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Artificial Intelligence: Methodology, Systems, and Applications

17th International Conference, AIMSA 2016, Varna, Bulgaria, September 7-10, 2016, Proceedings

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Christo Dichev

    1. Winston-Salem State University, Winston Salem, USA

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    You can also search for this editor in PubMed   Google Scholar

  2. 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

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9883)

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

Included in the following conference series:

Conference proceedings info: AIMSA 2016.

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Table of contents (39 papers)

  1. Front Matter

    Pages I-XII
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  2. Machine Learning and Data Mining

    1. Front Matter

      Pages 1-1
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    2. Algorithm Selection Using Performance and Run Time Behavior

      • Tri Doan, Jugal Kalita
      Pages 3-13

    3. A Weighted Feature Selection Method for Instance-Based Classification

      • Gennady Agre, Anton Dzhondzhorov
      Pages 14-25

    4. Handling Uncertain Attribute Values in Decision Tree Classifier Using the Belief Function Theory

      • Asma Trabelsi, Zied Elouedi, Eric Lefevre
      Pages 26-35

    5. Using Machine Learning to Generate Predictions Based on the Information Extracted from Automobile Ads

      • Stere Caciandone, Costin-Gabriel Chiru
      Pages 36-45

    6. Estimating the Accuracy of Spectral Learning for HMMs

      • Farhana Ferdousi Liza, Marek Grześ
      Pages 46-56

    7. Combining Structured and Free Textual Data of Diabetic Patients’ Smoking Status

      • Ivelina Nikolova, Svetla Boytcheva, Galia Angelova, Zhivko Angelov
      Pages 57-67

    8. Deep Learning Architecture for Part-of-Speech Tagging with Word and Suffix Embeddings

      • Alexander Popov
      Pages 68-77

    9. Response Time Analysis of Text-Based CAPTCHA by Association Rules

      • Darko Brodić, Alessia Amelio, Ivo R. Draganov
      Pages 78-88

    10. New Model Distances and Uncertainty Measures for Multivalued Logic

      • Alexander Vikent’ev, Mikhail Avilov
      Pages 89-98

    11. Visual Anomaly Detection in Educational Data

      • Jan Géryk, Luboš Popelínský, Jozef Triščík
      Pages 99-108

    12. Extracting Patterns from Educational Traces via Clustering and Associated Quality Metrics

      • Marian Cristian Mihăescu, Alexandru Virgil Tănasie, Mihai Dascalu, Stefan Trausan-Matu
      Pages 109-118

  3. Natural Language Processing and Sentiment Analysis

    1. Front Matter

      Pages 119-119
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    2. Classifying Written Texts Through Rhythmic Features

      • Mihaela Balint, Mihai Dascalu, Stefan Trausan-Matu
      Pages 121-129

    3. Using Context Information for Knowledge-Based Word Sense Disambiguation

      • Kiril Simov, Petya Osenova, Alexander Popov
      Pages 130-139

    4. Towards Translation of Tags in Large Annotated Image Collections

      • Olga Kanishcheva, Galia Angelova, Stavri G. Nikolov
      Pages 140-150

    5. Linking Tweets to News: Is All News of Interest?

      • Tariq Ahmad, Allan Ramsay
      Pages 151-161

    6. A Novel Method for Extracting Feature Opinion Pairs for Turkish

      • Hazal Türkmen, Ekin Ekinci, Sevinç İlhan Omurca
      Pages 162-171

    7. In Search of Credible News

      • Momchil Hardalov, Ivan Koychev, Preslav Nakov
      Pages 172-180
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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 17th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2016, held in Varna, Bulgaria in September 2015.

The 32 revised full papers 6 poster papers presented were carefully reviewed and selected from 86 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

  • Winston-Salem State University, Winston Salem, USA

    Christo Dichev

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

    Gennady Agre

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