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18th DAMDID/RCDL 2017: Moscow, Russia
- Leonid A. Kalinichenko, Yannis Manolopoulos, Oleg Malkov, Nikolay A. Skvortsov, Sergey A. Stupnikov, Vladimir Sukhomlin:

Data Analytics and Management in Data Intensive Domains - XIX International Conference, DAMDID/RCDL 2017, Moscow, Russia, October 10-13, 2017, Revised Selected Papers. Communications in Computer and Information Science 822, Springer 2018, ISBN 978-3-319-96552-9
Data Analytics
- Yannic Ole Kropp

, Bernhard Thalheim
:
Deep Model Guided Data Analysis. 3-18 - Svetla Boytcheva

, Galia Angelova, Zhivko Angelov, Dimitar Tcharaktchiev
:
Data Mining and Analytics for Exploring Bulgarian Diabetic Register. 19-33
Next Generation Genomic Sequencing: Challenges and Solutions
- Zoltan Szallasi:

An Introduction to the Computational Challenges in Next Generation Sequencing. 37-45 - Stefano Ceri

, Anna Bernasconi
, Arif Canakoglu
, Andrea Gulino, Abdulrahman Kaitoua, Marco Masseroli, Luca Nanni
, Pietro Pinoli
:
Overview of GeCo: A Project for Exploring and Integrating Signals from the Genome. 46-57
Novel Approaches to Analyzing and Classifying of Various Astronomical Entities and Events
- Massimo Brescia

, Stefano Cavuoti
, Valeria Amaro
, Giuseppe Riccio
, Giuseppe Angora, Civita Vellucci, Giuseppe Longo:
Data Deluge in Astrophysics: Photometric Redshifts as a Template Use Case. 61-72 - Alexei V. Myshev, Andrei V. Dunin:

Fractal Paradigm and IT-Technologies for Processing, Analyzing and Classifying Large Flows of Astronomical Data. 73-85 - Giuseppe Angora

, Massimo Brescia
, Stefano Cavuoti
, Giuseppe Riccio
, Maurizio Paolillo
, Thomas H. Puzia
:
Neural Gas Based Classification of Globular Clusters. 86-101 - Nikolay A. Skvortsov, Leonid A. Kalinichenko, Alexey V. Karchevsky, Dana A. Kovaleva

, Oleg Yu. Malkov:
Matching and Verification of Multiple Stellar Systems in the Identification List of Binaries. 102-112 - Sergei V. Vereshchagin

, Ekaterina S. Postnikova:
Aggregation of Knowledge on Star Cluster Structure and Kinematics in Data Intensive Astronomy. 113-127 - Pavel Minaev

, Alexey Pozanenko
:
Search for Short Transient Gamma-Ray Events in SPI Experiment Onboard INTEGRAL: The Algorithm and Results. 128-138
Ontology Population in Data Intensive Domains
- Yury A. Zagorulko

, Olesya Borovikova, Galina Zagorulko
:
Development of Ontologies of Scientific Subject Domains Using Ontology Design Patterns. 141-156 - Marina Riga, Panagiotis Mitzias

, Efstratios Kontopoulos, Ioannis Kompatsiaris:
PROPheT - Ontology Population and Semantic Enrichment from Linked Data Sources. 157-168 - Andrey A. Bart

, Vladislava V. Churuksaeva, Alexander Fazliev, Evgeniy Gordov, Igor Okladnikov, Alexey Privezentsev, Alexander Titov:
Ontological Description of Applied Tasks and Related Meteorological and Climate Data Collections. 169-182
Heterogeneous Data Integration Issues
- Adilbek O. Erkimbaev

, Vladimir Y. Zitserman, Georgii A. Kobzev, Andrey Kosinov:
Integration of Data on Substance Properties Using Big Data Technologies and Domain-Specific Ontologies. 185-197 - Sergey A. Stupnikov

:
Rule-Based Specification and Implementation of Multimodel Data Integration. 198-212 - Arkady Andreev, Dmitry Berezkin

, Ilya Kozlov
:
Approach to Forecasting the Development of Situations Based on Event Detection in Heterogeneous Data Streams. 213-229 - Timofey Rechkalov, Mikhail L. Zymbler

:
Integrating DBMS and Parallel Data Mining Algorithms for Modern Many-Core Processors. 230-245
Data Curation and Data Provenance Support
- Vasily Bunakov, Alexander Atamas, Alexia de Casanove, Pascal Dugénie, René van Horik

, Simon Lambert, Javier Quinteros
, Linda Reijnhoudt:
Data Curation Policies and Data Provenance in EUDAT Collaborative Data Infrastructure. 249-263
Temporal Summaries Generation
- Mikhail Tikhomirov

, Boris V. Dobrov:
News Timeline Generation: Accounting for Structural Aspects and Temporal Nature of News Stream. 267-280

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