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020 _a9783030727116
024 7 _a10.1007/978-3-030-72711-6
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aQ335
_b2021 EB
245 1 0 _aArtificial Intelligence: Theory and Applications
_cedited by Endre Pap.
250 _aFirst edition 2021
264 1 _aCham
_bSpringer International Pulishing
_c2021
300 _a1 recurso en línea (XII, 353 páginas)
_b87 ilustraciones, 76 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _aarchivo de texto
_bPDF
490 0 _aStudies in Computational Intelligence
_x1860-9503
_v973
490 0 _aIntelligent Technologies and Robotics (SpringerNature-42732)
490 0 _aIntelligent Technologies and Robotics (R0) (SpringerNature-43728)
505 0 _aPart I: Theory -- Mathematical base for Artificial Intelligence -- Collection and decomposition integrals in multicriteria-decision support -- A refinement of the Jensen type inequality for the pseudo-integral -- Convolutional Neural Networks Hyperparameters Tuning -- The Case for Quantifying Artificial General Intelligence with Entropy Semifields -- Fuzzy metrics and its applications in image processing -- Aggregation operations and distributivity equations -- The use of Fuzzy Logic in Various Combinatorial Optimization problems -- Improved BAT Algorithm for Solving Job Scheduling Problem in Hotels and Restaurants -- Part II: Applications -- Explainable machine learning prediction of PCB-138 behavior patterns in edible fish from Croatian Adriatic -- Patterns of PCB-138 occurrence in the breast milk of primiparae and multiparae using SHapley Additive exPlanations analysis -- What information on volatile organic compounds can be obtained from the data of a single measurement site through the use of artificial intelligence? -- The Linear Fuzzy Space: Theory and Applications -- Image fuzzy segmentation using aggregated distance functions and pixel descriptors -- A generative model for the creation of large synthetic image datasets used for distance estimation -- Appraisal of Apartments in Belgrade using Hedonic Regression: Model Specification, Predictive Performance, Suitability for Mass Appraisal, and Comparison with Machine Learning Methods -- Conversational agents for learning foreign languages a survey -- Intelligent interactive technologies for mental well-being.
520 3 _aThis book is an up-to-date collection, in AI and environmental research, related to the project ATLAS. AI is used for gaining an understanding of complex research phenomena in the environmental sciences, encompassing heterogeneous, noisy, inaccurate, uncertain, diverse spatio-temporal data and processes. The first part of the book covers new mathematics in the field of AI: aggregation functions with special classes such as triangular norms and copulas, pseudo-analysis, and the introduction to fuzzy systems and decision making. Generalizations of the Choquet integral with applications in decision making as CPT are presented. The second part of the book is devoted to AI in the geo-referenced air pollutants and meteorological data, image processing, machine learning, neural networks, swarm intelligence, robotics, mental well-being and data entry errors. The book is intended for researchers in AI and experts in environmental sciences as well as for Ph.D. students.
988 _aSpringer_Robotics_2021
650 7 _2embne
_aInteligencia artificial
_9413115
700 _aPap, Endre
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9681744
776 0 8 _iPrinted edition:
_z9783030727109
776 0 8 _iPrinted edition:
_z9783030727123
776 0 8 _iPrinted edition:
_z9783030727130
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-72711-6
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE