New Perspectives on Enterprise Decision-Making Applying Artificial Intelligence Techniques

AvJulian Andres Zapata-Cortes,Giner Alor-Hernández

Inbunden, Engelska, 2021

Del i serien Studies in Computational Intelligence

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Beskrivning

This book presents different techniques and methodologies that used to help improve the decision-making process and increase the likelihood of success in sector as follows: agriculture, financial services, logistics, energy services, health and others.

Produktinformation

Utgivningsdatum:2021-06-08
Mått:155 x 235 x 35 mm
Vikt:980 g
Format:Inbunden
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:508
Förlag:Springer Nature Switzerland AG
ISBN:9783030711146

Utforska kategorier

Innehållsförteckning

Part I: Industrial Applications: Merging event logs for inter-organizational process mining.- Towards Association Rule-based Item Selection Strategy in Computerized Adaptive Testing.- Uncertainty linguistic summarizer to evaluate the performance of investment funds.- Map-Bot: mapping model of indoor work environments in mobile robotics.- Production Analysis of the Beekeeping Chain in Vichada, Colombia. A System Dynamics Approach.- Effect of TPM and OEE on the Social performance of companies.- ENERMONGRID: Intelligent Energy Monitoring, Visualization and Fraud Detection for Smart Grids.- Part II: Decision-Making Systems for Industry.- Measuring violence levels in Mexico through tweets.- Technology transfer from a tacit knowledge conservation model into explicit knowledge in the field of data envelopment analysis.- Performance Analysis of Decision Aid Mechanisms for Hardware Bots based on ELECTRE III and Compensatory Fuzzy Logic.- A brief review of performance and interpretability in fuzzy inference systems.- Quality and Human Resources, Two JIT Critical Success Factors.- Operational Risks Management in the Reverse Logistics of Lead-acid Batteries.- Dynamic evaluation of livestock feed supply chain from the use of ethanol vinasses.- Part III: Artificial Intelligence Techniques.- Comparative Analysis of Decision Tree Algorithms for Data Warehouse Fragmentation.- Data Analytics in Financial Portfolio Recovery Management.- Task thesaurus as a tool for modeling of user information needs.- NHC_MDynamics: High-troughput tools for simulations of complex fluids using Nosé-Hoover chains and Big Data Analytics.- Determination of competitive management perception in family business leaders using data mining.- A genetic algorithm for solving the inventory routing problem with time windows.- Emotion Detection from Text in Learning Environments: A Review.