1. Essays on Retail Analytics and Material Information Modeling Open Access Author: Tang, Donghuan Title: Essays on Retail Analytics and Material Information Modeling Graduate Program: Industrial Engineering Keywords: Retail AnalyticsClusteringAssociation RulesMaterial Information ModelingSustainability Metrics Computational Platform File: Download Master_Thesis_IE_Donghuan_Tang-2014-Final.pdf Committee Members: Dr Soundar Kumara, Thesis Advisor/Co-AdvisorDr Christopher Saldana, Thesis Advisor/Co-AdvisorDr Akhil Kumar, Thesis Advisor/Co-Advisor
2. A Clustering Approach to the Bounded Diameter Minimum Spanning Tree Problem Using Ants Open Access Author: Derr, Tyler Scott Title: A Clustering Approach to the Bounded Diameter Minimum Spanning Tree Problem Using Ants Graduate Program: Computer Science Keywords: Ant-Based OptimizationBounded Diameter Spanning TreeClustering File: Download TylerDerr_Thesis2015.pdf Committee Members: Thang Nguyen Bui, Thesis Advisor/Co-Advisor
3. AN API FOR AUTHOR NAME DISAMBIGUATION Open Access Author: Dudhbhate, Gauravi Uday Title: AN API FOR AUTHOR NAME DISAMBIGUATION Graduate Program: Computer Science and Engineering Keywords: APIDisambiguationAuthor Name DisambiguationMachine LearningWeb service information extractionscholarly big dataWeb serviceinformation extractionWeb ServiceInformation ExtractionRandom ForestClustering File: Download Dudhbhate-Dissertation.pdf Committee Members: Dr. Lee Giles, Thesis Advisor/Co-Advisor
4. A STUDY OF APPROXIMATIONS AND DATA REDUCTION TECHNIQUES FOR KERNEL REGULARIZED LEAST SQUARES Open Access Author: Straub, Benjamin Marshall Title: A STUDY OF APPROXIMATIONS AND DATA REDUCTION TECHNIQUES FOR KERNEL REGULARIZED LEAST SQUARES Graduate Program: Statistics Keywords: Kernel MethodsMachine-LearningRidgeRegularizationRandom ProjectionsClusteringLeast-Squares File: Download final_thesis.pdf Committee Members: Bharath Kumar Sriperumbudur, Thesis Advisor/Co-AdvisorDonald Richards, Committee MemberDavid Russell Hunter, Committee MemberBenjamin Adam Shaby, Committee Member
5. DESIGN AND IMPLEMENTATION OF A MULTI-STAGE PIPELINE FOR LARGE SCALE EXTRACTING, CLUSTERING AND INGESTION OF ACADEMIC DOCUMENTS FOR CITESEERX Restricted (Penn State Only) Author: Angadi, Manoj Kumar Title: DESIGN AND IMPLEMENTATION OF A MULTI-STAGE PIPELINE FOR LARGE SCALE EXTRACTING, CLUSTERING AND INGESTION OF ACADEMIC DOCUMENTS FOR CITESEERX Graduate Program: Computer Science and Engineering (MS) Keywords: CiteSeerExtractionClusteringIngestionLSHBM25NGXElasticsearchPythonPipelineEISCitationindexPDFDocumentServer File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairC Lee Giles, Thesis Advisor/Co-AdvisorBhuvan Urgaonkar, Committee Member
6. Large Scale Author Name Disambiguation in Scholarly Databases Open Access Author: Menon, Arjun Title: Large Scale Author Name Disambiguation in Scholarly Databases Graduate Program: Computer Science Keywords: Author Name DisambiguationMachine LearningScholarly DatabaseClusteringDistributed System File: Download Arjun_Menon_MS_Thesis.pdf Committee Members: C Lee Giles, Thesis Advisor/Co-AdvisorBhuvan Urgaonkar, Committee MemberChitaranjan Das, Program Head/Chair
7. Cross Recurrence Quantification Analysis of County-Level Covid Data and Response in United States Open Access Author: Giovanni, Filbert Title: Cross Recurrence Quantification Analysis of County-Level Covid Data and Response in United States Graduate Program: Industrial Engineering (MS) Keywords: Statistical AnalysisClusteringCross RecurrenceData ScienceCovid File: Download FilbertGiovannicorrected_nocomments.pdf Committee Members: Hui Yang, Thesis Advisor/Co-AdvisorLingzhou Xue, Committee MemberJose Ventura, Professor in Charge/Director of Graduate Studies
