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Physical Sciences and Mathematics Commons

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Master's Projects

Theses/Dissertations

2019

Unsupervised learning

Articles 1 - 2 of 2

Full-Text Articles in Physical Sciences and Mathematics

Using Computer Vision To Quantify Coral Reef Biodiversity, Niket Bhodia May 2019

Using Computer Vision To Quantify Coral Reef Biodiversity, Niket Bhodia

Master's Projects

The preservation of the world’s oceans is crucial to human survival on this planet, yet we know too little to begin to understand anthropogenic impacts on marine life. This is especially true for coral reefs, which are the most diverse marine habitat per unit area (if not overall) as well as the most sensitive. To address this gap in knowledge, simple field devices called autonomous reef monitoring structures (ARMS) have been developed, which provide standardized samples of life from these complex ecosystems. ARMS have now become successful to the point that the amount of data collected through them has outstripped …


Network Alignment In Heterogeneous Social Networks, Priyanka Kasbekar May 2019

Network Alignment In Heterogeneous Social Networks, Priyanka Kasbekar

Master's Projects

Online Social Networks (OSN) have numerous applications and an ever growing user base. This has led to users being a part of multiple social networks at the same time. Identifying a similar user from one social network on another social network will give in- formation about a user’s behavior on different platforms. It further helps in community detection and link prediction tasks. The process of identifying or aligning users in multiple networks is called Network Alignment. More the information we have about the nodes / users better the results of Network Alignment. Unlike other related work in this field that …