Photo of Manfred Jaeger
  • Selma Lagerløfs Vej 300, 1-2-36

    9220 Aalborg Ø

    Denmark

  • Selma Lagerlöfs Vej 300, Cassiopeia

    9220 Aalborg

    Denmark

20032018
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Research Output 2003 2018

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Journal article
2017

Cleansing indoor RFID tracking data

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

Research output: Contribution to journalJournal articleResearch

2016
11 Citations (Scopus)
200 Downloads (Pure)

Learning deterministic probabilistic automata from a model checking perspective

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

Research output: Contribution to journalJournal articleResearchpeer-review

File
Model checking
Learning algorithms
Temporal logic
Hardware
2015
4 Citations (Scopus)

Lower complexity bounds for lifted inference

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

Research output: Contribution to journalJournal articleResearchpeer-review

Low Complexity
Quantifiers
Knowledge Base
Relational Model
Artificial intelligence
2013
4 Citations (Scopus)

Type Extension Trees for Feature Construction and Learning in Relational Domains

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

Research output: Contribution to journalJournal articleResearchpeer-review

2011
3 Citations (Scopus)

Relational Information Gain

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

Research output: Contribution to journalJournal articleResearchpeer-review

2009
1 Citation (Scopus)

On fairness and randomness

Jaeger, M., 2009, In : Information and Computation. 207, 9, p. 909-922 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Fairness
Randomness
Concretes
Transition Probability
Completeness
2006
62 Citations (Scopus)

Compiling Relational Bayesian Networks for Exact Inference

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

Research output: Contribution to journalJournal articleResearchpeer-review

Exact Inference
Bayesian networks
Bayesian Networks
Differentiating circuits
Arithmetic Circuits
15 Citations (Scopus)

Learning Probabilistic Decision Graphs

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

Research output: Contribution to journalJournal articleResearchpeer-review

3 Citations (Scopus)

Probabilistic role models and the guarded fragment

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

Research output: Contribution to journalJournal articleResearchpeer-review

Semantics
Sampling
Statistical Models
2005
6 Citations (Scopus)

A logic for inductive probabilistic reasoning

Jaeger, M., 2005, In : Synthese. 144, 2, p. 181-248

Research output: Contribution to journalJournal articleResearchpeer-review

2 Citations (Scopus)

A Representation Theorem and Applications to Measure Selection and Noninformative Priors

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

Research output: Contribution to journalJournal articleResearchpeer-review

Noninformative Prior
Representation Theorem
Invariance
Probability distributions
Equivariance
13 Citations (Scopus)

Ignorability for categorical data

Jaeger, M., Aug 2005, In : Annals of Statistics. 33, 4, p. 1964-1981 17 p.

Research output: Contribution to journalJournal articleResearchpeer-review

9 Citations (Scopus)

Ignorability in Statistical and Probabilistic Inference

Jaeger, M., 2005, In : Journal of Artificial Intelligence Research. 24, p. 889-917

Research output: Contribution to journalJournal articleResearchpeer-review

Coarsening
Probability distributions
Computational complexity
2004
32 Citations (Scopus)
Bayesian networks
Statistical Models