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ORCID19th DAMDID/RCDL 2017: Moscow, Russia
- Leonid A. Kalinichenko, Yannis Manolopoulos, Nikolay A. Skvortsov, Vladimir Sukhomlin:
Selected Papers of the XIX International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2017), Moscow, Russia, October 9-13, 2017. CEUR Workshop Proceedings 2022, CEUR-WS.org 2017
Keynote Talk 1
- Stefano Ceri, Arif Canakoglu, Abdulrahman Kaitoua, Marco Masseroli, Pietro Pinoli:
Data-Driven Genomic Computing: Making sense of Signals from the Genome. 1-2
Invited Talk
- Zoltan Szallasi:
Development of Genomic Based Diagnostics in Various Application Domains. 3-4
PhD Workshop
- Manvel Avetisian:
Volumetric Medical Image Segmentation with Deep Convolutional Neural Networks. 5-9 - Mark Andreev:
Новый подход к определению отношения авторов коротких текстов к обсуждаемым темам на примере оценки инфляционных ожиданий (A New Approach to Determining the Attitude of Authors of Short Texts to the Topics Discussed in the Texts on the Example of Estimating the Inflations Expectations). 10-14 - Vsevolod Vikulin:
Автоматическое выделение признаков в задаче классификации сигналов (Automatic Feature Extraction for Signals Classification). 15-20 - Mikhail Islentyev:
Подход к реализации методов разрешения сущностей в среде распределенных вычислений Hadoop/MapReduce (An Approach for Implementation of Methods for Entity Resolution in the Hadoop/MapReduce Distributed Computing Environment). 21-26
Keynote Talk 2
- Giuseppe Longo, Massimo Brescia, Stefano Cavuoti:
The Astronomical Data Deluge: the Template Case of Photometric Redshifts. 27-29
Data Analysis Projects in Astronomy
- Sergei V. Vereshchagin, Ekaterina S. Postnikova:
Накопление новых знаний о внутреннем устройстве рассеянных звездных скоплений на основе интенсивного использования данных (Accumulation of New Knowledge about the Internal Structure of an Open Star Clusters on the Basis of Intensive Use of Data). 30-36 - Pavel Minaev, Alexey Pozanenko:
Короткие транзиентные гамма-события в эксперименте SPI/INTEGRAL: поиск, классификация и интерпретация (Short Gamma-ray Transients in SPI/INTEGRAL: Search, Classification and Interpretation). 37-42 - Nikolay A. Skvortsov, Leonid A. Kalinichenko, Alexey V. Karchevsky, Dana Kovaleva, Oleg Malkov:
Разработка каталога идентификации двойных звёзд ILB (Development of Identification List of Binaries ILB). 43-49
Semantic Web Techniques in DID
- Victor Telnov:
Semantic Educational Web Portal. 50-56 - Alexander Kirillovich:
Проблема транзитивности в системе категорий Википедии (Problem of Transitivity of Wikipedia's Category System). 57-63 - Elena A. Sidorova, Irina Kononenko, Yury A. Zagorulko:
Подход к фильтрации запрещенного контента в веб-пространстве (An Approach to Filtering Prohibited Content on the Web). 64-71
Special-purpose DID infrastructures 1
- Vasily Bunakov, Alexia de Casanove, Pascal Dugenie, René van Horik, Simon Lambert, Javier Quinteros, Linda Reijnhoudt:
Data Curation Policies for EUDAT Collaborative Data Infrastructure. 72-78 - Vasily Bunakov:
Data Policy as Activity Network. 79-86 - Denis M. Ponizovkin:
Модель рекомендательной системы на нечетких множествах как эффективное расширение коллаборативной модели (The Model of Recommender Systems based on Fuzzy Logic as the Extension of the Collaborative Filtering Model). 87-92
Distributed Computing
- Archil Maysuradze, Vladimir Kozlov:
Моделирование задержек передачи информации в вычислительном кластере для мониторинга коммуникационной среды (Modeling Message Passing Delays in a Computer Cluster to Monitor its Network). 93-99 - Alexander P. Afanasiev, Vladimir V. Voloshinov, Alexander V. Sokolov:
Обратные задачи моделирования на основе регуляризации и распределенных вычислений в среде Everest (Inverse Problem in the Modeling on the Basis of Regularization and Distributed Computing in the Everest Environment). 100-108 - Oleg V. Sukhoroslov, Alexander P. Afanasiev:
Development of Data-Intensive Services with Everest. 109-113
Special-purpose DID Infrastructures 2
- Timofey Rechkalov, Mikhail L. Zymbler:
An Approach to Data Mining inside PostgreSQL Based on Parallel Implementation of UDFs. 114-121
System Efficiency Evaluation
- Evgenii D. Viazilov, Nick N. Mikhailov, Denis A. Melnikov:
Методика определения интегрального показателя для оценки функционирования центров ЕСИМО (Methodology for Evaluating the Functioning of Distributed ESIMO Data Providers). 122-128 - Olga Komarevtseva:
Имитационное моделирование данных для определения готовности муниципальных образований к внедрению технологий Smart City (Simulation of Data for Determining the Readiness of Municipalities to Implement Smart City Technologies). 129-135 - Tatiana Dyukina:
Модифицированный коэффициент корреляции (The Modified Correlation Coefficient). 136-141 - Dmitry Devyatkin, Roman Suvorov, Ilya Tikhomirov, Yulia Otmakhova:
Towards Framework for Discovery of Export Growth Points. 142-147
Keynote Talk 3
- Katrin Amunts:
The EU's Human Brain Project (HBP) Flagship - Accelerating Brain Science Discovery and Collaboration. 148-149
Data Analysis Projects in Neuroscience
- Dmitry Kovalev, Sergey Priimenko, Natalya V. Ponomareva:
Search for Gender Difference in Functional Connectivity of Resting State fMRI. 150-156 - Darya Endeeva:
Исследование методов организации виртуального эксперимента для задачи поиска эффективной связности функциональной магнитно-резонансной томографии действия человека (Organizing a Virtual Experiment for the Analysis of Effective Connectivity of Human Task Functional Magnetic Resonance Imaging). 157-164
Specific Data Analysis Techniques
- Mikhail Tikhomirov, Boris V. Dobrov:
Формирование исторической справки по корпусу новостей с учетом структуры динамики развития новостного сюжета (Using News Corpora for Temporal Summary Formation). 165-171 - Alexei V. Myshev, Andrei V. Dunin:
Фрактальные методы в информационных технологиях обработки, анализа и классификации больших потоков астрономических данных (Fractal Methods in Information Technologies for Processing, Analyzing and Classifying Large Flows of Astronomical Data). 172-176 - Sergej Znamenskii, Vladislav Dyachenko:
Альтернативная модель сходства символьных строк (An Alternative Model of the Strings Similarity). 177-183
Ontological Models and Applications 1
- Efstratios Kontopoulos, Panagiotis Mitzias, Marina Riga, Ioannis Kompatsiaris:
A Domain-Agnostic Tool for Scalable Ontology Population and Enrichment from Diverse Linked Data Sources. 184-190 - Dmitriy Malakhov, Vladimir A. Serebryakov:
Модель семантического поиска на базе тезауруса (The Semantic Search Model Based on the Thesaurus). 191-196
Heterogeneous Database Integration
- Sergey A. Stupnikov:
Спецификация и реализация разномодельных правил интеграции данных (Specification and Implementation of Multimodel Data Integration Rules). 197-205 - Manuk G. Manukyan:
On an Approach to Data Integration: Concept, Formal Foundations and Data Model. 206-213
Text Analysis in Humanities 1
- Denis Zuev, Anton A. Marchenko, Airat Khasianov:
Применение инструментов интеллектуального анализа текстов в юриспруденции (Text Mining Tools in Legal Documents). 214-218
Data Analysis Projects in Various DID
- Adilbek O. Erkimbaev, Vladimir Y. Zitserman, Georgii A. Kobzev, Andrey V. Kosinov:
Standardization of Storage and Retrieval of Semi-structured Thermophysical Data in JSON-documents Associated with the Ontology. 219-224 - Victor A. Dudarev, Nadezhda N. Kiselyova:
Высокоуровневая формализация предметной области для консолидации информационных ресурсов в области неорганического материаловедения (High-level Formalization of Problem Domain for Inorganic Materials Science Information Resources Consolidation). 225-229 - Svetla Boytcheva, Galia Angelova, Zhivko Angelov, Dimitar Tcharaktchiev:
Integrating Data Analysis Tools for Better Treatment of Diabetic Patients. 230-237
Text analysis in humanities 2
- Kirill Boyarsky, Eugeny Kanevsky:
О влиянии семантики на точность определения парафраз в русскоязычных текстах (Effect of Semantic Parsing Depth on the Identification of Paraphrases in Russian Texts). 238-245 - Valerie A. Mozharova, Natalia V. Loukachevitch:
Recognizing Names in Islam-Related Russian Twitter. 246-251 - Vladimir B. Barakhnin, Olga Kozhemyakina, Ilya Pastushkov:
Сравнительный анализ методов автоматической классификации поэтических текстов на основе лексических признаков (Comparative Analysis of Methods of Automated Classification of Poetic Texts Based on Lexical Signs). 252-257
Ontological Models and Applications 2
- Yury A. Zagorulko, Olesya Borovikova, Galina Zagorulko:
Применение паттернов онтологического проектирования при разработке онтологий научных предметных областей (Application of Ontology Design Patterns in the Development of the Ontologies of Scientific Subject Domains). 258-265 - Andrey A. Bart, Vladislava V. Churuksaeva, Alexander Z. Fazliev, Alexey I. Privezentsev, Evgeny P. Gordov, Igor G. Okladnikov, Alexander G. Titov:
Ontological Description of Meteorological and Climate Data Collections. 266-272
Organization of Experiments in Data Intensive Research
- Yannic Ole Kropp, Bernhard Thalheim:
Data Mining Design and Systematic Modelling. 273-280 - Evgeny Tarasov, Dmitry Kovalev:
Оценка качества научных гипотез в виртуальных экспериментах в областях с интенсивным использованием данных (Estimation of Scientific Hypotheses Quality in Virtual Experiments in Data Intensive Domains). 281-292 - Dmitry Yu Kovalev, Leonid A. Kalinichenko, Sergey A. Stupnikov:
Organization of Virtual Experiments in Data-Intensive Domains: Hypotheses and Workflow Specification. 293-300
Digital Library Projects
- Mikhail R. Kogalovsky, Sergey I. Parinov:
Семантическое аннотирование информационных ресурсов в научной электронной библиотеке средствами таксономий (Semantic Annotation of Information Resources by Taxonomies in Scientific Digital Library). 301-310 - Victor N. Zakharov, Yury V. Nikitin, Alexander A. Khoroshilov, Alexey A. Khoroshilov:
Принципы создания многоязычной электронной библиотеки для крупного информационного центра (The Principles of Creating a Multilingual Electronic Library for a Large Information Center). 311-316 - Alexander M. Elizarov, Evgeny K. Lipachev, Denis Zuev:
Digital Mathematical Libraries: Overview of Implementations and Content Management Services. 317-325 - Alexander M. Elizarov, Evgeny K. Lipachev:
Lobachevskii DML: Towards a Semantic Digital Mathematical Library of Kazan University. 326-333
Knowledge Representation and Discovery
- Vladimir V. Golenkov, Natalia A. Guliakina, Irina Davydenko, Daniil Shunkevich:
Семантическая модель представления и обработки баз знаний (Semantic Model of Knowledge Bases Representation and Processing). 334-341 - Valeriy M. Chernenkiy, Yuriy E. Gapanyuk, Georgiy I. Revunkov:
Using Metagraph Approach for Complex Domains Description. 342-349 - Yas Abbas Alsultanny:
Data Mining and Visualization: Meteorological Parameters and Gas Concentration Use Case. 350-353
Approaches for Problem Solving in DID
- Mikhail Matveev, Ekaterina Sirota, Mikhail E. Semenov, Aleksey Kopytin:
Верификация процесса конвективной диффузии на основе анализа многомерных временных рядов (Verification of the Convective Diffusion Process Based on the Analysis of Multidimensional Time Series). 354-358 - Mikhail Postnikov, Boris V. Dobrov:
Представление новостных сюжетов с помощью событийных фотографий (News Stories Representation Using Event Photos). 359-366 - Arkady Andreev, Dmitry Berezkin, Ilya Kozlov:
Метод прогнозирования развития ситуаций на основе обнаружения событий в потоке текстовых документов (Method for Forecasting of Situations Development Based on Event Detection in Text Stream). 367-374
Application of Machine Learning
- Nadezhda N. Kiselyova, Andrey V. Stolyarenko, Victor A. Dudarev:
Machine Learning Methods Application to Search for Regularities in Chemical Data. 375-380 - Giuseppe Angora, Massimo Brescia, Giuseppe Riccio, Stefano Cavuoti, Maurizio Paolillo, Thomas H. Puzia:
Astrophysical Data Analytics based on Neural Gas Models, using the Classification of Globular Clusters as Playground. 381-388 - Alexander D'yakonov, Anastasia Golovina:
Выявление аномалий в работе механизмов методами машинного обучения (Anomaly Detection in Mechanisms Using Machine Learning). 389-396 - Alexander Ermakov, Pavel Polyakov:
Статистическая модель для распознавания смыслов в текстах иностранного языка с обучением на примерах из параллельных текстов (Statistical Model for Recognition of Senses in Foreign Language Texts Trained by Examples from Parallel Texts). 397-404
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