3 citations · 7 across the 5 of their papers we have counts for
6 papers
GDP-GFCF Dynamics Across Global Economies: A Comparative Study of Panel Regressions and Random Forest
Alina Landowska, Robert A. Kłopotek, Dariusz Filip +1
This study examines the relationship between GDP growth and Gross Fixed Capital Formation (GFCF) across developed economies (G7, EU-15, OECD) and emerging markets (BRICS). We integ…
How To Overcome Richness Axiom Fallacy
Mieczysław A. Kłopotek, Robert A. Kłopotek
The paper points at the grieving problems implied by the richness axiom in the Kleinberg's axiomatic system and suggests resolutions. The richness induces learnability problem in g…
Towards Continuous Consistency Axiom
Mieczyslaw A. Klopotek, Robert A. Klopotek
Development of new algorithms in the area of machine learning, especially clustering, comparative studies of such algorithms as well as testing according to software engineering pr…
Network Capacity Bound for Personalized PageRank in Multimodal Networks
M. A. Kłopotek, S. T. Wierzchoń, R. A. Kłopotek
In a former paper the concept of Bipartite PageRank was introduced and a theorem on the limit of authority flowing between nodes for personalized PageRank has been generalized. In…
Traditional PageRank versus Network Capacity Bound
Mieczysław A. Kłopotek, Sławomir T. Wierzchom, Robert A. Kłopotek +1
In a former paper we simplified the proof of a theorem on personalized random walk that is fundamental to graph nodes clustering and generalized it to bipartite graphs for a specif…
On the Discrepancy Between Kleinberg's Clustering Axioms and -Means Clustering Algorithm Behavior
Robert Kłopotek, Mieczysław Kłopotek
This paper investigates the validity of Kleinberg's axioms for clustering functions with respect to the quite popular clustering algorithm called -means. While Kleinberg's axiom…