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  • Offensive Direction Inference in Real-World Football Video

    O Criador:
    Lu, Qingkai
    Abstract:
    Automatic analysis of American football videos can help teams develop strategies and extract patterns with less human effort. In this work, we focus on the problem of automatically determining which team is on offense/defense, which is an important subproblem for higher-level analysis. While seemingly mundane, this problem is quite challenging...
    Resource Type:
    Masters Thesis
    Full Text:
    presented on June 10, 2015. Title: Offensive Direction Inference in Real-World Football Video Abstract

  • Adiabatic Markov Decision Process : convergence of value iteration algorithm

    O Criador:
    Duong, Thai
    Abstract:
    Markov Decision Process (MDP) is a well-known framework for devising the optimal decision making strategies under uncertainty. Typically, the decision maker assumes a stationary environment which is characterized by a time-invariant transition probability matrix. However, in many real-world scenarios, this assumption is not justified, thus the optimal strategy might not...
    Resource Type:
    Masters Thesis
    Full Text:
    Electrical and Computer Engineering presented on June 10, 2013. Title: Adiabatic Markov Decision Process

  • Optimization of seasonal irrigation scheduling by genetic algorithms

    O Criador:
    Canpolat, Necati
    Abstract:
    In this work, we first introduce a novel approach to the long term irrigation scheduling using Genetic Algorithms (GAs). We explore the effectiveness of GAs in the context of optimizing nonlinear crop models and describe application requirements and implementation of the technique. GAs were found to converge quickly to near-optimal...
    Resource Type:
    Dissertation
    Full Text:
    Bioresource Engineering presented on April 10, 1997. Title: Optimization of Seasonal Irrigation Scheduling by

  • Topics in toroidal interconnection networks

    O Criador:
    Broeg, Robert Richard
    Resource Type:
    Dissertation
    Full Text:
    ) [10], the MasPar MP-1 (mesh) [20], the K2 Parallel Processor (mesh) [6], Ametek 2010 (mesh) [88

  • Visual object discovery and understanding

    O Criador:
    Yuan, Jialin
    Abstract:
    Learning to recognize objects is a fundamental and essential step in human perception and understanding of the world. Accordingly, research of object discovery across diverse modalities plays a pivotal role in the context of computer vision. This field not only contributes significantly to enhancing our understanding of visual information but...
    Resource Type:
    Dissertation
    Full Text:
    . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 3 Instance Segmentation 10 3.1 Introduction

  • Computational Approaches for RNA Structure Prediction with Dynamic Programming and Deep Neural Networks

    O Criador:
    Deng, Dezhong
    Abstract:
    Our goal is to build a system to model the RNA sequences that reveals their structural information by using efficient dynamic programming algorithms and deep learning approaches. We aim to 1) achieve linear-time for RNA secondary structure prediction based on existing minimum free energy models; 2) utilize deep neural networks...
    Resource Type:
    Dissertation
    Full Text:
    degree of Doctor of Philosophy in Computer Science presented on December 10, 2019. Title

  • Web-PST : Web-based Pesticide Screening Tool

    O Criador:
    Manda, Ashwin Prasad
    Abstract:
    We have developed a web-based software tool for evaluating the potential risk of pesticides on the surrounding environment. The software tool is called Web-based Pesticide Screening Tool (Web-PST). It uses the formulas and standards specified by the Soil/Pesticide Interaction Screening Procedure Version II (SPISP II). Web-PST closely models the stand-alone...
    Resource Type:
    Capstone Project
    Full Text:
    Overview 3.1 System Architecture 8 3.2 Functions of Web-PST 9 3.3 Data Model of Web-PST 10 3.4

  • Computing Resource Usage as a Factor of Student Success

    O Criador:
    Moissinac, Béatrice
    Abstract:
    Learning Analytics and other branches of Educational Research such as Computing Education Research (CER) implicitly assume that students, especially college students, have no barriers to access learning platforms or software packages. This assumption may be attributed to such pervasive beliefs such as "everyone has a device", or "everyone can access...
    Resource Type:
    Dissertation
    Full Text:
    . . . . . . . . . . . . . . . . . . . . . . . 10 2.4 Results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 2.4.1

  • Development of a mobile process to extract phosphorus from livestock wastes as a valuable fertilizer

    O Criador:
    Hoilman, Gene
    Abstract:
    Environmental and regulatory concerns are causing confined animal feeding operations (CAFO's) to account for phosphorous content when applying wastewater to agricultural fields for disposal. In most cases this requires more land to spread the waste onto so that the phosphorous needs of the crop are not exceeded. A mobile process...
    Resource Type:
    Masters Thesis
    Full Text:
    Struvite Formation Process ............................................................. 10 Materials and

  • Adversarial planning by strategy switching in a real-time strategy game

    O Criador:
    King, Brian D.
    Abstract:
    We consider the problem of strategic adversarial planning in a Real-Time Strategy (RTS) game. Strategic adversarial planning is the generation of a network of high-level tasks to satisfy goals while anticipating an adversary's actions. In this thesis we describe an abstract state and action space used for planning in an...
    Resource Type:
    Masters Thesis
    Full Text:
    Research 7 4 Architecture and Approach 10 4.1 Game Abstraction