Markowski Grzegorz, K. Grąbczewski, R. Adamczak, "Oversampling Negative Class Improves Contact Map Prediction" International Journal of Pharma Medicine and Biological Sciences5 (2016), 211-216
2014
K. Grąbczewski, "Meta-Learning in Decision Tree Induction", Springer, Cham, Heidelberg, New York, Dordrecht, London (2014) ISBN: 978-3-319-00959-9, 9
2011
K. Grąbczewski, N. Jankowski, "Saving time and memory in computational intelligence system with machine unification and task spooling" Knowledge-Based Systems24 (2011), 570-588 DOI: http://dx.doi.org/10.1016/j.knosys.2011.01.003
K. Grąbczewski, "Separability of Split Value Criterion with Weighted Separation Gains" Lect. Notes Comput. Sci.6871 (2011), 88-98
K. Grąbczewski, "Unified View of Decision Tree Learning Machines for the Purpose of Meta-learning" in Burduk R, Kurzyński M, Woźniak M, Żołnierek A (editor), Computer Recognition Systems 4, Springer , Berlin / Heidelberg (2011), pp. 147-155 ISBN: 978-3-642-20320-6
N. Jankowski, K. Grąbczewski, "Universal Meta-Learning Architecture and Algorithms" in Jankowski N, Duch W, Grąbczewski K (editor), Meta-Learning in Computational Intelligence, Springer, Berlin / Heidelberg (2011), pp. 1-76 ISBN: 978-3-642-20979-6
K. Grąbczewski, "Validated Decision Trees versus Collective Decisions" Lect. Notes Comput. Sci.6923 (2011), 342-351
2010
N. Jankowski, K. Grąbczewski, "Increasing efficiency of data mining systems by machine unification and double machine cache" Lect. Notes Comput. Sci.6113 (2010), 380-387
K. Grąbczewski, N. Jankowski, "Task Management in Advanced Computational Intelligence System" Lect. Notes Comput. Sci.6113 (2010), 331-338