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  • Conference proceedings
  • © 2016

Hybrid Artificial Intelligent Systems

11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9648)

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

Conference series link(s): HAIS: International Conference on Hybrid Artificial Intelligence Systems

Conference proceedings info: HAIS 2016.

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Table of contents (63 papers)

  1. Front Matter

    Pages I-XIX
  2. Data Mining and Knowledge Discovery

    1. Front Matter

      Pages 1-1
    2. Screening a Case Base for Stroke Disease Detection

      • José Neves, Nuno Gonçalves, Ruben Oliveira, Sabino Gomes, João Neves, Joaquim Macedo et al.
      Pages 3-13
    3. Towards Automatic Composition of Multicomponent Predictive Systems

      • Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys
      Pages 27-39
    4. LiCord: Language Independent Content Word Finder

      • Md-Mizanur Rahoman, Tetsuya Nasukawa, Hiroshi Kanayama, Ryutaro Ichise
      Pages 40-52
    5. Mining Correlated High-Utility Itemsets Using the Bond Measure

      • Philippe Fournier-Viger, Jerry Chun-Wei Lin, Tai Dinh, Hoai Bac Le
      Pages 53-65
    6. An HMM-Based Multi-view Co-training Framework for Single-View Text Corpora

      • Eva Lorenzo Iglesias, Adrían Seara Vieira, Lourdes Borrajo Diz
      Pages 66-78
    7. Does Sentiment Analysis Help in Bayesian Spam Filtering?

      • Enaitz Ezpeleta, Urko Zurutuza, José María Gómez Hidalgo
      Pages 79-90
    8. Feature Selection Using Approximate Multivariate Markov Blankets

      • Rafael Arias-Michel, Miguel García-Torres, Christian Schaerer, Federico Divina
      Pages 114-125
    9. Student Performance Prediction Applying Missing Data Imputation in Electrical Engineering Studies Degree

      • Concepción Crespo-Turrado, José Luis Casteleiro-Roca, Fernando Sánchez-Lasheras, José Antonio López-Vázquez, Francisco Javier de Cos Juez, José Luis Calvo-Rolle et al.
      Pages 126-135
    10. Accuracy Increase on Evolving Product Unit Neural Networks via Feature Subset Selection

      • Antonio J. Tallón-Ballesteros, José C. Riquelme, Roberto Ruiz
      Pages 136-148
  3. Time series

    1. Front Matter

      Pages 149-149
    2. Rainfall Prediction: A Deep Learning Approach

      • Emilcy Hernández, Victor Sanchez-Anguix, Vicente Julian, Javier Palanca, Néstor Duque
      Pages 151-162
    3. Time Series Representation by a Novel Hybrid Segmentation Algorithm

      • Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez-Peña, Francisco José Martínez-Estudillo, César Hervás-Martínez
      Pages 163-173
    4. A Nearest Neighbours-Based Algorithm for Big Time Series Data Forecasting

      • Ricardo L. Talavera-Llames, Rubén Pérez-Chacón, María Martínez-Ballesteros, Alicia Troncoso, Francisco Martínez-Álvarez
      Pages 174-185
    5. Active Learning Classifier for Streaming Data

      • Michał Woźniak, Bogusław Cyganek, Andrzej Kasprzak, Paweł Ksieniewicz, Krzysztof Walkowiak
      Pages 186-197
  4. Bio-inspired Models and Evolutionary Computation

    1. Front Matter

      Pages 199-199

Other Volumes

  1. Hybrid Artificial Intelligent Systems

About this book

This volume constitutes the refereed proceedings of the 11th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2016, held in Seville, Spain, in April 2016.

The 63 full papers published in this volume were carefully reviewed and selected from 150 submissions. They are organized in topical sections on data mining and knowledge discovery; time series; bio-inspired models and evolutionary computation; learning algorithms; video and image; classification and cluster analysis; applications; bioinformatics; and hybrid intelligent systems for data mining and applications.

Editors and Affiliations

  • Universidad Pablo de Olavide, Sevilla, Spain

    Francisco Martínez-Álvarez, Alicia Troncoso

  • University of Salamanca, Salamanca, Spain

    Héctor Quintián, Emilio Corchado

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access