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Adaptive and Intelligent Systems

Third International Conference, ICAIS 2014, Bournemouth, UK, September 8-9, 2014. Proceedings

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Abdelhamid Bouchachia

    1. Faculty of Science and Technology, Bournemouth University, Poole, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8779)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ICAIS 2014.

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Table of contents (19 papers)

  1. Front Matter

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  2. Advances in Feature Selection

    1. A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature Selection

      • Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis
      Pages 1-10

    2. Importance of Feature Selection for Recurrent Neural Network Based Forecasting of Building Thermal Comfort

      • Martin Macas, Fabio Moretti, Fiorella Lauro, Stefano Pizzuti, Mauro Annunziato, Alessandro Fonti et al.
      Pages 11-19

    3. Classifying Textures with Only 10 Visual-Words Using Hidden Markov Models with Dirichlet Mixtures

      • Elise Epaillard, Nizar Bouguila, Djemel Ziou
      Pages 20-28

    4. A Novel Method for Scene Categorization Using an Improved Visual Vocabulary Approach

      • Tarek Elguebaly, Nizar Bouguila
      Pages 29-39

  3. Clustering and Classification

    1. Learning Sentiment from Students’ Feedback for Real-Time Interventions in Classrooms

      • Nabeela Altrabsheh, Mihaela Cocea, Sanaz Fallahkhair
      Pages 40-49

    2. Decremental Rough Possibilistic K-Modes

      • Asma Ammar, Zied Elouedi, Pawan Lingras
      Pages 50-59

    3. A Dynamic Bayesian Model of Homeostatic Control

      • Will Penny, Klaas Stephan
      Pages 60-69

    4. ICALA: Incremental Clustering and Associative Learning Architecture

      • Matthias U. Keysermann
      Pages 70-79

    5. Context Identification and Exploitation in Dynamic Data Mining - An Application to Classifying Electricity Price Changes

      • Lida Barakat
      Pages 80-89

  4. Adaptive Optimization

    1. Towards a Better Understanding of the Local Attractor in Particle Swarm Optimization: Speed and Solution Quality

      • Vanessa Lange, Manuel Schmitt, Rolf Wanka
      Pages 90-99

    2. A Models@run.time Approach for Multi-objective Self-optimizing Software

      • Sebastian Götz, Thomas Kühn, Christian Piechnick, Georg Püschel, Uwe Aßmann
      Pages 100-109

    3. Reference Architecture for Self-adaptive Management in Wireless Sensor Networks

      • Jesús M. T. Portocarrero, Flavia C. Delicato, Paulo F. Pires, Thais V. Batista
      Pages 110-120

    4. Monitoring of Quality of Service in Dynamically Adaptive Systems

      • Sihem Loukil, Slim Kallel, Ismael Bouassida Rodriguez, Mohamed Jmaiel
      Pages 121-130

    5. Future Prospects of Human Interaction with Artificial Autonomous Systems

      • Andrzej M. J. Skulimowski
      Pages 131-141

  5. Advances in Time Series Analysis

    1. Empirical Identification of Non-stationary Dynamics in Time Series of Recordings

      • Emili Balaguer-Ballester, Alejandro Tabas-Diaz, Marcin Budka
      Pages 142-151

    2. Physical Time Series Prediction Using Dynamic Neural Network Inspired by the Immune Algorithm

      • Abir Jaafar Hussain, Haya Al-Askar, Dhiya Al-Jumeily
      Pages 152-161

    3. Collaborative Wind Power Forecast

      • Vânia Almeida, João Gama
      Pages 162-171

    4. QoS-Based Reputation Feedback Fusion under Unknown Correlation

      • Mohamad Mehdi, Nizar Bouguila, Jamal Bentahar
      Pages 172-181

    5. Multi-resident Activity Recognition Using Incremental Decision Trees

      • Markus Prossegger, Abdelhamid Bouchachia
      Pages 182-191
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About this book

This book constitutes the proceedings of the International Conference on Adaptive and Intelligent Systems, ICAIS 2014, held in Bournemouth, UK, in September 2014. The 19 full papers included in these proceedings together with the abstracts of 4 invited talks, were carefully reviewed and selected from 32 submissions. The contributions are organized under the following topical sections: advances in feature selection; clustering and classification; adaptive optimization; advances in time series analysis.

Editors and Affiliations

  • Faculty of Science and Technology, Bournemouth University, Poole, UK

    Abdelhamid Bouchachia

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