BENEFICIARIES

  • MAIN
  • ISTITUTO DI RICERCHE FARMACOLOGICHE MARIO NEGRI
  • ISTITUTO SUPERIORE DI SANITÀ
  • FEDERAZIONE NAZIONALE DELL’INDUSTRIA CHIMICA
  • POLITECNICO DI MILANO, DIPARTIMENTO DI ELETTRONICA E INFORMAZIONE
  • KnowledgeMiner Software Frank Lemke
KNOWLEDGEMINER SOFTWARE FRANK LEMKE
 KnowledgeMiner Software

KnowledgeMiner Software is a privately held company in the field of research, consulting, development, and application of unique self-organising, inductive, statistical learning modelling and knowledge discovery technologies for more than 14 years. The company is the developer of the KnowledgeMiner® software package, a distinguished commercial self-organising modelling and knowledge extraction from data tool. It implements a unique and innovative set of high-performance parallel algorithms for modelling, validation, and workflow processing of complex, high-dimensional systems to allow knowledge extraction from noisy data in a most objective, automated, and fast way. It has been applied in various fields like economics, ecology, medicine and sociology, biotechnology, and life sciences. Some of more recent projects include:

Another area KnowledgeMiner has been working in is virtual screening of bioassay data by QSAR modelling approaches. Contributing to two EU funded research projects (DEMETRA, CAESAR) the goal is to model and predict toxicity and ecotoxicity of chemical compounds by mathematical models to be used especially within the European legislative assessment process (REACH) to reduce costs, time, and to save the lives of animals. This also makes these models increasingly interesting to pharmaceutical and other companies of chemical industry.

KM is responsible for the following actions: ACTION 4: List of (Q)SAR models for the ecotoxicological, toxicological and environmental endpoints for REACH, and their review

 
beneficiaries