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AI*IA 2018 – Advances in Artificial Intelligence

XVIIth International Conference of the Italian Association for Artificial Intelligence, Trento, Italy, November 20–23, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Chiara Ghidini

    1. Fondazione Bruno Kessler, Povo (TN), Italy

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  2. Bernardo Magnini

    1. Fondazione Bruno Kessler, Povo (TN), Italy

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  3. Andrea Passerini

    1. University of Trento, Povo (TN), Italy

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  4. Paolo Traverso

    1. Fondazione Bruno Kessler, Povo (TN), Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11298)

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

Included in the following conference series:

Conference proceedings info: AI*IA 2018.

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Table of contents (42 papers)

  1. Knowledge Representation and Reasoning

    1. Compact Preference Representation via Fuzzy Constraints in Stable Matching Problems: Theoretical and Experimental Studies

      • Maria Silvia Pini, Francesca Rossi, Kristen Brent Venable
      Pages 210-224

    2. Answer Set Programming for Declarative Content Specification: A Scalable Partitioning-Based Approach

      • Francesco Calimeri, Stefano Germano, Giovambattista Ianni, Francesco Pacenza, Armando Pezzimenti, Andrea Tucci
      Pages 225-237

    3. A Tableau Calculus for a Multi-modal Logic of Dishonesty

      • Sanja Pavlović, Hans Tompits
      Pages 238-251

    4. Goal Distribution in Business Process Models

      • Matteo Baldoni, Cristina Baroglio, Roberto Micalizio
      Pages 252-265

    5. A Tool for the Verification of Data-Aware Business Processes

      • Luca Sabiucciu, Marco Montali, Sergio Tessaris
      Pages 266-276

  2. Machine Learning

    1. Front Matter

      Pages 277-277
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    2. Exploring Abstract Argumentation-Based Approaches to Tackle Inconsistent Observations in Inductive Logic Programming

      • Andrea Pazienza, Stefano Ferilli
      Pages 279-292

    3. Expectation Maximization in Deep Probabilistic Logic Programming

      • Arnaud Nguembang Fadja, Fabrizio Riguzzi, Evelina Lamma
      Pages 293-306

    4. Neural Random Access Machines Optimized by Differential Evolution

      • Marco Baioletti, Valerio Belli, Gabriele Di Bari, Valentina Poggioni
      Pages 307-319

    5. The Role of Coherence in Facial Expression Recognition

      • Lisa Graziani, Stefano Melacci, Marco Gori
      Pages 320-333

    6. Extremely Randomized CNets for Multi-label Classification

      • Teresa M. A. Basile, Nicola Di Mauro, Floriana Esposito
      Pages 334-347

    7. Bayesian Markov Logic Networks

      • Radim Nedbal, Luciano Serafini
      Pages 348-361

    8. An Integration-Based Approach to Pattern Clustering and Classification

      • Laura Sani, Gianluca D’Addese, Riccardo Pecori, Monica Mordonini, Marco Villani, Stefano Cagnoni
      Pages 362-374

    9. Top-Down Attention Recurrent VLAD Encoding for Action Recognition in Videos

      • Swathikiran Sudhakaran, Oswald Lanz
      Pages 375-386

  3. Natural Language Processing

    1. Front Matter

      Pages 387-387
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    2. Neural Learning for Question Answering in Italian

      • Danilo Croce, Alexandra Zelenanska, Roberto Basili
      Pages 389-402

    3. Detecting Inappropriate Comments to News

      • Patrizio Bellan, Carlo Strapparava
      Pages 403-414

    4. Annotating Concept Abstractness by Common-Sense Knowledge

      • Enrico Mensa, Aureliano Porporato, Daniele P. Radicioni
      Pages 415-428

  4. Planning and Scheduling

    1. Front Matter

      Pages 429-429
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    2. Iterative Width Search for Multi Agent Privacy-Preserving Planning

      • Gabriele Bazzotti, Alfonso Emilio Gerevini, Nir Lipovetzky, Francesco Percassi, Alessandro Saetti, Ivan Serina
      Pages 431-444
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About this book

This book constitutes the refereed proceedings of the XVIIth International Conference of the Italian Association for Artificial Intelligence, AI*IA 2018, held in Trento, Italy, in November 2018.
The 41 full papers were carefully reviewed and selected from 67 submissions.  The papers have been organized in the following topical sections: Agents and Multi-Agent Systems; Applications of AI; Knowledge Engineering, Ontologies and the Semantic Web; Knowledge Representation and Reasoning; Machine Learning; Natural Language Processing; Planning and Scheduling; and Recommendation Systems and Decision Making.

Editors and Affiliations

  • Fondazione Bruno Kessler, Povo (TN), Italy

    Chiara Ghidini, Bernardo Magnini, Paolo Traverso

  • University of Trento, Povo (TN), Italy

    Andrea Passerini

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