• A new frontier in novelty detection : Pattern recognition of stochastically episodic events 

      Bellinger, Colin; Oommen, B. John (Lecture Notes in Computer Science; no. 6591, Chapter; Peer reviewed, 2011)
      A particularly challenging class of PR problems in which the, generally required, representative set of data drawn from the second class is unavailable, has recently received much consideration under the guise of One-Class ...
    • On the pattern recognition and classification of stochastically episodic events 

      Bellinger, Colin; Oommen, B. John (Lecture Notes in Computer Science; 7190;, Chapter; Peer reviewed, 2012)
      Researchers in the field of Pattern Recognition (PR) have traditionally presumed the availability of a representative set of data drawn from the classes of interest, say ω 1 and ω 2 in a 2-class problem. These samples are ...