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Mathematics, Volume 10, Issue 14

2022 July-2 - 185 articles

Cover Story: Out of the five senses that a human can perceive, sight offers a complete perception of the environment, and thus is considered one of the most important ones. Computer vision studies the sense of sight in order to apply it to machines. To put it in simple terms, computer vision can be considered the discipline of "teaching machines how to see" the world behind the images. Environment perception and environment understanding represent the core tasks of computer vision. In recent years, due to the rapid development of deep learning techniques and dedicated hardware, the vision-based solutions that support these tasks have obtained outstanding results. However, more complex solutions for environment perception and environment understanding, such as semantic instance segmentation, remain an open challenge in the computer vision field. View this paper
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Articles (185)

  • Article
  • Open Access
10 Citations
3,752 Views
19 Pages

Deep Learning for Forecasting Electricity Demand in Taiwan

  • Cheng-Hong Yang,
  • Bo-Hong Chen,
  • Chih-Hsien Wu,
  • Kuo-Chang Chen and
  • Li-Yeh Chuang

21 July 2022

According to the World Energy Investment 2018 report, the global annual investment in renewable energy exceeded USD 200 billion for eight consecutive years until 2017. In this paper, a deep-learning-based time-series prediction method, namely a gated...

  • Article
  • Open Access
2 Citations
2,157 Views
12 Pages

OMPEGAS: Optimized Relativistic Code for Multicore Architecture

  • Elena N. Akimova,
  • Vladimir E. Misilov,
  • Igor M. Kulikov and
  • Igor G. Chernykh

21 July 2022

The paper presents a new hydrodynamical code, OMPEGAS, for the 3D simulation of astrophysical flows on shared memory architectures. It provides a numerical method for solving the three-dimensional equations of the gravitational hydrodynamics based on...

  • Article
  • Open Access
3 Citations
2,140 Views
29 Pages

21 July 2022

Missing link prediction technology (MLP) is always a hot research area in the field of complex networks, and it has been extensively utilized in UAV swarm network reconstruction recently. UAV swarm is an artificial network with strong randomness, in...

  • Article
  • Open Access
17 Citations
3,113 Views
21 Pages

LLAKEP: A Low-Latency Authentication and Key Exchange Protocol for Energy Internet of Things in the Metaverse Era

  • Xin Zhang,
  • Xin Huang,
  • Haotian Yin,
  • Jiajia Huang,
  • Sheng Chai,
  • Bin Xing,
  • Xiaohua Wu and
  • Liangbin Zhao

21 July 2022

The authenticated key exchange (AKE) protocol can ensure secure communication between a client and a server in the electricity transaction of the Energy Internet of things (EIoT). Park proposed a two-factor authentication protocol 2PAKEP, whose compu...

  • Review
  • Open Access
21 Citations
6,166 Views
22 Pages

21 July 2022

A great challenge for intelligent transportation systems (ITS) is missing traffic data. Traffic data are input from various transportation applications. In the past few decades, several methods for traffic temporal data imputation have been proposed....

  • Article
  • Open Access
18 Citations
2,550 Views
16 Pages

Techno-Economic Evaluation of Optimal Integration of PV Based DG with DSTATCOM Functionality with Solar Irradiance and Loading Variations

  • Ahmed Amin,
  • Mohamed Ebeed,
  • Loai Nasrat,
  • Mokhtar Aly,
  • Emad M. Ahmed,
  • Emad A. Mohamed,
  • Hammad H. Alnuman and
  • Amal M. Abd El Hamed

21 July 2022

Nowadays, the trend of countries and their electrical sectors moves towards the inclusion of renewable distributed generators (RDGs) to diminish the use of the fossil fuel based DGs. The solar photovoltaic-based DG (PV-DG) is widely used as a clean a...

  • Article
  • Open Access
2 Citations
1,540 Views
24 Pages

21 July 2022

This study investigates the optimization of an integrated production–inventory system that consists of an original equipment manufacturer (OEM) supplier and an OEM brand company. The cognitive and skill learning effect, imperfect quality, and f...

  • Article
  • Open Access
2 Citations
3,937 Views
12 Pages

Reconstructing the Local Volatility Surface from Market Option Prices

  • Soobin Kwak,
  • Youngjin Hwang,
  • Yongho Choi,
  • Jian Wang,
  • Sangkwon Kim and
  • Junseok Kim

21 July 2022

We present an efficient and accurate computational algorithm for reconstructing a local volatility surface from given market option prices. The local volatility surface is dependent on the values of both the time and underlying asset. We use the gene...

  • Feature Paper
  • Article
  • Open Access
1 Citations
2,260 Views
27 Pages

Using Value-Based Potentials for Making Approximate Inference on Probabilistic Graphical Models

  • Pedro Bonilla-Nadal,
  • Andrés Cano,
  • Manuel Gómez-Olmedo,
  • Serafín Moral and
  • Ofelia Paula Retamero

21 July 2022

The computerization of many everyday tasks generates vast amounts of data, and this has lead to the development of machine-learning methods which are capable of extracting useful information from the data so that the data can be used in future decisi...

  • Article
  • Open Access
3 Citations
2,323 Views
11 Pages

Differential Game for an Infinite System of Two-Block Differential Equations

  • Gafurjan Ibragimov,
  • Sarvinoz Kuchkarova,
  • Risman Mat Hasim and
  • Bruno Antonio Pansera

21 July 2022

We present a pursuit differential game for an infinite system of two-block differential equations in Hilbert space l2. The pursuer and evader control functions are subject to integral constraints. The differential game is said to be completed if the...

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Mathematics - ISSN 2227-7390