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Text mining and statistical learning for the analysis of the voice of the customer
(Springer, 2020)
This paper analyzes the content of texts through a Text Mining classification model for the particular case of the Tweets made about the Miniso brand in Mexico during the period from November 17 to 24, 2018. The analysis ...
Statistical learning applied to malware detection
(Springer, 2020)
This work shows an application of statistical learning methodologies in order to determine the important factors for malware detection. Support Vector Machines and Lasso Regression performed Malware classification with ...
Financial fraud detection through artificial intelligence
(Springer, 2020)
The present work shows the analysis and modeling of a database with information about the various credit card transactions. The objective is to detect transactions that are fraudulent. In the modeling process, the “Ridge ...
Estimation of electricity prices in the mexican market
(Springer, 2020)
This paper presents an alpha stable regression model to estimate prices in the Mexican Electric Market. This market began operations in February 2016. The observed prices show great fluctuations in the observed data due ...
A new heuristic algorithm to solve Circle Packing problem inspired by nanoscale electromagnetic fields and gravitational effects
(Institute of Electrical and Electronics Engineers Inc., 2019)
In this paper, we present a new algorithm for the fast and efficient solution of the Packing problem in two dimensions. The packing problem consists in finding the best arrangement of objects (many geometrical forms) in a ...
Industry 4.0 framework for management and operations : a review
(Springer Verlag, 2018-06)
The evolution of markets and customer requirements with highest level of precision, has been achieved created with technology and information systems, a new way of make the operations in the companies, and just the companies ...
Efficiency analysis for stochastic dynamic facility layout problem using meta-heuristic, data envelopment analysis and machine learning
(Blackwell Publishing Inc., 2020-02)
The facility layout problem (FLP) is a combinatorial optimization problem. The performance of the layout design is significantly impacted by diverse, multiple factors. The use of algorithmic or procedural design methodology ...
Lead time performance in a Internet product delivery supply chain with automatic consolidation
(Springer Verlag, 2018-06)
Internet sales have increased exponentially in the last decade. Much of the internet sales are of physical products in urban areas that require product delivery transportation with a tight delivery lead time. With this ...
Decomposition algorithm for irregular placement problems
(Springer, 2020)
A placement problem of irregular 2D&3D objects in a domain (container) of minimum area (volume), that related to the field of Packing and Cutting problems is considered. Placement objects may be continuously translated and ...
A genetic algorithm to solve power system expansion planning with renewable energy
(Springer Verlag, 2018)
In this paper, a deterministic dynamic mixed-integer programming model for solving the generation and transmission expansion-planning problem is addressed. The proposed model integrates conventional generation with renewable ...