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Computational Science – ICCS 2019

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Cover of 'Computational Science – ICCS 2019'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Parallelization of an Algorithm for Automatic Classification of Medical Data
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    Chapter 2 The Chain Alignment Problem
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    Chapter 3 Comparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study
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    Chapter 4 Automated Epileptic Seizure Detection Method Based on the Multi-attribute EEG Feature Pool and mRMR Feature Selection Method
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    Chapter 5 An Approach for Semantic Data Integration in Cancer Studies
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    Chapter 6 A Study of the Electrical Propagation in Purkinje Fibers
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    Chapter 7 A Knowledge Based Self-Adaptive Differential Evolution Algorithm for Protein Structure Prediction
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    Chapter 8 A Multi-objective Swarm-Based Algorithm for the Prediction of Protein Structures
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    Chapter 9 Combining Polynomial Chaos Expansions and Genetic Algorithm for the Coupling of Electrophysiological Models
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    Chapter 10 A Cloud Architecture for the Execution of Medical Imaging Biomarkers
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    Chapter 11 A Self-adaptive Local Search Coordination in Multimeme Memetic Algorithm for Molecular Docking
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    Chapter 12 Parallel CT Reconstruction for Multiple Slices Studies with SuiteSparseQR Factorization Package
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    Chapter 13 ARFF Data Source Library for Distributed Single/Multiple Instance, Single/Multiple Output Learning on Apache Spark
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    Chapter 14 On the Role of Cost-Sensitive Learning in Imbalanced Data Oversampling
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    Chapter 15 Characterization of Handwritten Signature Images in Dissimilarity Representation Space
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    Chapter 16 Missing Features Reconstruction and Its Impact on Classification Accuracy
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    Chapter 17 A Deep Malware Detection Method Based on General-Purpose Register Features
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    Chapter 18 A Novel Distribution Analysis for SMOTE Oversampling Method in Handling Class Imbalance
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    Chapter 19 Forecasting Purchase Categories by Transactional Data: A Comparative Study of Classification Methods
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    Chapter 20 Recognizing Faults in Software Related Difficult Data
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    Chapter 21 Research on Knowledge Discovery in Database of Traffic Flow State Based on Attribute Reduction
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    Chapter 22 Factor Integration Based on Neural Networks for Factor Investing
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    Chapter 23 A Brief Survey of Relation Extraction Based on Distant Supervision
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    Chapter 24 Short-Term Traffic Congestion Forecasting Using Attention-Based Long Short-Term Memory Recurrent Neural Network
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    Chapter 25 Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting
  27. Altmetric Badge
    Chapter 26 A Computational Technique for Asian Option Pricing Model
  28. Altmetric Badge
    Chapter 27 Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks
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    Chapter 28 Comparison of Constraint-Handling Techniques for Metaheuristic Optimization
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    Chapter 29 Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics
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    Chapter 30 Bat Algorithm for Kernel Computation in Fractal Image Reconstruction
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    Chapter 31 Heuristic Rules for Coordinated Resources Allocation and Optimization in Distributed Computing
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    Chapter 32 Nonsmooth Newton’s Method: Some Structure Exploitation
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    Chapter 33 Fully-Asynchronous Cache-Efficient Simulation of Detailed Neural Networks
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    Chapter 34 Application of the Model with a Non-Gaussian Linear Scalar Filters to Determine Life Expectancy, Taking into Account the Cause of Death
  36. Altmetric Badge
    Chapter 35 Improving ODE Integration on Graphics Processing Units by Reducing Thread Divergence
  37. Altmetric Badge
    Chapter 36 Data Compression for Optimization of a Molecular Dynamics System: Preserving Basins of Attraction
  38. Altmetric Badge
    Chapter 37 An Algorithm for Hydraulic Tomography Based on a Mixture Model
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    Chapter 38 Rapid Multi-band Patch Antenna Yield Estimation Using Polynomial Chaos-Kriging
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    Chapter 39 Accelerating Limited-Memory Quasi-Newton Convergence for Large-Scale Optimization
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    Chapter 40 Reduced-Cost Design Optimization of High-Frequency Structures Using Adaptive Jacobian Updates
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    Chapter 41 An Algorithm for Selecting Measurements with High Information Content Regarding Parameter Identification
  43. Altmetric Badge
    Chapter 42 Optimizing Parallel Performance of the Cell Based Blood Flow Simulation Software HemoCell
  44. Altmetric Badge
    Chapter 43 Surrogate-Based Optimization of Tidal Turbine Arrays: A Case Study for the Faro-Olhão Inlet
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    Chapter 44 Time-Dependent Link Travel Time Approximation for Large-Scale Dynamic Traffic Simulations
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    Chapter 45 Evaluation of the Suitability of Intel Xeon Phi Clusters for the Simulation of Ultrasound Wave Propagation Using Pseudospectral Methods
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    Chapter 46 Fog Computing Architecture Based Blockchain for Industrial IoT
  48. Altmetric Badge
    Chapter 47 Exploration of Data from Smart Bands in the Cloud and on the Edge – The Impact on the Data Storage Space
  49. Altmetric Badge
    Chapter 48 Security of Low Level IoT Protocols
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    Chapter 49 FogFlow - Computation Organization for Heterogeneous Fog Computing Environments
  51. Altmetric Badge
    Chapter 50 Research and Implementation of an Aquaculture Monitoring System Based on Flink, MongoDB and Kafka
  52. Altmetric Badge
    Chapter 51 Enhanced Hydroponic Agriculture Environmental Monitoring: An Internet of Things Approach
  53. Altmetric Badge
    Chapter 52 Noise Mapping Through Mobile Crowdsourcing for Enhanced Living Environments
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    Chapter 53 Environmental Quality Supervision for Enhanced Living Environments and Laboratory Activity Support Using IBM Watson Internet of Things Platform
  55. Altmetric Badge
    Chapter 54 Combining Data from Fitness Trackers with Meteorological Sensor Measurements for Enhanced Monitoring of Sports Performance
  56. Altmetric Badge
    Chapter 55 Collaborative Learning Agents (CLA) for Swarm Intelligence and Applications to Health Monitoring of System of Systems
  57. Altmetric Badge
    Chapter 56 Computationally Efficient Classification of Audio Events Using Binary Masked Cochleagrams
Attention for Chapter 16: Missing Features Reconstruction and Its Impact on Classification Accuracy
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About this Attention Score

  • Average Attention Score compared to outputs of the same age
  • Good Attention Score compared to outputs of the same age and source (65th percentile)

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Chapter title
Missing Features Reconstruction and Its Impact on Classification Accuracy
Chapter number 16
Book title
Computational Science – ICCS 2019
Published in
arXiv, June 2019
DOI 10.1007/978-3-030-22744-9_16
Book ISBNs
978-3-03-022743-2, 978-3-03-022744-9

Magda Friedjungová, Marcel Jiřina, Daniel Vašata, Friedjungová, Magda, Jiřina, Marcel, Vašata, Daniel

X Demographics

X Demographics

The data shown below were collected from the profiles of 5 X users who shared this research output. Click here to find out more about how the information was compiled.
As of 1 July 2024, you may notice a temporary increase in the numbers of X profiles with Unknown location. Click here to learn more.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 11 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 11 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 5 45%
Unspecified 1 9%
Lecturer 1 9%
Lecturer > Senior Lecturer 1 9%
Student > Ph. D. Student 1 9%
Other 1 9%
Unknown 1 9%
Readers by discipline Count As %
Computer Science 7 64%
Unspecified 1 9%
Mathematics 1 9%
Engineering 1 9%
Unknown 1 9%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 12 November 2019.
All research outputs
of 24,099,692 outputs
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Outputs of similar age
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Outputs of similar age from arXiv
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Altmetric has tracked 24,099,692 research outputs across all sources so far. This one is in the 34th percentile – i.e., 34% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1,020,419 research outputs from this source. They receive a mean Attention Score of 4.0. This one has gotten more attention than average, scoring higher than 66% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 357,177 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 41st percentile – i.e., 41% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 28,922 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 65% of its contemporaries.