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Ian Davidson

Papers on DiSC'06


An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias

Publications


Note: Links lead to the DBLP on the Web.

Ian Davidson

Minoo Aminian , Ian Davidson: Active Learning with Partially Labeled Data via Bias Reduction. FLAIRS Conference 2005 : 810-811

Wei Fan , Ian Davidson, Bianca Zadrozny , Philip S. Yu : An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias. ICDM 2005 : 605-608

Ashwin Satyanarayana , Ian Davidson: A Dynamic Adaptive Sampling Algorithm (DASA) for Real World Applications: Finger Print Recognition and Face Recognition. ISMIS 2005 : 631-640

Ian Davidson, S. S. Ravi : Agglomerative Hierarchical Clustering with Constraints: Theoretical and Empirical Results. PKDD 2005 : 59-70

Ian Davidson, S. S. Ravi : Clustering with Constraints: Feasibility Issues and the k-Means Algorithm. SDM 2005

Ian Davidson: An Ensemble Technique for Stable Learners with Performance Bounds. AAAI 2004 : 330-335

Ke Yin , Ian Davidson: Bayesian Model Averaging Across Model Spaces via Compact Encoding. AMAI 2004

Ian Davidson, Minoo Aminian : Using the Central Limit Theorem for Belief Network Learning. AMAI 2004

Ke Yin , Ian Davidson: An Information Theoretic Optimal Classifier for Semi-supervised Learning. IDEAL 2004 : 740-745

Ian Davidson, Goutam Paul : Locating secret messages in images. KDD 2004 : 545-550

Ian Davidson, Ashish Grover , Ashwin Satyanarayana , Giri Kumar Tayi : A general approach to incorporate data quality matrices into data mining algorithms. KDD 2004 : 794-798

Ke Yin , Ian Davidson: Further Applications of a Particle Visualization Framework. PAKDD 2004 : 704-710

George Berg , Ian Davidson, Ming-Yuan Duan , Goutam Paul : Searching for Hidden Messages: Automatic Detection of Steganography. IAAI 2003 : 51-56

Ian Davidson: Visualizing Clustering Results. SDM 2002

Ian Davidson: Minimum Message Length Clustering Using Gibbs Sampling. UAI 2000 : 160-167

Arkadi Kosmynin , Ian Davidson: Using Background Contextual Knowledge for Document Representation. PODP 1996 : 123-133

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