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Development of a multi platform application designed to allow the web access flow of any kind of data but keep the things simple, customizable and secure.
The Annotation Graph Schema API aims to aid developers in the creation and querying
of Annotation bases where the use of XML-based tools is needed. It is easily integratable with any persistent representation and has a flexible in-memory model.
The class libraries here provide infrastructure for creating simulations of low energy nuclear physics experiments, as well as some useful working programs that do simple simulations and analysis of experiments performed with magnetic spectrographs.
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Kaph provides a portable (written in Java) method by which to display and guide users through multiple-subject research surveys. Configuration is handled via XML files. Support for a wide range of types of questions is provided.
Annotated Gel Markup Language is a simple markup language that is being proposed to markup data obtained by 2D gel electrophorosis.The goal of AGML is to enable proteomics research move into the browsing mode of searching through existing databases.
A Java-based client-server architecture for processing network intrusion detection data. The server receives XML alerts from Snort sensors buffers them for review by clients. The console provides a real-time view of IDS activity.
SNARLI (Simple Neural ARchitecture LIbrary) is a Java package containing a back-prop layer class and classes for the Self-Organizing Map and Incremental Growing Grid. The back-prop class supports sigma-pi connections and back-prop-through-time.
XMLA Processor is a set of Java classes that allows for generic access to XML/A services. It also provides a generic Multidimensional Data Structure for manipulation of the resulting MDX queries.
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HyperSpider (Java app) collects the link structure of a website. Data import/export from/to database and CSV-files. Export to Graphviz DOT, Resource Description Framework (RDF/DC), XML Topic Maps (XTM), Prolog, HTML. Visualization as hierarchy and map.
A java based neural network framework. The Auratus network is built around an XML messaging system, allowing for a complete MVC design. Additionally, Auratus networks are constructed and at the node/edge level, allowing for advanced topologies.
A fast, simple method of establishing musical genre of arbitrary compressed audio files calculated by comparisons with training sets. Program currently consists of a java console program. GUI front end, algorithm upgrades to come.
Java port and extension of MLC++ 2.0 by Kohavi et al. Currently contains ID3, C4.5, Naive (aka Simple) Bayes, and FSS and CHC (genetic algorithm) wrappers for feature selection. WEKA 3 interfaces are in development.
Who (or what) is connected to whom (or what), seems to be a fundament question in every complex system. That’s why research in Complex Networks became a focus of special attention.
UGLi ML: The Undirected Graphical Library for Machine Learning. Easy, agile learning and inference from structured/relational data using Markov Networks and Conditional Random Fields.
ScenConnect shows scenarios as networks of situation and event tag sets, for fast comparisons. It links scenarios to tags, scores, and other metadata, creating situationals suitable for search, mining, machine learning, and planning.
A rather simplejava program for parsing plain text files (generally in large numbers), which should then offer frequency statistics of usage, graphs, full-text search and maybe something more.