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Discuss techniques for combining multiple anomaly detection
techniques to improve the identification of anomalous objects.
Consider both supervised and unsupervised cases.
With the ever-increasing use of web and social-media data, data
scientists must often perform text mining. Define and describe
text mining. Then, describe the available tools.
With cameras becoming ubiquitous, more and more companies
and agencies are leveraging image recognition—often for
security purposes. Discuss whether such applications pose
privacy threats.

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Discuss techniques for combining multiple anomaly detection te

  • 1. Discuss techniques for combining multiple anomaly detection techniques to improve the identification of anomalous objects. Consider both supervised and unsupervised cases. With the ever-increasing use of web and social-media data, data scientists must often perform text mining. Define and describe text mining. Then, describe the available tools. With cameras becoming ubiquitous, more and more companies and agencies are leveraging image recognition—often for security purposes. Discuss whether such applications pose privacy threats.