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Filtering by: Committee Member Fern, Alan Resource Type Capstone Project Rights Statement In Copyright

A tool for visualizing sequence alignments and associating annotations

Creator:

Zhang, Wenpeng

Abstract:

Alignment of genomic sequences from different species is becoming an increasingly powerful method in biology, and is being used for many purposes. The result of sequence alignments is a list of pairs of matched locations between the pattern string and the text string. However, without any proper visualization tools to...

Resource Type:

Capstone Project
Detecting Anomalies in Object Appearance and Motion Dynamics

Creator:

Alotaibi, Mazen

Abstract:

Machine common sense remains a broad, potentially unbounded problem in AI. Our focus is to move toward AI systems that can develop common-sense reasoning similar to humans to detect anomalies. In particular, we study the problem of detecting the violation of expectations when object appearance or motion dynamics change from...

Resource Type:

Capstone Project
Collaborative Online Learning For Join Processing

Creator:

Xie, Mian

Abstract:

Relational binary operators, such as join, are arguably the most costly and frequently used operations in relational data systems. In many join algorithms, the majority of the process time is spent on scanning and attempting to join the parts of the relations that do not satisfy the join condition and...

Resource Type:

Capstone Project
Efficient Incremental Panorama Reconstruction from Multiple Videos

Creator:

Feng, Zhongyuan

Abstract:

Constructing a panorama from a set of videos is a long-standing problem in computer vision. A panorama represents an enhanced still-image representation of an entire scene captured in a set of videos, where each video shows only a part of the scene. Importantly, a panorama shows only the scene background,...

Resource Type:

Capstone Project