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