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It exemplifies the use of a text mining approach, in particular, a computer-aided semantic interpretation network analysis, in the context of municipal climate action.
In this paper, based on our results we show that convolutional neural networks can overcome data mining approach in stock sentiment analysis.
Normal rule class, a set of false alert classification rules, can be trained by using sequential pattern mining approach in an attack-free environment.
This work proposes an extension of Bing Liu's aspect-based opinion mining approach in order to apply it to the tourism domain.
This study presents a hybrid mining approach in the design of an effective credit scoring model, based on clustering and neural network techniques.
We demonstrate the utility of our mining approach in human breast cancer by analyzing a paired breast cancer/normal tissue expression dataset against the integrated human gene expression dataset.
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Moreover, the effectiveness of statistical and data mining approaches in finding meaningful correlations in data is largely undiscussed in literature.
Although there exist a number of concern mining approaches in the literature, none of them are devoted to ADM, leading individual groups to create their own ad hoc proprietary solutions.
Extending classical association rule mining approaches in consideration of time in order to obtain temporal information/knowledge is deemed important for decision support, which is nowadays one of the key issues in business intelligence.
The large increase in the number of scientific publications has fuelled a need for semi- and fully automated text mining approaches in order to assist in the triage process, both for individual scientists and also for larger-scale data extraction and curation into public databases.
As our problems become too complex to rely only on one discipline and as we find ourselves at the midst of an information explosion, multi-disciplinary analysis methods and data mining approaches in the petroleum industry become more of a necessity than professional curiosity.
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