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1

Predictive power of fantasy sports data for soccer forecasting

Štrumbelj, Erik, Šikonja, Marko Robnik

Journal:

International Journal of Data Mining Modelling and Management

Year:

2015

Language:

english

File:

PDF, 257 KB

english, 2015

2

Decision-making framework with double-loop learning through interpretable black-box machine learning models

Bohanec, Marko, Robnik-Šikonja, Marko, Kljajić Borštnar, Mirjana, Liu, Shaofeng

Journal:

Industrial Management & Data Systems

Year:

2017

Language:

english

File:

PDF, 467 KB

english, 2017

3

Explaining machine learning models in sales predictions

Bohanec, Marko, Borštnar, Mirjana Kljajić, Robnik-Šikonja, Marko

Journal:

Expert Systems with Applications

Year:

2016

Language:

english

File:

PDF, 7.67 MB

english, 2016

4

Exact analysis of adiabatic invariants in the time-dependent harmonic oscillator

Robnik, Marko, Romanovski, Valery G

Journal:

Journal of Physics A: Mathematical and General Physics

Year:

2006

Language:

english

File:

PDF, 121 KB

english, 2006

5

Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017

Driessens, Kurt, Kocev, Dragi, Robnik-Šikonja, Marko, Spiliopoulou, Myra

Journal:

Machine Learning

Year:

2017

Language:

english

File:

PDF, 287 KB

english, 2017

6

Propositionalization and embeddings: two sides of the same coin

LavraÄ, Nada, Å krlj, BlaÅ¾, Robnik-Å ikonja, Marko

Journal:

Machine Learning

Year:

2020

File:

PDF, 2.01 MB

2020

7

WKB expansion for the angular momentum and the Kepler problem: from the torus quantization to the exact one

Robnik, Marko, Salasnich, Luca

Journal:

Journal of Physics A: Mathematical and General Physics

Year:

1997

Language:

english

File:

PDF, 130 KB

english, 1997

8

Statistical properties of one-dimensional parametrically kicked Hamilton systems

Andresas, Dimitris, Batistić, Benjamin, Robnik, Marko

Journal:

Physical Review E

Year:

2014

Language:

english

File:

PDF, 654 KB

english, 2014

9

Supersymmetric quantum mechanics based on higher excited states

Journal:

Journal of Physics A: Mathematical and General Physics

Year:

1997

Language:

english

File:

PDF, 124 KB

english, 1997

10

Assessment of surveys for the management of hospital clinical pharmacy services

Čufar, Andreja, Mrhar, Aleš, Robnik-Šikonja, Marko

Journal:

Artificial Intelligence in Medicine

Year:

2015

Language:

english

File:

PDF, 1.90 MB

english, 2015

11

Refinement and selection heuristics in subgroup discovery and classification rule learning

Valmarska, Anita, Lavrač, Nada, Fürnkranz, Johannes, Robnik-Šikonja, Marko

Journal:

Expert Systems with Applications

Year:

2017

Language:

english

File:

PDF, 7.75 MB

english, 2017

12

Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017

Driessens, Kurt, Kocev, Dragi, Robnik-Šikonja, Marko, Spiliopoulou, Myra

Journal:

Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 287 KB

english, 2017

13

Modeling ischemia with finite elements and automated machine learning

Robnik-Šikonja, Marko, Radović, Miloš, Đorović, Smiljana, Anđelković-Ćirković, Bojana, Filipović, Nenad

Journal:

Journal of Computational Science

Year:

2018

Language:

english

File:

PDF, 687 KB

english, 2018

14

[AIP LET’S FACE CHAOS THROUGH NONLINEAR DYNAMICS: Proceedings of “Let’s Face Chaos Through Nonlinear Dynamics” 7th International Summer School and Conference - Maribor, Slovenia (India) (29 June–13 July 2008)] AIP Conference Proceedings - Reshaping connectivity patterns by controlling the collective dynamics of bursting neurons

Hauptmann, Christian, Tass, Peter A., Robnik, Marko, Romanovski, Valery

Year:

2008

Language:

english

File:

PDF, 1.72 MB

english, 2008

15

Real-time Twitter data analysis using Hadoop ecosystem

Rodrigues, Anisha P., Chiplunkar, Niranjan N., Robnik-Šikonja, Marko

Journal:

Cogent Engineering

Year:

2018

Language:

english

File:

PDF, 1.35 MB

english, 2018

16

Aspect-based classification of product reviews using Hadoop framework

Rodrigues, Anisha P., Chiplunkar, Niranjan N., Fernandes, Roshan, Robnik-Å ikonja, Marko

Journal:

Cogent Engineering

Year:

2020

File:

PDF, 1.12 MB

2020

17

Influence of evaporation and condensation upon sound reflection

Marko Robnik, Ivan Kuščer, Heinz Lang

Journal:

International Journal of Heat and Mass Transfer

Year:

1979

Language:

english

File:

PDF, 766 KB

english, 1979

18

On adiabatic invariants and continuous large-scale deformations of QM energy spectra

Journal:

Physics Letters A

Year:

1980

Language:

english

File:

PDF, 345 KB

english, 1980

19

The energy level statistics of Hamiltonian systems between integrability and chaos: The semiclassical limit

Journal:

Mathematics and Computers in Simulation

Year:

1996

Language:

english

File:

PDF, 1.25 MB

english, 1996

20

Evaluation of ordinal attributes at value level

Marko Robnik-Šikonja, Koen Vanhoof

Journal:

Data Mining and Knowledge Discovery

Year:

2007

Language:

english

File:

PDF, 365 KB

english, 2007

21

Energy Evolution in Time-Dependent Harmonic Oscillator

Marko Robnik, Valery G. Romanovski

Journal:

Open Systems & Information Dynamics

Year:

2006

Language:

english

File:

PDF, 413 KB

english, 2006

22

Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF

Igor Kononenko, Edvard Šimec, Marko Robnik-Šikonja

Journal:

Applied Intelligence

Year:

1997

Language:

english

File:

PDF, 201 KB

english, 1997

23

Foreword

Journal:

Open Systems & Information Dynamics

Year:

1997

File:

PDF, 46 KB

1997

24

Aspects of Quantum Chaos in Generic Systems

Journal:

Open Systems & Information Dynamics

Year:

1997

File:

PDF, 1.41 MB

1997

25

[AIP LET’S FACE CHAOS THROUGH NONLINEAR DYNAMICS: Proceedings of “Let’s Face Chaos Through Nonlinear Dynamics” 7th International Summer School and Conference - Maribor, Slovenia (India) (29 June–13 July 2008)] AIP Conference Proceedings - Energy evolution and exact analysis of the adiabatic invariants in time-dependent linear oscillator

Robnik, Marko, Romanovski, Valery, Robnik, Marko, Romanovski, Valery

Year:

2008

Language:

english

File:

PDF, 1.66 MB

english, 2008

26

WKB approach applied to 1D time-dependent nonlinear Hamiltonian oscillators

Papamikos, Georgios, Robnik, Marko

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2012

Language:

english

File:

PDF, 322 KB

english, 2012

27

Foreword

Igor Grabec, Marko Robnik, Aneta Stefanovska, Przemyslaw Staszewski, Maja Malus

Journal:

Open Systems & Information Dynamics

Year:

1995

Language:

english

File:

PDF, 100 KB

english, 1995

28

Chaos and revolutions in 20th-century science

Journal:

Open Systems & Information Dynamics

Year:

1995

Language:

english

File:

PDF, 1.21 MB

english, 1995

29

Dynamical properties of a particle in a wave packet: Scaling invariance and boundary crisis

Diego F.M. Oliveira, Marko Robnik, Edson D. Leonel

Journal:

Chaos, Solitons & Fractals

Year:

2011

Language:

english

File:

PDF, 1.13 MB

english, 2011

30

Boundary crisis and transient in a dissipative relativistic standard map

Diego F.M. Oliveira, Edson D. Leonel, Marko Robnik

Journal:

Physics Letters A

Year:

2011

Language:

english

File:

PDF, 685 KB

english, 2011

31

Statistical properties of a dissipative kicked system: Critical exponents and scaling invariance

Diego F.M. Oliveira, Marko Robnik, Edson D. Leonel

Journal:

Physics Letters A

Year:

2012

Language:

english

File:

PDF, 856 KB

english, 2012

32

Comprehensible evaluation of prognostic factors and prediction of wound healing

Marko Robnik-Šikonja, David Cukjati, Igor Kononenko

Journal:

Artificial Intelligence in Medicine

Year:

2003

Language:

english

File:

PDF, 173 KB

english, 2003

33

Shrimp-shape domains in a dissipative kicked rotator

Oliveira, Diego F. M., Robnik, Marko, Leonel, Edson D.

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2011

Language:

english

File:

PDF, 8.47 MB

english, 2011

34

On spectral statistics of classically integrable systems

Robnik, Marko, Veble, Gregor

Journal:

Journal of Physics A: Mathematical and General Physics

Year:

1998

Language:

english

File:

PDF, 539 KB

english, 1998

35

[AIP LET’S FACE CHAOS THROUGH NONLINEAR DYNAMICS: Proceedings of “Let’s Face Chaos Through Nonlinear Dynamics” 7th International Summer School and Conference - Maribor, Slovenia (India) (29 June–13 July 2008)] AIP Conference Proceedings - Rigid body dynamics on the Poisson torus

Richter, Peter H., Robnik, Marko, Romanovski, Valery

Year:

2008

Language:

english

File:

PDF, 1.79 MB

english, 2008

36

[AIP LET’S FACE CHAOS THROUGH NONLINEAR DYNAMICS: Proceedings of “Let’s Face Chaos Through Nonlinear Dynamics” 7th International Summer School and Conference - Maribor, Slovenia (India) (29 June–13 July 2008)] AIP Conference Proceedings - On Moving Discrete Modes in Nonlinear Lattices

Maluckov, Aleksandra, Stepić, Milutin, Gligorić, Goran, Hadžievski, Ljupčo, Malomed, Boris, Robnik, Marko, Romanovski, Valery

Year:

2008

Language:

english

File:

PDF, 1.13 MB

english, 2008

37

Quantum localization of chaotic eigenstates and the level spacing distribution

Batistić, Benjamin, Robnik, Marko

Journal:

Physical Review E

Year:

2013

Language:

english

File:

PDF, 511 KB

english, 2013

38

Energy evolution in the time-dependent harmonic oscillator with arbitrary external forcing

Kuzminav, Andrei V., Robnik, Marko

Journal:

Reports on Mathematical Physics

Year:

2007

Language:

english

File:

PDF, 638 KB

english, 2007

39

Quality of classification explanations with PRBF

Robnik-Šikonja, Marko, Kononenko, Igor, Štrumbelj, Erik

Journal:

Year:

2012

Language:

english

File:

PDF, 376 KB

english, 2012

40

Intermediate statistics in the regime of mixed classical dynamics

Prosen, Tomaz, Robnik, Marko

Journal:

Journal of Physics A: Mathematical and General Physics

Year:

1999

Language:

english

File:

PDF, 384 KB

english, 1999

41

Handling numeric attributes with ant colony based classifier for medical decision making

Pičulin, Matej, Robnik-Šikonja, Marko

Journal:

Expert Systems with Applications

Year:

2014

Language:

english

File:

PDF, 1.62 MB

english, 2014

42

Statistical properties of the energy in time-dependent homogeneous power law potentials

Andresas, Dimitris, Robnik, Marko

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2014

Language:

english

File:

PDF, 289 KB

english, 2014

43

Gravity trapping on a finite thickness domain wall: An analytic study

Cvetič, Mirjam, Robnik, Marko

Journal:

Physical Review D

Year:

2008

Language:

english

File:

PDF, 157 KB

english, 2008

44

Comment on energy level statistics in the mixed regime

Robnik, Marko, Prosen, Tomaz

Journal:

Journal of Physics A: Mathematical and General Physics

Year:

1997

Language:

english

File:

PDF, 154 KB

english, 1997

45

LEARNING RANDOM NUMBERS: A MATLAB ANOMALY

Savicky, Petr, Robnik-Šikonja, Marko

Journal:

Applied Artificial Intelligence

Year:

2008

Language:

english

File:

PDF, 78 KB

english, 2008

46

Survey on the role of accelerator modes for anomalous diffusion: The case of the standard map

Manos, Thanos, Robnik, Marko

Journal:

Physical Review E

Year:

2014

Language:

english

File:

PDF, 3.59 MB

english, 2014

47

Two-dimensional hydrogen atom in a strong magnetic field

Robnik, Marko, Romanovski, Valery G

Journal:

Journal of Physics A: Mathematical and General Physics

Year:

2003

Language:

english

File:

PDF, 318 KB

english, 2003

48

In-flight dissipation as a mechanism to suppress Fermi acceleration

Oliveira, Diego F. M., Robnik, Marko

Journal:

Physical Review E

Year:

2011

Language:

english

File:

PDF, 782 KB

english, 2011

49

Relevance of chaos in numerical solutions of quantum billiards

Li, Baowen, Robnik, Marko, Hu, Bambi

Journal:

Physical Review E

Year:

1998

Language:

english

File:

PDF, 218 KB

english, 1998

50

Dynamical localization in chaotic systems: Spectral statistics and localization measure in the kicked rotator as a paradigm for time-dependent and time-independent systems

Manos, Thanos, Robnik, Marko

Journal:

Physical Review E

Year:

2013

Language:

english

File:

PDF, 3.02 MB

english, 2013