The Workshop on Emerging Research Opportunities at the Intersection of Statistics and Internet Measurement was held in January 2023 at Boston University. The goal of the workshop was to bring together Internet measurement ...

The presence of bugs in deployed software can lead to great economic and or human cost. One strategy for mitigating these losses is to prove the functional correctness of programs---or sometimes aspects of a program's ...

Three things are fundamentally true about software: (i) every day that passes we, as a society, generate more software (more code, more documentation, and more software-related artifacts of all kinds), (ii) it is easier ...

The XGBoost has been an extremely popular and effective machine learning method which gained its fame throughwinning multiple Kaggle competitions. One of its strengths lies in parallel processing which makes the ...

The project introduce a simplified model to justify whether global warming is truly an issuein the current society. Student will first intensify their knowledge aboutBasis Matrix– itsconstruction and its application to the ...

In this paper, we analyze the classic US Adult Income Dataset using logistics regression and random forest to analyze potential factors that contribute to income bias for the 50Kincome bracket(income ≥ 50K per year). Using ...

Adverse weather conditions in winter have significant impacts on crash occurrences and risks. Human drivers can adjust driving styles based on the context information of the surrounding traffic and environments. Similar ...

This paper introduces a new semantic approach for yelp review star rating prediction. Our approach extracts feature vectors from user reviews to develop star prediction models. User review text contains detailed information ...

In this review, several innovative methods and the associated system were created for agriculture navigation, mapping, object detection, and related vehicles technologies. Based on the experiences with these applications, ...

The demand for high-quality images has been greater in computer graphics and computer vision. Image-based rendering is playing bigger roles in video games, for instance. Rather than creating the whole physical world from ...