Algorithms applications

The research "Application of random forest algorithm and google colab for land cover classification" is to provide the approach RF with Google Colab environment for classifying land cover in Quang Binh province, Vietnam using sentinel - 2 image in August 2021. The results have indicated the ability of this research direction with an overall accuracy above 80 %.

9p tukhauquantuong1011 22-04-2024 4 1   Download

This paper presents the results of applying geoinformatics technology in early detection of forest fires in Vietnam. Two methods were used to detect forest fires, including (1) Using ground monitoring equipment: applying algorithms to detect smoke and fire from the series of "forest fire" recorded by IP Camera, characteristics of smoke, such as color, movement and expandable properties used in fire detection; accuracy of algorithm for fire detection with video frames is 97% and with image frames from digital cameras is 100%; Ground monitoring equipment can detect 84.

10p vilarry 01-04-2024 2 1   Download

Ebook Multicast group security Part 1 includes contents: Chapter 6 group key management algorithms, chapter 7 group security policy, chapter 8 securing multicast routing protocols, chapter 9 security in reliable multicast protocols, chapter 10 applications of multicast and their security, chapter 11 conclusion and future work.

179p longtimenosee05 31-03-2024 0 0   Download

Artificial intelligence (AI) is the development of computer systems that are able to perform tasks that normally require human intelligence. Advances in AI software and hardware, especially deep learning algorithms and the graphics processing units (GPUs) that power their training, have led to a recent and rapidly increasing interest in medical AI applications.

12p vibransone 28-03-2024 2 1   Download

This paper presents an enriched variation of the original Vehicle Routing Problem (VRP), in which traffic zones, CO2 emissions and heterogeneity of vehicles are all taken into consideration. Despite the extensive research already focused at VRP, its applicability in Supply Chain Management, has pushed researchers in investigating richer, and more realistic versions of VRP with various business constraints.

12p longtimenosee07 29-03-2024 2 2   Download

This paper also points out the algorithms used to calculate the error rates of the deep learning model. This paper is conducted to show how deep learning can hugely contribute to reducing medication errors and how we use this advanced technology to directly connect the local pharmacy stores to fulfill patient’s extensive medical needs. The smartphone application helps to provide appropriate healthcare services to the patients and also has an efficient inventory system for the local pharmacies.

8p longtimenosee07 29-03-2024 2 2   Download

The article presents the study on the problem of crowdsourcing application in terms of digital development of supply chain strategy. The purpose of this study is to develop the algorithm of application of crowdsourcing technology in terms of digitalization of supply chain strategy in socioeconomic processes. The application of crowdsourcing technology facilitates the search for the most effective solutions to enterprise’s problems, minimizing the time-related and financial costs for their development.

13p longtimenosee06 27-03-2024 2 2   Download

Neural network technology has been successfully applied in many business areas. This paper systematic summarizes the applications of neural network technology in supply chain management, which include three areas: optimization , forecasting and decision support. It uses supply chain - specific parameter estimation using supply chain processing techniques to model the optimal network system.

5p longtimenosee06 27-03-2024 2 2   Download

Ebook "Reduced-densitymatrix mechanics: With application to many-electron atoms and molecules" is divided into five related parts. Part I contains historical introductions by John Coleman and Mitja Rosina. Part II discusses the variational calculation of the 2-RDM including the development of a systematic hierarchy of N-representability conditions known as the positivity conditions and the design of effective semidefinite-programming algorithms for solving the 2-RDM optimization problem.

597p coduathanh1122 27-03-2024 2 1   Download

Ebook "Regional satellite oceanography" addresses the whole range of problems relating to the application of satellite technology to studies of regional seas and sea phenomona - the Gulf Stream, the Kuroshia Current - and coastal zones. It argues that to emphasize global applications is to fail to take into account fundamental idiosyncracies specific to the regional perspective. In addition, it describes implementation techniques - data gathering; in situ data assurance, algorithms for parameter retrieval; data storage; and data output.

317p cotieubac1004 15-03-2024 0 0   Download

Ebook "Innovations in GIS 5" reflects the interdisciplinary nature of GIS research and includes coverage of such themes as: virtual GIS; spatial analysis; artificial intelligence; spatial agents and fuzzy systems; and space-time GIS and GIS applications.

259p cotieubac1004 15-03-2024 0 0   Download

Ebook "Computational biology: Issues and applications in oncology" provides a comprehensive report on recent techniques and results in computational oncology essential to the knowledge of scientists, engineers, as well as postgraduate students working on the areas of computational biology, bioinformatics, and medical informatics. With chapters timely prepared and written by experts in the field, this in-depth and up-to-date volume covers advanced statistical methods, heuristic algorithms, cluster analysis, data modeling, image and pattern analysis applied to cancer research.

309p cotieubac1004 15-03-2024 0 0   Download

Part 2 book "Physical chemistry for chemists and chemical engineers - Multidisciplinary research perspectives" includes content: Fast qualitative inspection of designed experiments by means of the superposing significant interaction rules (SSIR) method; optimum selection of system of a gas cleaning with an economic efficiency estimation; genetic algorithms and their applications in different areas of engineering and science;... and other contents.

179p muasambanhan09 12-03-2024 1 0   Download

Part 1 book "Multi-objective optimization in chemical engineering" includes content: Introduction, optimization of pooling problems for two objectives using the ε-Constraint method, multi objective optimization applications in chemical engineering, performance comparison of jumping gene adaptations of the elitist non dominated sorting genetic algorithm, improved constraint handling technique for multi objective optimization with application to two fermentation processes,... and other contents.

256p muasambanhan09 12-03-2024 3 0   Download

This paper aims to develop a effective algorithm for computing geodesics on large, complex models with fast processing times to facilitate interactive applications. Our contribution is developing of the parallel window propagation (PWP) algorithm, which divides the sequential MMP algorithm into four phases: front node selection, window list propagation, window list merging, and vertex update.

6p vigojek 02-02-2024 1 0   Download

This research paper presents a framework for smart factory applications in ceramic manufacturing, harnessing data collection and machine learning algorithms to seamlessly align with the demands of Industry 4.0 and facilitate digital transformation. At its core, the framework is exemplified through the creation of a dynamic web application, consisting of three pivotal modules.

7p vigojek 02-02-2024 4 0   Download

Part 1 book "Quantum computation and quantum information" includes content: Introduction and overview, introduction to quantum mechanics, introduction to computer science, introduction and overview, introduction to quantum mechanics, introduction to computer science, quantum circuits, the quantum, fourier transform and its applications, quantum search algorithms, quantum computers - physical realization.

386p muasambanhan07 08-02-2024 3 1   Download

Part 1 book "Discrete mathematics and its applications" includes content: The foundations - logic and proofs; basic structures - sets, functions, sequences, sums, and matrices; algorithms; number theory and cryptography, induction and recursion; counting; discrete probability.

521p muasambanhan06 01-02-2024 3 1   Download

The study aimed to help get insights about the causes of road accidents, and to provide knowledge of road accidents for road safety using Association Rule Mining with the application of the Apriori Algorithm. Association rule mining using the Apriori Algorithm produces significant patterns and insights that help identify the causes of road accidents.

9p vigojek 02-02-2024 7 2   Download

Ebook "Adaptive beaming and imaging in the turbulent atmosphere" due to the wide application of adaptive optical systems, an understanding of optical wave propagation in randomly inhomogeneous media has become essential, and several numerical models of individual AOS components and of efficient correction algorithms have been developed. This monograph contains detailed descriptions of the mathematical experiments that were designed and carried out during more than a decade's worth of research.

211p nhanphanguyet 28-01-2024 4 2   Download