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Selecting a representative vector for a set of vectors is a very common requirement in many algorithmic tasks. Traditionally, the mean or median vector is selected. Ontology classes are sets of homogeneous instance objects that can be converted to a vector space by word vector embeddings. This study proposes a methodology to derive a representative vector for ontology classes whose instances were...
Protein function annotation is vital for identifying disease causative factors and for solving mysteries behind biological system complexities. As manual annotation requires costly and laborious in vitro methods, in silico protein function prediction is preferred nowadays. According to literature, one in five yeast mitochondrial proteins are known to be human disease related. This paper presents a...
This paper presents an algorithmic tool that was used to create panels of experts for the synoptic assessment of a software engineering project course that is targeted towards fostering innovation and creativity in software engineering students. Synoptic assessments succeed with the ability to formulate expert evaluation panels. Yet many industry experts are busy professionals, and hence, the process...
We present the design of a software engineering project course targeted towards fostering innovation and creativity and in instilling a sense of software engineering rigor in students. The discussion includes our experiences in conducting this course over the past three years for the students following the Bachelor of Engineering (Honors) degree program in the Department of Computer Science and Engineering...
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