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I am a member of the Text Analysis and MAchine LEarning (TAMALE ) laboratory. My research focuses on machine learning, data mining and their applications.
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Privacy-Sensitive
Information flow with JML |
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Privacy in Data
Mining Using Formal Methods |
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Privacy-oriented Data
Mining by Proof Checking |
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PEEP - An Information
Extraction based approach for Privacy Protection in Email |
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Privacy - Preserving
Collaborative Association Rule Mining |
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Privately Mining
Association Rules |
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Privacy Compliance
Enforcement in Email |
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Mining Software
Change Repository of a Legacy Telephony System |
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Applying data mining
to software maintenance records |
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Supporting Software
Maintenance by Mining Software Update Records |
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Machine learning
method for software quality model building |
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E-mail Classification
with Temporal Features |
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Case Authoring from
Text and Historical Experiences |
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Email Classification
with Co-Training |
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Feature Engineering
for Text Classification |
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A Dynamic Approach to
Dimensionality Reduction in Relational Learning |
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Feature Selection and
Inductive Logic Programming |
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Inferring and
revising theories with confidence data mining the 1901 Canadian census |
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Functional Annotation
of Genes Using Hierarchical Text Categorization |
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Hierarchical Text
Categorization as a Tool of Associating Genes with Gene Ontology Codes |
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Functional genomics
by means of hierarchical text categorization |
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A formal approach to
using data distributions for building causal Polytree structures |
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A Dynamic Approach to
Dimensionality Reduction in Relational Learning |
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Data Mining for
Prediction of Aircraft Component Failure |
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Machine Learning for
the Detection of Oil Spills in Satellite Radar Images |
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The Software for
Cultures and the Cultures in Software |
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Experiments with
learning Parsing Heuristics |