Knowledge Engineering and Data Mining
Knowledge engineering and data mining are fundamental topics in the area of artificial intelligence and knowledge-based systems. This Special Issue covers the entire knowledge engineering pipeline: from data acquisition and data mining to knowledge extraction and exploitation. The reader will find t...
-д хадгалсан:
| Формат: | Online |
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| Хэл сонгох: | англи |
| Хэвлэсэн: |
MDPI - Multidisciplinary Digital Publishing Institute
2023
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| Нөхцлүүд: | |
| Онлайн хандалт: | ONIX_20230405_9783036567884_170 |
| Шошгууд: |
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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| _version_ | 1869529215918931968 |
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| collection | Directory of Open Access Books |
| description | Knowledge engineering and data mining are fundamental topics in the area of artificial intelligence and knowledge-based systems. This Special Issue covers the entire knowledge engineering pipeline: from data acquisition and data mining to knowledge extraction and exploitation. The reader will find topics including data mining methods, multidimensional data analysis, supervised and unsupervised learning methods, methods of knowledge-based management, language ontologies, ontology learning, and others. |
| format | Online |
| id | doab-20.500.12854ir-98891 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-988912024-03-30T12:51:17Z Knowledge Engineering and Data Mining Konys, Agnieszka Nowak-Brzezińska, Agnieszka computing-intensive data dynamic programming loop nest tiling parallel code OpenMP C/C++ credit scoring cash loans machine learning decision model classification feature selection resampling discretization knowledge representation formal ontologies graph databases evaluation feature selection evaluation model psychosocial education recommendation systems rank aggregation differential evolution supervised learning matrix factorization metaheuristic clinical named entity recognition Chinese medical text pre-trained model systematic review multicriteria MCDA MCDM MADM MODM AHP TOPSIS VIKOR PROMETHEE ANP computer-aided design (CAD) educational data mining engineering education online and hybrid learning environments social media analytics soft tissue gamma correction landmark detection X-ray images facial profile prediction artificial neural network support vector machine random forest regression offshore wave wind speed unmanned aerial vehicle UAV smoke show mobile networks artificial intelligence healthcare database design geospatial data software knowledge management reasoning information extraction rule mining knowledge acquisition engineering ontology knowledge base sustainable supplier selection ontology population knowledge acquisition from text knowledge mining drug–drug interaction graph convolutional network self-attention deep learning n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries Knowledge engineering and data mining are fundamental topics in the area of artificial intelligence and knowledge-based systems. This Special Issue covers the entire knowledge engineering pipeline: from data acquisition and data mining to knowledge extraction and exploitation. The reader will find topics including data mining methods, multidimensional data analysis, supervised and unsupervised learning methods, methods of knowledge-based management, language ontologies, ontology learning, and others. 2023-04-05T12:57:30Z 2023-04-05T12:57:30Z 2023 book ONIX_20230405_9783036567884_170 9783036567884 9783036567891 https://directory.doabooks.org/handle/20.500.12854/98891 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/6944 https://mdpi.com/books/pdfview/book/6944 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-6789-1 10.3390/books978-3-0365-6789-1 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036567884 9783036567891 308 Basel open access |
| spellingShingle | computing-intensive data dynamic programming loop nest tiling parallel code OpenMP C/C++ credit scoring cash loans machine learning decision model classification feature selection resampling discretization knowledge representation formal ontologies graph databases evaluation feature selection evaluation model psychosocial education recommendation systems rank aggregation differential evolution supervised learning matrix factorization metaheuristic clinical named entity recognition Chinese medical text pre-trained model systematic review multicriteria MCDA MCDM MADM MODM AHP TOPSIS VIKOR PROMETHEE ANP computer-aided design (CAD) educational data mining engineering education online and hybrid learning environments social media analytics soft tissue gamma correction landmark detection X-ray images facial profile prediction artificial neural network support vector machine random forest regression offshore wave wind speed unmanned aerial vehicle UAV smoke show mobile networks artificial intelligence healthcare database design geospatial data software knowledge management reasoning information extraction rule mining knowledge acquisition engineering ontology knowledge base sustainable supplier selection ontology population knowledge acquisition from text knowledge mining drug–drug interaction graph convolutional network self-attention deep learning n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries Knowledge Engineering and Data Mining |
| title | Knowledge Engineering and Data Mining |
| title_full | Knowledge Engineering and Data Mining |
| title_fullStr | Knowledge Engineering and Data Mining |
| title_full_unstemmed | Knowledge Engineering and Data Mining |
| title_short | Knowledge Engineering and Data Mining |
| title_sort | knowledge engineering and data mining |
| topic | computing-intensive data dynamic programming loop nest tiling parallel code OpenMP C/C++ credit scoring cash loans machine learning decision model classification feature selection resampling discretization knowledge representation formal ontologies graph databases evaluation feature selection evaluation model psychosocial education recommendation systems rank aggregation differential evolution supervised learning matrix factorization metaheuristic clinical named entity recognition Chinese medical text pre-trained model systematic review multicriteria MCDA MCDM MADM MODM AHP TOPSIS VIKOR PROMETHEE ANP computer-aided design (CAD) educational data mining engineering education online and hybrid learning environments social media analytics soft tissue gamma correction landmark detection X-ray images facial profile prediction artificial neural network support vector machine random forest regression offshore wave wind speed unmanned aerial vehicle UAV smoke show mobile networks artificial intelligence healthcare database design geospatial data software knowledge management reasoning information extraction rule mining knowledge acquisition engineering ontology knowledge base sustainable supplier selection ontology population knowledge acquisition from text knowledge mining drug–drug interaction graph convolutional network self-attention deep learning n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries |
| topic_facet | computing-intensive data dynamic programming loop nest tiling parallel code OpenMP C/C++ credit scoring cash loans machine learning decision model classification feature selection resampling discretization knowledge representation formal ontologies graph databases evaluation feature selection evaluation model psychosocial education recommendation systems rank aggregation differential evolution supervised learning matrix factorization metaheuristic clinical named entity recognition Chinese medical text pre-trained model systematic review multicriteria MCDA MCDM MADM MODM AHP TOPSIS VIKOR PROMETHEE ANP computer-aided design (CAD) educational data mining engineering education online and hybrid learning environments social media analytics soft tissue gamma correction landmark detection X-ray images facial profile prediction artificial neural network support vector machine random forest regression offshore wave wind speed unmanned aerial vehicle UAV smoke show mobile networks artificial intelligence healthcare database design geospatial data software knowledge management reasoning information extraction rule mining knowledge acquisition engineering ontology knowledge base sustainable supplier selection ontology population knowledge acquisition from text knowledge mining drug–drug interaction graph convolutional network self-attention deep learning n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries |
| url | ONIX_20230405_9783036567884_170 |