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Artificial Intelligence: Methodology, Systems, and Applications

18th International Conference, AIMSA 2018, Varna, Bulgaria, September 12–14, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Gennady Agre

    1. Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria

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    You can also search for this editor in PubMed   Google Scholar

  2. Josef van Genabith

    1. Universität des Saarlandes, Saarbrücken, Germany

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    You can also search for this editor in PubMed   Google Scholar

  3. Thierry Declerck

    1. DFKI GmbH, Saarbrücken, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11089)

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

Included in the following conference series:

Conference proceedings info: AIMSA 2018.

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Table of contents (29 papers)

  1. Front Matter

    Pages I-XI
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  2. Natural Language Processing

    1. Front Matter

      Pages 1-1
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    2. A New Approach to the Supervised Word Sense Disambiguation

      • Gennady Agre, Daniel Petrov, Simona Keskinova
      Pages 3-15

    3. Explorations in Sentiment Mining for Arabic and English Tweets

      • Tariq Ahmad, Allan Ramsay, Hanady Ahmed
      Pages 16-24

    4. Intent Detection System Based on Word Embeddings

      • Kaspars Balodis, Daiga Deksne
      Pages 25-35

    5. Indirect Association Rules Mining in Clinical Texts

      • Svetla Boytcheva
      Pages 36-47

    6. Towards Automated Customer Support

      • Momchil Hardalov, Ivan Koychev, Preslav Nakov
      Pages 48-59

    7. Evaluation of Automatic Tag Sense Disambiguation Using the MIRFLICKR Image Collection

      • Olga Kanishcheva, Ivelina Nikolova, Galia Angelova
      Pages 60-72

    8. Echo State Network for Word Sense Disambiguation

      • Petia Koprinkova-Hristova, Alexander Popov, Kiril Simov, Petya Osenova
      Pages 73-82

    9. Constrained Permutations for Computing Textual Similarity

      • Allan Ramsay, Amal Alshahrani
      Pages 83-92

    10. A Study on Dialog Act Recognition Using Character-Level Tokenization

      • Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
      Pages 93-103

    11. Neural Methods for Cross-Lingual Sentence Compression

      • Frederico Rodrigues, Bruno Martins, Ricardo Ribeiro
      Pages 104-114

    12. Towards Constructing a Corpus for Studying the Effects of Treatments and Substances Reported in PubMed Abstracts

      • Evgeni Stefchov, Galia Angelova, Preslav Nakov
      Pages 115-125

    13. Recursive Style Breach Detection with Multifaceted Ensemble Learning

      • Daniel Kopev, Dimitrina Zlatkova, Kristiyan Mitov, Atanas Atanasov, Momchil Hardalov, Ivan Koychev et al.
      Pages 126-137

  3. Machine Learning and Data Mining Applications

    1. Front Matter

      Pages 139-139
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    2. Improving Machine Learning Prediction Performance for Premature Termination of Psychotherapy

      • Martin Bohus, Stephan Gimbel, Nora Goerg, Bernhard G. Humm, Martin Schüller, Marc Steffens et al.
      Pages 141-151

    3. Exploring the Usability of the Dice CAPTCHA by Advanced Statistical Analysis

      • Darko Brodić, Alessia Amelio, Ivo R. Draganov, Radmila Janković
      Pages 152-162

    4. Time Series Analysis for Sales Prediction

      • Costin-Gabriel Chiru, Vlad-Valentin Posea
      Pages 163-172

    5. Machine Learning-Driven Noise Separation in High Variation Genomics Sequencing Datasets

      • Milko Krachunov, Maria Nisheva, Dimitar Vassilev
      Pages 173-185

    6. Machine Learning Techniques for Survival Time Prediction in Breast Cancer

      • Iliyan Mihaylov, Maria Nisheva, Dimitar Vassilev
      Pages 186-194
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  1. Artificial Intelligence: Methodology, Systems, and Applications

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About this book

This book constitutes the refereed proceedings of the 18th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2018, held in Varna, Bulgaria, in September 2018.


The 22 revised full papers and 7 poster papers presented were carefully reviewed and selected from 72 submissions. They cover a wide range of topics in AI: from machine learning to natural language systems, from information extraction to text mining, from knowledge representation to soft computing; from theoretical issues to real-world applications.




Editors and Affiliations

  • Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria

    Gennady Agre

  • Universität des Saarlandes, Saarbrücken, Germany

    Josef van Genabith

  • DFKI GmbH, Saarbrücken, Germany

    Thierry Declerck

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