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检索条件"主题词=supervised classification algorithm"
7 条 记 录,以下是1-10 订阅
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The Measure of Regular Relations Recognition Applied to the supervised classification Task  5th
The Measure of Regular Relations Recognition Applied to the ...
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5th International Conference on Machine Learning, Optimization, and Data Science (LOD)
作者: Mikheev, Yuriy St Petersburg State Univ St Petersburg Russia
The probability measure of regularities recognition in an information stream is introduced in the paper. The measure allows for the creation of machine-learning models without a supervisor. The experiment described in... 详细信息
来源: 评论
Building climate zoning in China using supervised classification-based machine learning
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BUILDING AND ENVIRONMENT 2020年 第0期171卷 106663-000页
作者: Yang, Liu Lyu, Kailin Li, Honglian Liu, Yan Xian Univ Architecture & Technol State Key Lab Green Bldg Western China Xian 710055 Shaanxi Peoples R China Xian Univ Architecture & Technol Sch Architecture Xian 710055 Shaanxi Peoples R China Xian Univ Architecture & Technol Sch Informat & Control Engn Xian 710055 Shaanxi Peoples R China
The planning, design and construction of buildings are all influenced by climate. Building climate zoning is significant for the formulation of building energy efficiency strategies in various regions. However, there ... 详细信息
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A software framework for classification models of geographical data
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COMPUTERS & GEOSCIENCES 2012年 42卷 47-56页
作者: Liu, Yu Guo, Qinghua Tian, Yuan Peking Univ Inst Remote Sensing & Geog Informat Syst Beijing 100871 Peoples R China Univ Calif Sch Engn Merced CA 95343 USA
With the advances of GIS (Geographical Information System), GPS (Global Positioning System) and remote sensing, spatial data has become increasingly available. A significant amount of such data is related to point loc... 详细信息
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Classifying heart disease datasets using rough sets
Classifying heart disease datasets using rough sets
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International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences (METMBS 05)
作者: Revett, K Khan, A Univ Westminster Harrow Sch Comp Sci London HA1 3TP England
Heart disease remains primary cause of premature mortality in the western world. To date, there are no cures-just heuristics for reducing the risk(s) of contracting the disease through diet and exercise. In this study... 详细信息
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A method based on tree-structured Markov random field for forest area classification
A method based on tree-structured Markov random field for fo...
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IEEE International Geoscience and Remote Sensing Symposium
作者: Cuozzo, G D'Elia, C Puzzolo, V Univ Cassino DAEIMI I-03043 Cassino Italy
The forest cover classification is extremely important for land use planning and management. In this framework, the application of pixel based classifications of middle resolution images is well assessed while the use... 详细信息
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A Novel Framework to Elucidate Core Classes in a Dataset
A Novel Framework to Elucidate Core Classes in a Dataset
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2010 IEEE World Congress on Computational Intelligence
作者: Soria, Daniele Garibaldi, Jonathan M. Univ Nottingham Sch Comp Sci Nottingham NG8 1BB England
In this paper we present an original framework to extract representative groups from a dataset, and we validate it over a novel case study. The framework specifies the application of different clustering algorithms, t... 详细信息
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Prediction of algal bloom using a combination of sparse modeling and a machine learning algorithm: Automatic relevance determination and support vector machine
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ECOLOGICAL INFORMATICS 2023年 78卷
作者: Miura, Yohei Imamoto, Hiroomi Asada, Yasuhiro Sagehashi, Masaki Akiba, Michihiro Nishimura, Osamu Sano, Daisuke Tohoku Univ Grad Sch Engn Dept Civil & Environm Engn Aramaki 6-6-06Aoba Ku Sendai Miyagi 9808579 Japan Japan Water Agcy Shintoshin 11-2 Chuo ku Saitama 3306008 Japan Natl Inst Publ Hlth Minami 2-3-6 Wako Saitama 3510197 Japan Eikei Univ Hiroshima Dept Social Syst Design 1-5 NoborichoNaka Ward Hiroshima Hiroshima 7300016 Japan Tohoku Univ Grad Sch Engn Aramaki 6-6-06Aoba Ku Sendai Miyagi 9808579 Japan
Algae can produce odor substances and toxins that make the smell and taste of water unpleasant and impair the quality of human and aquatic life. Appropriate countermeasures can be implemented in advance in water pu-ri... 详细信息
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