Data Analytics and Management in Data Intensive Domains

Data Analytics and Management in Data Intensive Domains

23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26-29, 2021, Revised Selected Papers

Stupnikov, Sergey; Kiselyova, Nadezhda; Mendez, Eva; Pozanenko, Alexei; Thalheim, Bernhard

Springer International Publishing AG

07/2022

263

Mole

Inglês

9783031122842

15 a 20 dias

433

Descrição não disponível.
Problem Solving Infrastructures, Experiment Organization, and Machine Learning Applications.- MLDev: Data Science Experiment Automation and Reproducibility Software.- Response to Cybersecurity Threats of Informational Infrastructure Based on Conceptual Models.- Social Network Analysis of the Professional Community Interaction - Movie Industry Case.- Data Analysis in Astronomy.- Cross-Matching of Large Sky Surveys and Study of Astronomical Objects Apparent in Ultraviolet Band Only.- The Diversity of Light Curves of Supernovae Associated with Gamma-Ray Bursts.- Application of Machine Learning Methods for Cross-Matching Astronomical Catalogs.- Pipeline for Detection of Transient Objects in Optical Surveys.- VALD in Astrophysics.- Data Analysis in Material and Earth Sciences.- Machine Learning Application to Predict New Inorganic Compounds - Results and Perspectives.- Interoperability and Architecture Requirements Analysis and Metadata Standardization for a Research Data Infrastructure in Catalysis.- Fast Predictions of Lattice Energies by Continuous Isometry Invariants of Crystal Structures.- Image Recognition for Large Soil Maps Archive Overview: Metadata Extraction and Georeferencing Tool Development.- Information Extraction from Text.- Cross-lingual Plagiarism Detection Method.- Methods for Automatic Argumentation Structure Prediction.- A System for Information Extraction from Scientific Texts in Russian.- Improving Neural Abstractive Summarization with Reliable Sentence Sampling.
artificial intelligence;computer hardware;computer networks;computer systems;computer vision;data mining;databases;image analysis;image processing;information retrieval;knowledge-based system;machine learning;Natural Language Processing (NLP);signal processing;software engineering;telecommunication systems