Quality, object.oriented architecture is the product of careful study, decision making, and
experimentation. At a minimum, the object.oriented architecture process includes farming of
requirements, architecture Mining, and hands.on experience. Ideally, object.oriented
architecture comprises a set of high.quality design decisions that provide benefits
throughout the life cycle of the system.
GUI Ant-Miner is a tool for extracting classification rules from data. It is an updated version of a data Mining algorithm called Ant-Miner (Ant Colony-based Data Miner), which was proposed in 2002 by Parpinelli, Lopes and Freitas.
- XCS for Dynamic Environments
+ Continuous versions of XCS
+ Test problem: real multiplexer
+ Experiments: XCS is explored in dynamic environments with different magnitudes of change to the underlying concepts.
+Reference papers:
H.H. Dam, H.A. Abbass, C.J. Lokan, Evolutionary Online Data Mining – an Investigation in a Dynamic Environment. 2005, accepted for a book chapter in Springer Series on Studies in Computational Intelligence
H.H. Dam, H.A. Abbass, C.J. Lokan, Be Real! XCS with Continuous-Valued Inputs. IWLCS 2005, (International Workshop on Learning Classifier Systems). Washington DC, June 2005.
A program to find frequent molecular substructures and discriminative fragments in a database of molecule descriptions. The algorithm is based on the Eclat algorithm for frequent item set Mining.
BISON-C: A one-dimensional transport and burnup calculation code with consideration of actinides and fission products
Auteur(s) / Author(s)
CETNAR J. (1) GRONEK P. (1)
Affiliation(s) du ou des auteurs / Author(s) Affiliation(s)
(1) University of Mining and Metallurgy, Faculty of Physics and Nuclear Techniques, 30 059 Cracow, POLOGNE
BISON-C: A one-dimensional transport and burnup calculation code with consideration of actinides and fission products
Auteur(s) / Author(s)
CETNAR J. (1) GRONEK P. (1)
Affiliation(s) du ou des auteurs / Author(s) Affiliation(s)
(1) University of Mining and Metallurgy, Faculty of Physics and Nuclear Techniques, 30 059 Cracow, POLOGNE
"poco" (Spanish & Italian for "little") OLAP provides a web-based, crosstab reporting tool for your datawarehouse. While it s not an OLAP server or full fledged data Mining solution, pocOLAP makes your data easy to use and understand ... for free!
A complete business intelligence platform that includes reporting, analysis (OLAP), dashboards, data Mining and data integration (ETL). Use it as a full suite or as individual components that are accessible via web services. Ranked #1 in open source BI.
a Java toolkit for training, testing, and applying Bayesian Network Classifiers. Implemented classifiers have been shown to perform well in a variety of artificial intelligence, machine learning, and data Mining applications.
