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Titlebook: Advanced Data Mining and Applications; 7th International Co Jie Tang,Irwin King,Jianyong Wang Conference proceedings 2011 Springer-Verlag G

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https://doi.org/10.1007/978-3-030-69661-0aper, we present Ontology Guided Data Linkage (OGDL) framework for self-organizing heterogeneous data sources into homogeneous ontological clusters through multi-faceted classification. Through the evaluation on real-world data, we demonstrate the robustness and accuracy of our system.
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Martin Huber,Manfred Mittermayeroblem by proposing TopSeqRules, an efficient algorithm for mining the top-k sequential rules from sequence databases, where . is the number of sequential rules to be found and is set by the user. Experimental results on real-life datasets show that the algorithm has excellent performance and scalability.
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Front Matterf oxidants in both plant cell culture and whole plants.. This general field of investigation began when treatment of potato tuber slices with pathogenic fungus, ., was observed to stimulate reduction of cytochrome c, suggesting superoxide was generated during the interaction. . The surprising rapidi
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Handling Concept Drift via Ensemble and Class Distribution Estimation Technique,uge demand for ecologically viable and environmentally affable techniques in agriculture, competent of providing adequate sustenance for the increasing human inhabitants and of improving the quality as well as quantity of certain agricultural harvests. A great deal of endeavor focusing on soil biolo
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HUE-Stream: Evolution-Based Clustering Technique for Heterogeneous Data Streams with Uncertainty,w describes new knowledge about the interactions between plants and their associated PGPF in determining improved plant growth and induced systemic resistance (ISR) to invading pathogens. It has been shown that fungi of heterogeneous classes and habitats function as PGPF. The well-known fungal gener
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Hybrid Artificial Immune Algorithm and CMAC Neural Network Classifier for Supporting Business and Mifferent situations that may be faced by coffee growers. For instance, certain procedures are recommended to avoid the introduction of RKNs into coffee fields. On the other hand, a field may be diagnosed as infested by these nematodes before or after the plantation has been established; these situat
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