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Studies in Big Data
Vol. 65: Data Management and Analysis.
Switzerland :
Springer, 2019.
Under the general editorship: M. M. Pour, R. Alhajj, B. Far
In press
Data management and analysis is one of the fastest growing and most challenging areas of research and development in both academia and industry. Numerous types of applications and services have been studied and re-examined in this field resulting in this edited volume which includes chapters on effective approaches for dealing with the inherent complexity within data management and analysis. This edited volume contains practical case studies, and will appeal to students, researchers and professionals working in data management and analysis in the business, education, healthcare, and bioinformatics areas.
Ahmed Munna M. T., , in : Studies in Big Data. Vol. 65: Data Management and Analysis.: Switzerland : Springer, 2019. P. 103-116.
Nowadays, most of the people are suffering from the attack of chronic diseases because of their lifestyle, food habits, and reduction in physical activities. Diabetes is one of the most common chronic diseases being suffered by the people of all ages. As a result, the healthcare sector is generating extensive data containing huge volume, enormous ...
Added: December 29, 2019
Priority areas:
IT and mathematics
Language:
English
Rodriges Zalipynis R. A., Pozdeyev Y., Remote Sensing of Environment 2017
Exposures to particulate matter (PM) cause severe health effects including heart attacks and lung cancer. Big cities require increased attention due to large population and complex spatial patterns of PM pollution. Satellite data are actively used to estimate PM ground concentrations. However, the estimates have too coarse spatial resolution (usually 250 meters and above) to ...
Added: October 5, 2016
V. V. Galatenko, Lebedev A. E., Nechaev I. N. et al., Bulletin of Experimental Biology and Medicine 2014 Vol. 156 No. 5 P. 706-709
The paper presents a formalized statement of the problem of selecting parameters and construction of a genomic classifier for medical test systemswith mathematical methods of machine learning without the use of biological and medical knowledge. A method is proposed to solve this problem. The results of testing the method using microarray datasets containing information on genome-wide transcriptome of the samples of estrogen positive breast ...
Added: October 28, 2015
Korepanova N., Искусственный интеллект и принятие решений 2018 № 1 С. 54-66
In clinical trials comparing experimental and control treatment the effect of treatment often depends on the range of patient’s characteristics (biomarkers) such as clinical, anthropological, genetic, psychological, social characteristics and others. Personalized medicine aims at finding such dependencies to tailor treatment strategies to a patient. This paper presents an overview of the approaches to data ...
Added: November 29, 2017
Switzerland : Springer, 2019
The series “Advances in Intelligent Systems and Computing” contains publications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare, life science are covered. The list of topics spans all the areas of modern intelligent ...
Added: January 9, 2019
EasyChair, 2018
This volume contains proceedings of the first Workshop on Data Analysis in Medicine held in May 2017 at the National Research University Higher School of Economics, Moscow. The volume contains one invited paper by Dr. Svetla Boytcheva, 6 regular contributions and 2 project proposals, carefully selected and reviewed by at least two reviewers from the ...
Added: June 8, 2018
Sydney : [б.и.], 2017
Proceedings of Machine Learning Research. Volume 70: International Conference on Machine Learning, 6-11 August 2017, International Convention Centre, Sydney, Australia ...
Added: February 25, 2018
PMLR, 2021
This volume compiles a selection of papers associated with the fourth edition of the Demonstration and Competition Track at NeurIPS 2020. The track comprised 16 competitions and 20 demonstrations. Competition and demonstration proposals were subject to a strict reviewing process to ensure the quality of the accepted events. After a selective process, the accepted competitions ...
Added: September 6, 2021
Минаева Н. В., Кумпан Н. А., Yasnitsky L. et al., Пермский медицинский журнал 2015 Т. 32 № 4 С. 63-67
Goal. To develop a system for differential diagnosis of rhinitis allergic and infectious etiologies. Materials and methods. Data 217 pediatric patients with infectious and allergic rhinitis were used to construct a diagnostic system based on neural network technology. Results. Created the system of the differential diagnosis, allowing using a minimal number of input parameters with ...
Added: February 23, 2016
Думлер А. А., Черепанов Ф. М., Терапия 2018 № 1(19) С. 109-118
This article is devoted to the methodological issues of the application of artificial intelligence techniques in preventive medicine. We showed a specific example of the neural network application allows not only to diagnose cardiovascular diseases, but also on a quantitative basis to predict their emergence and development in future periods of life. This allows you ...
Added: January 9, 2019
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
Радиотехника, 2011
В книге освещено текущее состояние и направления развития медицинских информационных систем различного уровня в Российской Федерации. В качестве отдельных разделов рассматриваются история создания и развития медицинских информационных систем в России, стратегия и тактика формирования единого информационного пространства здравоохранения и социальной сферы, его отдельных элементов, узлов, уровней и подсистем, их интероперабельности и согласованного взаимодействия. Рассмотрены вопросы ...
Added: April 4, 2013
Rodriges Zalipynis R. A., PROCEEDINGS OF THE VLDB ENDOWMENT 2021 Vol. 14 No. 12 P. 3186-3189
Array DBMSs strive to be the best systems for managing, processing, and even visualizing big N-d arrays. The last decade blossomed with R&D in array DBMS, making it a young and fast-evolving area. We present the first comprehensive tutorial on array DBMS R&D. We start from past impactful results that are still relevant today, then ...
Added: June 4, 2021
[б.и.], 2002
...
Added: October 5, 2015
Kiselyova N. N., Dudarev V., Ryazanov V. V. et al., Inorganic Materials: Applied Research 2021 Vol. 12 No. 2 P. 328-336
New chalcospinels of the most common compositions were predicted: AIBIIICIVX4 (X = S or Se)
and AIIBIIICIIIS4 (A, B, and C are various chemical elements). They are promising for the search for new
materials for magneto-optical memory elements, sensors, and anodes in sodium-ion batteries. The parameter
“a” values of their crystal lattice are estimated. When predicting, only the ...
Added: April 2, 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
Пенза : ПГУ, 2015
В сборник трудов включены доклады юбилейного ХХ-го Международного симпозиума «Надежность и качество», проходившего с 25 по 31 мая 2015 г. в городе Пензе.
Рассмотрены актуальные проблемы теории и практики повышения надежности и качества; эффективности внедрения инновационных и информационных технологий в фундаментальных научных и прикладных исследованиях, образовательных и коммуникативных системах и средах, экономике и юриспруденции; методов и ...
Added: May 31, 2015
Eigel M., Kuznetsov P., Панкова Н. Б. et al., Врач и информационные технологии 2013 № 1 С. 27-31
Предложен программно-аппаратный комплекс, позволяющий на основе анализа регуляторных процессов в сердечно-сосудистой, дыхательной, психомоторной и других системах организма решить задачу индивидуальной оценки механизмов саногенеза. Данный комплекс способен повысить информативность мониторинговых исследований функционального состояния здоровья спортсменов и может быть использован для создания автоматизированного рабочего места спортивного врача и электронного медицинского паспорта спортсмена. ...
Added: March 23, 2013
Association for Computing Machinery (ACM), 2020
This volume contains the proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS 2020). The symposium has originally been planned to be held in Beijing (China), and then moved to Saarbrücken (Germany). Due to the pandemic, the symposium was held online, in co-location with ICALP 2020, in the period July 8-11, ...
Added: September 4, 2020
Springer, 2014
This book constitutes the refereed proceedings of the 10th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2014, held in St. Petersburg, Russia in July 2014. The 40 full papers presented were carefully reviewed and selected from 128 submissions. The topics range from theoretical topics for classification, clustering, association rule and ...
Added: September 30, 2014
Avdoshin S. M., Pesotskaya E. Y., Информационные технологии 2016 Т. 22 № 10 С. 786-791
Today we see the great interest to the field of Software Ecosystems that have been related to products, community of developers around a product and gives the certain advantages to the platform owners and participants of the ecosystem. Mobile healthcare ecosystems – is a new trend, especially in Russia. Nonetheless many big companies see great ...
Added: October 25, 2016
NY : IEEE, 2016
This paper aims to tackle the problem of brain network classification with machine learning algorithms using spectra of networks’ matrices. Two approaches are discussed: first, linear and tree-based models are trained on the vectors of sorted eigenvalues of the adjacency matrix, the Laplacian matrix and the normalized Laplacian; next, SVM classifier is trained with kernels ...
Added: December 9, 2016
Los Alamitos : IEEE, 2015
HISTELCON 2015 was the 4th in its series, after HISTELCON 2008 in Paris, HISTELCON 2010 in Madrid, and HISTELCON 2012 in Pavia). HISTELCON is a pioneering effort by IEEE Region 8 to bring together engineers with historians of engineering to discuss subjects of mutual interest. ...
Added: March 15, 2016
Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 2020
Added: November 23, 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