Transactions on Large-Scale Data- and Knowledge-Centered Systems LI

1. Front Matter

   Pages i-ix

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2. Threats Modeling and Anomaly Detection in the Behaviour of a System - A Review of Some Approaches

   • Mériem Ghali, Crystalor Sah, Marie Le Guilly, Mohand-Saïd Hacid

   Pages 1-27

3. Incremental Schema Generation for Large and Evolving RDF Sources

   • Redouane Bouhamoum, Zoubida Kedad, Stéphane Lopes

   Pages 28-63

4. Optimizing Data Coverage and Significance in Multiple Hypothesis Testing on User Groups

   • Nassim Bouarour, Idir Benouaret, Sihem Amer-Yahia

   Pages 64-96

5. Efficiently Identifying Disguised Missing Values in Heterogeneous, Text-Rich Data

   • Théo Bouganim, Helena Galhardas, Ioana Manolescu

   Pages 97-118

6. Digital Preservation with Synthetic DNA

   • Eugenio Marinelli, Eddy Ghabach, Yiqing Yan, Thomas Bolbroe, Omer Sella, Thomas Heinis et al.

   Pages 119-135

7. Back Matter

   Pages 137-137

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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 51st issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains five fully revised selected regular papers. Topics covered include data anonyomaly detection, schema generation, optimizing data coverage,  and digital preservation with synthetic DNA.

• artificial intelligence
• big data
• clustering algorithms
• communication channels (information theory)
• communication systems
• computer hardware
• computer networks
• computer security
• computer systems
• data mining
• detection algorithm
• digital storage
• signal processing
• World Wide Web

• IRIT, Paul Sabatier University, Toulouse, France

  Abdelkader Hameurlain

• IFS, Technical University of Vienna, Vienna, Austria

  A Min Tjoa

• University of Montpellier, Montpellier, France

  Esther Pacitti

• University of Rennes 1, Rennes, France

  Zoltan Miklos