Deng, Junning Lijffijt, Jefrey Kang, Bo De Bie, Tijl

This paper introduces an approach to find motifs in time series that are \emph{subjectively interesting}. That is, the aim is to find motifs that are surprising given an informative background distribution, which may for example correspond to the prior knowledge of a user of the tool. We quantify this surprisal using information theory, and more pa...

Maynou, Joan Pairó, Erola Marco, Santiago Perera, Alexandre
Published in
BMC Bioinformatics

BackgroundThe detection of regulatory regions in candidate sequences is essential for the understanding of the regulation of a particular gene and the mechanisms involved. This paper proposes a novel methodology based on information theoretic metrics for finding regulatory sequences in promoter regions.ResultsThis methodology (SIGMA) has been teste...

Grossi, Roberto Menconi, Giulia Pisanti, Nadia Trani, Roberto Vind, Søren Juhl

Genomic Analysis, Plagiarism Detection, Data Mining, Intrusion Detection, Spam Fighting and Time Series Analysis are just some examples of applications where extraction of recurring patterns in sequences of objects is one of the main computational challenges. Several notions of patterns exist, and many share the common idea of strictly specifying s...

Grossi, Roberto Menconi, Giulia Pisanti, Nadia Trani, Roberto Vind, Søren Juhl

Genomic Analysis, Plagiarism Detection, Data Mining, Intrusion Detection, Spam Fighting and Time Series Analysis are just some examples of applications where extraction of recurring patterns in sequences of objects is one of the main computational challenges. Several notions of patterns exist, and many share the common idea of strictly specifying s...

Grossi, Roberto Menconi, Giulia Pisanti, Nadia Trani, Roberto Vind, Søren Juhl

Genomic Analysis, Plagiarism Detection, Data Mining, Intrusion Detection, Spam Fighting and Time Series Analysis are just some examples of applications where extraction of recurring patterns in sequences of objects is one of the main computational challenges. Several notions of patterns exist, and many share the common idea of strictly specifying s...

Grossi, Roberto Menconi, Giulia Pisanti, Nadia Trani, Roberto Vind, Søren Juhl

Genomic Analysis, Plagiarism Detection, Data Mining, Intrusion Detection, Spam Fighting and Time Series Analysis are just some examples of applications where extraction of recurring patterns in sequences of objects is one of the main computational challenges. Several notions of patterns exist, and many share the common idea of strictly specifying s...

Grossi, Roberto Menconi, Giulia Pisanti, Nadia Trani, Roberto Vind, Søren Juhl

Genomic Analysis, Plagiarism Detection, Data Mining, Intrusion Detection, Spam Fighting and Time Series Analysis are just some examples of applications where extraction of recurring patterns in sequences of objects is one of the main computational challenges. Several notions of patterns exist, and many share the common idea of strictly specifying s...

Grossi, Roberto Menconi, Giulia Pisanti, Nadia Trani, Roberto Vind, Søren Juhl

Genomic Analysis, Plagiarism Detection, Data Mining, Intrusion Detection, Spam Fighting and Time Series Analysis are just some examples of applications where extraction of recurring patterns in sequences of objects is one of the main computational challenges. Several notions of patterns exist, and many share the common idea of strictly specifying s...

Grossi, Roberto Menconi, Giulia Pisanti, Nadia Trani, Roberto Vind, Søren Juhl

Genomic Analysis, Plagiarism Detection, Data Mining, Intrusion Detection, Spam Fighting and Time Series Analysis are just some examples of applications where extraction of recurring patterns in sequences of objects is one of the main computational challenges. Several notions of patterns exist, and many share the common idea of strictly specifying s...

Grossi, Roberto Menconi, Giulia Pisanti, Nadia Trani, Roberto Vind, Søren Juhl

Genomic Analysis, Plagiarism Detection, Data Mining, Intrusion Detection, Spam Fighting and Time Series Analysis are just some examples of applications where extraction of recurring patterns in sequences of objects is one of the main computational challenges. Several notions of patterns exist, and many share the common idea of strictly specifying s...