Del 260 - Intelligent Systems Reference Library

Artificial Intelligence in Prescriptive Analytics

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

Inbunden, Engelska, 2024

AvWitold Pedrycz,Gilberto Rivera,Eduardo Fernández,Gustavo Javier Meschino

3 559 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

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

Utgivningsdatum2024-09-22
Mått155 x 235 x 34 mm
Vikt1 085 g
FormatInbunden
SpråkEngelska
SerieIntelligent Systems Reference Library
Antal sidor540
FörlagSpringer International Publishing AG
ISBN9783031667305

Tillhör följande kategorier

Artificiell intelligens inom Data och IT
Databaser inom Data och IT

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.