reframe-d2k.org
Publications - Reframe
http://reframe-d2k.org/Publications
Publications and technical reports related to the project. J Hernández-Orallo, P. Flach, C. Ferri " A Unified View of Performance Metrics: Translating Threshold Choice into Expected Classification Loss. Journal of Machine Learning Research, 13(Oct):2813 2869, 2012. J Hernández-Orallo, P. Flach, C. Ferri " ROC Curves in Cost Space. Machine Learning Journal, Volume 93, Issue 1, pp 71-91, Springer, 2013. J Hernández-Orallo " ROC Curves for Regression. Data Mining and Knowledge discovery, to appear. C Charna...
segmine.ijs.si
SegMine methodology
http://segmine.ijs.si/publications
Here is a list of publications which are related to the SegMine methodology, its components (the SEGS algorithm, the Biomine system, etc.). and applications. Mozetič, I., Lavrač, N., Podpečan, V., Kralj Novak, P., Motaln, H., Petek, M., Gruden, K., Toivonen, H., Kulovesi, K. Semantic Subgroup Discovery and Cross-Context Linking for Microarray Data Analysis, In Bisociative Knowledge Discovery. MR Berthold, Ed.), Springer (LNAI 7250), pp. 379-389, 2012. [ pdf. 13, 119 (2012). [ pdf. Mozetič, I., Lavrač...
segmine.ijs.si
SegMine methodology
http://segmine.ijs.si/download
Download and install SegMine. SegMine is available under GPL licence (the same as Orange and Orange4WS). It is developed on Linux, and works on Linux, Windows, and Mac (not yet tested on Mac). SegMine is implemented as a collection of widgets for Orange4WS, so it requires a working Orange4WS. Environment. We provide binary installers for Orange4WS, SegMine and ZSI (ZSI is required for Orange4WS). Full Orange installer is also provided. Windows systems (XP, Vista, 7):. Orange installation from source.
orange4ws.ijs.si
SegMine methodology
http://orange4ws.ijs.si/use_cases
Here is an interview about the SegMine methodology with dr. Helena Motaln. From Department of Genetic Toxicology and Cancer Biology. National Institute of Biology. Ljubljana, Slovenia. She shares her opinion on using SegMine in expert data analysis and comments its abilities. We present an example of analysis performed using SegMine. Two datasets were included: the acute lymphoblastic leukemia (ALL) dataset ( Chiaretti et al., 2004. And Schallmoser et al., 2010. Rule discovery using the SEGS algorithm.
orange4ws.ijs.si
SegMine methodology
http://orange4ws.ijs.si/publications
Here is a list of publications which are related to the SegMine methodology, its components (the SEGS algorithm, the Biomine system, etc.). and applications. Mozetič, I., Lavrač, N., Podpečan, V., Kralj Novak, P., Motaln, H., Petek, M., Gruden, K., Toivonen, H., Kulovesi, K. Semantic Subgroup Discovery and Cross-Context Linking for Microarray Data Analysis, In Bisociative Knowledge Discovery. MR Berthold, Ed.), Springer (LNAI 7250), pp. 379-389, 2012. [ pdf. 13, 119 (2012). [ pdf. Mozetič, I., Lavrač...
relational.fit.cvut.cz
Dataset
https://relational.fit.cvut.cz/dataset/UW-CSE
This dataset lists facts about the Department of Computer Science and Engineering at the University of Washington (UW-CSE), such as entities (e.g., Student, Professor) and their relationships (i.e. AdvisedBy, Publication). Fast Relational Learning using Bottom Clause Propositionalization with Artificial Neural Networks. A Link-Based Method for Propositionalization. A Link-Based Method for Propositionalization. A Link-Based Method for Propositionalization. How to download the dataset.
