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Algorithms, Volume 13, Issue 8

August 2020 - 27 articles

Cover Story: The novelty in application of the Reed–Solomon algorithm for remote sensing lies in the different interpretation of the algorithm itself at the preparatory stage―data fusion. The rationale is to include all possible information from all acquired spectral bands, assuming that complete composite information in the form of one compound image will improve both the quality of visualization and some aspects of further quantitative and qualitative analyses. The concept arose from an empirical, heuristic combination of geographic information systems (GIS), map algebra, and two-dimensional cellular automata. The challenges are related to handling big quantitative datasets and the awareness that these numbers are, in fact, descriptors of a real-world multidimensional view. View this paper
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Articles (27)

  • Article
  • Open Access
20 Citations
5,693 Views
27 Pages

A NARX Model Reference Adaptive Control Scheme: Improved Disturbance Rejection Fractional-Order PID Control of an Experimental Magnetic Levitation System

  • Hossein Alimohammadi,
  • Baris Baykant Alagoz,
  • Aleksei Tepljakov,
  • Kristina Vassiljeva and
  • Eduard Petlenkov

18 August 2020

Real control systems require robust control performance to deal with unpredictable and altering operating conditions of real-world systems. Improvement of disturbance rejection control performance should be considered as one of the essential control...

  • Article
  • Open Access
6 Citations
6,169 Views
27 Pages

Methodology for Analyzing the Traditional Algorithms Performance of User Reviews Using Machine Learning Techniques

  • Abdul Karim,
  • Azhari Azhari,
  • Samir Brahim Belhaouri,
  • Ali Adil Qureshi and
  • Maqsood Ahmad

18 August 2020

Android-based applications are widely used by almost everyone around the globe. Due to the availability of the Internet almost everywhere at no charge, almost half of the globe is engaged with social networking, social media surfing, messaging, brows...

  • Feature Paper
  • Article
  • Open Access
5 Citations
4,883 Views
28 Pages

16 August 2020

We review a number of preconditioners for the advection-diffusion operator and for the Schur complement matrix, which, in turn, constitute the building blocks for Constraint and Triangular Preconditioners to accelerate the iterative solution of the d...

  • Article
  • Open Access
3 Citations
3,468 Views
16 Pages

A Brief Survey of Fixed-Parameter Parallelism

  • Faisal N. Abu-Khzam and
  • Karam Al Kontar

14 August 2020

This paper provides an overview of the field of parameterized parallel complexity by surveying previous work in addition to presenting a few new observations and exploring potential new directions. In particular, we present a general view of how know...

  • Article
  • Open Access
12 Citations
4,655 Views
27 Pages

14 August 2020

In the manuscript, the issue of detecting and segmenting out pavement defects on highway roads is addressed. Specifically, computer vision (CV) methods are developed and applied to the problem based on deep learning of convolutional neural networks (...

  • Feature Paper
  • Article
  • Open Access
7 Citations
4,849 Views
10 Pages

Graph Planarity by Replacing Cliques with Paths

  • Patrizio Angelini,
  • Peter Eades,
  • Seok-Hee Hong,
  • Karsten Klein,
  • Stephen Kobourov,
  • Giuseppe Liotta,
  • Alfredo Navarra and
  • Alessandra Tappini

13 August 2020

This paper introduces and studies the following beyond-planarity problem, which we call h-Clique2Path Planarity. Let G be a simple topological graph whose vertices are partitioned into subsets of size at most h, each inducing a clique. h-Clique2Path...

  • Article
  • Open Access
32 Citations
4,834 Views
15 Pages

13 August 2020

Natural disasters are phenomena that can occur in any part of the world. They can cause massive amounts of destruction and leave entire cities in great need of assistance. The ability to quickly and accurately deliver aid to impacted areas is crucial...

  • Article
  • Open Access
1 Citations
4,243 Views
21 Pages

13 August 2020

Motivated by the desire to numerically calculate rigorous upper and lower bounds on deviation probabilities over large classes of probability distributions, we present an adaptive algorithm for the reconstruction of increasing real-valued functions....

  • Article
  • Open Access
3 Citations
4,306 Views
12 Pages

10 August 2020

Dimension reduction is often used for several procedures of analysis of high dimensional biomedical data-sets such as classification or outlier detection. To improve the performance of such data-mining steps, preserving both distance information and...

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Algorithms - ISSN 1999-4893