#early-warning

Ontonix has published an article entitled “Quantitative Complexity Theory (QCT) in Integrative Analysis of Cardiovascular Hemodynamic Response to Posture Change” in Life as part of the Special Issue Mathematical Methods and Data Analysis in Health and Biomedical Sciences and is available online: Website: https://www.mdpi.com/2075-1729/13/3/632 Life is an international, peer-reviewed, open…

Examples of how Artificial Intuition generates Early Warnings

In the past few days we have witnessed the collapse of the Luna cryptocurrency and tis associated TerraUSD (UST) stablecoin, burning billions of dollars. The chart below shows the evolution of the price of Luna. Funny that a stablecoin – designed to provide stability – has almost suddenly lost 100% of its value. Image source. We don’t normally monitor cryptocurrencies but, given the above…

QCM Early-warning Technology now available on DynaGATE 10-12 gateway

The DynaGATE 10-12 is a Multi-service IoT Edge Gateway that has been designed to deliver LTE connectivity with 2G/3G fallback to automotive and lightly rugged applications. Based on the TI AM335x Cortex-A8 (Sitara) processor family, with 1GB of RAM, 8GB of eMMC and a user-accessible microSD slot, the DynaGATE 10-12 is a low power gateway suitable for demanding use cases: it supports a 9 to 30V…

Predicting Anomalies Before they Happen seems Impossible. Until it is not.

The understanding of physics and physical processes and transformations makes it possible to identify precursors of anomalies, not just anomalies. Clearly, there are anomalies which are sudden and which do not produce precursors. In such cases, all one can do is to recognize the existense of the anomaly as quickly as possible and try to limit the damage. However, in anomalies having endogenous…

On Anomaly Types and Anomaly Detection.

Finding a problem may take days. Knowing what to fix is often not easy.

Anomaly detection, especially their early detection, is a crucial capability when it comes to operating large complex systems, processes or critical infrastructures. Because it is difficult to make highly complex systems resilient in the face of a multitude of potential often unknown hazards, it is desirable to be able to…

Over a year ago we published an article showing how complexity can anticipate epileptic seizures. Since then our R&D has produced new complexity metrics. One such metric, designated as Cn3, has been applied recently to the same eplieptic seizure problem in the cited blog, as well as to earthquake data.

Conventional complexity anticipates seizure, as shown in the figure below.

The red dashed…

Complexity-Based Early-Warnings in Defaulting Companies

The search for early-warning signs is one of the key issues for decision makers. The advantages of knowing in advance the evolution towards critical situations are obvious.

Complexity is a new and powerful indicator that quantifies the degree of sophistication and governability of a business and which impacts its Resistance to Shocks[1](RtS). Both complexity and  RtS indicators establish a…