The Knowledge and Data Engineering (KADE) lab conducts research in Data Mining, Machine Learning and Intelligent Information Processing. Recent research directions at KADE lab include robust text classification, psycho-linguistics measures for term semantics, personalised spam filtering and SMS keyword extraction. Four PhD students are associated with the lab at present. The outputs of the lab have been published in leading international conferences and journals including ICDM, CIKM, PAKDD, ICTAI, and KAIS.

Research Publications

Decision Theory for Discrimination-Aware Classification
F. Kamiran, A. Karim, and X. Zhang
IEEE International Conference on DAta Mining (ICDM), Brussels, Belgium, 2012
A Robust Discriminative Term Weighting based Linear Discriminant Method for Text Classification
K.N. Junejo, A. Karim
IEEE International Conference on Data Mining (ICDM), Pisa, Italy, Dec. 15 - 19, 2008
MIKE: An Interactive Microblogging Keyword Extractor Using Contextual Semantic Smoothing
O. A. Khan and A. Karim
Internaltional Conference on Computational Linguistics (COLING), Mumbai, India, 2012

Labs

Artificial Intelligence and Robotics

Computer Vision

Knowledge and Data Engineering Lab

Neighborhood of Emerging World Technologies

Networks and Communications Lab

Software Engineering

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