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1
Real World Cognitive Multi-Tasking and Problem Solving: A Large Scale Cognitive Architecture Simulation Through High Performance Computing-Project Casie
In: DTIC (2008)
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2
Transformative Pattern Learning
In: DTIC (2006)
Abstract: Statistical analysis of relational data is a fundamental and novel problem in machine learning and data mining. Such analysis constructs useful statistical models from data about complex relationships among people, places, things, and events. Supported by this research contract, we uncovered fundamental challenges of statistical learning and inference in relational data, we designed and implemented new languages for expressing deterministic and probabilistic dependencies in such data, we developed new algorithms for learning probabilistic models, we implemented an open-source system for knowledge discovery in relational data containing over 40,000 lines of code that has been downloaded more than 1000 times, and we evaluated the utility of those algorithms by undertaking large and realistic applications. ; The original document contains color images.
Keyword: *LEARNING; *LEARNING MACHINES; *PATTERNS; *STATISTICAL ANALYSIS; *STATISTICAL LEARNING; *TRANSFORMATIONAL GRAMMARS; ALGORITHMS; CONTRACTS; Cybernetics; INFERENCE; INFORMATION RETRIEVAL; LANGUAGE; Linguistics; MATHEMATICAL MODELS; MODELS; PE62702F; PROBABILISTIC MODELS; PROBABILITY; Psychology; RELATIONAL DATA; STATISTICS; WUAFRLEELD0118
URL: http://www.dtic.mil/docs/citations/ADA455128
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA455128
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3
Intelligence Analyst Associate (IAA) - CYC Knowledge Extraction
In: DTIC AND NTIS (2003)
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4
Leveraging Cyc for IAA
In: DTIC AND NTIS (2002)
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5
Fusion of Stochastic and Linguistic Information Using a Conditional Event Framework
In: DTIC AND NTIS (2001)
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6
Linguistic Assistant for Domain Analysis (LIDA)
In: DTIC AND NTIS (2000)
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7
Simultaneous Adaptive Co-Channel Speaker Separation
In: DTIC AND NTIS (1999)
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8
Toward Automating Intelligent Information Processing.
In: DTIC AND NTIS (1997)
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9
The Impact of a Machine-Readable Lexicon on a Principle Based Parser
In: DTIC AND NTIS (1996)
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10
Analog Hardware Description Language (AHDL).
In: DTIC AND NTIS (1996)
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11
System, Performance, and Applicability Assessment of a High-Performance Computer System.
In: DTIC AND NTIS (1995)
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12
Knowledge-Based Automatic Graph Layout.
In: DTIC AND NTIS (1995)
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13
Constructing a Lexicon from a Machine Readable Dictionary.
In: DTIC AND NTIS (1994)
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14
Two-Talker Pitch Tracking for Co-Channel Talker Interference Suppression
In: DTIC AND NTIS (1992)
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15
Spacecraft Command and control Using AI Planning Techniques. The O-Plan2 Project.
In: DTIC AND NTIS (1992)
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16
Natural Language Generation
In: DTIC AND NTIS (1992)
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17
An Evaluation Methodology for Natural Language Processing Systems
In: DTIC AND NTIS (1992)
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18
Cochannel Talker Interference Suppression
In: DTIC AND NTIS (1991)
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19
Analysis of Observation Report Databases/Knowledge Bases
In: DTIC AND NTIS (1991)
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20
A User's Guide to the TEXPLAN System
In: DTIC AND NTIS (1991)
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