S. Džeroski: search on Z-Library

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51

Automated discovery of a model for dinoflagellate dynamics

Nataša Atanasova, Sašo Džeroski, Boris Kompare, Ljupčo Todorovski, Gideon Gal

Journal:

Environmental Modelling & Software

Year:

2011

Language:

english

File:

PDF, 922 KB

english, 2011

52

Repetitive interpolation: A robust algorithm for DTM generation from Aerial Laser Scanner Data in forested terrain

Andrej Kobler, Norbert Pfeifer, Peter Ogrinc, Ljupčo Todorovski, Krištof Oštir, Sašo Džeroski

Journal:

Remote Sensing of Environment

Year:

2007

Language:

english

File:

PDF, 2.03 MB

english, 2007

53

Application of decision trees to the analysis of soil radon data for earthquake prediction

B. Zmazek, L. Todorovski, S. Džeroski, J. Vaupotič, I. Kobal

Journal:

Applied Radiation and Isotopes

Year:

2003

Language:

english

File:

PDF, 240 KB

english, 2003

54

Parameter estimation with bio-inspired meta-heuristic optimization: modeling the dynamics of endocytosis

Katerina Tashkova, Peter Korošec, Jurij Šilc, Ljupčo Todorovski, Sašo Džeroski

Journal:

BMC Systems Biology

Year:

2011

Language:

english

File:

PDF, 892 KB

english, 2011

55

Discovering dynamics: From inductive logic programming to machine discovery

Saso Dzeroski, Ljupco Todorovski

Journal:

Journal of Intelligent Information Systems

Year:

1995

Language:

english

File:

PDF, 1.11 MB

english, 1995

56

Special issue on inductive logic programming 97

Nada Lavrač, Sašo Džeroski, Masayuki Numao

Journal:

New Generation Computing

Year:

1999

Language:

english

File:

PDF, 88 KB

english, 1999

57

Inductive logic programming for relational knowledge discovery

Nada Lavrač, Saŝo Džeroski, Masayuki Numao

Journal:

New Generation Computing

Year:

1999

Language:

english

File:

PDF, 1.21 MB

english, 1999

58

Estimating the risk of fire outbreaks in the natural environment

Daniela Stojanova, Andrej Kobler, Peter Ogrinc, Bernard Ženko, Sašo Džeroski

Journal:

Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 864 KB

english, 2012

59

Equation discovery for systems biology: finding the structure and dynamics of biological networks from time course data

Sašo Džeroski, Ljupčo Todorovski

Journal:

Current Opinion in Biotechnology

Year:

2008

Language:

english

File:

PDF, 780 KB

english, 2008

60

Trait-based risk assessment for invasive species: high performance across diverse taxonomic groups, geographic ranges and machine learning/statistical tools

Reuben P. Keller, Dragi Kocev, Sašo Džeroski

Journal:

Diversity and Distributions

Year:

2011

Language:

english

File:

PDF, 226 KB

english, 2011

61

Predicting Chemical Parameters of River Water Quality from Bioindicator Data

Sašo Džeroski, Damjan Demšar, Jasna Grbović

Journal:

Applied Intelligence

Year:

2000

Language:

english

File:

PDF, 57 KB

english, 2000

62

Editorial

Sašo Džeroski

Journal:

Data Mining and Knowledge Discovery

Year:

1999

Language:

english

File:

PDF, 20 KB

english, 1999

63

Network regression with predictive clustering trees

Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Sašo Džeroski

Journal:

Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 423 KB

english, 2012

64

Habitat mapping using machine learning-extended kernel-based reclassification of an Ikonos satellite image

Andrej Kobler, Sašo Džeroski, Iphigenia Keramitsoglou

Journal:

Ecological Modelling

Year:

2006

Language:

english

File:

PDF, 1.43 MB

english, 2006

65

Using multi-objective classification to model communities of soil microarthropods

Damjan Demšar, Sašo Džeroski, Thomas Larsen, Jan Struyf, Jørgen Axelsen, Marianne Bruus Pedersen, Paul Henning Krogh

Journal:

Ecological Modelling

Year:

2006

Language:

english

File:

PDF, 302 KB

english, 2006

66

Application of machine learning methods to palaeoecological data

Marjeta Jeraj, Sašo Džeroski, Ljupčo Todorovski, Marko Debeljak

Journal:

Ecological Modelling

Year:

2006

Language:

english

File:

PDF, 236 KB

english, 2006

67

The Fourth International Workshop on Environmental Applications of Machine Learning, 27 September–1 October 2004, Bled, Slovenia

Sašo Džeroski, Bernard Ženko, Marko Debeljak

Journal:

Ecological Modelling

Year:

2006

Language:

english

File:

PDF, 62 KB

english, 2006

68

Constructing a library of domain knowledge for automated modelling of aquatic ecosystems

Nataša Atanasova, Ljupčo Todorovski, Sašo Džeroski, Boris Kompare

Journal:

Ecological Modelling

Year:

2006

Language:

english

File:

PDF, 1.54 MB

english, 2006

69

Automatic construction of concept hierarchies: The case of foliage-dwelling spiders

Martin Žnidaršič, Aleks Jakulin, Sašo Džeroski, Christian Kampichler

Journal:

Ecological Modelling

Year:

2006

Language:

english

File:

PDF, 587 KB

english, 2006

70

Spruce bark beetles (Ips typographus, Pityogenes chalcographus, Col.: Scolytidae) in the Dinaric mountain forests of Slovenia: Monitoring and modeling

Maja Jurc, Marko Perko, Sašo Džeroski, Damjan Demšar, Boris Hrašovec

Journal:

Ecological Modelling

Year:

2006

Language:

english

File:

PDF, 259 KB

english, 2006

71

The Fourth European Conference on Ecological Modelling, September 27–October 1, 2004, Bled, Slovenia

Sašo Džeroski, Marko Debeljak, Bernard Ženko

Journal:

Ecological Modelling

Year:

2006

Language:

english

File:

PDF, 83 KB

english, 2006

72

Automated modelling of a food web in lake Bled using measured data and a library of domain knowledge

Nataša Atanasova, Ljupčo Todorovski, Sašo Džeroski, Špela Rekar Remec, Friedrich Recknagel, Boris Kompare

Journal:

Ecological Modelling

Year:

2006

Language:

english

File:

PDF, 635 KB

english, 2006

73

Application of automated model discovery from data and expert knowledge to a real-world domain: Lake Glumsø

Nataša Atanasova, Ljupčo Todorovski, Sašo Džeroski, Boris Kompare

Journal:

Ecological Modelling

Year:

2008

Language:

english

File:

PDF, 619 KB

english, 2008

74

Relations between the oilseed rape volunteer seedbank, and soil factors, weed functional groups and geographical location in the UK

Marko Debeljak, Geoff R. Squire, Damjan Demšar, Mark W. Young, Sašo Džeroski

Journal:

Ecological Modelling

Year:

2008

Language:

english

File:

PDF, 438 KB

english, 2008

75

Characterizing the presence of oilseed rape feral populations on field margins using machine learning

Sandrine Pivard, Damjan Demšar, Jane Lecomte, Marko Debeljak, Sašo Džeroski

Journal:

Ecological Modelling

Year:

2008

Language:

english

File:

PDF, 604 KB

english, 2008

76

A qualitative multi-attribute model for economic and ecological assessment of genetically modified crops

Marko Bohanec, Antoine Messéan, Sara Scatasta, Frédérique Angevin, Bryan Griffiths, Paul Henning Krogh, Martin Žnidaršič, Sašo Džeroski

Journal:

Ecological Modelling

Year:

2008

Language:

english

File:

PDF, 1.30 MB

english, 2008

77

The feasibility of co-existence between conventional and genetically modified crops: Using machine learning to analyse the output of simulation models

Aneta Ivanovska, Celine Vens, Nathalie Colbach, Marko Debeljak, Sašo Džeroski

Journal:

Ecological Modelling

Year:

2008

Language:

english

File:

PDF, 618 KB

english, 2008

78

Modelling the outcrossing between genetically modified and conventional maize with equation discovery

Aneta Ivanovska, Ljupčo Todorovski, Marko Debeljak, Sašo Džeroski

Journal:

Ecological Modelling

Year:

2009

Language:

english

File:

PDF, 585 KB

english, 2009

79

Using single- and multi-target regression trees and ensembles to model a compound index of vegetation condition

Dragi Kocev, Sašo Džeroski, Matt D. White, Graeme R. Newell, Peter Griffioen

Journal:

Ecological Modelling

Year:

2009

Language:

english

File:

PDF, 1.43 MB

english, 2009

80

Learning habitat models for the diatom community in Lake Prespa

Dragi Kocev, Andreja Naumoski, Kosta Mitreski, Svetislav Krstić, Sašo Džeroski

Journal:

Ecological Modelling

Year:

2010

Language:

english

File:

PDF, 996 KB

english, 2010

81

Using classification trees to analyze the impact of exotic species on the ecological assessment of polder lakes in Flanders, Belgium

Gert Everaert, Pieter Boets, Koen Lock, Sašo Džeroski, Peter L.M. Goethals

Journal:

Ecological Modelling

Year:

2011

Language:

english

File:

PDF, 1.20 MB

english, 2011

82

Parameter estimation in a nonlinear dynamic model of an aquatic ecosystem with meta-heuristic optimization

Katerina Tashkova, Jurij Šilc, Nataša Atanasova, Sašo Džeroski

Journal:

Ecological Modelling

Year:

2012

Language:

english

File:

PDF, 1.86 MB

english, 2012

83

Two stage architecture for multi-label learning

Gjorgji Madjarov, Dejan Gjorgjevikj, Sašo Džeroski

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 788 KB

english, 2012

84

An extensive experimental comparison of methods for multi-label learning

Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, Sašo Džeroski

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 569 KB

english, 2012

85

Using regression trees to identify the habitat preference of the sea cucumber (Holothuria leucospilota) on Rarotonga, Cook Islands

Sašo Džeroski, Darrin Drumm

Journal:

Ecological Modelling

Year:

2003

Language:

english

File:

PDF, 143 KB

english, 2003

86

Modeling the brown bear population in Slovenia: A tool in the conservation management of a threatened species

Klemen Jerina, Marko Debeljak, Sašo Džeroski, Andrej Kobler, Miha Adamič

Journal:

Ecological Modelling

Year:

2003

Language:

english

File:

PDF, 355 KB

english, 2003

87

Learning population dynamics models from data and domain knowledge

Sašo Džeroski, Ljupčo Todorovski

Journal:

Ecological Modelling

Year:

2003

Language:

english

File:

PDF, 116 KB

english, 2003

88

Using equation discovery to revise an Earth ecosystem model of the carbon net production

Ljupčo Todorovski, Sašo Džeroski, Pat Langley, Christopher Potter

Journal:

Ecological Modelling

Year:

2003

Language:

english

File:

PDF, 180 KB

english, 2003

89

Acquiring background knowledge for machine learning using function decomposition: a case study in rheumatology

Blaž Zupan, Sašo Džeroski

Journal:

Artificial Intelligence in Medicine

Year:

1998

Language:

english

File:

PDF, 132 KB

english, 1998

90

Predicting gene function using hierarchical multi-label decision tree ensembles

Leander Schietgat, Celine Vens, Jan Struyf, Hendrik Blockeel, Dragi Kocev, Sašo Džeroski

Journal:

BMC Bioinformatics

Year:

2010

Language:

english

File:

PDF, 2.19 MB

english, 2010

91

Radon in soil gas: How to identify anomalies caused by earthquakes

B. Zmazek, M. Živčić, L. Todorovski, S. Džeroski, J. Vaupotič, I. Kobal

Journal:

Applied Geochemistry

Year:

2005

Language:

english

File:

PDF, 689 KB

english, 2005

92

Hierarchical classification of environmental factors and agricultural practices affecting soil fauna under cropping systems using Bt maize

Marko Debeljak, Jérôme Cortet, Damjan Demšar, Paul H. Krogh, Saso Džeroski

Journal:

Year:

2007

Language:

english

File:

PDF, 196 KB

english, 2007

93

Application of machine learning techniques to the analysis of soil ecological data bases: relationships between habitat features and Collembolan community characteristics

Christian Kampichler, Sašo Džeroski, Ralf Wieland

Journal:

Soil Biology and Biochemistry

Year:

2000

Language:

english

File:

PDF, 385 KB

english, 2000

94

A reappraisal of saprobic values and indicator weights based on slovenian river quality data

William J. Walley, Jasna Grbović, Sašo Džeroski

Journal:

Year:

2001

Language:

english

File:

PDF, 126 KB

english, 2001

95

Habitat suitability modelling for red deer (Cervus elaphus L.) in South-central Slovenia with classification trees

Marko Debeljak, Sašo Džeroski, Klemen Jerina, Andrej Kobler, Miha Adamič

Journal:

Ecological Modelling

Year:

2001

Language:

english

File:

PDF, 120 KB

english, 2001

96

Using machine learning techniques in the construction of models. II. Data analysis with rule induction

Sašo Džeroski, Jasna Grbović, William J. Walley, Boris Kompare

Journal:

Ecological Modelling

Year:

1997

Language:

english

File:

PDF, 1.43 MB

english, 1997

97

Modelling and prediction of phytoplankton growth with equation discovery

Ljupčo Todorovski, Sašo Džeroski, Boris Kompare

Journal:

Ecological Modelling

Year:

1998

Language:

english

File:

PDF, 177 KB

english, 1998

98

Interactions among the red deer (Cervus elaphus, L.) population, meteorological parameters and new growth of the natural regenerated forest in Snežnik, Slovenia

Marko Debeljak, Sašo Džeroski, Miha Adamič

Journal:

Ecological Modelling

Year:

1999

Language:

english

File:

PDF, 139 KB

english, 1999

99

Hierarchical classification of diatom images using ensembles of predictive clustering trees

Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Sašo Džeroski

Journal:

Ecological Informatics

Year:

2012

Language:

english

File:

PDF, 872 KB

english, 2012

100

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1634 || Combining Divide-and-Conquer and Separate-and-Conquer for Efficient and Effective Rule Induction

Džeroski, Sašo, Flach, Peter

Year:

1999

Language:

english

File:

PDF, 671 KB

english, 1999

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