Data mining applied to material acquisition budget allocation for libraries: design and development

CH Wu - Expert Systems with Applications, 2003 - Elsevier
Library management frequently faces the need of making the value of the acquired materials
significant as far as the most beneficial use of the allocated acquisition budget is concerned …

An inductive database system based on virtual mining views

H Blockeel, T Calders, É Fromont, B Goethals… - Data Mining and …, 2012 - Springer
Inductive databases integrate database querying with database mining. In this article, we
present an inductive database system that does not rely on a new data mining query …

Contrasting sequence groups by emerging sequences

K Deng, OR Zaïane - … Science: 12th International Conference, DS 2009 …, 2009 - Springer
Group comparison per se is a fundamental task in many scientific endeavours but is also the
basis of any classifier. Contrast sets and emerging patterns contrast between groups of …

Combining inductive and deductive tools for data analysis

S Greco, E Masciari, L Pontieri - AI communications, 2001 - content.iospress.com
In this paper we propose the combined use of different methods to improve the data analysis
process. This is obtained by combining inductive and deductive techniques. We also use …

Description logics for modeling dynamic information

A Artale, E Franconi, F Mandreoli - Logics for emerging applications of …, 2004 - Springer
In the first part of this chapter we will introduce a general temporally enhanced conceptual
data model able to represent time varying data in the spirit of a temporally enhanced entity …

Knowledge discovery applied to material acquisitions for libraries

CH Wu, TZ Lee, SC Kao - Information processing & management, 2004 - Elsevier
Since the quality of a library is not in the number of materials that are available, but in the
number of materials that are actually utilized, this is what a material acquisitions operation …

Discovering representative models in large time series databases

S Rombo, G Terracina - … : 6th International Conference, FQAS 2004, Lyon …, 2004 - Springer
The discovery of frequently occurring patterns in a time series could be important in several
application contexts. As an example, the analysis of frequent patterns in biomedical …

DMajor—Application Programming Interface for Database Mining

T Imieliński, A Virmani, A Abdulghani - Data Mining and Knowledge …, 1999 - Springer
In the process of rule generation from databases, the volume of generated rules often greatly
exceeds the size of the underlying database. Typically only a small fraction of that large …

A MapReduce-based association rule mining using Hadoop cluster—An application of disease analysis

N Bhattacharya, S Mondal, S Khatua - Innovations in Computer Science …, 2019 - Springer
With the expansion and future potential in the field of healthcare industry, it is necessary to
analyze a large amount of noisy data to obtain meaningful knowledge. Data mining …

Integrating decision tree learning into inductive databases

É Fromont, H Blockeel, J Struyf - … 18, 2006 Revised Selected and Invited …, 2007 - Springer
In inductive databases, there is no conceptual difference between data and the models
describing the data: both can be stored and queried using some query language. The …