In this work, the authors present an internet-based remote supervision system of industrial processes that incorporates powerful data and knowledge visualization tools based on self-organizing maps (SOM).
In the near future, more functions and analysis tools will be supported in IntPath--for example, clustering algorithms for microarray studies using the IntPath data as background knowledge, visualization tools of interaction and relationship, more powerful algorithms to identify pathways given user-specified input gene lists, and more API functions.
Virmani continued, "Visualizing the data is just as important as being a good statistician, so the effective data scientist will have knowledge of some visualization tools and frameworks to, again, help them tell a story with the data.
In addition, visualization tools based on the knowledge plot concept would allow integration of in vitro, in vivo, clinical, efficacy, and safety data in order to enable scientific and informed decision-making in various stages of drug development.
Next-generation visualization tools should be able to extract, combine and analyze knowledge and deliver it in a meaningful and sensible way.
atBioNet leverages existing knowledge from seven publicly available PPI databases and adds powerful network analysis and visualization tools.
With Attivo's system, knowledge about an attack is gathered safely within its built-in sandbox and its attack visualization tools can help an organization quickly gain actionable threat intelligence.
Using advanced digital design, modeling, and visualization tools, the 9-week course, which runs on the edX platform, combines technical knowledge with strategies for implementing and evaluating new product designs and operational practices using AM.
Genomics Portals platform integrates access to an extensive knowledge base and a large database of human, mouse, and rat genomics data with basic analytical visualization tools.
Both challenges require the development of highly interactive and comprehensive visualization tools that can guide researchers through a complex sea of data and information for knowledge discovery.
CyanOmics contains a user-friendly interface, a well-designed database structure, enhanced visualization tools, and it provides several convenient operations, all easy for researchers to use, even those with little knowledge of bioinformatics.
