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AI*IA 2016 Advances in Artificial Intelligence

XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29 – December 1, 2016, Proceedings

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Giovanni Adorni

    1. University of Genoa , Genova, Italy

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  2. Stefano Cagnoni

    1. University of Parma , Parma, Italy

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  3. Marco Gori

    1. University of Siena , Siena, Italy

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  4. Marco Maratea

    1. University of Genova , Genova, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10037)

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

Included in the following conference series:

Conference proceedings info: AI*IA 2016.

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About this book

This book constitutes the refereed proceedings of the 15th International Conference of the Italian Association for Artificial Intelligence, AI*IA 2016, held in Genova, Italy, in November/December 2016. 

The 39 full papers presented were carefully reviewed and selected from 53 submissions. The papers are organized in topical sections on optimization and evolutionary algorithms; classification, pattern recognition, and computer vision; multi-agent systems; machine learning; semantic web and description logics; natural language processing; planning and scheduling; and formal verification.





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Table of contents (39 papers)

  1. Front Matter

    Pages I-XIV
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  2. Optimization and Evolutionary Algorithms

    1. Front Matter

      Pages 1-1
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    2. Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference

      • Jakob Bossek, Heike Trautmann
      Pages 3-12

    3. On-line Dynamic Station Redeployments in Bike-Sharing Systems

      • Carlo Manna
      Pages 13-25

    4. Optimized Word-Size Time Series Representation Method Using a Genetic Algorithm with a Flexible Encoding Scheme

      • Muhammad Marwan Muhammad Fuad
      Pages 26-34

    5. Efficient Search of Relevant Structures in Complex Systems

      • Laura Sani, Michele Amoretti, Emilio Vicari, Monica Mordonini, Riccardo Pecori, Andrea Roli et al.
      Pages 35-48

  3. Classification, Pattern Recognition, and Computer Vision

    1. Front Matter

      Pages 49-49
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    2. Flat and Hierarchical Classifiers for Detecting Emotion in Tweets

      • Giulio Angiani, Stefano Cagnoni, Natalia Chuzhikova, Paolo Fornacciari, Monica Mordonini, Michele Tomaiuolo
      Pages 51-64

    3. Spam Filtering Using Regularized Neural Networks with Rectified Linear Units

      • Aliaksandr Barushka, Petr Hájek
      Pages 65-75

    4. User Mood Tracking for Opinion Analysis on Twitter

      • Giuseppe Castellucci, Danilo Croce, Diego De Cao, Roberto Basili
      Pages 76-88

    5. Using Random Forests for the Estimation of Multiple Users’ Visual Focus of Attention from Head Pose

      • Silvia Rossi, Enrico Leone, Mariacarla Staffa
      Pages 89-102

  4. Multi-agent Systems

    1. Front Matter

      Pages 103-103
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    2. An Analytic Study of Opinion Dynamics in Multi-agent Systems with Additive Random Noise

      • Stefania Monica, Federico Bergenti
      Pages 105-117

    3. Combining Avoidance and Imitation to Improve Multi-agent Pedestrian Simulation

      • Luca Crociani, Giuseppe Vizzari, Stefania Bandini
      Pages 118-132

  5. Knowledge Representation and Reasoning

    1. Front Matter

      Pages 133-133
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    2. Educational Concept Maps for Personalized Learning Path Generation

      • Giovanni Adorni, Frosina Koceva
      Pages 135-148

    3. Answer Set Enumeration via Assumption Literals

      • Mario Alviano, Carmine Dodaro
      Pages 149-163

    4. On the Application of Answer Set Programming to the Conference Paper Assignment Problem

      • Giovanni Amendola, Carmine Dodaro, Nicola Leone, Francesco Ricca
      Pages 164-178

    5. A Subdivision Approach to the Solution of Polynomial Constraints over Finite Domains Using the Modified Bernstein Form

      • Federico Bergenti, Stefania Monica, Gianfranco Rossi
      Pages 179-191

    6. \(\mathcal {I}\)-dlv: The New Intelligent Grounder of dlv

      • Francesco Calimeri, Davide Fuscà, Simona Perri, Jessica Zangari
      Pages 192-207
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Other volumes

  1. AI*IA 2016 Advances in Artificial Intelligence

Editors and Affiliations

  • University of Genoa , Genova, Italy

    Giovanni Adorni

  • University of Parma , Parma, Italy

    Stefano Cagnoni

  • University of Siena , Siena, Italy

    Marco Gori

  • University of Genova , Genova, Italy

    Marco Maratea

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