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Information Management and Big Data

6th International Conference, SIMBig 2019, Lima, Peru, August 21–23, 2019, Proceedings

Conference proceedings info: SIMBig 2019.

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Table of contents (32 papers)

  1. Front Matter

    Pages i-xix
  2. Characterization of Salinity Impact on Synthetic Floc Strength via Nonlinear Component Analysis

    • Hang Yin, Patrick Carriere, Huey Lawson, Habib Mohamadian, Zhengmao Ye
    Pages 8-20
  3. Recurrence Plot Representation for Multivariate Time-Series Analysis

    • Dennys Mallqui, Ricardo A. S. Fernandes
    Pages 21-34
  4. Detecting Anomalies in Time-Varying Media Crime News Using Tensor Decomposition

    • Hugo Alatrista-Salas, Pablo Lavado, Juandiego Morzan, Miguel Nuñez-del-Prado, Gustavo Yamada
    Pages 35-45
  5. A Fuzzy Linguistic Approach for Stakeholder Prioritization

    • Yasiel Pérez Vera, Anié Bermudez Peña
    Pages 46-60
  6. Automatic Speech Recognition of Quechua Language Using HMM Toolkit

    • Rodolfo Zevallos, Johanna Cordova, Luis Camacho
    Pages 61-68
  7. TensorFlow for Doctors

    • Isha Agarwal, Rajkumar Kolakaluri, Michael Dorin, Mario Chong
    Pages 76-88
  8. An Efficient Set-Based Algorithm for Variable Streaming Clustering

    • Isaac Campos, Jared León, Fernando Campos
    Pages 89-96
  9. Sparse Non-negative Matrix Factorization for Retrieving Genomes Across Metagenomes

    • Vincent Prost, Stéphane Gazut, Thomas Brüls
    Pages 97-105
  10. Collect Ethically: Reduce Bias in Twitter Datasets

    • Lulwah Alkulaib, Abdulaziz Alhamadani, Taoran Ji, Chang-Tien Lu
    Pages 106-114
  11. Big Data Recommender System for Encouraging Purchases in New Places Taking into Account Demographics

    • Hugo Alatrista-Salas, Isaías Hoyos, Ana Luna, Miguel Nunez-del-Prado
    Pages 115-128
  12. Privacy Preservation and Inference with Minimal Mobility Information

    • Julián Salas, Miguel Nunez-del-Prado
    Pages 129-142
  13. A Progressive Formalization of Tacit Knowledge to Improve Semantic Expressiveness of Biodiversity Data

    • Andréa Corrêa Flôres Albuquerque, José Laurindo Campos dos Santos
    Pages 151-164
  14. Peruvian Sign Language Recognition Using a Hybrid Deep Neural Network

    • Yuri Vladimir Huallpa Vargas, Naysha Naydu Diaz Ccasa, Lauro Enciso Rodas
    Pages 165-172
  15. Chronic Pain Estimation Through Deep Facial Descriptors Analysis

    • Antoni Mauricio, Jonathan Peña, Erwin Dianderas, Leonidas Mauricio, Jose Díaz, Antonio Morán
    Pages 173-185
  16. SCUT Sampling and Classification Algorithms to Identify Levels of Child Malnutrition

    • Juan Baraybar-Huambo, Juan Gutiérrez-Cárdenas
    Pages 194-206

Other Volumes

  1. Information Management and Big Data

About this book

This book constitutes the refereed proceedings of the 6th International Conference on Information Management and Big Data, SIMBig 2019, held in Lima, Peru, in August 2019.

The 15 full papers and 16 short papers presented were carefully reviewed and selected from 104 submissions. The papers address issues such as data mining, artificial intelligence, Natural Language Processing, information retrieval, machine learning, web mining.




Editors and Affiliations

  • Stanford University, Stanford, USA

    Juan Antonio Lossio-Ventura

  • University of A Coruña, A Coruña, Spain

    Nelly Condori-Fernandez

  • Visibilia, São Paulo, Brazil

    Jorge Carlos Valverde-Rebaza

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