Deep learning approaches for Big Data analytics: opportunities, issues and research directions
Deep learning is one of the most active research fields in machine learning community. It has gained unprecedented achievements in fields such as computer vision, natural language processing and speech recognition. ?hallenges posed by Big Data analysis.
Подобные документы
?????????????? ??????????? ???????????? ????????? ?? ?????? ???????????? ?????????? ??? ????????????? ????????? ????? ????????? ? ?????????? ?????. Machine Learning: ????????????? ?????? ????????????????? ??????? ??????. ???????????? ????????? ????.
??????, добавлен 27.02.2019?????????? ?????????? ?????? Data Mining. ????????? ???????????? ????? ??? ????????????? ??????? OLAP ? Data Mining. ????????? ????????????? ? ?????????? ??????????. ??????? ? ??????????? ??????? "?????????????? ???????", ???????????? ????????? ???????.
??????????? ??????, добавлен 19.08.2011Information technology - a broad class of disciplines and areas of activity related to technology creation, preservation, management and processing of data, including the use of computer technology. The information technology industry. Search engine.
???????????, добавлен 16.02.2015Password authentication is one of essential services in our life for protecting data. In other words, we may loose a lot of money, sensitive data, if passwords leak out. We have to understand clearly what is important for creating or changing passwords.
??????, добавлен 23.06.2016A practical guide to using encryption technology to ensure confidentiality, security and integrity of your most valuable assets - its data. The analysis of the basic fundamentals of cryptography and its techniques for dealing with electronic security.
?????, добавлен 08.03.2014???????????? ????????? ???????? ??? ????????????? ???????????? ? ?????? ????????? ??????? ?? ?????????? "Machine Learning. ??????????? ??????????? ???????". ?????????????? ??????????? ????????????? ??????? (??????????, ??????????) ????????? ??????.
??????, добавлен 19.02.2019?????? ??????? ????? ?? ????????? ????????????? ??????. ???????????? ?? ???????????? ????? ? ??????? ?????????????? ???????. ?????? ????????? ? Data Mining. ????????????? ?????????? ???? k-means ?? g-means. ??????????? ?? ?????????????? ??????.
???????? ??????, добавлен 06.02.2012??????????? ??????? Big Data, ?????????? ??????????????? ?????????? ? ???????????? ? ???? ???????, ???????????????? ? ??????? ? ?????????. ???????????? ?????????????? ??????????. ?????? ????????????? Big Data ? ?????????? ?????, ???????? ? ???????????.
???????? ??????, добавлен 26.06.2022Android operating system security. Analysis and processing of personal data. Ways to overcome security protection. Analysis of existing systems determines the level of danger. Encryption with a public-key. Structure, components of Android applications.
???????????, добавлен 27.01.2015Universal device for the processing, transmission, exchange and storage of information. Role of computer in modern life. The spread of the Internet and its using in common life. Embodiment of achievements of modern information technologies in real life.
???????????, добавлен 21.06.2015The similarities between cuisines of different countries, by analysing ingredients of the different recipes. The address problems of finding recipes, good ingredient pairings and even inventing new recipes. Neural network classifier and Simrank algorithm.
??????, добавлен 18.09.2018The computer based mechanism which lead to the identification of lines with Romanian chromatic words as the first step in the process of elaboration of a dictionary of poetic meanings of colors. The cooperation of specialists from different fields such.
??????, добавлен 23.02.2016??????????? ??????? ??????? ??????? ????? ? ????? ????????-?????????? ?? ????????? Data Science. ?????? ???????????? ??????? ????????? ???????? ??? ??????????? ????????????? ????????? ???????? ? ????????? ??????????. ?????? ?????????? ????? ??????????.
??????, добавлен 16.06.2021Analysis of data mining systems, development of document management systems. Development of an integrated system for intelligent information analysis. A model for using various statistical data of any format in the source of a digital organization.
??????, добавлен 01.02.2024The concept of image segmentation as one of the topics of computer vision. The features of the process of dividing the image into segments that contain pixels of similar color. The implementation of the algorithm based on Kruskal's algorithm in C++.
??????, добавлен 23.02.2016??????? ?????????? ???????. ????? ??????????? ??????? ????????, ?? ????????????. ????’?????? ????????? ??????? ? ??????? ???????????? ??????, ??????????????? ?????? ?? ????????. ?????? ????????? ???????? (machine learning). ??????????? ????? ????? ????.
???????????, добавлен 15.01.2016??????? ???????? ??? Machine learning, ????????? ?????? ?????????? ????? ???????? ?? ?i?c???i ???????? ?????, ??? ???????? ????????, ??????????? ? ????????????? ????? ???????? ????????? ??????? ? c???? ??????. Google Cloud Vertex AI, ?? ??????????.
??????, добавлен 07.09.2024To fulfill the need for such resources, farms must increase production rate. One of the aspects of farming that needs development is cattle identification. Current technology is applied by using tags, tattoos on cows to distinguish them from one another.
??????, добавлен 14.02.2025?????? ??????????? ???????????? ???????? ?????? ????? ? ??????? ??????????. ???????? ???????? ??????? ???????? ?????? ????? Big Data ? ??????? ??????????, ?? ?????? ? ???????? ???????????? Big Data ? ?????? ??????????. ???? Big Data ? ??????? ????????.
??????, добавлен 16.02.2025The application of artificial intelligence in wind turbines opens up new prospects for optimizing operation, increasing efficiency and improving control. The examples given demonstrate how various machine learning methods, optimization algorithms.
??????, добавлен 24.02.2025?????? ??????????????????? ?????????????? ???????? ? ?????? ?????? ????????????? ?????? ?? ?????????? ???????????????? ????????????????? ????????? ??? ?????????????. ?????? ????????????: ?????????????????? ????? ???????? ? ?????? Data Mining ???????.
??????, добавлен 11.11.2018Using C ++ Builder to create a binary file. The development of a dynamic array structure of the binary data using the individual functions, located in the library user. The general analysis of the data. Create screensaver with information about the task.
???????? ??????, добавлен 13.07.2014Analytical modeling of typical documents about education, for integration in a computerized learning environment KoHaC. Scheme of the analytical modeling training documentation. The components of the analytical apparatus of a computerized training system.
??????, добавлен 14.09.2016Theoretical information on personal computers, the structure of Windows XP as the operating system. Examples of projects in C ++ Builder to calculate complex mathematical formulas and solving problems with the branch. Programming in C ++ Builder.
?????????, добавлен 11.10.2014???????? ? ??????????? ??????? ????????????????? ??????? ??????. ?????????? data mining ??? ?????????? ??? ??????? ??????? ????????????? ?????. ???? ?????????? ??????????????? ? ???????. ??????? ?????????? ?????????? ????????????????? ??????? ??????.
??????, добавлен 26.08.2010