Theory and Novel Applications of Machine Learning
Even since computers were invented, many researchers have been trying to understand how human beings learn and many interesting paradigms and approaches towards emulating human learning abilities have been proposed. The ability of learning is one of the central features of human intelligence, which...
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| Formaat: | Online |
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| Taal: | Engels |
| Gepubliceerd in: |
IntechOpen
2021
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| Onderwerpen: | |
| Online toegang: | ONIX_20210420_9783902613554_73 |
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| _version_ | 1869518311791788032 |
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| collection | Directory of Open Access Books |
| description | Even since computers were invented, many researchers have been trying to understand how human beings learn and many interesting paradigms and approaches towards emulating human learning abilities have been proposed. The ability of learning is one of the central features of human intelligence, which makes it an important ingredient in both traditional Artificial Intelligence (AI) and emerging Cognitive Science. Machine Learning (ML) draws upon ideas from a diverse set of disciplines, including AI, Probability and Statistics, Computational Complexity, Information Theory, Psychology and Neurobiology, Control Theory and Philosophy. ML involves broad topics including Fuzzy Logic, Neural Networks (NNs), Evolutionary Algorithms (EAs), Probability and Statistics, Decision Trees, etc. Real-world applications of ML are widespread such as Pattern Recognition, Data Mining, Gaming, Bio-science, Telecommunications, Control and Robotics applications. This books reports the latest developments and futuristic trends in ML. |
| format | Online |
| id | doab-20.500.12854ir-64717 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-647172024-04-14T10:28:19Z Theory and Novel Applications of Machine Learning Joo Er, Meng Zhou, Yi Machine learning thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence Even since computers were invented, many researchers have been trying to understand how human beings learn and many interesting paradigms and approaches towards emulating human learning abilities have been proposed. The ability of learning is one of the central features of human intelligence, which makes it an important ingredient in both traditional Artificial Intelligence (AI) and emerging Cognitive Science. Machine Learning (ML) draws upon ideas from a diverse set of disciplines, including AI, Probability and Statistics, Computational Complexity, Information Theory, Psychology and Neurobiology, Control Theory and Philosophy. ML involves broad topics including Fuzzy Logic, Neural Networks (NNs), Evolutionary Algorithms (EAs), Probability and Statistics, Decision Trees, etc. Real-world applications of ML are widespread such as Pattern Recognition, Data Mining, Gaming, Bio-science, Telecommunications, Control and Robotics applications. This books reports the latest developments and futuristic trends in ML. 2021-04-20T14:54:03Z 2021-04-20T14:54:03Z 2009 book ONIX_20210420_9783902613554_73 9783902613554 9789535158424 https://directory.doabooks.org/handle/20.500.12854/64717 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/3761/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/56681 10.5772/56681 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9783902613554 9789535158424 IntechOpen 388 open access |
| spellingShingle | Machine learning thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence Theory and Novel Applications of Machine Learning |
| title | Theory and Novel Applications of Machine Learning |
| title_full | Theory and Novel Applications of Machine Learning |
| title_fullStr | Theory and Novel Applications of Machine Learning |
| title_full_unstemmed | Theory and Novel Applications of Machine Learning |
| title_short | Theory and Novel Applications of Machine Learning |
| title_sort | theory and novel applications of machine learning |
| topic | Machine learning thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| topic_facet | Machine learning thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| url | ONIX_20210420_9783902613554_73 |