolás García-Pedrajas
      Pages 386-395
    5. Prediction of Drug Activity Using Molecular Fragments-Based Representation and RFE Support Vector Machine Algorithm
      Gonzalo Cerruela García, Irene Luque Ruiz, Miguel Ángel Gómez-Nieto
      Pages 396-405

  7. Section 6: Neural Network, Classification, and Diagnosis

    1. A Hybrid Video Recommendation System Using a Graph-Based Algorithm
      Gizem Öztürk, Nihan Kesim Cicekli
      Pages 406-415
    2. A Diagnostic Reasoning Approach to Defect Prediction
      Rui Abreu, Alberto Gonzalez-Sanchez, Arjan J. C. van Gemund
      Pages 416-425
    3. Multiple Source Phoneme Recognition Aided by Articulatory Features
      Mark Kane, Julie Carson-Berndsen
      Pages 426-435
    4. Plan Recommendation for Well Engineering
      Richard Thomson, Stewart Massie, Susan Craw, Hatem Ahriz, Ian Mills
      Pages 436-445
    5. Lung Cancer Detection Using Labeled Sputum Sample: Multi Spectrum Approach
      K. Kancherla, S. Mukkamala
      Pages 446-458

  8. Section 7: Neural Network and Control

    1. Improvement of Building Automation System
      Mark Sh. Levin, Aliaksei Andrushevich, Alexander Klapproth
      Pages 459-468
    2. Efficient Load Balancing Using the Bees Algorithm
      Anabela Moreira Bernardino, Eugénia Moreira Bernardino, Juan Manuel Sánchez-Pérez, Juan Antonio Gómez-Pulido, Miguel Angel Vega-Rodríguez
      Pages 469-479
    3. Predicting the Distribution of Thermal Comfort Votes
      Anika Schumann, Nic Wilson
      Pages 480-489

Other volumes

  1. Modern Approaches in Applied Intelligence
    24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 – July 1, 2011, Proceedings, Part I
  2. Modern Approaches in Applied Intelligence
    24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 – July 1, 2011, Proceedings, Part II

About these proceedings

Introduction

The two volume set LNAI 6703 and LNAI 6704 constitutes the thoroughly refereed conference proceedings of the 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligend Systems, IEA/AIE 2011, held in Syracuse, NY, USA, in June/July 2011.
The total of 92 papers selected for the proceedings were carefully reviewed and selected from 206 submissions. The papers cover a wide number of topics including feature extraction, discretization, clustering, classification, diagnosis, data refinement, neural networks, genetic algorithms, learning classifier systems, Bayesian and probabilistic methods, image processing, robotics, navigation, optimization, scheduling, routing, game theory and agents, cognition, emotion, and beliefs.

Keywords

adaptive learning cognitive modeling data mining multi-agent systems recommender systems

Editors and affiliations

  • Kishan G. Mehrotra
    • 1
  • Chilukuri K. Mohan
    • 1
  • Jae C. Oh
    • 2
  • Pramod K. Varshney
    • 2
  • Moonis Ali
    • 3
  1. 1.School of Computer and Inforamtion Science, Center for Science and TechnologySyracuse UniversitySyracuseUSA
  2. 2.Department of Electrical Engineering and Computer ScienceSyracuse UniversitySyracuseUSA
  3. 3.Department of Computer ScienceTexas State University San MarcosSan MarcosUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-21827-9
  • Copyright Information Springer-Verlag GmbH Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-21826-2
  • Online ISBN 978-3-642-21827-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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