The Recent Advances in Transdisciplinary Data Science
Springer International Publishing (Verlag)
978-3-031-23386-9 (ISBN)
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.
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
| Erscheinungsdatum | 31.01.2023 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XII, 227 p. 89 illus., 74 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 370 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Mathematik / Informatik ► Informatik ► Netzwerke | |
| Informatik ► Weitere Themen ► Hardware | |
| Schlagworte | Applications • Artificial Intelligence • Computer Hardware • Computer Networks • computer programming • Computer Science • Computer systems • computer vision • conference proceedings • Correlation Analysis • Databases • Data Mining • distributed computer systems • Distributed Systems • Human-Computer Interaction (HCI) • Informatics • Linguistics • machine learning • Probability • Research • Signal Processing • Signal to Noise Ratio • software architecture • Software Design • Software engineering |
| ISBN-10 | 3-031-23386-7 / 3031233867 |
| ISBN-13 | 978-3-031-23386-9 / 9783031233869 |
| Zustand | Neuware |
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