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E-grāmata: Artificial Intelligence in Prescriptive Analytics: Innovations in Decision Analysis, Intelligent Optimization, and Data-Driven Decisions

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Artificial Intelligence in Prescriptive Analytics: Innovations in Decision Analysis, Intelligent Optimization, and Data-Driven DecisionsPalielināt
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Considering the advances of the different approaches and applications in the last years, and even in the last months, this is a particular moment in history to transform every data-driven decision-making process with the power of Artificial Intelligence (AI). This book reveals, through concrete case studies and original application ideas, how cutting-edge AI techniques are revolutionizing industries such as finance, health care, and manufacturing. It invites us to discover how machine learning, decision analysis, and intelligent optimization are changing, directly or indirectly, almost all aspects of our daily lives. This comprehensive book offers practical insights and real-world applications for professionals, researchers, and students alike. It helps to learn how to apply AI for smarter, data-driven decisions in areas like supply chain management, risk assessment, and even personalized medicine. Be inspired by the chapters of this book and unlock the full potential of AI in your field!

Decision Analysis.- A new methodology based on multicriteria ordinal
classification for the management of financial resources with application to
real data from the stock market.- MSALD a novel support tool for geodriven
decision making in the selection of hydraulic structures
location.-Multicriteria hierarchical ranking for investment selection in
Latin American countries.- Increasing performance and competitiveness in HEIs
applying an ICT quality KPI model analyzed with AHP method.- A Multicriteria
Model for the Selection of Online Travel Agencies.- A new method for ordinal
classification based on comparisons with representative objects through a
logical predicate regarding preference closeness.- Intelligent
Optimization.- Warm starting Integer Programming for the Internet SHopping
Optimization Problem with multiple item Units (ISHOP-U).- Hybrid Genetic
Algorithm Based on Machine Learning and Fitness Function Estimation Proposal
for Ground Vehicle and Drone Cooperative Delivery Problem.- Automation of
Topic Generation in Government Information Requests in Mexico.- Techniques
for Multi-objective Algorithm Performance based on Convergence and Diversity
towards the Pareto frontier.- Enhancing supply chain management: a hybrid
approach for smart decisions and performance.- Attribute weighting model for
breast cancer prediction with the Harmony Search Algorithm.- Data-driven
Decision.- Solidary Family Business, Intellectual Property and Sustainability
in Rural Producers in Mexico: A Hybrid SEM-PLS and Fuzzy Approach.- Learning
Analytics in Reading Comprehension.- Improving Home Loan Predictions: A
Fusion of PCA, Decision Tree and Random Forest Approaches.- Classification of
upper body fits using fit models.- Regression models for estimating the
Stress Concentration Factor of Rectangular Plates.- A Performance Analysis of
Technical Indicators on the Indian Stock Market.- PD-Monitor: A
Self-Management App for Monitoring Patients with Parkinson's
disease.- BootstrapPLS-Fuzzy-Genetic Hybridization to Predict the Effect of
the Solidarity Economy and Sustainability on Competitiveness: the case of a
farmers market in Mexico.
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