1. On the Origin of Sequences: Computational Analysis of Somatic Hypermutation for Probabilistic Immunoglobulin Predecessor Identification Open Access Author: Lengerich, Benjamin J Title: On the Origin of Sequences: Computational Analysis of Somatic Hypermutation for Probabilistic Immunoglobulin Predecessor Identification Area of Honors: Computer Science Keywords: Computer ScienceMachine LearningBioinformaticsSomatic HypermutationImmunoglobulin Predecessor Identification File: Download Lengerich_Benjamin_thesis.pdf Thesis Supervisors: Raj Acharya, Thesis SupervisorDr. Jesse Louis Barlow, Thesis Honors Advisor
2. Utilizing Swift-XRT Data to Identify Source Classes in Fermi Unassociated Objects Open Access Author: Pryal, Matthew Title: Utilizing Swift-XRT Data to Identify Source Classes in Fermi Unassociated Objects Area of Honors: Astronomy and Astrophysics Keywords: FermiSwiftX-raysGamma-raysData MiningMachine LearningAstrostatistics File: Download matthew_pryal_honors_thesis.pdf Thesis Supervisors: Abraham David Falcone, Thesis SupervisorAlexander Wolszczan, Thesis Honors Advisor
3. Optimization of a Gaussian Mixture Model using the Expectation-maximization Algorithm Open Access Author: Blyton, David J Title: Optimization of a Gaussian Mixture Model using the Expectation-maximization Algorithm Area of Honors: Aerospace Engineering Keywords: Machine LearningSeizureGaussian Mixture ModelProbability Model File: Download David_Blyton_Thesis_Final.pdf Thesis Supervisors: Shashi Phoha, Thesis SupervisorRobert Graham Melton, Thesis Honors AdvisorDr. George A Lesieutre, Faculty Reader
4. Real-Time Supply Chain Analytics - Shipment Duration Prediction Open Access Author: Polim, Rico Title: Real-Time Supply Chain Analytics - Shipment Duration Prediction Area of Honors: Industrial Engineering Keywords: LogisticsData AnalyticsMachine Learning File: Download Thesis-Rico-Nov9_Schreyerv2.pdf Thesis Supervisors: Dr. Soundar Rajan Tirupatikumara, Thesis SupervisorDr. Catherine Mary Harmonosky, Thesis Honors Advisor
5. MOVIE ANALYTICS – PREDICTIVE MODELING FOR MOVIE SUCCESS Open Access Author: Soepranoto, Preston Adrian Title: MOVIE ANALYTICS – PREDICTIVE MODELING FOR MOVIE SUCCESS Area of Honors: Industrial Engineering Keywords: MovieData AnalyticsPredictive ModelingData ScienceBig DataMachine Learning File: Download SchreyerHonorsThesis_Preston_Soepranoto.pdf Thesis Supervisors: Dr. Soundar Rajan Tirupatikumara, Thesis SupervisorDr. Catherine Mary Harmonosky, Thesis Honors Advisor
6. HYBRID NETWORK OF HANDCRAFTED AND NON-HANDCRAFTED FEATURES FOR COMPUTER VISION CLASSIFICATION TASKS Open Access Author: Protivash, Prottay Title: HYBRID NETWORK OF HANDCRAFTED AND NON-HANDCRAFTED FEATURES FOR COMPUTER VISION CLASSIFICATION TASKS Area of Honors: Computer Engineering Keywords: CNNMachine LearningHybrid NetworkHandcrafted Features File: Download Protivash_Prottay_HYBRID_CNN.pdf Thesis Supervisors: John Morgan Sampson, Thesis SupervisorDr. Vijaykrishnan Narayanan, Thesis Honors Advisor
7. COMPARISON OF SIMILARITY FUNCTIONS FOR VECTOR AGGREGATION IN NETWORK REPRESENTATION LEARNING MODELS Open Access Author: Colom, Daniel A Title: COMPARISON OF SIMILARITY FUNCTIONS FOR VECTOR AGGREGATION IN NETWORK REPRESENTATION LEARNING MODELS Area of Honors: Computer Engineering Keywords: Machine LearningNeural NetworkInformation NetworkRepresentation LearningSimilarity Functions File: Download Daniel_Colom_Thesis.pdf Thesis Supervisors: Wang-Chien Lee, Thesis SupervisorDr. Jesse Louis Barlow, Thesis Honors Advisor
8. MODIFIED STOCHASTIC VARIANCE REDUCTION GRADIENT DESCENT ALGORITHM AND ITS APPLICATION Open Access Author: Fei, Cai Title: MODIFIED STOCHASTIC VARIANCE REDUCTION GRADIENT DESCENT ALGORITHM AND ITS APPLICATION Area of Honors: Industrial Engineering Keywords: Machine LearningGradient DescentMathematical OptimizationStochastic Gradient Descent File: Download Fei__Cai__Honors_Thesis_Final.pdf Thesis Supervisors: Tao Yao, Thesis SupervisorDr. Catherine Mary Harmonosky, Thesis Honors Advisor
9. Birdsong Syllable Detection Using Convolutional Neural Network Open Access Author: Mu, Xiaofan Title: Birdsong Syllable Detection Using Convolutional Neural Network Area of Honors: Electrical Engineering Keywords: BirdsongConvolutional Neural NetworkMachine Learning File: Download Mu_Xiaofan_BirdsongCNNDetection.pdf Thesis Supervisors: Dezhe Jin, Thesis SupervisorJeffrey Louis Schiano, Thesis Honors Advisor
10. MOSCH: A MULTI-OBJECTIVE SPATIAL CLUSTERING ALGORITHM WITH CONSTRAINT-HANDLING METHODS Open Access Author: Baksa, Bridget Marie Title: MOSCH: A MULTI-OBJECTIVE SPATIAL CLUSTERING ALGORITHM WITH CONSTRAINT-HANDLING METHODS Area of Honors: Information Sciences and Technology Keywords: Artificial IntelligenceMachine LearningData ScienceClusteringAlgorithmsInformation ScienceTechnologyNYCCitiBikeBig DataSoftware EngineeringPython File: Download Bridget_Baksa_-_Schreyer_Thesis.pdf Thesis Supervisors: Dr. Abdullah Konak, Thesis SupervisorDr. Sandy Feinstein, Thesis Honors Advisor
