Billede af Manfred Jaeger
  • Selma Lagerløfs Vej 300, 1-2-05

    9220 Aalborg Ø

    Danmark

  • Selma Lagerlöfs Vej 300, Cassiopeia

    9220 Aalborg

    Danmark

20032019

Research output per year

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Publikationer

2019

Counts-of-counts similarity for prediction and search in relational data

Jaeger, M., Lippi, M., Pellegrini, G. & Passerini, A., sep. 2019, I : Data Mining and Knowledge Discovery. 33, 5, s. 1254–1297 44 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Teaching Stratego to Play Ball: Optimal Synthesis for Continuous Space MDPs

Jaeger, M., Jensen, P. G., Larsen, K. G., Legay, A. B. E., Sedwards, S. & Taankvist, J. H., 28 okt. 2019, Automated Technology for Verification and Analysis- 17th International Symposium, AVTA 2019, Proceedings: ATVA 2019: Automated Technology for Verification and Analysis. Chen, Y-F., Cheng, C-H. & Esparza, J. (red.). Springer, s. 81-97 17 s. (Lecture Notes in Computer Science, Bind 11781).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

2018

Inference, Learning, and Population Size: Projectivity for SRL Models

Jaeger, M. & Schulte, O., 2018, Eighth International Workshop on Statistical Relational AI: Accepted Papers. Statistical Relational AI (StarAI), 8 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Åben adgang

Learning and Interpreting Multi-Multi-Instance Learning Networks

Tibo, A., Jaeger, M. & Frasconi, P., 2018, (Afsendt)

Publikation: AndetAndet bidragForskning

NetSlicer: Automated and Traffic-Pattern Based Application Clustering in Datacenters

Schiff, L., Ziv, O., Jaeger, M. & Schmid, S., 7 aug. 2018, Big-DAMA 2018 - Proceedings of the 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, Part of SIGCOMM 2018. Association for Computing Machinery, s. 21-26 6 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

2 Citationer (Scopus)
2017

A Network Architecture for Multi-Multi-Instance Learning

Tibo, A., Frasconi, P. & Jaeger, M., 2017, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18–22, 2017, Proceedings, Part I. Springer, s. 737-752 16 s. (Lecture Notes in Computer Science . Sublibrary: Lecture Notes in Artificial Intelligence, Bind 10534).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Åben adgang
1 Citationer (Scopus)

Cleansing indoor RFID tracking data

Baba, A. I., Lu, H., Pedersen, T. B. & Jaeger, M., 2017, I : SIGSPATIAL Special. 9, 1, s. 11-18 8 s.

Publikation: Bidrag til tidsskriftTidsskriftartikel

Probabilistic Logic and Relational Models

Jaeger, M., 2017, Encyclopedia of Social Network Analysis and Mining. Alhajj, R. & Rokne, J. (red.). 2nd udg. Springer

Publikation: Bidrag til bog/antologi/rapport/konference proceedingEncyclopædiartikelFormidling

2016

Learning-Based Cleansing for Indoor RFID Data

Baba, A. I., Jaeger, M., Lu, H., Pedersen, T. B., Ku, W-S. & Xie, X., 2016, ACM SIGMOD Conference. Association for Computing Machinery, s. 925-936 12 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

9 Citationer (Scopus)

Learning deterministic probabilistic automata from a model checking perspective

Mao, H., Chen, Y., Jaeger, M., Nielsen, T. D., Larsen, K. G. & Nielsen, B., 2016, I : Machine Learning. 105, 2, s. 255-299 45 s.

Publikation: Bidrag til tidsskriftTidsskriftartikel

Fil
14 Citationer (Scopus)
267 Downloads (Pure)
2015

Lower complexity bounds for lifted inference

Jaeger, M., 2015, I : Theory and Practice of Logic Programming. 15, 2, s. 246-263

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

4 Citationer (Scopus)

Multiple Image Segmentation

Smets, J. & Jaeger, M., 2015, Pattern Recognition Applications and Methods: Third International Conference, ICPRAM 2014, Angers, France, March 6-8, 2014, Revised Selected Papers. Fred, A., De Marsico, M. & Tabbone, A. (red.). Springer, s. 3-18 16 s. (Lecture Notes in Computer Science, Bind 9443).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

Åben adgang
2014

Community Detection for Multiplex Social Networks Based on Relational Bayesian Networks

Jiang, J. & Jaeger, M., 2014, Foundations of Intelligent Systems: 21st International Symposium, ISMIS 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings. Andreasen, T., Christiansen, H., Cubero, J-C. & Raś, Z. W. (red.). Springer Publishing Company, Bind 8502. s. 30-39 (Lecture Notes in Computer Science).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

2 Citationer (Scopus)

Continuity Properties of Distances for Markov Processes

Jaeger, M., Mao, H., Larsen, K. G. & Mardare, R. I., 2014, Quantitative Evaluation of Systems: 11th International Conference, QEST 2014, Florence, Italy, September 8-10, 2014. Proceedings. Norman, G. & Sanders, W. (red.). Springer, Bind 8657. s. 297-312 (Lecture Notes in Computer Science).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

4 Citationer (Scopus)

Multiple Segmentation of Image Stacks

Smets, J. & Jaeger, M., 2014, ICPRAM 2014 - International Conference on Pattern Recognition Applications and Methods. SCITEPRESS Digital Library, s. 5-13

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Probabilistic Logic and Relational Models

Jaeger, M., 2014, Encyclopedia of Social Network Analysis and Mining. Springer, s. 1403-1416

Publikation: Bidrag til bog/antologi/rapport/konference proceedingEncyclopædiartikelForskningpeer review

2013

Identifiability of Model Properties in Over-Parameterized Model Classes

Jaeger, M., 2013, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III. Blockeel, H., Kersting, K., Nijssen, S. & Železný, F. (red.). Berlin: Springer Publishing Company, s. 112-127 16 s. (Lecture Notes in Computer Science, Bind 8190).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Type Extension Trees for Feature Construction and Learning in Relational Domains

Jaeger, M., Lippi, M., Passerini, A. & Frasconi, P., 2013, I : Artificial Intelligence. 204, s. 30-55 26 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

4 Citationer (Scopus)
2012

Factorial Clustering of Species Distribution Data: Extended Abstract

Jaeger, M., 2012. 4 s.

Publikation: Konferencebidrag uden forlag/tidsskriftPaper uden forlag/tidsskriftForskningpeer review

Learning and Model-checking Networks of I/O Automata

Mao, H. & Jaeger, M., 2012, Proceeding of the 4th Asian Conference on Machine Learning (ACML 2012). Hoi, S. C. H. & Buntine, W. (red.). s. 285-300 (JMLR Workshop and Conference Proceedings, Bind 25).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

2 Citationer (Scopus)

Learning Markov Decision Processes for Model Checking

Mao, H., Chen, Y., Jaeger, M., Nielsen, T. D., Larsen, K. G. & Nielsen, B., 2012, I : Electronic Proceedings in Theoretical Computer Science. 103, s. 49-63

Publikation: Bidrag til tidsskriftKonferenceartikel i tidsskrift

Learning Markov models for stationary system behaviors

Chen, Y., Mao, H., Jaeger, M., Nielsen, T. D., Larsen, K. G. & Nielsen, B., 2012, NASA Formal Methods: 4th International Symposium, NFM 2012, Norfolk, VA, USA, April 3-5, 2012. Proceedings. Goodloe, A. E. & Person, S. (red.). Springer, s. 216-230 15 s. (Lecture Notes in Computer Science, Bind 7226).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Fil
10 Citationer (Scopus)
355 Downloads (Pure)

Liftability of Probabilistic Inference: Upper and Lower Bounds

Jaeger, M. & Van den Broeck, G., 2012. 8 s.

Publikation: Konferencebidrag uden forlag/tidsskriftPaper uden forlag/tidsskriftForskningpeer review

2011

Extending ProbLog with Continuous Distributions

Gutmann, B., Jaeger, M. & De Raedt, L., 2011, I : Lecture Notes in Computer Science. 6489, s. 76-91 16 s.

Publikation: Bidrag til tidsskriftKonferenceartikel i tidsskriftForskningpeer review

10 Citationer (Scopus)

Factorial Clustering with an Application to Plant Distribution Data

Jaeger, M., Lyager, S., Vandborg, M. & Wohlgemuth, T., 2011. 12 s.

Publikation: Konferencebidrag uden forlag/tidsskriftPaper uden forlag/tidsskriftForskningpeer review

2 Citationer (Scopus)

Learning Probabilistic Automata for Model Checking

Mao, H., Chen, Y., Jaeger, M., Nielsen, T. D., Larsen, K. G. & Nielsen, B., 2011, 8th International Conference on Quantitative Evaluation of Systems (QEST). IEEE, s. 111-120 10 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Fil
29 Citationer (Scopus)
724 Downloads (Pure)

Relational Information Gain

Lippi, M., Jaeger, M., Frasconi, P. & Passerini, A., 2011, I : Machine Learning. 83, 2, s. 219-239 21 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

3 Citationer (Scopus)
2010

A Theory of Inductive Query Answering

De Raedt, L., Jaeger, M., Lee, S. D. & Mannila, H., 2010, Inductive Databases and Constraint-Based Data Mining. Dzeroski, S., Goethals, B. & Panov, P. (red.). Springer, s. 79-103

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskningpeer review

1 Citationer (Scopus)

Editorial: Special Issue on PGM-2008

Jaeger, M. & Nielsen, T. D., jun. 2010, I : International Journal of Approximate Reasoning. 51, 5, s. 473

Publikation: Bidrag til tidsskriftLederForskning

2009

On fairness and randomness

Jaeger, M., 2009, I : Information and Computation. 207, 9, s. 909-922 14 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

1 Citationer (Scopus)

Relational Information Gain

Lippi, M., Jaeger, M., Frasconi, P. & Passerini, A., 2009, Online Proceedings of 19th International Conference on Inductive Logic Programming. Raedt, L. D. (red.). 6 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

2008

Feature Discovery with Type Extension Trees

Frasconi, P., Jaeger, M. & Passerini, A., 2008, Proceedings of the 18th international conference on Inductive Logic Programming. Springer, s. 122-139 (Lecture Notes in Computer Science; Nr. 5194).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

5 Citationer (Scopus)

Learning Type Extension Trees for Metal Bonding State Prediction

Frasconi, P., Jaeger, M. & Passerini, A., 2008, StReBio Workshop online proceedings. 4 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskning

Model-Theoretic Expressivity Analysis

Jaeger, M., 2008, Probabilistic Inductive Logic Programming: Theory and Applications. De Raedt, L., Frasconi, P., Kersting, K. & Muggleton, S. (red.). Berlin/Heidelberg: Springer, s. 325-339 (Lecture Notes In Artificial Intelligence; Nr. 4911).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingBidrag til bog/antologiForskning

7 Citationer (Scopus)

Probabilistic-Logic Models: Reasoning and Learning with Relational Structures

Jaeger, M., 2008, Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008. IOS Press, s. 197-200 4 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

2007

Comparative Evaluation of PL Languages and Systems: A Work-in-Progress Report

Jaeger, M., Lidman, P. & Mateo, J. L., 2007, Proceedings of Mining and Learning with Graphs. 4 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Parameter Learning for Relational Bayesian Networks

Jaeger, M., 2007, Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007). Association for Computing Machinery, s. 369-376 8 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

18 Citationer (Scopus)
2006

An Empirical Study of Efficiency and Accuracy of Probabilistic Graphical Models

Nielsen, J. D. & Jaeger, M., 2006, Proceedings of the Third European Workshop on Probabilistic Graphical Models. s. 215-222 8 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Fil
6 Citationer (Scopus)
269 Downloads (Pure)

Compiling Relational Bayesian Networks for Exact Inference

Jaeger, M., Darwiche, A. & Chavira, M., 2006, I : International Journal of Approximate Reasoning. 42, 1-2, s. 4-20

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

63 Citationer (Scopus)

Expressivity analysis for PL-languages

Jaeger, M., Kersting, K. & De Raedt, L., 2006, Online Proceedings of the Workshop on Statistical Relational Learning (SRL-06). 2 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Learning Probabilistic Decision Graphs

Jaeger, M., Nielsen, J. D. & Silander, T., 2006, I : International Journal of Approximate Reasoning. 42, 1-2, s. 84-100

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

15 Citationer (Scopus)

On testing the missing at random assumption

Jaeger, M., 2006, Machine Learning: ECML 2006: 17th European Conference on Machine Learning. Berlin, Germany, September 2006. Proceedings. s. 671-678 8 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

14 Citationer (Scopus)

Probabilistic role models and the guarded fragment

Jaeger, M., 2006, I : International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. 14, 1, s. 43-59 17 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

3 Citationer (Scopus)

The AI&M procedure for learning from incomplete data

Jaeger, M., 2006, Proceedings of the 22nd Conference on Uncertainty in Artificial Intelligence (UAI-06). Association for Uncertainty in Artificial Intelligence, s. 225-232 8 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Type extension trees: a unified framework for relational feature construction

Jaeger, M., 2006, Proceedings of the International Workshop on Mining and Learning with Graphs: in conjunction with ECML/PKDD 2006. s. 49-60 12 s.

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

2005

A logic for inductive probabilistic reasoning

Jaeger, M., 2005, I : Synthese. 144, 2, s. 181-248

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

6 Citationer (Scopus)

A Representation Theorem and Applications to Measure Selection and Noninformative Priors

Jaeger, M., 2005, I : International Journal of Approximate Reasoning. 38, 3, s. 217-243

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

2 Citationer (Scopus)

Ignorability for categorical data

Jaeger, M., aug. 2005, I : Annals of Statistics. 33, 4, s. 1964-1981 17 s.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

13 Citationer (Scopus)

Ignorability in Statistical and Probabilistic Inference

Jaeger, M., 2005, I : Journal of Artificial Intelligence Research. 24, s. 889-917

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

11 Citationer (Scopus)