Search Results for "summarize"

...In a way, this is similar to clustering but not really a clustering algorithm since there is some training involved. The summarizer from Classifier4J has been adjusted to accept two inputs (lets call them A and B). Then, the summarizer gets trained with A to summarize a document B, and vice versa. This extracts a relevant structure for both documents (and thus avoids the over-training) which are then compared using the Vector-Space analysis to give a range of belonging of one document to another (and thus avoids the shortage of information). This method can be used to create the user-defined classes by merging texts of certain categories and then to calculate the relevant distances between the documents, but this is not necessary.

...Our approach works for the de facto standard alignment format (i.e., BAM) compression that is the pressing need at present. We align new sequences to a reference sequence using SOAP3, a GPU-based aligning software, and summarize mapping properties and information for exact mapped reads. To increase the exact aligning rate, we also realign the approximately mapped and unmapped reads by changing the reference sequence or shortening the read length. Meanwhile, we further the study using “lossy” quality values through k-means clustering scheme and find its minute effect on downstream applications. ...

...The program can read a gpx-file and calculate basics information such as: - overall and moving time - distance (km), - average and max speed - time, km uphill and downhill It automatically classifies the acitvity as hiking, MTB or race bike. Each track information can be added to a Sqlite database. The program can display all information of the database and summarize it by activity.

... * tblmap: per-line ("map") computation: derive columns through an expression, delete, reorder, filter rows. * tblred: compute ("reduce") aggregations (e.g., sum, average) over groups defined by key columns. * tbldesc: Summarize columns in file (e.g., proportion of character/numeric values, min/mean/median/max, missing values, correlation with a target column). * tbljoin: Relational join without the need of pre-sorting and column matching. * ... See HostedApps/MediaWiki for examples.

TextMine is for the Perl hacker who is grappling with the problems of managing unstructured text from various sources. You can use these text mining tools to search the Web, index text, extract entities, categorize your e-mail, and summarize documents.

StatGen uses information from a genetic distance matrix or a newick tree to summarize the sequence variation within or between groups of sequences with summary statistics and produce graphical reports of those statistics.

emXML is a standard for archiving and processing Eye Movement data; it also comes with a set of tools to convert, visualize, edit, and summarize Eye Movement data.

The SoftChange project will create software to summarize and analyze software changes in CVS repositories and defect tracking systems (Bugzilla/GNATS).