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Research Areas

Machine LearningMachine Learning

Machine learning aims to imitate and even surpass human intelligence on complicated cognitive tasks, such as recognizing objects in a photograph or understanding the spoken language...

High Performance ComputingHigh Performance Computing

High Performance Computing studies on obtaining the best utilization of the hardware at hand for large and time-critical computing tasks...

StatisticsStatistics

Statistical methods enable analysis of data that are considered to be generated from random processes. That is why, statistical methods are found in almost every study related to data analytics...

Cloud ComputingCloud Computing

The volume, variety, and velocity BigData made Cloud and computing frameworks such as Hadoop and Spark indispensible for fast and robust data analysis and management....

Optimization and Decision MakingOptimization and Decision Making

Optimization is about methods for handling decision problems. These methods involve mathematical formulations that take into account the performance criteria as well as the constraints about the problem...

Data VisualizationData Visualization

The goal of data visualization is to give users insight to complex data using the visual sensation. Until recently research has been focused on improving traditional computer interaction techniques, but lack to address collaborative work and immediate analysis start without extensive tool training...

Data MiningData Mining

With the advance in technology, it is now much cheaper to collect and store data which is one of the driving forces of data mining. Extracting valuable information from large collections of diverse raw data sources is the aim of data mining...

Data Privacy and SecurityData Privacy and Security

Many of the data analytics applications are related to people, therefore privacy and security need special attention...