Transactions on Large-Scale Data- and Knowledge-Centered Systems LIII
Springer Berlin (Verlag)
978-3-662-66862-7 (ISBN)
The LNCS journal Transactions on Large-scale Data and Knowledge-centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g. computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability.
This, the 53rd issue of Transactions on Large-scale Data and Knowledge-centered Systems, contains six fully revised selected regular papers. Topics covered include time series management from edge to cloud, segmentation for time series representation, similarity research, semantic similarity in a taxonomy, linked data semantic distance, linguistics-informed natural language processing, graph neural network, protected features, imbalanced data, causal consistency in distributed databases, actor model, and elastic horizontal scalability.
ModelarDB: Integrated Model-Based Management of Time Series from Edge to Cloud.- Variable-Size Segmentation for Time Series Representation.- Semantic Similarity in a Taxonomy by Evaluating the Relatedness of Concept Senses with the Linked Data Semantic Distance.- Constituency-informed and Constituency-constrained Extractive Question Answering with Heterogeneous Graph Transformer.- FAPFID: A Fairness-aware Approach for Protected Features and Imbalanced Data.- D-Thespis: A Distributed Actor-Based Causally Consistent DBMS.
| Erscheinungsdatum | 14.02.2023 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Transactions on Large-Scale Data- and Knowledge-Centered Systems |
| Zusatzinfo | IX, 167 p. 39 illus., 27 illus. in color. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 285 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Artificial Intelligence • Cloud Computing • Communication Systems • Computational Linguistics • Computer Hardware • Computer Networks • Computer systems • computer vision • Databases • Data communication systems • Data Mining • distributed computer systems • Engineering • Fuzzy Sets • Image Processing • Information Retrieval • machine learning • Natural Language Processing (NLP) • Network Protocols • parallel processing systems • Programming Languages • Semantics • Signal Processing • Telecommunication networks • Telecommunication Systems |
| ISBN-10 | 3-662-66862-9 / 3662668629 |
| ISBN-13 | 978-3-662-66862-7 / 9783662668627 |
| Zustand | Neuware |
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