ITEA is the Eureka Cluster on software innovation
ITEA is the Eureka Cluster on software innovation
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Datafors Artificial Intelligence Inc.

Datafors Artificial Intelligence Inc. was established with the support of The Scientific and Technological Research Council of Turkey (TUBITAK) and located in the Bogazici University Technopark (BUDOTEK) in Istanbul. Datafors develops decision support systems using artificial intelligence, machine learning, optimisation, advanced analytics, and software development tools to help private and public institutions make correct and effective decisions along organisation-specific goals. Datafors offers tailor-made solutions to its customers, from private businesses to government institutions, in a wide range of sectors.  

Datafors has expertise in advanced analytical techniques to reveal the future states of an existing or alternative structure or system and ascertains their probabilities. Methods frequently used in our projects include:

Non-NN Machine Learning Methods:

  • Supervised learning algorithms, such as decision trees, linear regression, logistic regression, support vector machines, ensemble methods, nearest neighbors.
  • Unsupervised learning algorithms, for example, K-means clustering and hierarchical clustering.
  • Reinforcement learning methods, such as Q-learning, SARSA, temporal differences method.

 Neural Networks, Including Deep Learning:

  • Multilayer Perceptron’s (MLPs)
  • Convolutional and recurrent neural networks (including LSTM and GRU)
  • AutoencodersGenerative adversarial networks (GANs)
  • Deep Q-network (DQN)
  • Bayesian deep learning 

 

Type
Small and Medium sized Enterprise
Country
Alt Türkiye
Website
http://datafors.com

Project participation

ITEA Call 2022
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NADIR

Natural Disaster Risk and Assessment Platform