Alexander Ororbia Headshot

Alexander Ororbia

Assistant Professor
Department of Computer Science
Golisano College of Computing and Information Sciences

585-475-2622
Office Location

Alexander Ororbia

Assistant Professor
Department of Computer Science
Golisano College of Computing and Information Sciences

585-475-2622

Areas of Expertise

Currently Teaching

CSCI-736
3 Credits
The course will introduce students into the current state of artificial neural networks. It will review different application areas such as intrusion detection and monitoring systems, pattern recognition, access control and biological authentication, and their design. The students will be required to conduct research and analysis of existing applications and tools as well as to implement a course programming project on design of a specified application based on neural networks and/or fuzzy rules systems.
CSCI-635
3 Credits
This course offers an introduction to supervised machine learning theories and algorithms, and their application to classification and regression tasks. Topics include: Mathematical background of machine learning (e.g. statistical analysis and visualization of data), neural models (e.g. Convolutional Neural Networks, Recurrent Neural Networks), probabilistic graphical models (e.g. Bayesian networks, Markov models), and reinforcement learning. Programming assignments are required.

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