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1

A Review of Relational Machine Learning for Knowledge Graphs

Nickel, Maximilian, Murphy, Kevin, Tresp, Volker, Gabrilovich, Evgeniy

Journal:

Proceedings of the IEEE

Year:

2016

Language:

english

File:

PDF, 2.26 MB

english, 2016

2

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 ||

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 44.46 MB

english, 2016

3

Predicting Visual Acuity by Using Machine Learning in Patients Treated for Neovascular Age-Related Macular Degeneration

Rohm, Markus, Tresp, Volker, Müller, Michael, Kern, Christoph, Manakov, Ilja, Weiss, Maximilian, Sim, Dawn A., Priglinger, Siegfried, Keane, Pearse A., Kortuem, Karsten

Journal:

Year:

2018

Language:

english

File:

PDF, 1.69 MB

english, 2018

4

Statistical relational learning of trust

Achim Rettinger, Matthias Nickles, Volker Tresp

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 562 KB

english, 2011

5

Representing Probabilistic Rules with Networks of Gaussian Basis Functions

Volker Tresp, Jürgen Hollatz, Subutai Ahmad

Journal:

Machine Learning

Year:

1997

Language:

english

File:

PDF, 358 KB

english, 1997

6

Laser Imaging Techniques for Follow-up Analysis of Joint Inflammation in Patients with Rheumatoid Arthritis

Alexander K. Scheel, Uwe J. Netz, Kay-Geert A. Hermann, Andreas H. Hielscher, Alexander D. Klose, Volker Tresp, Anton Schwaighofer, Gerhard A. Müller, Gerd-R. Burmester, Marina Backhaus

Journal:

Medical Laser Application

Year:

2003

Language:

english

File:

PDF, 96 KB

english, 2003

7

Averaging, maximum penalized likelihood and Bayesian estimation for improving Gaussian mixture probability density estimates

Ormoneit, D., Tresp, V.

Journal:

IEEE Transactions on Neural Networks

Year:

1998

Language:

english

File:

PDF, 448 KB

english, 1998

8

Context-aware tensor decomposition for relation prediction in social networks

Achim Rettinger, Hendrik Wermser, Yi Huang, Volker Tresp

Journal:

Social Network Analysis and Mining

Year:

2012

Language:

english

File:

PDF, 580 KB

english, 2012

9

Neural-network models for the blood glucose metabolism of a diabetic

Tresp, V., Briegel, T., Moody, J.

Journal:

IEEE Transactions on Neural Networks

Year:

1999

Language:

english

File:

PDF, 245 KB

english, 1999

10

Deductive and Inductive Stream Reasoning for Semantic Social Media Analytics

Barbieri, Davide, Braga, Daniele, Ceri, Stefano, Valle, Emanuele Della, Huang, Yi, Tresp, Volker, Rettinger, Achim, Wermser, Hendrik

Journal:

IEEE Intelligent Systems

Year:

2010

Language:

english

File:

PDF, 2.12 MB

english, 2010

11

[IEEE Neural Networks for Signal Processing II 1992 IEEE Workshop - Helsingoer, Denmark (31 Aug.-2 Sept. 1992)] Neural Networks for Signal Processing II Proceedings of the 1992 IEEE Workshop - An efficient model for systems with complex responses (neural network architecture for nonlinear filtering)

Tresp, V., Leuthausser, I., Schlang, M., Neuneier, R., Abraham-Fuchs, K., Harer, W.

Year:

1992

Language:

english

File:

PDF, 413 KB

english, 1992

12

[ACM Press the 24th international conference - Corvalis, Oregon (2007.06.20-2007.06.24)] Proceedings of the 24th international conference on Machine learning - ICML '07 - Robust multi-task learning with t -processes

Yu, Shipeng, Tresp, Volker, Yu, Kai

Year:

2007

Language:

english

File:

PDF, 1.24 MB

english, 2007

13

2 Designing Standards for Open Simulation Environments in the Chemical Industries: A Computer-Supported Use-Case Approach

Jarke, M., Becks, A., Köller, J., Tresp, C., Braunschweig, B., Aachen, RWTH

Journal:

INCOSE International Symposium

Year:

1999

Language:

english

File:

PDF, 605 KB

english, 1999

14

Tailoring Rydberg interactions via Förster resonances: state combinations, hopping and angular dependence

Paris-Mandoki, Asaf, Gorniaczyk, Hannes, Tresp, Christoph, Mirgorodskiy, Ivan, Hofferberth, Sebastian

Journal:

Journal of Physics B Atomic Molecular and Optical Physics

Year:

2016

Language:

english

File:

PDF, 7.17 MB

english, 2016

15

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Coordinate Transformations for Characterization and Cluster Analysis of Spatial Configurations in Football

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 1.35 MB

english, 2016

16

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Topy: Real-Time Story Tracking via Social Tags

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 573 KB

english, 2016

17

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Learning from Software Project Histories

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 438 KB

english, 2016

18

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Active Learning with Rationales for Identifying Operationally Significant Anomalies in Aviation

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 1.66 MB

english, 2016

19

Going Digital: A Survey on Digitalization and Large-Scale Data Analytics in Healthcare

Tresp, Volker, Marc Overhage, J., Bundschus, Markus, Rabizadeh, Shahrooz, Fasching, Peter A., Yu, Shipeng

Journal:

Proceedings of the IEEE

Year:

2016

Language:

english

File:

PDF, 722 KB

english, 2016

20

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || A KDD Process for Discrimination Discovery

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 621 KB

english, 2016

21

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 9853 || Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics

Berendt, Bettina, Bringmann, Björn, Fromont, Élisa, Garriga, Gemma, Miettinen, Pauli, Tatti, Nikolaj, Tresp, Volker

Year:

2016

Language:

english

File:

PDF, 3.01 MB

english, 2016

22

Superatom schluckt einzelnes Photon

Tresp, Christoph, Braun, Christoph, Hofferberth, Sebastian

Journal:

Physik in unserer Zeit

Year:

2017

Language:

german

File:

PDF, 307 KB

german, 2017

23

Adaptive Knowledge Propagation in Web Ontologies

Minervini, Pasquale, Tresp, Volker, D'amato, Claudia, Fanizzi, Nicola

Journal:

ACM Transactions on the Web

Year:

2017

Language:

english

File:

PDF, 880 KB

english, 2017

24

Free-Space Quantum Electrodynamics with a Single Rydberg Superatom

Paris-Mandoki, Asaf, Braun, Christoph, Kumlin, Jan, Tresp, Christoph, Mirgorodskiy, Ivan, Christaller, Florian, Büchler, Hans Peter, Hofferberth, Sebastian

Journal:

Physical Review X

Year:

2017

Language:

english

File:

PDF, 1.07 MB

english, 2017

25

Observation of Three-Body Correlations for Photons Coupled to a Rydberg Superatom

Stiesdal, Nina, Kumlin, Jan, Kleinbeck, Kevin, Lunt, Philipp, Braun, Christoph, Paris-Mandoki, Asaf, Tresp, Christoph, Büchler, Hans Peter, Hofferberth, Sebastian

Journal:

Physical Review Letters

Year:

2018

Language:

english

File:

PDF, 723 KB

english, 2018

26

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

27

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Human-Machine Collaboration for Medical Image Segmentation

Ravanbakhsh, Mahdyar, Tschernezki, Vadim, Last, Felix, Klein, Tassilo, Batmanghelich, Kayhan, Tresp, Volker, Nabi, Moin

Year:

2020

File:

PDF, 561 KB

2020

28

Representation Learning for the Semantic Web

Paulheim, Heiko, Tresp, Volker, Liu, Zhiyuan

Journal:

Web Semantics: Science, Services and Agents on the World Wide Web

Year:

2020

File:

PDF, 165 KB

2020

29

Assessment of proximal finger joint inflammation in patients with rheumatoid arthritis, using a novel laser-based imaging technique

Alexander K. Scheel, Andreas Krause, Ingolf Mesecke-von Rheinbaben, Georg Metzger, Helmut Rost, Volker Tresp, Peter Mayer, Monika Reuss-Borst, Gerhard A. Müller

Journal:

Arthritis & Rheumatism

Year:

2002

Language:

english

File:

PDF, 289 KB

english, 2002

30

Beitrag zur Kraurosis vulvae

Journal:

Archives of Gynecology and Obstetrics

Year:

1902

Language:

german

File:

PDF, 1.62 MB

german, 1902

31

Time-resolved measurements of the response of a

J. Boneberg, M. Tresp, M. Ochmann, H.-J. Münzer, P. Leiderer

Journal:

Applied Physics A: Materials Science & Processing

Year:

1998

Language:

english

File:

PDF, 848 KB

english, 1998

32

The mechanism of nanostructuring upon nanosecond laser irradiation of a

J. Boneberg, H.-J. Münzer, M. Tresp, M. Ochmann, P. Leiderer

Journal:

Applied Physics A: Materials Science & Processing

Year:

1998

Language:

english

File:

PDF, 149 KB

english, 1998

33

Generative binary codes

M. Haft, R. Hofman, V. Tresp

Journal:

Pattern Analysis and Applications

Year:

2004

Language:

english

File:

PDF, 551 KB

english, 2004

34

Tailored-to-Fit Bayesian Network Modeling of Expert Diagnostic Knowledge

Ruxandra Lupas Scheiterer, Dragan Obradovic, Volker Tresp

Journal:

Journal of Signal Processing Systems

Year:

2007

Language:

english

File:

PDF, 368 KB

english, 2007

35

Scaling Kernel-Based Systems to Large Data Sets

Journal:

Data Mining and Knowledge Discovery

Year:

2001

Language:

english

File:

PDF, 97 KB

english, 2001

36

Pancreaticobiliary involvement in familial polyposis coli/Gardner's syndrome

Richard A. Komorowski, Michael G. Tresp, Stuart D. Wilson

Journal:

Diseases of the Colon & Rectum

Year:

1986

Language:

english

File:

PDF, 1.88 MB

english, 1986

37

Mining the Semantic Web

Achim Rettinger, Uta Lösch, Volker Tresp, Claudia d’Amato, Nicola Fanizzi

Journal:

Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 562 KB

english, 2012

38

On the Use of Atmospheric Pressure Plasma for the Bio-Decontamination of Polymers and Its Impact on Their Chemical and Morphological Surface Properties

Fricke, K., Tresp, H., Bussiahn, R., Schröder, K., Woedtke, Th., Weltmann, K.-D.

Journal:

Plasma Chemistry and Plasma Processing

Year:

2012

Language:

english

File:

PDF, 744 KB

english, 2012

39

Semantic Traffic-Aware Routing Using the LarKC Platform

Della Valle, E., Celino, I., Dell'Aglio, D., Grothmann, R., Steinke, F., Tresp, V.

Journal:

IEEE Internet Computing

Year:

2011

Language:

english

File:

PDF, 2.80 MB

english, 2011

40

Classification of rheumatoid joint inflammation based on laser imaging

Schwaighofe, A., Tresp, V., Mayer, P., Krause, A., Beuthan, J., Rost, H., Metzger, G., Muller, G.A., Scheel, A.K.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2003

Language:

english

File:

PDF, 342 KB

english, 2003

41

Extraction of semantic biomedical relations from text using conditional random fields

Markus Bundschus, Mathaeus Dejori, Martin Stetter, Volker Tresp, Hans-Peter Kriegel

Journal:

BMC Bioinformatics

Year:

2008

Language:

english

File:

PDF, 454 KB

english, 2008

42

From RONS to ROS: Tailoring Plasma Jet Treatment of Skin Cells

Reuter, Stephan, Tresp, Helena, Wende, Kristian, Hammer, Malte U., Winter, Jörn, Masur, Kai, Schmidt-Bleker, Ansgar, Weltmann, Klaus-Dieter

Journal:

IEEE Transactions on Plasma Science

Year:

2012

Language:

english

File:

PDF, 488 KB

english, 2012

43

[ACM Press the 12th ACM SIGKDD international conference - Philadelphia, PA, USA (2006.08.20-2006.08.23)] Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06 - Supervised probabilistic principal component analysis

Yu, Shipeng, Yu, Kai, Tresp, Volker, Kriegel, Hans-Peter, Wu, Mingrui

Year:

2006

Language:

english

File:

PDF, 891 KB

english, 2006

44

BOTTARI: An augmented reality mobile application to deliver personalized and location-based recommendations by continuous analysis of social media streams

Marco Balduini, Irene Celino, Daniele Dell’Aglio, Emanuele Della Valle, Yi Huang, Tony Lee, Seon-Ho Kim, Volker Tresp

Journal:

Web Semantics: Science, Services and Agents on the World Wide Web

Year:

2012

Language:

english

File:

PDF, 1.63 MB

english, 2012

45

High-resolution scanning electron microscopy of frozen-hydrated and freeze-substituted kidney tissue

Peter Herter, Gregor Tresp, Hartmut Hentschel, Karl Zierold, Paul Walther

Journal:

Journal of Microscopy

Year:

1991

Language:

english

File:

PDF, 3.20 MB

english, 1991

46

[IEEE 2011 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2011) - Kaohsiung City, Taiwan (2011.07.25-2011.07.27)] 2011 International Conference on Advances in Social Networks Analysis and Mining - Modeling and Learning Context-Aware Recommendation Scenarios Using Tensor Decomposition

Wermser, Hendrik, Rettinger, Achim, Tresp, Volker

Year:

2011

Language:

english

File:

PDF, 437 KB

english, 2011

47

[ACM Press the 22nd international conference - Bonn, Germany (2005.08.07-2005.08.11)] Proceedings of the 22nd international conference on Machine learning - ICML '05 - Learning Gaussian processes from multiple tasks

Yu, Kai, Tresp, Volker, Schwaighofer, Anton

Year:

2005

File:

PDF, 810 KB

2005

48

Controlling the Ambient Air Affected Reactive Species Composition in the Effluent of an Argon Plasma Jet

Reuter, Stephan, Winter, Jörn, Schmidt-Bleker, Ansgar, Tresp, Helena, Hammer, Malte U., Weltmann, Klaus-Dieter

Journal:

IEEE Transactions on Plasma Science

Year:

2012

Language:

english

File:

PDF, 574 KB

english, 2012

49

Quantitative detection of plasma-generated radicals in liquids by electron paramagnetic resonance spectroscopy

Tresp, H, Hammer, M U, Winter, J, Weltmann, K-D, Reuter, S

Journal:

Journal of Physics D Applied Physics

Year:

2013

Language:

english

File:

PDF, 805 KB

english, 2013

50

Feed gas humidity: a vital parameter affecting a cold atmospheric-pressure plasma jet and plasma-treated human skin cells

Winter, J, Wende, K, Masur, K, Iseni, S, Dünnbier, M, Hammer, M U, Tresp, H, Weltmann, K-D, Reuter, S

Journal:

Journal of Physics D Applied Physics

Year:

2013

Language:

english

File:

PDF, 1.98 MB

english, 2013

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