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Проблемы проведения экспериментов и воспроизводимости исследований в науках о данных
Труды Московского физико-технического института. 2021. Т. 13. № 2. С. 100-108.
Vorontsov K. V., Игловиков В., Стрижов В., Ustyuzhanin A., Хританков А. С.
Kham T., Вестник Томского государственного университета. Философия. Социология. Политология 2022 № 65 С. 37-50
The problems of automation of research activities are considered, primarily from the perspective of the epistemic potential of gaining new scientific knowledge without the participation of a human as a subject of science. The bases of automation are considered from the standpoint of jointly working methodological approaches to cognition: empiricism and logical positivism. The author ...
Added: July 30, 2022
Galatenko V. V., Лебедев А. Е., Нечаев И. Н. et al., Бюллетень экспериментальной биологии и медицины 2013 Т. 156 № 11 С. 654-660
В работе приводится формализованная постановка задачи об отборе параметров и построении классификатора для геномной медицинской тест–системы математическими методами машинного обучения без использования специальных биологических и медицинских знаний. Предлагается метод решения данной задачи и обсуждаются результаты апробации этого метода на мирочиповом наборе данных, содержащем информацию о полногеномном транскриптоме образцов эстрогенположительных опухолей молочной железы. Апробация показала, что ...
Added: October 28, 2015
Berlin : Springer, 2014
This book constitutes the proceedings of the Third International Conference on Analysis of Images, Social Networks and Texts, AIST 2014, held in Yekaterinburg, Russia, in April 2014. The 11 full and 10 short papers were carefully reviewed and selected from 74 submissions. They are presented together with 3 short industrial papers, 4 invited papers and ...
Added: November 13, 2014
Copenhagen, Denmark : CEUR Workshop Proceedings, 2021
The second workshop on Crowd Science is organized in conjunction with the 47th International Conference on Very Large Data Bases (VLDB 2021). This workshop is the second in a series of events that has the goal of helping crowdsourcing “transition” from art to science, and tackles the research challenges that we face to make crowdsourcing ...
Added: December 13, 2021
Polyakov E. V., Мажанов М. С., Качалова М. В. et al., Системный администратор 2017 № 12 С. 80-85
The development of cognitive technologies contributes to the effective introduction of Artificial Intelligence into the everyday life of a person. New interfaces for device-human interaction appear. Understanding the natural language of human is one of the most promising areas of the development of Artificial Intelligence. Voice assistants are a striking example of such systems, they ...
Added: December 10, 2017
Смоленск : Принт-Экспресс, 2023
The first volume contains the plenary reports and reports of the conference participants presented in the following sections:
Section 1 "Knowledge Engineering"
Section 2 "Data Mining"
Section 3 "Intelligent agents, robots, intelligent control, computer vision"
Section 4 "Machine learning, neural network methods" ...
Added: October 30, 2023
Izmailov P., Kropotov D., Journal of machine learning and data analysis 2017 Vol. 3 No. 1 P. 20-35
Background: Gaussian processes (GP) provide an elegant and effective approach to learning in kernel machines. This approach leads to a highly interpretable model and allows using the Bayesian framework for model adaptation and incorporating the prior knowledge about the problem. The GP framework is successfully applied to regression, classification, and dimensionality reduction problems. Unfortunately, the ...
Added: December 6, 2018
Нужный А. С., Глухов А. Ю., Левченко Е. Н. et al., Нефтехимия 2021
Рассматривается задача построения виртуальных анализаторов лабораторных показателей для легких фракций гидрокрекинга нефтяных остатков. В ходе выполнения данной задачи были выделены основные показатели состояния установки, связанные с моделируемыми лабораторными величинами. Задача построения виртуальных анализаторов была сведена к классической задаче «обучения с учителем» путем смещения показателей установки на правильно подобранные временные лаги. Рассматривается подход к оценке значений ...
Added: April 11, 2021
Filipenkov N., Заворотная М. П., Управление финансовыми рисками 2020 Т. 62 № 2 С. 86-90
This article is based on the interview with M.Bukhtin (Head of Risk Modeling Department, the Central Bank of Russia) by M. Zavorotnaya and N. Filipenkov ...
Added: August 16, 2020
Berlin, Heidelberg : Springer, 2012
This book constitutes the refereed proceedings of the 12th Industrial Conference on Data Mining, ICDM 2012, held in Berlin, Germany in July 2012. The 22 revised full papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in topical sections on data mining in medicine and biology; data mining for energy ...
Added: December 3, 2012
Braslavski P. undefined., Markov I., Pardalos P. M. et al., ACM SIGIR Forum 2016 Vol. 49 No. 2 P. 72-79
This paper provides the reader with a report on 9th Russian Summer School in Information Retrieval (RuSSIR 2015). ...
Added: February 27, 2017
Кусакин И. К., Федорец О. В., Romanov A., Научно-техническая информация. Серия 2: Информационные процессы и системы 2022 Т. 12 С. 6-9
This paper discusses modern approaches to natural language processing and appliance of artificial intelligence technologies in the task of classifying scientific texts in Russian. The report contains an analysis of implementations of text vectorization methods, a description of experiments with training various classifier models: from classical machine learning algorithms to neural network transformer architectures. ...
Added: January 31, 2023
IEEE, 2020
Added: October 3, 2020
Springer, 2021
This book constitutes the proceedings of the 16th International Conference on Formal Concept Analysis, ICFCA 2021, held in Strasbourg, France, in June/July 2021.
The 14 full papers and 5 short papers presented in this volume were carefully reviewed and selected from 32 submissions. The book also contains four invited contributions in full paper length.
The research part ...
Added: July 10, 2021
Kuznetsov V. O., Логистика и управление цепями поставок 2018 № 4 (87) С. 27-33
One of the options for a more flexible approach to analyzing the reliability of supply chains is the principal component analysis (PCA). With a large number of variables describing supply chain, it is a difficult task to analyze the structure of variables in two-dimensional space. Within the analysis of the variables dependencies PCA allows to ...
Added: November 29, 2018
Bonch-Osmolovskaya A. A., Вопросы языкознания 2016 № 2 С. 100-120
Статья посвящена обзору работ последних лет, в которых теоретическая исследовательская задача решается с помощью методов или инструментов, используемых в компьютерной лингвистике. В обзоре проводится подробный анализ того, как именно с помощью применения того или иного инструмента или метода можно получить новые знания о природе языка. В частности, выделяются два основных направления, развитие которых в рамках ...
Added: April 14, 2015
Karpychev V., Balatskaya A., Utyashev N. et al., Frontiers in Human Neuroscience 2022 No. 16 Article 984306
High-frequency oscillations (HFO) are a promising biomarker for the identification of epileptogenic tissue. While HFO rates have been shown to predict seizure outcome, it is not yet clear whether their morphological features might improve this prediction. We validated HFO rates against seizure outcome and delineated the distribution of HFO morphological features. We collected stereo-EEG recordings ...
Added: October 1, 2022
Makarov D., Nikolai N. Kalikin, Yury A. Budkov, Industrial & Engineering Chemistry Research 2024 Vol. 63 No. 3 P. 1589-1603
Supercritical carbon dioxide (scCO2) plays an essential role in various technological procedures, making the
solubility of drugs in scCO2 a crucial aspect of the drug formulation process. This study focuses on utilizing theoretical approaches to predict the solubility of drug-like compounds in scCO2 in order to select the optimum parameters for subsequent experimental procedures. Several machine ...
Added: January 16, 2024
М. : Физматлит, 2010
В сбонике представлены полные тексты докладов, принятых на Двенадцатую национальную конференцию по искусственному интеллекту (КИИ-2010). работы посвящены моделированию рассуждений, неклассическим логикам, интеллектуальному анализу данных, машинному обучению, компьютерной лингвистике и семантическому Web'у, когнитивным исследованиям и другим направлениям исследований в области искусственного интеллекта. ...
Added: March 15, 2013
[б.и.], 2019
. ...
Added: January 15, 2020
Sergey Smetanin, Mathematics 2022 Vol. 10 No. 16 Article 2947
Policymakers and researchers worldwide are interested in measuring the subjective well-being (SWB) of populations. In recent years, new approaches to measuring SWB have begun to appear, using digital traces as the main source of information, and show potential to overcome the shortcomings of traditional survey-based methods. In this paper, we propose the formal model for ...
Added: August 15, 2022
Ryzhikov A., Borisyak M., Ustyuzhanin A. et al., PeerJ Computer Science 2021 Vol. 7 Article e757
Anomaly detection is a challenging task that frequently arises in practically all areas of industry and science, from fraud detection and data quality monitoring to finding rare cases of diseases and searching for new physics. Most of the conventional approaches to anomaly detection, such as one-class SVM and Robust Auto-Encoder, are one-class classification methods, i.e., focus ...
Added: November 30, 2021
Chelyabinsk : IEEE, 2018
The 2018 Global Smart Industry Conference is organized in order to exchange experience, promote discussion and presentation of research papers, and summarize results in development of innovative models, methods and technologies for the digital industry in universities, scientific and industrial associations of the Russian Federation as well as in foreign companies, and the experience of ...
Added: November 25, 2019