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Intelligent Data Processing 11th International Conference, IDP 2016, Barcelona, Spain, October 10–14, 2016, Revised Selected Papers

Vol. 794. Switzerland : Springer, 2019.
Academic editor: Ignatov D. I., В. В. Стрижов, К. В. Воронцов

This book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Processing, IDP 2016, held in Barcelona, Spain, in October 2016.  

 

The 11 revised full papers were carefully reviewed and selected from 52 submissions. The papers of this volume are organized in topical sections on machine learning theory with applications; intelligent data processing in life and social sciences; morphological and technological approaches to image analysis.

Chapters
Learning Interpretable Prefix-Based Patterns from Demographic Sequences
Gizdatullin D., Baixeries J., Ignatov D. I. et al., , in: Intelligent Data Processing 11th International Conference, IDP 2016, Barcelona, Spain, October 10–14, 2016, Revised Selected PapersVol. 794.: Switzerland: Springer, 2019. Ch. 6 P. 74–91.
There are many different methods for computing relevant patterns in sequential data and interpreting the results. In this paper, we compute emerging patterns (EP) in demographic sequences using sequence-based pattern structures, along with different algorithmic solutions. The purpose of this method is to meet the following domain requirement: the obtained patterns must be (closed) frequent contiguous prefixes of the input sequences. ...
Added: February 9, 2020
Research target: Computer Science Mathematics
Priority areas: IT and mathematics mathematics
Language: English
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Keywords: natural language processingdata miningmachine learningcomputer visionbig dataimage segmentationartificial intelligencedeep learningmatrix algebraimage processing image analysis image communication systems image compressionimage quality probabilityrate distortions signal distortion signal processingSupport Vector Machines (SVM)интеллектуализация обработки информации
Publication based on the results of:
Development of Mathematical Models and Methods for Recommender Systems and Natural Language Processing (2019)
Intelligent Data Processing 11th International Conference, IDP 2016, Barcelona, Spain, October 10–14, 2016, Revised Selected Papers
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