1 / 3

UCI KDD Archive

UCI KDD Archive. University of California at Irvine http://kdd.ics.uci.edu. Research Titles. Combination of Classifiers Bagging, Boosting, Adaboost , Random subspace, Random forest Random projection; Stable random projection Non-linear Classifiers Decision Trees, RBF Clustering

roy
Télécharger la présentation

UCI KDD Archive

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. UCI KDD Archive • University of California at Irvine • http://kdd.ics.uci.edu

  2. Research Titles • Combination of Classifiers • Bagging, Boosting, Adaboost, Random subspace, Random forest • Random projection; Stable random projection • Non-linear Classifiers • Decision Trees, RBF • Clustering • Different approaches, Applications, Validity, Stability, Diversity, ensembles • On-line clustering, time – series clustering, clustering tendency, applications • Spectral Clustering; BIRCH; CURE, Chameleon, NCUT • Support Vector Machines • Relevance Vector Machines (RVM); • Density estimation • Baysian networks, Dependence Tree • Optimal kernel estimation • Applications • Biometric • Face, Iris, Signature, Fingerprint, gait • Intrusion detection, data mining, anomaly detection • Validation • Active Learning; Instance Learning

  3. Research Titles • Feature selection & extraction • Using information theoretic approaches • Search methods • Micro – array data processing • Genomic data processing • Fractional Power Polynomial Models

More Related