Proceedings of the Fifth International Conference on Information Fusion. FUSION 2002. (IEEE Cat.No.02EX5997)
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Các bài báo tiêu biểu
Information fusion for image analysis: geospatial foundations for higher-level fusion
Tập 1 - Trang 562-569 vol.1
In support of the AFOSR program in Information Fusion, the CNS Technology
Laboratory at Boston University is developing and applying neural models of
image and signal processing, pattern learning and recognition, associative
learning dynamics, and 3D visualization, to the domain of Information Fusion for
Image Analysis in a geospatial context. Our research is focused by a challenge
problem involvi...
#Image analysis #Laboratories #Context modeling #Signal processing #Pattern recognition #Image recognition #Vehicle dynamics #Visualization #Focusing #Terrorism
A new method for representing linguistic quantifications by random sets with applications to tracking and data fusion
Tập 2 - Trang 1308-1315 vol.2
There is an obvious need to be able to integrate both linguistic-based and
stochastic-based input information in data fusion. In particular, this need is
critical in addressing problems of track association, including cyber-state
intrusions. This paper treats this issue through a new insight into how three
apparently distinct mathematical tools can be combined: "boolean relational
event algebra" (...
#Algebra #Fuzzy logic #Fuzzy sets #Educational institutions #Probabilistic logic #Arithmetic #Natural languages #Stochastic processes #Information security #Testing
Structured Knowledge Source Integration and its applications to information fusion
Tập 2 - Trang 1340-1346 vol.2
Structured Knowledge Source Integration, or SKSI, is an ongoing research and
development project at Cycorp intended to enable the Cyc knowledge base to
integrate (access, query, assimilate, and merge) a variety of external
structured knowledge sources, such as databases, spreadsheets, XML or DAML
tagged text, GIS datasets, and queryable Web pages. With SKSI, the Cyc knowledge
base will be able to ...
#Object oriented modeling #Relational databases #Information analysis #Information management #Knowledge management #Military standards #Object oriented databases #Data visualization #Research and development #Sorting
Optimal detection in a distributed multisensor architecture
Tập 1 - Trang 34-40 vol.1
A detector defines a subset of inputs for which a detection is declared, as
such, the performance of a detector is limited by the input set. The optimal
detector which is presented in this paper defines the detection set which
provides the maximum probability of detection for a given probability of false
alarm. Further improvements in detection performance require a change to the
input set. Inclus...
#Detectors #Noise measurement #Matched filters #Performance analysis
Proceedings of the Fifth International Conference on Information Fusion. FUSION 2002. (IEEE Cat.No.02EX5997)
Tập 1 - 2002
The following topics are dealt with: AFOSR Information Fusion Initiative;
multiple model tracking; probabilistic multi-hypothesis tracking; track fusion;
GMTI tracking; information fusion for critical infrastructure protection; image
fusion and exploitation; data association; information modeling and learning;
information fusion techniques for surveillance and security applications;
situation anal...
#Multisensor systems #Bayes procedures #Security #Surveillance #Fuzzy logic #Estimation #Monte Carlo methods #Probability
Adapting a commercial simulation framework to the needs of information fusion research
Tập 1 - Trang 220-227 vol.1
The paper develops and argues usage requirements emanating from information
fusion research on simulation frameworks. Based on these requirements, a
next-generation simulation framework is currently being designed by one
framework vendor.
#Computational modeling #Intelligent sensors #Command and control systems #Resource management #Sensor fusion #Software algorithms #Computer simulation #Information management #Laboratories #Software testing
Association of narrow band sources in passive sonar
Tập 2 - Trang 1141-1146 vol.2
The problem of track to track association in passive sonar with multiple
platforms and/or time interruptions is considered. Typical case is a submarine
equipped with a hull array (HA) and a towed array (TA). A few methods are
applicable and discussed here, coming from detection and estimation theory.
Performance of likelihood ratio test are studied for the binary case to
associate one track from m...
#Narrowband #Sonar #Target tracking #Motion analysis #Underwater vehicles #Estimation theory #Testing #Antenna measurements #Frequency #Antenna theory
From data to actionable knowledge and decision
Tập 1 - Trang 577-584 vol.1
The Advanced Agent Technology Laboratory in the School of Computer Science at
Carnegie Mellon University, the Human Computer Interaction Group at the
University of Pittsburgh, the Munitions Directorate of Air Force Research
Laboratory (MN/AFRL), Rome Labs and Northrup Grumman are partnering in
early-stage research to address issues in high-level information fusion,
including intent inferencing and...
#Laboratories #Weapons #Force sensors #Sensor fusion #Information management #Military computing #Computerized monitoring #Condition monitoring #Automatic control #Humans
A proposed system for segmentation of information sources in portals and search engines repositories
Tập 2 - Trang 1450-1456 vol.2
Nowadays, there is a huge volume of information on the Web, which is
disseminated to users in a chaotic way. In order to be easily accessed, the
information must be clustered and classified in appropriate knowledge areas.
Thus, many heavily visited sites or portals attempt to unify the access to
multiple information sources, providing by this way classification of
information. The paper proposes a...
#Portals #Search engines #System testing #Business #Feedback #Information filtering #Information retrieval #Chaos #System performance #Information systems
Ranking by AHP: a rough approach
Tập 1 - Trang 185-190 vol.1
Decision making is always a difficult assignment for everyone in every context
and more information eases the process and makes it more accurate. More data
does not always mean more information. Rough sets alone can be adopted to handle
hierarchical structure in the family of criteria using decision rules based on
preference model. The rules are induced from the preferential information given
by t...
#Information systems #Decision making #Mathematics #Rough sets #Spatial databases #Algorithm design and analysis #Fuzzy sets #Fuzzy set theory #Set theory