Kersting, Kristian: search on Z-Library

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1

Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data

Czech, Johannes, Willig, Moritz, Beyer, Alena, Kersting, Kristian, FÃ¼rnkranz, Johannes

Journal:

Frontiers in Artificial Intelligence

Year:

2020

File:

PDF, 6.14 MB

2020

2

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and

Hendrik Blockeel, Karsten Borgwardt, Luc De Raedt, Pedro Domingos, Kristian Kersting, Xifeng Yan

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 151 KB

english, 2011

3

Editorial: Statistical Relational Artificial Intelligence

Riguzzi, Fabrizio, Kersting, Kristian, Lippi, Marco, Natarajan, Sriraam

Journal:

Frontiers in Robotics and AI

Year:

2019

Language:

english

File:

PDF, 148 KB

english, 2019

4

Wie Maschinen lernen (Künstliche Intelligenz verständlich erklärt) ||

Kersting, Kristian, Lampert, Christoph, Rothkopf, Constantin

Year:

2019

File:

PDF, 8.88 MB

2019

5

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8189 ||

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 18.08 MB

english, 2013

6

Gradient-based boosting for statistical relational learning: the Markov logic network and missing data cases

Khot, Tushar, Natarajan, Sriraam, Kersting, Kristian, Shavlik, Jude

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 746 KB

english, 2015

7

Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants

Wahabzada, Mirwaes, Mahlein, Anne-Katrin, Bauckhage, Christian, Steiner, Ulrike, Oerke, Erich-Christian, Kersting, Kristian

Journal:

Scientific Reports

Year:

2016

Language:

english

File:

PDF, 1.37 MB

english, 2016

8

Semantic and geometric reasoning for robotic grasping: a probabilistic logic approach

Antanas, Laura, Moreno, Plinio, Neumann, Marion, de Figueiredo, Rui Pimentel, Kersting, Kristian, Santos-Victor, José, De Raedt, Luc

Journal:

Autonomous Robots

Year:

2018

Language:

english

File:

PDF, 3.38 MB

english, 2018

9

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8188 ||

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 15.53 MB

english, 2013

10

Making deep neural networks right for the right scientific reasons by interacting with their explanations

Schramowski, Patrick, Stammer, Wolfgang, Teso, Stefano, Brugger, Anna, Herbert, Franziska, Shao, Xiaoting, Luigs, Hans-Georg, Mahlein, Anne-Katrin, Kersting, Kristian

Journal:

Nature Machine Intelligence

Year:

2020

File:

PDF, 6.45 MB

2020

11

Decision-theoretic planning with generalized first-order decision diagrams

Saket Joshi, Kristian Kersting, Roni Khardon

Journal:

Artificial Intelligence

Year:

2011

Language:

english

File:

PDF, 573 KB

english, 2011

12

Probabilistic logic learning

De Raedt, Luc, Kersting, Kristian

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2003

Language:

english

File:

PDF, 1.89 MB

english, 2003

13

Learning attribute grammars for movement primitive sequencing

Lioutikov, Rudolf, Maeda, Guilherme, Veiga, Filipe, Kersting, Kristian, Peters, Jan

Journal:

Internatinal Journal of Robotics Research

Year:

2019

Language:

english

File:

PDF, 2.12 MB

english, 2019

14

Relational linear programming

Kersting, Kristian, Mladenov, Martin, Tokmakov, Pavel

Journal:

Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 830 KB

english, 2015

15

[IEEE 2015 IEEE 82nd Vehicular Technology Conference (VTC Fall) - Boston, MA, USA (2015.9.6-2015.9.9)] 2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall) - LTE Connectivity and Vehicular Traffic Prediction Based on Machine Learning Approaches

Ide, Christoph, Hadiji, Fabian, Habel, Lars, Molina, Alejandro, Zaksek, Thomas, Schreckenberg, Michael, Kersting, Kristian, Wietfeld, Christian

Year:

2015

File:

PDF, 2.47 MB

2015

16

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8190 || Learning to Detect Patterns of Crime

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 988 KB

english, 2013

17

Collective Attention on the Web

Bauckhage, Christian, Kersting, Kristian

Journal:

Foundations and Trends® in Web Science

Year:

2016

Language:

english

File:

PDF, 5.26 MB

english, 2016

18

[IEEE 2014 IEEE International Conference on Data Mining (ICDM) - Shenzhen, China (2014.12.14-2014.12.17)] 2014 IEEE International Conference on Data Mining - Explicit Versus Implicit Graph Feature Maps: A Computational Phase Transition for Walk Kernels

Kriege, Nils, Neumann, Marion, Kersting, Kristian, Mutzel, Petra

Year:

2014

Language:

english

File:

PDF, 268 KB

english, 2014

19

Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!

Mahlein, Anne-Katrin, Kuska, Matheus Thomas, Thomas, Stefan, Wahabzada, Mirwaes, Behmann, Jan, Rascher, Uwe, Kersting, Kristian

Journal:

Current Opinion in Plant Biology

Year:

2019

Language:

english

File:

PDF, 926 KB

english, 2019

20

[Society for Industrial and Applied Mathematics Proceedings of the 2016 SIAM International Conference on Data Mining - ()] Proceedings of the 2016 SIAM International Conference on Data Mining - Scaling Lifted Probabilistic Inference and Learning Via Graph Databases

Das, Mayukh, Wu, Yuqing, Khot, Tushar, Kersting, Kristian, Natarajan, Sriraam

File:

PDF, 1.04 MB

21

The Moral Choice Machine

Schramowski, Patrick, Turan, Cigdem, Jentzsch, Sophie, Rothkopf, Constantin, Kersting, Kristian

Journal:

Frontiers in Artificial Intelligence

Year:

2020

File:

PDF, 936 KB

2020

22

Maschinelles und Tiefes Lernen: Der Motor für „KI made in Germany“

Kersting, Kristian, Tresp, Volker

Journal:

Year:

2019

Language:

german

File:

PDF, 568 KB

german, 2019

23

From Big Data to Big Artificial Intelligence?

Kersting, Kristian, Meyer, Ulrich

Journal:

KI - Künstliche Intelligenz

Year:

2018

Language:

english

File:

PDF, 704 KB

english, 2018

24

Propagation kernels: efficient graph kernels from propagated information

Neumann, Marion, Garnett, Roman, Bauckhage, Christian, Kersting, Kristian

Journal:

Machine Learning

Year:

2016

Language:

english

File:

PDF, 1.51 MB

english, 2016

25

Descriptive matrix factorization for sustainability Adopting the principle of opposites

Christian Thurau, Kristian Kersting, Mirwaes Wahabzada, Christian Bauckhage

Journal:

Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 1.58 MB

english, 2012

26

[IEEE 2014 22nd International Conference on Pattern Recognition (ICPR) - Stockholm, Sweden (2014.8.24-2014.8.28)] 2014 22nd International Conference on Pattern Recognition - Erosion Band Features for Cell Phone Image Based Plant Disease Classification

Neumann, Marion, Hallau, Lisa, Klatt, Benjamin, Kersting, Kristian, Bauckhage, Christian

Year:

2014

Language:

english

File:

PDF, 701 KB

english, 2014

27

Poisson Dependency Networks: Gradient Boosted Models for Multivariate Count Data

Hadiji, Fabian, Molina, Alejandro, Natarajan, Sriraam, Kersting, Kristian

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 2.18 MB

english, 2015

28

[Studies in Computational Intelligence] Computational Sustainability Volume 645 || A Hybrid Machine Learning and Knowledge Based Approach to Limit Combinatorial Explosion in Biodegradation Prediction

Lässig, Jörg, Kersting, Kristian, Morik, Katharina

Year:

2016

Language:

english

File:

PDF, 625 KB

english, 2016

29

Data Mining and Pattern Recognition in Agriculture

Bauckhage, Christian, Kersting, Kristian

Journal:

KI - Künstliche Intelligenz

Year:

2013

Language:

english

File:

PDF, 965 KB

english, 2013

30

Gradient-based boosting for statistical relational learning: The relational dependency network case

Sriraam Natarajan, Tushar Khot, Kristian Kersting, Bernd Gutmann, Jude Shavlik

Journal:

Machine Learning

Year:

2012

Language:

english

File:

PDF, 1.53 MB

english, 2012

31

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8190 || Reduced-Rank Local Distance Metric Learning

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 583 KB

english, 2013

32

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8188 || Inhomogeneous Parsimonious Markov Models

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 288 KB

english, 2013

33

[IEEE 2019 International Conference on Field-Programmable Technology (ICFPT) - Tianjin, China (2019.12.9-2019.12.13)] 2019 International Conference on Field-Programmable Technology (ICFPT) - Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs

Weber, Lukas, Sommer, Lukas, Oppermann, Julian, Molina, Alejandro, Kersting, Kristian, Koch, Andreas

Year:

2019

Language:

english

File:

PDF, 130 KB

english, 2019

34

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain

Natarajan, Sriraam, Joshi, Saket, Saha, Baidya N., Edwards, Adam, Khot, Tushar, Moody, Elizabeth, Kersting, Kristian, Whitlow, Christopher T., Maldjian, Joseph A.

Year:

2012

Language:

english

File:

PDF, 465 KB

english, 2012

35

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - Multi-task Learning with Task Relations

Xu, Zhao, Kersting, Kristian

Year:

2011

Language:

english

File:

PDF, 359 KB

english, 2011

36

Künstliche Intelligenz für Computerspiele

Bauckhage, Christian, Kersting, Kristian, Thurau, Christian

Journal:

Informatik-Spektrum

Year:

2014

Language:

german

File:

PDF, 420 KB

german, 2014

37

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 8189 || Multi-label Classification with Output Kernels

Blockeel, Hendrik, Kersting, Kristian, Nijssen, Siegfried, Železný, Filip

Year:

2013

Language:

english

File:

PDF, 286 KB

english, 2013

38

Hyperspectral imaging reveals the effect of sugar beet quantitative trait loci on Cercospora leaf spot resistance

Leucker, Marlene, Wahabzada, Mirwaes, Kersting, Kristian, Peter, Madlaina, Beyer, Werner, Steiner, Ulrike, Mahlein, Anne-Katrin, Oerke, Erich-Christian

Journal:

Functional Plant Biology

Year:

2017

Language:

english

File:

PDF, 733 KB

english, 2017

39

Towards Understanding and Arguing with Classifiers: Recent Progress

Shao, Xiaoting, Rienstra, Tjitze, Thimm, Matthias, Kersting, Kristian

Journal:

Datenbank-Spektrum

Year:

2020

File:

PDF, 2.24 MB

2020

40

A Bayesian regression approach to terrain mapping and an application to legged robot locomotion

Christian Plagemann, Sebastian Mischke, Sam Prentice, Kristian Kersting, Nicholas Roy, Wolfram Burgard

Journal:

Journal of Field Robotics

Year:

2009

Language:

english

File:

PDF, 848 KB

english, 2009

41

Automated interpretation of 3D laserscanned point clouds for plant organ segmentation

Wahabzada, Mirwaes, Paulus, Stefan, Kersting, Kristian, Mahlein, Anne-Katrin

Journal:

BMC Bioinformatics

Year:

2015

Language:

english

File:

PDF, 2.06 MB

english, 2015

42

[Studies in Computational Intelligence] Computational Sustainability Volume 645 ||

Lässig, Jörg, Kersting, Kristian, Morik, Katharina

Year:

2016

Language:

english

File:

PDF, 10.60 MB

english, 2016

43

Learning attribute grammars for movement primitive sequencing

Lioutikov, Rudolf, Maeda, Guilherme, Veiga, Filipe, Kersting, Kristian, Peters, Jan

Journal:

Internatinal Journal of Robotics Research

Year:

2019

File:

PDF, 2.12 MB

2019

44

Neural-Symbolic Argumentation Mining: An Argument in Favor of Deep Learning and Reasoning

Galassi, Andrea, Kersting, Kristian, Lippi, Marco, Shao, Xiaoting, Torroni, Paolo

Journal:

Frontiers in Big Data

Year:

2020

File:

PDF, 395 KB

2020

45

Analysis of respiratory pressure–volume curves in intensive care medicine using inductive machine learning

Steven Ganzert, Josef Guttmann, Kristian Kersting, Ralf Kuhlen, Christian Putensen, Michael Sydow, Stefan Kramer

Journal:

Artificial Intelligence in Medicine

Year:

2002

Language:

english

File:

PDF, 194 KB

english, 2002

46

Guest editor’s introduction: special issue of the ECML PKDD 2013 journal track

Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný

Journal:

Machine Learning

Year:

2013

Language:

english

File:

PDF, 183 KB

english, 2013

47

Guest editor’s introduction: special issue of the ECML PKDD 2013 journal track

Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný

Journal:

Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 78 KB

english, 2013

48

[Studies in Computational Intelligence] Computational Sustainability Volume 645 || Feeding the World with Big Data: Uncovering Spectral Characteristics and Dynamics of Stressed Plants

Lässig, Jörg, Kersting, Kristian, Morik, Katharina

Year:

2016

Language:

english

File:

PDF, 1022 KB

english, 2016

49

[ACM Press the international conference - Philadelphia, Pennsylvania, USA (2010.03.29-2010.03.31)] Proceedings of the international conference on Multimedia information retrieval - MIR '10 - Beyond 2D-grids

Quadrianto, Novi, Kersting, Kristian, Tuytelaars, Tinne, Buntine, Wray L.

Year:

2010

Language:

english

File:

PDF, 10.06 MB

english, 2010

50

Exploiting symmetries for scaling loopy belief propagation and relational training

Babak Ahmadi, Kristian Kersting, Martin Mladenov, Sriraam Natarajan

Journal:

Machine Learning

Year:

2013

Language:

english

File:

PDF, 1.78 MB

english, 2013

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