@InProceedings{ Dzeroski06:proc,
	title = "Using decision trees to predict forest stand height and canopy cover from LANSAT and LIDAR data",
	booktitle = "Managing environmental knowledge : EnviroInfo 2006 : proceedings of the 20th International Conference on Informatics for Environmental Protection",
	author = "Sa\v{s}o D\v{z}eroski and Andrej Kobler and Valentin Gjorgjioski and Pan\v{c}e Panov",
	publisher = "Aachen: Shaker Verlag",
	pages = "125--133",
	year = "2006"
}

@Article{ Kampichler00:jrnl,
	title = "Application of machine learning techniques to the analysis of soil ecological data bases: relationships between habitat features and Collembolan community characteristics",
	author = "Christian Kampichler and Sa\v{s}o D\v{z}eroski and Ralf Wieland",
	journal = "Soil Biology and Biochemistry",
	pages = "197--209",
	volume = "32",
	number = "2",
	year = "2000"
}

@Article{ Karalic97:jrnl,
	title = "First Order Regression",
	author = "Aram Karali\v{c} and Ivan Bratko",
	journal = "Machine Learning",
	pages = "147--176",
	volume = "26",
	number = "2-3",
	year = "1997",
	issn = "0885-6125"
}

@PhDThesis{ Karalic95:phd,
	title = "First Order Regression",
	author = "Aram Karali\v{c}",
	school = "Faculty of Computer Science, University of Ljubljana",
	address = "Ljubljana, Slovenia",
	year = "1995"
}

@MastersThesis{ Stojanova09:msc,
	title = "Estimating Forest Properties from Remotely Sensed Data by using Machine Learning",
	author = "Daniela Stojanova",
	school = "Jo\v{z}ef Stefan International Postgraduate School",
	address = "Ljubljana, Slovenia",
	year = "2009"
}

@Article{ Barregard06:jrnl,
	title = "Urinary mercury in people living near point sources of mercury emissions",
	author = {Lars Barregard and Milena Horvat and Barbara Mazzolai and Gerd S{\"a}llsten and Darija Gibi\v{c}ar and Vesna Fajon and Sergio di Bona and John Munthe and Ingvar W{\"a}ngberg and Marie Haeger Eugensson},
	journal = "Science of The Total Environment",
	pages = "326--334",
	volume = "368",
	number = "1",
	year = "2006",
	issn = "0048-9697",
	doi = "10.1016/j.scitotenv.2005.08.048"
}

@InProceedings{ Naumoski09:proc,
	title = "Predicting chemical parameters of the water from diatom abudance in lake Prespa and its tributaries",
	booktitle = "Information Technologies in Environmental Engineering",
	author = "Andreja Naumoski and Dragi Kocev and Nata\v{s}a Atanasova and Kosta Mitreski and Svetislav Krti{\'c} and Sa\v{s}o D\v{z}eroski",
	publisher = "Springer",
	pages = "264--277",
	year = "2009",
	doi = "10.1007/978-3-540-88351-7\_20"
}

@InProceedings{ Demsar05:proc,
	title = "Modelling pollen dispersal of genetically modified oilseed rape within the field",
	booktitle = "The Annual Meeting of the Ecological Society of America",
	author = "Damjan Dem\v{s}ar and Marko Debeljak and Sa\v{s}o D\v{z}eroski and Claire Lavigne",
	year = "2005"
}

@InProceedings{ Dzeroski05:proc,
	title = "Analysing the effect of field characteristics on gene flow between oilseed rape varieties and volunteers with regression trees",
	booktitle = "2nd International Conference on Co-existence between GM and non-GM based agricultural supply chains",
	author = "Sa\v{s}o D\v{z}eroski and Nathalie Colbach and Antoine Mess{\'e}an",
	year = "2005"
}

@Article{ Demsar06:jrnl,
	title = "Using multi-objective classification to model communities of soil",
	author = "Damjan Dem\v{s}ar and Sa\v{s}o D\v{z}eroski and Thomas Larsen and Jan Struyf and Jorgen Axelsen and Marianne Bruns-Pedersen and Paul Henning Krogh",
	journal = "Ecological Modelling",
	pages = "131--143",
	volume = "191",
	number = "1",
	year = "2006"
}

@Article{ Debeljak09:jrnl,
	title = "Potential of multi-objective models for risk-based mapping of the resilience characteristics of soils: demonstration at a national level",
	author = "Marko Debeljak and Dragi Kocev and William Towers and Mark Jones and Brian Griffiths and Paul Hallett",
	journal = "Soil Use and Management",
	pages = "66--77",
	volume = "25",
	number = "1",
	year = "2009",
	doi = "10.1111/j.1475-2743.2009.00196.x"
}

@Misc{ Asuncion07:misc,
	title = "{UCI} - Machine Learning Repository",
	author = "Arthur Asuncion and David Newman",
	year = "2007",
	url = "http://www.ics.uci.edu/~mlearn/MLRepository.html",
	howpublished = "http://www.ics.uci.edu/~mlearn/MLRepository.html"
}

@TechReport{ Gjorgjioski08:tech,
	title = "Clustering analysis of vegetation data",
	author = "Valentin Gjorgjioski and Sa\v{s}o D\v{z}eroski and Matt White",
	institution = "Jo\v{z}ef Stefan Institute",
	number = "10065",
	year = "2008"
}

@Article{ Kocev09a:jrnl,
	title = "Using single- and multi-target regression trees and ensembles to model a compound index of vegetation condition",
	author = "Dragi Kocev and Sa\v{s}o D\v{z}eroski and Matt White and Graeme Newell and Peter Griffioen",
	journal = "Ecological Modelling",
	pages = "1159--1168",
	volume = "220",
	number = "8",
	year = "2009"
}

@Article{ Dzeroski00:jrnl,
	title = "Predicting chemical parameters of river water quality from bioindicator data",
	author = "Sa\v{s}o D\v{z}eroski and Damjan Dem\v{s}ar and Jasna Grbovi{\'c}",
	journal = "Applied Intelligence",
	pages = "7--17",
	volume = "13",
	number = "1",
	year = "2000"
}

@InProceedings{ Blockeel99:proc,
	title = "Simultaneous prediction of multiple chemical parameters of river water quality with Tilde",
	booktitle = "Proceedings of the 3rd European Conference on PKDD - LNAI 1704",
	author = "Hendrik Blockeeel and Sa\v{s}o D\v{z}eroski and Jasna Grbovi{\'c}",
	pages = "32--40",
	publisher = "Springer",
	year = "1999"
}

@InProceedings{ Trohidis08:proc,
	title = "Multilabel Classification of Music into Emotions",
	booktitle = "Proc. 9th International Conference on Music Information Retrieval (ISMIR 2008)",
	author = "Konstantinos Trohidis and Grigorios Tsoumakas and George Kalliris and Ioannis Vlahavas",
	pages = "325--330",
	year = "2008"
}

@Article{ Skrjanc01:jrnl,
	title = "Insights offered by data-mining when analyzing media space data",
	author = "Maja Skrjanc and Marko Grobelnik and Darko Zupanic",
	journal = "Informatica (Slovenia)",
	pages = "357--363",
	volume = "25",
	number = "3",
	year = "2001"
}

@Article{ Boutell04:jrnl,
	title = "Learning multi-label scene classification",
	author = "Matthew Boutell and Jiebo Luo and Xipeng Shen and Christopher Brown",
	journal = "Pattern Recognition",
	pages = "1757--1771",
	volume = "37",
	number = "9",
	year = "2004"
}

@InProceedings{ Elisseeff01:proc,
	title = "A Kernel Method for Multi-Labelled Classification",
	booktitle = "In Advances in Neural Information Processing Systems 14",
	author = "Andr{\'e} Elisseeff and Jason Weston",
	publisher = "MIT Press",
	pages = "681--687",
	year = "2001"
}

@Article{ KobalGrum06:jrnl,
	title = "Personality Traits in Miners with Past Occupational Elemental Mercury Exposure",
	author = "Darja Kobal Grum and Alfred B. Kobal and Niko Arneri\v{c} and Milena Horvat and Bernard \v{Z}enko and Sa\v{s}o D\v{z}eroski and Jo\v{s}ko Osredkar",
	journal = "Environmental Health Perspectives",
	pages = "290--296",
	volume = "114",
	number = "2",
	year = "2006"
}

@Article{ Caruana97:jrnl,
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@InProceedings{ Blockeel98:proc,
	author = "Hendrik Blockeel and Luc De Raedt and Jan Ramon",
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@InProceedings{ Suzuki01:proc,
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	publisher = "Springer",
	year = "2001"
}

@PhDThesis{ Zenko07:phd,
	title = "Learning predictive clustering rules",
	author = "Bernard \v{Z}enko",
	school = "Faculty of Computer Science, University of Ljubljana",
	address = "Ljubljana, Slovenia",
	year = "2007"
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	year = "2000",
	publisher = "Springer"
}

@Article{ Breiman96:jrnl,
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@Article{ Vens08:jrnl,
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@InProceedings{ Struyf06:proc,
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	booktitle = "Proc. of the 4th International Workshop on Knowledge Discovery in Inductive Databases KDID - LNCS 3933",
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	title = "Constraint Based Induction of Multi-Objective Regression Trees",
	publisher = "Springer",
	year = "2006"
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@Article{ Bauer99:jrnl,
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@Article{ Wilcoxon45:jrnl,
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@Article{ Sain02:jrnl,
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@Article{ Banfield07:jrnl,
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@InProceedings{ Kocev07a:proc,
	author = "Dragi Kocev and Jan Struyf and Sa\v{s}o D\v{z}eroski",
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	year = "2007"
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@Book{ Kuncheva04:book,
	author = "Ludmila Kuncheva",
	publisher = "Wiley-Interscience",
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	year = "2004"
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@InProceedings{ Dzeroski07:proc,
	author = "Sa\v{s}o D\v{z}eroski and Valentin Gjorgjioski and Ivica Slavkov and Jan Struyf",
	title = "Analysis of time series data with predictive clustering trees",
	booktitle = "Knowledge Discovery in Inductive Databases, 5th International Workshop, KDID 2006, Revised Selected and Invited Papers - LNCS 4747",
	editors = "Sa\v{s}o D\v{z}eroski and Jan Struyf",
	publisher = "Springer",
	pages = "63--80",
	year = "2007"
}

@Article{ Slavkov10:jrnl,
	author = "Ivica Slavkov and Valentin Gjorgjioski and Jan Struyf and Sa\v{s}o D\v{z}eroski",
	title = "Finding explained groups of time-course gene expression profiles with predictive clustering trees",
	pages = "729--740",
	year = "2010",
	journal = "Molecular BioSystems",
	volume = "6",
	number = "4"
}

@Article{ Blockeel02:jrnl,
	author = "Hendik Blockeel and Jan Struyf",
	title = "Efficient algorithms for decision tree cross-validation",
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	year = "2002"
}

@InProceedings{ Dimitrovski08:proc,
	author = "Ivica Dimitrovski and Dragi Kocev and Suzana Loskovska and Sa\v{s}o D\v{z}eroski",
	title = "Hierchical annotation of medical images",
	booktitle = "Proceedings of the 11th International Multiconference - Information Society IS 2008",
	publisher = "IJS, Ljubljana",
	pages = "174--181",
	year = "2008"
}

@Misc{ ADIAC08:www,
	title = "Automatic Diatom Identification And Classification",
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	year = "2008",
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}

@Article{ Barutcuoglu06:jrnl,
	author = "Zafer Barutcuoglu and Robert E. Schapire and Olga G. Troyanskaya",
	journal = "Bioinformatics",
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	volume = "22",
	number = "7",
	pages = "830--836",
	year = "2006"
}

@Article{ Clare06:jrnl,
	author = "Amanda Clare and Andreas Karwath and Helen Ougham and Ross D. King",
	journal = "Bioinformatics",
	number = "9",
	pages = "1130--1136",
	publisher = "Oxford University Press",
	title = "Functional bioinformatics for Arabidopsis thaliana",
	volume = "22",
	year = "2006"
}

@PhDThesis{ Clare03:phd,
	title = "Machine learning and data mining for yeast functional genomics",
	author = "Amanda Clare",
	school = "University of Wales Aberystwyth",
	address = "Aberystwyth, Wales, UK",
	year = "2003"
}

@InProceedings{ Dong00:proc,
	address = "New York, NY, USA",
	author = "Dong K. Park and Yoon S. Jeon and Chee S. Won",
	booktitle = "MULTIMEDIA '00: Proceedings of the 2000 ACM workshops on Multimedia",
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	pages = "51--54",
	publisher = "ACM",
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	year = "2000"
}

@Article{ Bober01:jrnl,
	author = "Miroslaw Bober",
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@Article{ Ahonen06:jrnl,
	author = {Timo Ahonen and Abdenour Hadid and Matti Pietik{\"a}inen},
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@Article{ DemsarJ06:jrnl,
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@Article{ Iman80:jrnl,
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@InProceedings{ Dzeroski07b:proc,
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@Article{ Silla11:jrnl,
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@InProceedings{ Kocev07b:proc,
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@Article{ GO00:jrnl,
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@Article{ Sokolova09:jrnl,
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@InProceedings{ Sokolova06:proc,
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@Article{ Stojanova10:jrnl,
	author = "Daniela Stojanova and Pan\v{c}e Panov and Valentin Gjorgjioski and Andrej Kobler and Sa\v{s}o D\v{z}eroski",
	title = "Estimating vegetation height and canopy cover from remotely sensed data with machine learning",
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	number = "4",
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	year = "2010"
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@Book{ Bakir07:book,
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@Article{ Caponnetto08:jrnl,
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@InProceedings{ Evgeniou04:proc,
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@InCollection{ Read09:proc,
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@Article{ Kriegel07:jrnl,
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