Listeria monocytogenes can cause serious infection and recently, relapse of listeriosis has been reported in leukemia and colorectal cancer, and the patients with Klebsiella pneumoniae are at increased risk of colorectal cancer. Translation initiation codon recognition is basically mediated by Shine-Dalgarno (SD) and the anti-SD sequences at the small ribosomal RNA (ssu rRNA). In this research,...

This paper describes application possibilities for statistical methods and particulary hidden Markov models in the domain of sequence learning after treating the required basics. Especially the task of natural language processing is treated by elaborating on speech recognition and speech translation. Furthermore a network intrusion detection system to detect complex and coordinated Internet att...

Abstract Handwriting is one of the most frequently occurring patterns in everyday life and with it comes challenging applications such as handwriting recognition, writer identification signature verification. In contrast to offline HWR that only uses spatial information (i.e., images), online richer spatio-temporal trajectory data or inertial data). While there exist many datasets, are little a...

Sequence-to-sequence models have recently become very popular for tackling handwritten word recognition problems. However, how to effectively integrate an external language model into such recognizer is still a challenging problem. The main challenge while training deal with the corpus which usually different one used system. Thus, bias between both corpora leads incorrectness on transcriptions...