Photo of Manfred Jaeger
  • Selma Lagerløfs Vej 300, 1-2-05

    9220 Aalborg Ø

    Denmark

  • Selma Lagerløfs Vej 300, 1-2-05

    9220 Aalborg Ø

    Denmark

20032019

Research output per year

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Research Output

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Article in proceeding
2019

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 Oct 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. (eds.). Springer, p. 81-97 17 p. (Lecture Notes in Computer Science, Vol. 11781).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

1 Citation (Scopus)
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 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access

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, p. 21-26 6 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2 Citations (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, p. 737-752 16 p. (Lecture Notes in Computer Science . Sublibrary: Lecture Notes in Artificial Intelligence, Vol. 10534).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
1 Citation (Scopus)
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, p. 925-936 12 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

11 Citations (Scopus)
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. (eds.). Springer Publishing Company, Vol. 8502. p. 30-39 (Lecture Notes in Computer Science).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2 Citations (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. (eds.). Springer, Vol. 8657. p. 297-312 (Lecture Notes in Computer Science).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

4 Citations (Scopus)

Multiple Segmentation of Image Stacks

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

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-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. (eds.). Berlin: Springer Publishing Company, p. 112-127 16 p. (Lecture Notes in Computer Science, Vol. 8190).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2012

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. (eds.). p. 285-300 (JMLR Workshop and Conference Proceedings, Vol. 25).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2 Citations (Scopus)

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. (eds.). Springer, p. 216-230 15 p. (Lecture Notes in Computer Science, Vol. 7226).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

File
11 Citations (Scopus)
396 Downloads (Pure)
2011

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, p. 111-120 10 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

File
30 Citations (Scopus)
767 Downloads (Pure)
2009

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. (ed.). 6 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-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, p. 122-139 (Lecture Notes in Computer Science; No. 5194).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

5 Citations (Scopus)

Learning Type Extension Trees for Metal Bonding State Prediction

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

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Probabilistic-Logic Models: Reasoning and Learning with Relational Structures

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

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-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 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-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, p. 369-376 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

18 Citations (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. p. 215-222 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

File
7 Citations (Scopus)
288 Downloads (Pure)

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 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

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. p. 671-678 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

14 Citations (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, p. 225-232 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-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. p. 49-60 12 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2004

Compiling Relational Bayesian Networks for Exact Inference

Jaeger, M., Chavira, M. & Darwiche, A., 2004, Proceedings of the Second European Workshop on Probabilistic Graphical Models. (Editor), P. L. (ed.).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Open Access
File
246 Downloads (Pure)

Learning Probabilistic Decision Graphs

Jaeger, M., Dalgaard, J. & Silander, T., 2004, Proceedings of the Second European Workshop on Probabilistic Graphical Models. Lucas, P. (ed.).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Open Access
File
330 Downloads (Pure)

Probabilistic Role Models and the Guarded Fragment

Jaeger, M., 2004, Proceedings of the Tenth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems. Editrice Universita La Sapienza, p. 235-242 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

2003

A Representation Theorem and Applications

Jaeger, M., 2003, Proceedings of the Seventh European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU): Lecture Notes in Artificial Intelligence. 2711 ed. IEEE Computer Society Press, p. 50-61

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

1 Citation (Scopus)

Probabilistic Classifiers and the Concepts they Recognize

Jaeger, M., 2003, Proceedings of the 20th International Conference on Machine Learning (ICML-2003). T. Fawcett, T. : Mishra, N. (eds.) (ed.). AAAI Press, p. 266-273

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

10 Citations (Scopus)