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Following are some of the major results obtained in the area
of Syntactical Pattern Recognition.
- Have used the theory of optimal and information theoretic syntactic pattern recognition for peptide classification.
(Proc. PRIB 2009, Pat. Rec. 2010).
- Have derived the formal theory for sequence-based estimators
of binomially generated sequences
(Proc. S+SSPR 2006, Pat. Rec. 2007).
This talk was a Plenary/Keynote Talk of the Conference.
- Have devised extremely efficient AI-enhanced trie-based
syntactic pattern recognition schemes
(IEEE T:SMC 2006, Proc. ICAPR 2005).
These results were presented as a plenary talk at the conference in Bath, UK. The results are also patent protected.
- Have devised an efficient look-ahead trie-based syntactic pattern recognition scheme
(PAA 2006, Proc. CORES 2005, ).
- Have devised a fast trie-based syntactic pattern recognition scheme of strings, using the ``Linked List of Prefixes'' data structure (PAA 2007, Proc. S+SSPR 2004).
- Have devised the only known solution for the recognition
of noisy subsequence trees
(IEEE T:PAMI 2001).
This result has been patented.
- Have used parametric string edit distances and vector quantization for designing (training and testing) syntactic pattern classifiers
(IEEE T:SMC 1999).
- Have also generalized the results of 1997 and developed a formal theory for optimal and information theoretic syntactic pattern recognition for traditional and generalized transposition syntactic errors.
- Have proposed a formal theory for optimal and information
theoretic syntactic pattern recognition for traditional syntactic errors.
This result won the Honorable Mention of the Year Award
(Pat. Rec. 1998).
- Have solved the problem of sequence correction when
the sequences and subsequences also contain arbitrary generalized (i.e., noisy) transposition errors
(Pat. Rec. 1997).
- Have proposed the only known solution to the problem of
correcting noisy subsequences. An improved algorithm for achieving
was also published later by myself and Mr. Floyd
(IEEE T:PAMI 1987).
- Have proposed the only known solution to the
constrained string editing problem
(Inf. Sci 1985).
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