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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

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UCI KDD Archive

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  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

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