Artificial Intelligence in Prescriptive Analytics

Innovations in Decision Analysis, Intelligent Optimization, and Data-Driven Decisions

AvWitold Pedrycz,Gilberto Rivera

Inbunden, Engelska, 2024

Del 260 i serien Intelligent Systems Reference Library

2 776 kr

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Beskrivning

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).

Produktinformation

Utgivningsdatum:2024-09-22
Mått:155 x 235 x 34 mm
Vikt:1 085 g
Format:Inbunden
Språk:Engelska
Serie:Intelligent Systems Reference Library
Antal sidor:540
Förlag:Springer International Publishing AG
ISBN:9783031667305

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

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 farmer’s market in Mexico.