Institutional Scholarship

Browsing Computer Science by Title

Browsing Computer Science by Title

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  • Feinberg, Jason (2016)
    The nearest neighbor problem is one of the most important problems in computational geometry. Many of the solutions to this problem suffer from the "curse of dimensionality" that makes the runtime increase exponentially ...
  • Shibulal, Shreyas (2015)
    To achieve improved real-time performance, hardware-based speech recognition systems have emerged in recent years. While past efforts have demonstrated drastic improvements over software-based speech recognition systems, ...
  • Mendelsohn, Richard (2015)
    The goal of this thesis is to create a suitable standard for evaluating lazy evaluation techniques, and to use this standard to compare existing methods of lazy evaluation in C++. For our standard we will create a rigorous ...
  • Paris, Tomas (2021)
    Recurrent Neural Networks (RNNs) are successful at modeling languages because of their ability to recognize patterns over an undefined input length using their internal memory. However, the data kept in their memory decays ...
  • Cassidy, Connor (2017)
    This paper presents a comprehensive survey of the methodologies and techniques used in opinion mining. Opinion mining, also known as sentiment analysis, refers to the use of natural language processing, text analysis, and ...
  • Zhang, Mingxuan (Kira) (2021)
    Convolutional Neural Networks (CNNs) is one of the most efficient approaches to analyze population genetics data and draw conclusions on the species' evolution. Population genetics is one approach people take to learn about ...
  • Contreras-Orendain, Luis (2021)
    For widely studied species such as humans, fruit flies, and mice, there are many sequenced genomes, but for novel species, only afew or a singular processed genome is available. Being able to study novel species is important ...
  • Rasiel, Jack (2017)
    This thesis is comprised of two primary sections: a literature review and a research contribution. In the literature review, I first introduce the problem of robotic manipulation and grasping, and give context for why it ...
  • Tien, Nora (2017)
    A literature review of the current methods of machine translation, in particular as they relate to the open problem of translating informal language.
  • Lo, Ethan (2011)
    Missing data is found in virtually every large database, and can be a significant challenge for researchers who want to create analyses on the data. Several approaches have been developed to deal with missing data, but ...
  • Wang, Alex (2017)
    The aim of this thesis is to evaluate the viability of transposition as a technique for generating new data that can be used to improve the accuracy of a chord recognition system. Transposition is the process of shifting ...
  • Walker, Alden (2007)
    Natural language communication with robots has obvious uses in almost all areas of life. Computer-based natural language interaction is an active area of research in Computational Linguistics and AI. While there have been ...
  • Ramos, Juan (2003)
    The problem of computers understanding and communicating with humans using natural languages such as English is a complicated task with many details to examine and explore. The goal of this project, then, is to examine ...
  • Ogolla, Ian (2021)
    Navigating unfamiliar environments independently is a challenging task for people with visual impairments (PVIs). Navigation Assistive Technologies (NATs) enhance spatial cognition and independent navigation for PVIs through ...
  • Okun, Harry (2016)
    We collect the proofs and lemmas which enable linear time algorithms for first-order sentences on graph classes with bounded expansion. Bounded expansion is a property limiting the edge to vertex ratio of a graph and its ...
  • Gerhard, Russell (2020)
    I review commonly used methods for approximating model parameters within the setting of population genetics and compare approximate Bayesian computation to a convolutional neural network. Results from population genetics ...
  • Maryam, Aleena (2021)
    Keyboard-based lie detection systems are a relatively recent development. In this work, we overview some of the methods by which lie detection models using typing characteristics are created and in which we list methods ...
  • Mo, Jun (2021)
    Gait is the style or manner in which someone walks. The usage of gait analysis could lead to the next breakthrough in biometric authentication systems. Gait is an ideal biometric for authentication systems for non-intrusive ...
  • Martin-Noble, Geoffrey (2016)
    Advanced functional materials are crucial for addressing numerous challenges in medicine, communications, and energy. As highlighted by the White House Materials Genome Initiative, computational tools are critical for ...

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