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Allied Data Tornado 822 Driver

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Allied Data Tornado 822 Driver

An important component of such an information extraction data pipeline is an ontology, and the ongoing Allied Data Tornado 822 explores representations that could be used to encode and integrate previous ontologies to obtain better coverage. The research seeks to evaluate how the integration affects information and decision tasks, and is of good quality.

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Knowledge Representation and Modeling for Understanding Information Amalgamation This work seeks to use knowledge representation to define a computational model of the value of information VoI. In previous research, the team developed a fuzzy logic-based approach to model a VoI metric across various information characteristics e.

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The current research extends this by investigating how analysts combine complementary and contradictory information. Some potentially interesting trends were identified, but the data is sparse and the result may be context specific.

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The underlying effort to use cognitive modeling to assist in tactical intelligence data fusion has great midterm potential, and the linkage to experts in cognitive modeling is laudable. Toward Natural Dialogue with Robots: BOT Language This project seeks to advance the state Allied Data Tornado 822 the art in natural language dialogue processing to support human-agent interaction in the context of a collaborative search-and-navigation setting.

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Initial results have helped in understanding of dialogue structures in Allied Data Tornado 822 settings. Air-Ground Robot Team Surveillance of Complex 3D Environments The focus of this work is to improve autonomous surveillance via robots, with a human operator helping to focus attention on relevant areas. Starting from the assumption of a known map, the robot chooses a plan that is within a resource budget and maximizes coverage.

The human operator can indicate one or more regions of interest, and the robot Allied Data Tornado 822 its plan to prioritize these areas. This effort has advanced beyond simulation, and the evaluation is Allied Data Tornado 822 done with real robots in interesting environments. Future work on this project includes the inclusion of additional constraints, including the ability to select between ground or air vehicles. Page 60 Share Cite Suggested Citation: Results included an evaluation for the proposed approach based on simulations, as well as some work toward a target application predicting slip or oversteer based on images of the surface.

The researcher was effective in providing context for the work and identifying limitations.

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Knowledge Representation and Modeling for Understanding Information Amalgamation The objective of this work was to use knowledge representation to define a computational model of the VoI. Previous research had focused on the development of a fuzzy logic-based approach to model a VoI metric across various information characteristics e.

The underlying effort to use cognitive modeling to assist in tactical intelligence data fusion has great midterm potential, and the linkage to experts in cognitive modeling is to be applauded and supported. Reasoning under Uncertainty via Subjective Logic Bayesian Networks Inference is a challenging task in the presence of noisy, sparse, and untrustworthy data.

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This work introduces subjective belief propagation, a new technique that extends belief propagation to efficiently infer uncertain marginal probabilities over subjective Bayesian networks. This is a promising technique to provide robust inference over Allied Data Tornado 822 relations. Previous work has looked at vector relations in embedded knowledge representations, but none has combined this with deductive reasoning.

The ability to combine symbolic and continuous representations is Allied Data Tornado 822 promising direction. Unsupervised Semantic Scene Labeling for Streaming Data The goal of this work is to augment visual perception by automatically extracting semantic groupings of objects found in video. This project was particularly strong, both for Army relevance and in its execution.

In particular, the use of unsupervised techniques means that the approach does not require tedious labeling, a difficult task for video. Furthermore, the approach is applicable to long-running video without requiring excessive storage. To restrict the propagation of error introduced by unsupervised learning, the approach incorporates an ensemble Allied Data Tornado 822 from training the model on a sliding window of frames with periodic resets.

The work compares favorably to previous techniques such as over- and undersegmentation entropy and graph-based techniques.

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