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UMBC Electronic Theses and Dissertations
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UMBC Electronic Theses and Dissertations
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UMBC Electronic Theses and Dissertations
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Kynurenic Acid, Learning and Memory: The Glutamate Connection
Potter, Michelle Cathriona
Biological Sciences;
Biology, Neuroscience (0317); Kynurenic Acid; Glutamate; Learning and Memory
2008-08-21;
Learning the Structure of Hyperedge Replacement Graph Grammars
Berrios, David Hyon
Computer Science and Electrical Engineering;
hyperedge replacement; context-free graph grammar; graph mining; Computer Science (0984)
2008-02-12;
Data Clustering with a Relational Push-Pull Model
Anthony, Adam Paul
Computer Science and Electrical Engineering;
Computer Science (0984); relational clustering; generative model; statistical relational learning
2007-07-12;
Transfer in the Context of Reinforcement Learning Mapping Q-tables
Ray, Soumi
Computer Science and Electrical Engineering;
Computer Science (0984)
2007-07-12;
Using Expert Traces to Reduce Training Time in Reinforcement Learning
Goldfinger, Joel David
Computer Science and Electrical Engineering;
Computer Science(0984); Reinforcement Learning; Reward Shaping
2008-08-19;
Improved Information Retrieval through Set-based Preference Learning
Montminy III, Joseph Clarence
Computer Science and Electrical Engineering;
Computer Science (0984);Information Retrieval; Preference Learning; Set-based Preference Learning
2008-08-21;
Feature-Based Local Policy Reinforcement Learning
Feltenberger, David P.
Computer Science and Electrical Engineering;
2d images; artificial intelligence; growing neural gas; local policy; neural network; reinforcement learning
2009-01-01
Feature Extraction from Images of Mass Disaster Victims
Chhaya, Niyati H.
Computer Science and Electrical Engineering;
Feature extraction; Image processing; Machine learning; Pattern recognition
2010-01-01
T2LD - An automatic framework for extracting, interpreting and representing tables as Linked Data
Mulwad, Varish
Computer Science and Electrical Engineering;
entity linking; human language technology; information retrieval; linked data; Semantic Web
2010-01-01
PADMINI: A Peer-to-Peer Distributed Data Mining System for Astronomy Researchers
Mahule, Tushar Pradeep
Computer Science and Electrical Engineering;
data mining; distributed; p2p
2010-01-01
Clustering short status messages: A topic model based approach
Karandikar, Anand
Computer Science and Electrical Engineering;
clustering; social media; topic models; Twitter
2010-01-01
Learning By Reading: Automatic Knowledge Extraction through Semantic Analysis
English, Jesse Cole
Computer Science and Electrical Engineering;
language learning; machine learning; nlp
2010-01-01
Stochastic Graph Grammars: Parameter Learning and Applications
Mukherjee, Sourav
Computer Science and Electrical Engineering;
Applications of Graph Grammars; Graph Grammar; Graph Mining; Parameter Learning; Relational Data Mining; Stochastic Graph Grammar
2010-01-01
Discovering and Characterizing Hidden Variables in Streaming Multivariate Time Series
Ray, Soumi
Computer Science and Electrical Engineering;
Hidden variables; Linear Dynamical systems; Machine Learning; Neural Networks; Theoretical entities
2010-01-01
Towards Relational Theory Formation from Undifferentiated Sensor Data
Pickett, Marc Joseph
Computer Science and Electrical Engineering;
Artificial Intelligence; Concept Formation; Developmental Robotics; Machine Learning; Neural Modeling; Unsupervised Learning
2011-01-01
Detection of unsafe actions in laparoscopic cholecystectomy videos
Lahane, Ashwini Chandrakant
Computer Science and Electrical Engineering;
healthcare; laparoscopic cholecystectomy; machine learning; Situation awareness; video analysis
2011-01-01
Identifing and Isolating Text Classification Signals from Domain and Genre Noise for Sentiment Analysis
Martineau, Justin Christopher
Computer Science and Electrical Engineering;
Domain Adaptation; Machine Learning; Natural Language Processing; Sentiment Analysis
2011-01-01
Mining Commonsense Knowledge from the Web: Towards Inducing Script-like Structures From Large-scale Text Sources
Kasch, Niels
Computer Science and Electrical Engineering;
Commonsense knowledge; Concept Modeling for Scripts; Schank; script-like structures; topic-driven; topic-specific corpus
2012-01-01
Multivariate Time Series Analysis of Physiological and Clinical Data
Ordonez, Patricia
Computer Science and Electrical Engineering;
biomedical informatics; classification; clinical informatics; data visualization; multivariate time series
2012-01-01
Coronary Heart Disease Prediction:A Data Mining Approach
DAS, SOMA
Computer Science and Electrical Engineering;
2012-01-01
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