Skip Content
You are currently on the new version of our website. Access the old version .

Algorithms, Volume 13, Issue 2

2020 February - 20 articles

Cover Story: Transfer learning is a modern concept that focuses on the application of ideas, models, and algorithms developed in one applied area for solving a similar problem in another area. In this paper, we identify links between methodologies in video prediction and spatiotemporal urban traffic forecasting domains. The similarities of the video stream and citywide traffic data structures are discovered, and analogues between historical development and the current states of the methodologies are presented. The idea of transferring video prediction models (spatial filtering techniques and spectral graph convolutional artificial neural networks) to the urban traffic forecasting domain is validated using a large real-world data set. View this paper.
  • Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
  • You may sign up for email alerts to receive table of contents of newly released issues.
  • PDF is the official format for papers published in both, html and pdf forms. To view the papers in pdf format, click on the "PDF Full-text" link, and use the free Adobe Reader to open them.

Articles (20)

  • Article
  • Open Access
1 Citations
4,427 Views
12 Pages

24 February 2020

In this paper we study the optimization of the discrete-time stochastic linear-quadratic (LQ) control problem with conic control constraints on an infinite horizon, considering multiplicative noises. Stochastic control systems can be formulated as Ma...

  • Article
  • Open Access
9 Citations
5,845 Views
18 Pages

Accelerating Binary String Comparisons with a Scalable, Streaming-Based System Architecture Based on FPGAs

  • Sarah Pilz,
  • Florian Porrmann,
  • Martin Kaiser,
  • Jens Hagemeyer,
  • James M. Hogan and
  • Ulrich Rückert

21 February 2020

This paper is concerned with Field Programmable Gate Arrays (FPGA)-based systems for energy-efficient high-throughput string comparison. Modern applications which involve comparisons across large data sets—such as large sequence sets in molecul...

  • Article
  • Open Access
1 Citations
5,241 Views
17 Pages

21 February 2020

Among the most important characteristics of autonomous vehicles are the safety and robustness in various traffic situations and road conditions. In this paper, we focus on the development and analysis of the extended version of the canonical proporti...

  • Article
  • Open Access
29 Citations
4,904 Views
16 Pages

20 February 2020

In recent decades, workshop scheduling has excessively focused on time-related indicators, while ignoring environmental metrics. With the advent of sustainable manufacturing, the energy-aware scheduling problem has been attracting more and more atten...

  • Article
  • Open Access
8 Citations
4,897 Views
15 Pages

20 February 2020

The tolerance mechanism based on dark channel prior (DCP) of a single image dehazing algorithm is less effective when there are large areas of the bright region in the hazy image because it cannot obtain the tolerance adaptively according to the char...

  • Article
  • Open Access
8 Citations
4,804 Views
18 Pages

Neural PD Controller for an Unmanned Aerial Vehicle Trained with Extended Kalman Filter

  • Javier Gomez-Avila,
  • Carlos Villaseñor,
  • Jesus Hernandez-Barragan,
  • Nancy Arana-Daniel,
  • Alma Y. Alanis and
  • Carlos Lopez-Franco

18 February 2020

Flying robots have gained great interest because of their numerous applications. For this reason, the control of Unmanned Aerial Vehicles (UAVs) is one of the most important challenges in mobile robotics. These kinds of robots are commonly controlled...

  • Article
  • Open Access
4 Citations
13,926 Views
21 Pages

Designing the Uniform Stochastic Photomatrix Therapeutic Systems

  • Oleg K. Karaduta,
  • Aleksei F. Deon and
  • Yulian A. Menyaev

18 February 2020

Photomatrix therapeutic systems (PMTS) are widely used for the tasks of preventive, stimulating and rehabilitation medicine. They consist of low-intensity light-emitting diodes (LEDs) having the quasi-monochromatic irradiation properties. Depending o...

  • Article
  • Open Access
2 Citations
3,687 Views
12 Pages

18 February 2020

In the conversion problem, wealth has to be distributed between two assets with the objective to maximize the wealth at the end of the investment horizon. The bi-directional preemptive conversion problem with a constant price interval is the only pro...

  • Article
  • Open Access
11 Citations
4,819 Views
17 Pages

18 February 2020

The development of the sharing economy has made carsharing the main future development model of car rental. Carsharing network investment is enormous, but the resource allocation is limited. Therefore, the reasonable location of the carsharing statio...

  • Article
  • Open Access
12 Citations
6,599 Views
26 Pages

Multi-Loop Model Reference Proportional Integral Derivative Controls: Design and Performance Evaluations

  • Baris Baykant Alagoz,
  • Aleksei Tepljakov,
  • Eduard Petlenkov and
  • Celaleddin Yeroglu

13 February 2020

Due to unpredictable and fluctuating conditions in real-world control system applications, disturbance rejection is a substantial factor in robust control performance. The inherent disturbance rejection capacity of classical closed loop control syste...

  • Article
  • Open Access
4 Citations
5,161 Views
18 Pages

13 February 2020

Transfer learning is a modern concept that focuses on the application of ideas, models, and algorithms, developed in one applied area, for solving a similar problem in another area. In this paper, we identify links between methodologies in two fields...

  • Article
  • Open Access
6 Citations
4,163 Views
18 Pages

9 February 2020

In this paper, we present a robust algorithm to solve numerically a family of two-dimensional fractional integro differential equations. The Haar wavelet method is upgraded to include in its construction the Laplace transform step. This modification...

  • Article
  • Open Access
10 Citations
6,380 Views
12 Pages

Approximation Algorithm for Shortest Path in Large Social Networks

  • Dennis Nii Ayeh Mensah,
  • Hui Gao and
  • Liang Wei Yang

6 February 2020

Proposed algorithms for calculating the shortest paths such as Dijikstra and Flowd-Warshall’s algorithms are limited to small networks due to computational complexity and cost. We propose an efficient and a more accurate approximation algorithm...

  • Article
  • Open Access
7 Citations
4,592 Views
15 Pages

4 February 2020

An efficient routing using a virtual backbone (VB) network is one of the most significant improvements in the wireless sensor network (WSN). One promising method for selecting this subset of network nodes is by finding the minimum connected dominatin...

  • Article
  • Open Access
3 Citations
5,199 Views
22 Pages

Using Biased-Randomized Algorithms for the Multi-Period Product Display Problem with Dynamic Attractiveness

  • Mage Marmol,
  • Leandro do C. Martins,
  • Sara Hatami,
  • Angel A. Juan and
  • Vicenc Fernandez

1 February 2020

From brick-and-mortar stores to omnichannel retail, the efficient selection of products to be displayed on store tables, advertising brochures, or online front pages has become a critical issue. One possible goal is to maximize the overall ‘att...

  • Article
  • Open Access
6 Citations
4,178 Views
17 Pages

Latency-Bounded Target Set Selection in Signed Networks

  • Miriam Di Ianni and
  • Giovanna Varricchio

29 January 2020

It is well-documented that social networks play a considerable role in information spreading. The dynamic processes governing the diffusion of information have been studied in many fields, including epidemiology, sociology, economics, and computer sc...

  • Article
  • Open Access
20 Citations
5,075 Views
23 Pages

29 January 2020

The estimation of the Instantaneous Angular Speed (IAS) has in recent years attracted a growing interest in the diagnostics of rotating machines. Measurement of the IAS can be used as a source of information of the machine condition per se, or for pe...

  • Feature Paper
  • Article
  • Open Access
15 Citations
4,243 Views
14 Pages

26 January 2020

As technology advances and the spreading of wireless devices grows, the establishment of interconnection networks is becoming crucial. Main activities that involve most of the people concern retrieving and sharing information from everywhere. In hete...

  • Article
  • Open Access
3 Citations
4,600 Views
16 Pages

Learning Manifolds from Dynamic Process Data

  • Frank Schoeneman,
  • Varun Chandola,
  • Nils Napp,
  • Olga Wodo and
  • Jaroslaw Zola

21 January 2020

Scientific data, generated by computational models or from experiments, are typically results of nonlinear interactions among several latent processes. Such datasets are typically high-dimensional and exhibit strong temporal correlations. Better unde...

Get Alerted

Add your email address to receive forthcoming issues of this journal.

XFacebookLinkedIn
Algorithms - ISSN 1999-4893