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Filtragem por: Palavra-chave machine learning

1. Iterative Models for Machine Learning in the Physical Sciences

Palavra-chave:: electromagnetics, iterative models, dynamical systems, neural network extrapolation, machine learning, and lunar lander
O Criador:: Barger, Maria
Advisor:: Paffenroth, Randy Clinton
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-08-06
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

2. Exploring Internal Representations Learned by Autoencoders for Sleep EEG

Palavra-chave:: denoising autoencoders, machine learning, disentangled representations, power spectrogram, beta-variational autoencoders, and sleep eeg signal analysis
O Criador:: Soota, Akshit
Advisor:: Alvarez, Sergio A. and Ruiz, Carolina
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-08-15
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

3. LOOL: Flexible & Robust Estimator of Heterogeneous Treatment Effects

Palavra-chave:: heterogenous treatment effect, machine learning, potential outcomes, and causal inference
O Criador:: Pham, Duy
Advisor:: Sales, Adam
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-04-02
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

4. ChordCraft: AI Chord Generator VST

Palavra-chave:: JUCE, music composition, machine learning, hidden markov model, digital audio workstation, and vst
O Criador:: Desai, Sameer, Whittaker, Ilana, Kwee, Darren, and Kneeland, Thomas
Advisor:: Roberts, Charles Davis and Barton, Scott D
Editor:: Worcester Polytechnic Institute
Data Criada:: 2024-03-22
Resource Type:: Major Qualifying Project

5. Evolving Neural Network Ensembles with Ensemble-Based Fitness Functions

Palavra-chave:: evolving, ensembles, neural networks, ai, and machine learning
O Criador:: Deml, Gabriel and Conrad, Gregory
Advisor:: Beck, Joseph E.
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-04-27
Resource Type:: Major Qualifying Project

6. CS/DS MQP: Advanced Applications for Deep Generative Models

Palavra-chave:: machine learning, human activity recognition, tabular diffusion, gramian angular fields, generative models, and diffusion models
O Criador:: Trac, Cindy, McCarthy, Dillon, Buasai, Sirut, and Dykstra, Jason
Advisor:: Rundensteiner, Elke A.
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-04-25
Resource Type:: Major Qualifying Project

7. Modelling and Evaluating Financial Sustainability using Data Envelopment Analysis and Machine Learning Methods

Palavra-chave:: benchmarking, data envelopment analysis, optimization, performance evaluation, banking, and machine learning
O Criador:: Shi, Yu
Advisor:: Zhu, Joe
Editor:: Worcester Polytechnic Institute
Data Criada:: 2021-05-05
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Business Administration

8. Using Intermarket Data to Evaluate the Efficient Market Hypothesis with Machine Learning

Palavra-chave:: intermarket analysis, technical analysis, efficient market hypothesis, machine learning, and financial forecasting
O Criador:: Diamond, N'yoma and Perkins, Grant
Advisor:: Sturm, Stephan, Liu, Xiaozhong, and Blais, Marcel Y.
Editor:: Worcester Polytechnic Institute
Data Criada:: 2022-10-25
Resource Type:: Major Qualifying Project

9. Towards an End-to-End Training Data Management System for Machine Learning Models

Palavra-chave:: machine learning, anomaly detection, active learning, big data manangement, human-in-the-loop, and semi-supervised learning
O Criador:: Zhang, Huayi
Advisor:: Rundensteiner, Elke A.
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-01-18
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

10. Worcester IS Fab Lab MQP Blockchain and Machine Learning Report

Palavra-chave:: Filecoin, machine learning, IPFS, fintech, pavement predictions, and blockchain smart contract
O Criador:: Morreale, Cameron, Debare, Joshua, Shang, Qingbei, Konadu, Mabel, and Moody, Kelsey
Advisor:: Blais, Marcel Y., Zhang, Haichong, Wong, Wilson, and Sarnie, Robert
Editor:: Worcester Polytechnic Institute
Data Criada:: 2022-12-15
Resource Type:: Major Qualifying Project