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Artificial Intelligence Applications and Innovations

11th IFIP WG 12.5 International Conference, AIAI 2015, Bayonne, France, September 14-17, 2015, Proceedings

  • Richard Chbeir
  • Yannis Manolopoulos
  • Ilias Maglogiannis
  • Reda Alhajj
Conference proceedings AIAI 2015

Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 458)

Table of contents

  1. Front Matter
    Pages I-XVI
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  2. Image Processing and Analysis

    1. Front Matter
      Pages 1-1
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    2. Content Based Image Retrieval and Its Application to Product Recognition
      Petros Fotios Alvanitopoulos, Andrian Moroi, George Bagropoulos, Kieran Dundon
      Pages 3-18
    3. Uncertainty Estimation for Improving Accuracy of Non-rigid Registration in Cardiac Images
      Samaneh Mazaheri, Puteri Suhaiza Sulaiman, Rahmita Wirza, Mohd Zamrin Dimon, Fatimah Khalid, Rohollah Moosavi Tayebi
      Pages 19-28
    4. Multi-pose Volume Reconstruction Across Arbitrary Trajectory from Multiple Fisheye Cameras
      Konstantina Kottari, Konstantinos Delibasis
      Pages 29-44
    5. Automated Detection of Streaks in Dermoscopy Images
      K. Delibasis, K. Kottari, I. Maglogiannis
      Pages 45-60
    6. A Novel Image Analysis Methodology for the Evaluation of Angiogenesis in Matrigel Assays and Screening of Angiogenesis-Modulating Compounds
      Ioannis Valavanis, Theodosios Goudas, Maria Michailidou, Ilias Maglogiannis, Heleni Loutrari, Aristotelis Chatziioannou
      Pages 61-71

  3. Sensor Networks

    1. Front Matter
      Pages 73-73
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    2. A Distributed Energy-Efficient Algorithm for Cellular Target Tracking in Wireless Sensor Networks
      Zohreh Alizadeh, Mohsen Afsharchi, Armin Ghasem Azar
      Pages 75-90
    3. PSO-Least Squares SVM for Clustering in Cognitive Radio Sensor Networks
      Jerzy Martyna
      Pages 91-102
    4. On-Line Fall Detection via Mobile Accelerometer Data
      S. V. Georgakopoulos, S. K. Tasoulis, I. Maglogiannis, V. P. Plagianakos
      Pages 103-112

  4. Data Representation and Analysis

    1. Front Matter
      Pages 113-113
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    2. Editing Training Sets from Imbalanced Data Using Fuzzy-Rough Sets
      Do Van Nguyen, Keisuke Ogawa, Kazunori Matsumoto, Masayuki Hashimoto
      Pages 115-129
    3. Ordering Spatio-Temporal Sequences to Meet Transition Constraints: Complexity and Framework
      Michael Sioutis, Jean-François Condotta, Yakoub Salhi, Bertrand Mazure, David A. Randell
      Pages 130-150
    4. Fuzzy Historical Graph Pattern Matching  A NoSQL Graph Database Approach for Fraud Ring Resolution
      Arnaud Castelltort, Anne Laurent
      Pages 151-167
    5. Ultrasonic Data Compression and Analysis During Material Inspection
      Thouraya Merazi-Meksen, Malika Boudraa, Bachir Boudraa
      Pages 168-176
    6. Exploiting RDF Open Data Using NoSQL Graph Databases
      Raouf Bouhali, Anne Laurent
      Pages 177-190
    7. Global-Support Rational Curve Method for Data Approximation with Bat Algorithm
      Andrés Iglesias, Akemi Gálvez, Marta Collantes
      Pages 191-205
    8. Instagram Hashtags as Image Annotation Metadata
      Stamatios Giannoulakis, Nicolas Tsapatsoulis
      Pages 206-220

  5. Smart Environments, Agents, and Robots

    1. Front Matter
      Pages 221-221
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    2. Scheduling Optimization of Smart Homes Based on Demand Response
      Jiawei Zhu, Fabrice Lauri, Abderrafiaa Koukam, Vincent Hilaire
      Pages 223-236
    3. Knowledge-Based Telerehabilitation Monitoring
      David Antón, Idoia Berges, Jesús Bermúdez, Alfredo Goñi, Arantza Illarramendi
      Pages 237-249
    4. POMDP Based Action Planning and Human Error Detection
      Emilie M. D. Jean-Baptiste, Pia Rotshtein, Martin Russell
      Pages 250-265
    5. Improving the Contextual Selection of BDI Plans by Incorporating Situated Experiments
      Ahmed-Chawki Chaouche, Amal El Fallah Seghrouchni, Jean-Michel Ilié, Djamel Eddine Saïdouni
      Pages 266-281
    6. Design and Material Analysis of Spherical Mobile Robot for Bouncing Mechanism
      Muhammad Amirul Abdullah, Salmiah Ahmad, Siti Fauziah Toha
      Pages 282-290

  6. Machine Learning

    1. Front Matter
      Pages 291-291
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    2. Layout Synthesis for Symmetrical Facades
      Andrés Felipe Barco, Elise Vareilles, Michel Aldanondo, Paul Gaborit
      Pages 293-306
    3. Thompson Sampling Guided Stochastic Searching on the Line for Adversarial Learning
      Sondre Glimsdal, Ole-Christoffer Granmo
      Pages 307-317
    4. Is Extreme Learning Machine Effective for Multisource Friction Modeling?
      Jacek Kabziński
      Pages 318-333

  7. Classification, Clustering, and Reasoning

    1. Front Matter
      Pages 335-335
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    2. SAPKOS: Experimental Czech Multi-label Document Classification and Analysis System
      Ladislav Lenc, Pavel Král
      Pages 337-350
    3. Multi-Objective Differential Evolution of Evolving Spiking Neural Networks for Classification Problems
      Abdulrazak Yahya Saleh, Siti Mariyam Shamsuddin, Haza Nuzly Abdull Hamed
      Pages 351-368
    4. Steady-State Inference in Performance Tests of Refrigeration Compressors Using ANN Ensemble
      Cesar Alberto Penz, Carlos Alberto Flesch, João Paulo Rossetto
      Pages 369-379

  8. New Methods and Tools for Big Data

    1. Front Matter
      Pages 381-381
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    2. MoVA: A Visual Analytics Tool Providing Insight in the Big Mobile Network Data
      Ilias Kalamaras, Stavros Papadopoulos, Anastasios Drosou, Dimitrios Tzovaras
      Pages 383-396
    3. Workflow Coordinated Resources Allocation for Big Data Analytics in the Cloud
      Niki Sfika, Konstantinos Manos, Aigli Korfiati, Christos Alexakos, Spiridon Likothanassis
      Pages 397-410
    4. Simulation and Visual Analysis of Neuromusculoskeletal Models and Data
      Dimitar Stanev, Panagiotis Moschonas, Konstantinos Votis, Dimitrios Tzovaras, Konstantinos Moustakas
      Pages 411-420
    5. Big Data and Visual Analytics for Building Performance Comparison
      Dimosthenis Ioannidis, Angeliki Fotiadou, Stelios Krinidis, George Stavropoulos, Dimitrios Tzovaras, Spiridon Likothanassis
      Pages 421-430
    6. Enhancing Distance Learning Platforms with Social Media Analytics
      Oksana Kalita, Aristidis Ilias, George Pavlidis
      Pages 431-439
    7. HCuRMD: Hierarchical Clustering Using Relative Minimal Distances
      Charalampos Goulas, Dimitrios Chondrogiannis, Theodoros Xenakis, Alexandros Xenakis, Photis Nanopoulos
      Pages 440-447

  9. Energy Management and Smart Grid

    1. Front Matter
      Pages 449-449
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    2. A Generic Ontology-Based Information Model for Better Management of Microgrids
      Khouloud Salameh, Richard Chbeir, Haritza Camblong, Gilbert Tekli, Ionel Vechiu
      Pages 451-466
    3. Privacy Preserving Metering Protocol in Smart Grids
      Dilan Mert, Mehmet Ulvi Şimşek, Suat Özdemir
      Pages 467-477
    4. A Practical Approach for Energy Efficient Scheduling in Multicore Environments by Combining Evolutionary and YDS Algorithms with Faster Energy Estimation
      Zorana Banković, Umer Liqat, Pedro López-García
      Pages 478-493
  10. Back Matter
    Pages 495-496
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About these proceedings

Introduction

This book constitutes the refereed proceedings of the 11th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2015, held in Bayonne, France, in September 2015. The 35 revised full papers presented were carefully reviewed and selected from 81 submissions. The papers feature highly novel research describing innovative algorithms, systems, tools and techniques, as well as proposing advanced prototypes in the area of artificial intelligence.

Keywords

Activity recognition Artificial intelligence Big data Classification Clustering Computer vision Data analysis Data mining Energy management Image analysis Image processing Knowledge representation and reasoning Machine learning Mobile computing Multi-agent systems NoSQL databases Robotics Sensor networks Smart environments Smart grids

Editors and affiliations

  • Richard Chbeir
    • 1
  • Yannis Manolopoulos
    • 2
  • Ilias Maglogiannis
    • 3
  • Reda Alhajj
    • 4
  1. 1.Univ. de Pau et des Pays de l'Adour (UPPA)AngletFrance
  2. 2.Aristotle University of ThessalonikiThessalonikiGreece
  3. 3.University of PiraeusPiraeusGreece
  4. 4.University of CalgaryCalgaryCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-23868-5
  • Copyright Information IFIP International Federation for Information Processing 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-23867-8
  • Online ISBN 978-3-319-23868-5
  • Series Print ISSN 1868-4238
  • Series Online ISSN 1868-422X
  • Buy this book on publisher's site