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Modeling uncertainty in bibliometrics and information retrieval: an information fusion approach
We describe ongoing research where the aim is to apply recent results from the research
field of information fusion to bibliometric analysis and information retrieval. We highlight the …
field of information fusion to bibliometric analysis and information retrieval. We highlight the …
Mode tracking using multiple data streams
Most existing work in information fusion focuses on combining information with well-defined
meaning towards a concrete, pre-specified goal. In contradistinction, we instead aim for …
meaning towards a concrete, pre-specified goal. In contradistinction, we instead aim for …
Uncertainty handling for maritime route deviation
Detecting and classifying anomalies generally contributes to Maritime Situation Awareness
and highly benefits from the combination of multiple sources, as correlating their output …
and highly benefits from the combination of multiple sources, as correlating their output …
Causal inference without ignorability: Identification with nonrandom assignment and missing treatment data
WR Mebane Jr, P Poast - Political Analysis, 2013 - cambridge.org
How a treatment causes a particular outcome is a focus of inquiry in political science. When
treatment data are either nonrandomly assigned or missing, the analyst will often invoke …
treatment data are either nonrandomly assigned or missing, the analyst will often invoke …
Dissecting uncertainty-based fusion techniques for maritime anomaly detection
Detecting and classifying anomalies for Maritime Situation Awareness gets a lot of benefit
from the combination of multiple sources, correlating their output for detecting …
from the combination of multiple sources, correlating their output for detecting …
Uncertainty levels of second-order probability
D Sundgren, A Karlsson - Polibits, 2013 - scielo.org.mx
Since second-order probability distributions assign probabilities to probabilities there is
uncertainty on two levels. Although different types of uncertainty have been distinguished …
uncertainty on two levels. Although different types of uncertainty have been distinguished …
A L1 based probabilistic merging algorithm and its application to statistical matching
We propose to use a recently introduced merging procedure for jointly inconsistent
probabilistic assessments to the statistical matching problem. The merging procedure is …
probabilistic assessments to the statistical matching problem. The merging procedure is …
Conditioning wrt random sets. Part 2: combination rules
AG Bronevich - International Journal of General Systems, 2024 - Taylor & Francis
Part 2 of this article is devoted to the analysis of a new class of combination rules on belief
functions generated by conditioning wrt random sets and their linear convex combinations …
functions generated by conditioning wrt random sets and their linear convex combinations …
Information fusion
HJ Steinhauer, A Karlsson - Data Science in Practice, 2019 - Springer
The study of information fusion comprises methods and techniques to automatically or semi-
automatically combine information stemming from homogeneous or heterogeneous sources …
automatically combine information stemming from homogeneous or heterogeneous sources …
[PDF][PDF] Dissecting uncertainty handling techniques: Illustration on maritime anomaly detection
In the field of Maritime Situation Awareness (MSA), detecting and classifying vessels'
abnormal behaviour is a challenging and crucial task at the core of the compilation of the …
abnormal behaviour is a challenging and crucial task at the core of the compilation of the …