The Recent Advances in Transdisciplinary Data Science: First Southwest Data Science Conference, SDSC 2022, Waco, TX, USA, March 25–26, 2022, Revised Selected Papers: Communications in Computer and Information Science, cartea 1725
Editat de Henry Han, Erich Bakeren Limba Engleză Paperback – 29 ian 2023
The 14 full papers and 2 short papers included in this book were carefully reviewed and selected from 72 submissions. They were organized in topical sections as follows: Business and social data science; Health and biological data science; Applied data science, artificial intelligence, and data engineering.
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Specificații
ISBN-13: 9783031233869
ISBN-10: 3031233867
Pagini: 227
Ilustrații: XII, 227 p. 89 illus., 74 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.34 kg
Ediția:1st ed. 2022
Editura: Springer Nature Switzerland
Colecția Springer
Seria Communications in Computer and Information Science
Locul publicării:Cham, Switzerland
ISBN-10: 3031233867
Pagini: 227
Ilustrații: XII, 227 p. 89 illus., 74 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.34 kg
Ediția:1st ed. 2022
Editura: Springer Nature Switzerland
Colecția Springer
Seria Communications in Computer and Information Science
Locul publicării:Cham, Switzerland
Cuprins
Business and social data science.- Forecasting stock excess returns with SEC 8-K filings.- A Fast Initial Response Approach to Sequential Financial Surveillance.- Evaluation of High-value patents in the reverse innovation: a theory and case study from China.- Research on the influence of different fairness reference points on the supply chain enterprises.- Health and biological data science.- EGRE: calculating enrichment between genomic regions.- THSLRR: a low-rank subspace clustering method based on tired random walk similarity and hypergraph regularization constraints.- Traceability analysis of Feng-Flavour Daqu in China.- Visualization of Functional Assignment of Disease Genes and Mutations.- Applied data science, artificial intelligence and data engineering.- Characterizing In-situ Solar Wind Observations Using Clustering Methods.- An improved capsule network for speech emotion recognition.- Distributed Query Processing and Reasoning Over Linked Big Data.- Normal equilibrium fluctuations from chaotic trajectories: Coupled logistic maps.- Matching Code Patterns Across Programming Languages.- Partitionable Programs using Tyro V2.- Analyzing Technical Debt by Mapping Production Logs with Source Code.- EB-FedAvg: Personalized and training efficient Federated Learning with Early-Bird Tickets