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The first scientific publication involving Just Add Data Bio (JADBio), our predictive analytics tool and the successor of BioSignature Discoverer, appeared today on the prestigious journal Scientific Reports. In this work JADBio provides a classifier able to predict secreted protein from information from their mature regions. Check the online paper for more info: link to paper
On the 14th of August 2017 Prof. Tsamardinos will give an invited talk at the 2017 ACM SIGKDD Workshop on Causal Discovery. Title: “Advances in Causal-Based Feature Selection” The talk will illustrate the past and explore the future of feature selection algorithms based on Causal Discovery theory. These algorithms allow the identification of the predictors,[…]
Job Announcement Job Description Gnosis Data Analysis is a University of Crete spin-off SME providing software and consultant services for advanced data analytics. We are currently looking for an artificial intelligence developer to strengthen our personnel. As an artificial intelligence developer, you will lead the effort of building an artificial intelligence system on software applications[…]
Job Announcement Job Description Gnosis Data Analysis is a University of Crete spin-off SME providing software and consultant services for advanced data analytics. We are currently looking for a data analyst to strengthen our personnel. As a data analyst, you will lead various data analysis projects our company is involved in. The candidate should be[…]
Job Announcement Job Description Gnosis Data Analysis is a University of Crete spin-off SME providing software and consultant services for advanced data analytics. We are currently looking for a scientific programmer to strengthen our personnel. As a scientific programmer, you will assist in the realization of software applications for (big) data analysis and provide data[…]
Gnosis DA is involved in an initiative aiming at producing predictive tools for assessing the risk of committing suicide in individual patients treated in mental services. These tools will help clinicians in prioritizing their intervention on cases at high risks. During the project Gnosis DA will use state-of-the-art techniques from artificial intelligence and data analysis[…]
In the last few months we have concentrated our efforts in developing a new tool for predictive analytics. While the tool is still under active development, we are already applying it to challenging scientific tasks and the first publication sprouting from this activity has just been submitted! Stay tuned for further news.
A recent publication on BMC Bioinformatics employs BioSignature Discoverer for identifying biomarkers characterizing leaf senescence in sunflower plants. The biomarkers allow a net separation across the senescence stages of the plants, and were identified by integratively analyzing transcriptomics and metabolomics information. The original publication is now available at BMC Bioinformatics website: http://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-016-1045-2 BioSignature Discoverer page:[…]
Gnosis personnel will participate to the KDD2016, the prestigious ACM SIGKDD Conference on Knowledge Discovering and Data Mining. KDD is the event of reference for applied data mining, particularly business and industrial applications. Prof. Tsamardinos and PhD candidate Giorgos Borboudakis will present ETIO, a novel method for identifying causal relationships by integrating heterogeneous data. The[…]
The Patras Innovation Quest (Patras IQ) is held in Patras from the 15th to the 17th of April 2016: http://www.patrasiq.gr/ Innovating companies and universities from the whole Greece will expose their latest products and research results Check out the University of Crete booth!
Founded in 2013, Gnosis Data Analysis (Gnosis DA) is a University of Crete spin-off located in Heraklion, Crete, Greece.
Our mission: empowering companies and research institutions with powerful data analysis solutions and services.
Our personnel has a long experience in advanced statistics and machine learning, particularly in Predictive Analytics and Causal Analysis.
Predictive analytics: trends hidden in the data can predict the future evolution of markets, sale or more. Mathematical modelling and machine learning unveils these trends and enable prediction.
Causal Analysis: predicting what will happen is often not enough; sometimes the goal is to control future events. Discovering causal relationships in your data through causal analysis enables targeted interventions.
Products & Services
BioSignature Discoverer (BioSD) is a software plugin for the CLCbio bioinformatics platform. BioSD allows to discover the minimal sets of molecular quantities that are maximally predictive for a given outcome in high-throughput, omics data.
Find which genes are associated with Alzheimer, which metabolites predict crop quality, or which methylation patterns predict cancer survival: reliably, quickly, easily.
Gnosis DA offers a complete spectrum of data-analysis services, providing support in all phases of a scientific or business analytics study
"To call in the statistician after the experiment is done may be no more than asking him to perform a post-mortem examination: he may be able to say what the experiment died of."
—R.A. Fisher, 1938
Realizing a scientific study requires to careful plan the experiments to perform, including selecting the most appropriate sampling-methodology, an accurate estimation of the needed sample size, and the identification of the statistical methods that are more suitable for confirming / rejecting the hypotheses of the study.
Gnosis DA assists researchers in all phases of their scientific work: experimental design, data-collection quality control, interpretation, visualization and analysis of the final results.
Business Intelligence can tell you "what is going on", reporting metrics and statistics on various aspects of your business performance. Business Analytics takes a step further, by turning these data in information and insight for better supporting decision-making.
Contact Gnosis DA for a consultancy regarding how Business Analytics can boost your activity.
The HUNT project
The Cancer-Biomarkers in HUNT is a discovery study aiming to identify molecular signatures for early detection of lung cancer.
Resulting signatures will be incorporated in easy-to-use clinical tests for early diagnosis of lung cancer (while the disease is still asymptomatic).
The effort is led by the Norwegian University of Science and Technology (NTNU), with the participation of an international consortium.
Gnosis DA contributes to the project with experience in data-analysis and biostatistics, performing the analysis necessary for the identification of the predictive biomarker signatures.