Математические основы машинного обучения и прогнозирования
M. : MCCME, 2013.
Added: November 20, 2017
Proceedings of the Fifth Workshop on Experimental Economics and Machine Learning at the National Research University Higher School of Economics co-located with the Seventh International Conference on Applied Research in Economics (iCare7)
Aachen : CEUR Workshop Proceedings, 2019
Workshop concentrates on an interdisciplinary approach to modelling human behavior incorporating data mining and expert knowledge from behavioral sciences. Data analysis results extracted from clean data of laboratory experiments will be compared with noisy industrial datasets from the web e.g. Insights from behavioral sciences will help data scientists. Behavior scientists will see new inspirations to ...
Added: November 19, 2019
University Rennes 1, 2017
This volume is the supplementary volume of the 14th International Conference on Formal Concept Analysis (ICFCA 2017), held from June 13th to 16th 2017, at IRISA, Rennes. The ICFCA conference series is one of the major venues for researches from the field of Formal Concept Analysis and related areas to present and discuss their recent ...
Added: June 19, 2017
, , , Procedia Computer Science 2014 Vol. 31 P. 928-938
We propose extensions of the classical JSM-method and the Na ̈ıve Bayesian classifier for the case of triadic relational data. We performed a series of experiments on various types of data (both real and synthetic) to estimate quality of classification techniques and compare them with other classification algorithms that generate hypotheses, e.g. ID3 and Random ...
Added: June 9, 2014
М. : Торус Пресс, 2018
The volume contains the abstracts of the 12th International Conference "Intelligent Data Processing: Theory and Applications". The conference is organized by the Russian Academy of Sciences, the Federal Research Center "Informatics and Control" of the Russian Academy of Sciences and the Scientific and Coordination Center "Digital Methods of Data Mining". The conference has being held biennially since 1989. It is one ...
Added: October 9, 2018
, 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
CEUR Workshop Proceedings, 2019
Added: October 31, 2019
М. : Торус Пресс, 2016
This proceedings contains the abstracts of papers accepted to IDP-11 ...
Added: November 12, 2016
ПОВЫШЕНИЕ РЕЗУЛЬТАТИВНОСТИ СИСТЕМЫ ДИСТАНЦИОННОГО ОБРАЗОВАНИЯ С ПОМОЩЬЮ МАШИННОГО ОБУЧЕНИЯ И ТЕХНОЛОГИИ БЛОКЧЕЙН
, , et al., Прикаспийский журнал: управление и высокие технологии 2018 № 2 (42) С. 56-68
The authors of the article conducted a study aimed at studying the problems associated with this form of training and the reasons for their occurrence. The article considers an example of the application of one of the machine learning methods – cluster analysis and describes the blockchain technology adapted for the implementation of the control ...
Added: October 18, 2018
Berlin : Association for Computational Linguistics, 2016
The 2016 Conference on Computational Natural Language Learning is the twentieth in the series of annual meetings organized by SIGNLL, the ACL special interest group on natural language learning. CoNLL 2016 will be held on August 11-12, 2016, and is co-located with the 54th annual meeting of the Association for Computational Linguistics (ACL) in Berlin, ...
Added: November 12, 2016
, , Hershey : IGI Global, 2012
The consideration of symbolic machine learning algorithms as an entire class will make it possible, in the future, to generate algorithms, with the aid of some parameters, depending on the initial users’ requirements and the quality of solving targeted problems in domain applications. Diagnostic Test Approaches to Machine Learning and Commonsense Reasoning Systems surveys, analyzes, and ...
Added: December 3, 2012
Intelligent Data Processing 11th International Conference, IDP 2016, Barcelona, Spain, October 10–14, 2016, Revised Selected Papers
Switzerland : Springer, 2019
This book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Processing, IDP 2016, held in Barcelona, Spain, in October 2016. The 11 revised full papers were carefully reviewed and selected from 52 submissions. The papers of this volume are organized in topical sections on machine learning theory with applications; intelligent data processing in life ...
Added: February 8, 2020
, , et al., Breaking Sticks and Ambiguities with Adaptive Skip-gram / . 2015.
Recently proposed Skip-gram model is a powerful method for learning high-dimensional word representations that capture rich semantic relationships between words. However, Skip-gram as well as most prior work on learning word representations does not take into account word ambiguity and maintain only single representation per word. Although a number of Skip-gram modifications were proposed to ...
Added: November 5, 2015
Сборник трудов 43-й междисциплинарной школы-конференции ИППИ РАН "Информационные технологии и системы 2019"
Added: January 15, 2020
, , et al., Journal of Machinery Manufacture and Reliability 2017 Vol. 46 No. 6 P. 589-595
A procedure for the computer-aided modeling of the side surface of a milled groove is presented. The procedure is based on dissecting the groove surface with parallel planes and building 2D sections in each of these planes. The mathematical model used for the purpose makes it possible to separately account for the shifts and tilts ...
Added: November 29, 2019
CEUR Workshop Proceedings, 2019
This volume contains the papers presented at the session "Data Science" within the V International Conference on Information Technology and Nanotechnology (ITNT-2019). The conference was held in Samara, Russia, during May 21-24, 2019 (itnt-conf.org). The conference is a forum for leading researchers from all over the world aimed to discuss the latest advances in the ...
Added: September 13, 2019
СПб. : СПбЭМИ РАН, 2001
Вниманию читателей предлагается второй сборник работ СПб ЭМИ РАН. Первый опубликован в 2000 году. Этот сборник содержит оригинальные статьи, подготовленные, в основном, по результатам исследований, полученным в 2000-2001 годах. В сборнике статьи сгруппированы в соответствии с основными направлениями исследований института: теоретическая экономика; математическое моделирование в задачах городской и региональной экономики: теория и методы информационных технологий ...
Added: September 27, 2013
Formal Concept Analysis: 16th International Conference, ICFCA 2021, Strasbourg, France, June 29 – July 2, 2021, Proceedings
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
Оптимизация содержания седиментов в процессе гидрокрекинга гудрона с использованием методов машинного обучения
, , et al., Прикладная математика и вопросы управления 2021 № 1 С. 7-22
The paper proposes a mathematical model to optimize the operation of the tar hydrocracking unit. The purpose of modeling is to improve the economic effect of product output by selecting optimal parameters, such as hydrogen flow rate and reactor temperature. Hot Filtered Precipitation (HFT) is used as a target. The model involves the search for the minimum value ...
Added: April 11, 2021
Mathematical Modelling of the Stochastic Nonlinear Thermal Processes in Electronic Systems by the Method of Pseudoinverse Matrix
, Journal of Engineering and Applied Sciences 2019 Vol. 14 No. 23 P. 8786-8796
Thermal processes in electronic systems are stochastic and nonlinear. The stochasticity of thermal processes in electronic systems can be caused by both external stochastic environmental factors and internal stochastic factors of the electronic systems. Methods existing in the literature allow modeling thermal processes caused only by external stochastic factors. At the same time, there are ...
Added: November 6, 2019
AIST: International Conference on Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers
This book constitutes the proceedings of the 8th International Conference on Analysis of Images, Social Networks and Texts, AIST 2019, held in Kazan, Russia, in July 2019. The 24 full papers and 10 short papers were carefully reviewed and selected from 134 submissions (of which 21 papers were rejected without being reviewed). The papers are organized ...
Added: February 9, 2020
The CLA conference is an international forum for researchers, practitioners and students dedicated to the practice of Formal Concept Analysis (FCA) and areas closely related to it, including data analysis and mining, information retrieval, knowledge management, knowledge engineering, logic, algebra and lattice theory. The 15th of CLA, CLA 2020, was going to be held in Tallinn, Estonia ...
Added: October 30, 2020
, , et al., Entropy 2017 Vol. 19(4) No. 178 P. 1-14
A proposal for a new method of classification of objects of various nature, named “2”-soft classification, which allows for referring objects to one of two types with optimal entropy probability for available collection of learning data with consideration of additive errors therein. A decision rule of randomized parameters and probability density function (PDF) is formed, ...
Added: May 26, 2017
Lanham : University Press of America, 2012
The history of logic and analytic philosophy in Central and Eastern Europe is still known to very few people. As an exception to the rule, only two scientific schools became internationally popular: the Vienna Circle and the Lvov-Warsaw School. Nevertheless, the countries included in this region have not only joint history, but also joint cultural ...
Added: February 13, 2013