עקוב אחר
Saso Dzeroski
Saso Dzeroski
Jozef Stefan Institute, Dept. of Knowledge Technologies
כתובת אימייל מאומתת בדומיין ijs.si - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Inductive Logic Programming.‏
N Lavrac, S Dzeroski‏
Ellis Horwood; http://www-ai.ijs.si/SasoDzeroski/ILPBook/ILPbook.pdf, 1994‏
14601994
Is combining classifiers with stacking better than selecting the best one?‏
S Džeroski, B Ženko‏
Machine learning 54 (3), 255-273, 2004‏
12732004
A large-scale evaluation of computational protein function prediction‏
P Radivojac, WT Clark, TR Oron, AM Schnoes, T Wittkop, A Sokolov, ...‏
Nature methods 10 (3), 221-227, 2013‏
11432013
An extensive experimental comparison of methods for multi-label learning‏
G Madjarov, D Kocev, D Gjorgjevikj, S Džeroski‏
Pattern recognition 45 (9), 3084-3104, 2012‏
9722012
Relational data mining‏
S Džeroski‏
Data mining and knowledge discovery handbook, 887-911, 2010‏
9492010
Decision trees for hierarchical multi-label classification‏
C Vens, J Struyf, L Schietgat, S Džeroski, H Blockeel‏
Machine learning 73, 185-214, 2008‏
8772008
Relational reinforcement learning‏
S Dzeroski, L De Raedt, K Driessens‏
CW Reports, 2001‏
4482001
The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens‏
N Zhou, Y Jiang, TR Bergquist, AJ Lee, BZ Kacsoh, AW Crocker, ...‏
Genome biology 20, 1-23, 2019‏
4412019
Learning model trees from evolving data streams‏
E Ikonomovska, J Gama, S Džeroski‏
Data mining and knowledge discovery 23, 128-168, 2011‏
3912011
Multi-relational data mining: an introduction‏
S Džeroski‏
ACM SIGKDD Explorations Newsletter 5 (1), 1-16, 2003‏
3812003
Tree ensembles for predicting structured outputs‏
D Kocev, C Vens, J Struyf, S Džeroski‏
Pattern Recognition 46 (3), 817-833, 2013‏
3152013
Combining classifiers with meta decision trees‏
L Todorovski, S Džeroski‏
Machine learning 50, 223-249, 2003‏
2972003
Ensembles of multi-objective decision trees‏
D Kocev, C Vens, J Struyf, S Džeroski‏
Machine Learning: ECML 2007: 18th European Conference on Machine Learning …, 2007‏
2902007
Learning nonrecursive definitions of relations with LINUS‏
N Lavrač, S Džeroski, M Grobelnik‏
Machine Learning—EWSL-91: European Working Session on Learning Porto …, 1991‏
2871991
Repetitive interpolation: A robust algorithm for DTM generation from Aerial Laser Scanner Data in forested terrain‏
A Kobler, N Pfeifer, P Ogrinc, L Todorovski, K Oštir, S Džeroski‏
Remote sensing of environment 108 (1), 9-23, 2007‏
2842007
Using single-and multi-target regression trees and ensembles to model a compound index of vegetation condition‏
D Kocev, S Džeroski, MD White, GR Newell, P Griffioen‏
Ecological Modelling 220 (8), 1159-1168, 2009‏
2422009
Predicting gene function using hierarchical multi-label decision tree ensembles‏
L Schietgat, C Vens, J Struyf, H Blockeel, D Kocev, S Džeroski‏
BMC bioinformatics 11, 1-14, 2010‏
2412010
First-order jk-clausal theories are PAC-learnable‏
L De Raedt, S Džeroski‏
Artificial Intelligence 70 (1), 375-392, 1994‏
2361994
Relational reinforcement learning‏
S Džeroski, L De Raedt, K Driessens‏
Machine learning 43 (1), 7-52, 2001‏
2252001
Hierarchical annotation of medical images‏
I Dimitrovski, D Kocev, S Loskovska, S Džeroski‏
Pattern Recognition 44 (10-11), 2436-2449, 2011‏
2242011
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20