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_aThe Recent Advances in Transdisciplinary Data Science _h[electronic resource] : _bFirst Southwest Data Science Conference, SDSC 2022, Waco, TX, USA, March 25–26, 2022, Revised Selected Papers / _cedited by Henry Han, Erich Baker. |
250 | _a1st ed. 2022. | ||
264 | 1 |
_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2022. |
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300 |
_aXII, 227 p. 89 illus., 74 illus. in color. _bonline resource. |
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_aCommunications in Computer and Information Science, _x1865-0937 ; _v1725 |
|
505 | 0 | _aBusiness 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. | |
520 | _aThis book constitutes the refereed proceedings of the First Southwest Data Science Conference, on The Recent Advances in Transdisciplinary Data Science, SDSC 2022, held in Waco, TX, USA, during March 25–26, 2022. 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. | ||
650 | 0 | _aComputer engineering. | |
650 | 0 | _aComputer networks . | |
650 | 0 | _aArtificial intelligence. | |
650 | 0 |
_aComputer science _xMathematics. |
|
650 | 0 |
_aImage processing _xDigital techniques. |
|
650 | 0 | _aComputer vision. | |
650 | 0 | _aApplication software. | |
650 | 1 | 4 | _aComputer Engineering and Networks. |
650 | 2 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aMathematics of Computing. |
650 | 2 | 4 | _aComputer Imaging, Vision, Pattern Recognition and Graphics. |
650 | 2 | 4 | _aComputer Communication Networks. |
650 | 2 | 4 | _aComputer and Information Systems Applications. |
700 | 1 |
_aHan, Henry. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aBaker, Erich. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031233869 |
776 | 0 | 8 |
_iPrinted edition: _z9783031233883 |
830 | 0 |
_aCommunications in Computer and Information Science, _x1865-0937 ; _v1725 |
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856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-23387-6 |
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