Pinned Repositories
201912-20-Music-Emotion-Recognition
Music is a medium to express emotion. According to literature, music emotion can be quantified continuously as valence and arousal (VA) density distribution on a 2-D space. However, these data are hard to retrieve as they require intense human effort to manually label songs, especially the number of songs become enormous. The goal of this project is to reproduce a model proposed by Chin, Y.-H. et.al (2018), to predict VA density for a new song based on those densities for training songs as well as audio features of both new and training songs. This will help save human labeling effort on new songs in the future. Furthermore, a prototype of content-based music recommender system is built to demonstrate the usability of the algorithm.
202005-3-AI_Companion_Speech_Emotion_and_Context_Recognition
Emotional Context Chatbot with Audio-Visual Interfaces.
202005-Event-Linkage-and-Impact-Prediction
Stock Price Prediction with BERT and XGBoost using Twitter data
Alzheimers_Diagnosis_StageDetermination
E6893 Final Project for ja3130, mn2769, and hz2441 (Project ID: 201712-18)
BITCOIN-PRICE-PREDICTION-USING-SENTIMENT-ANALYSIS
Predicts real-time bitcoin price using twitter and reddit sentiment, and sends out notifications via SMS.
Clothes-Matching-Based-on-Machine-Learning-Algorithms
Identifying-Patterns-in-Stock-Price-Movements-and-Predicting-Future-Price
Final project for Advanced Big Data Analytics course Spring 2016
ntru
NTRU Python Library with Application to Encrypted Domain
Real-time-Risk-Management-System
Finance Group
Stock-price-Movement-Prediction
Stock Price Movement Prediction using Mahout and Pydoop+Scikit-learn
Sapphirine Big Data Repositories's Repositories
Sapphirine/202412-28-SentimentPulse
Sapphirine/202412-8-Automatic-Risk-Factor-and-System
This project showcases a factor-based risk parity model that combines Python and web technologies for data analysis and visualization. The system automatically adjusts asset allocation ratios in response to market volatility, achieving dynamic portfolio optimization.
Sapphirine/NamastAI
Sapphirine/202312-1-Outcome-Prediction-and-Consciousness-Detection-in-Patients-With-Acute-TBI
Project goal is to combine analysis of advanced diagnostic techniques such as electroencephalogram (EEG), Functional Magnetic Resonance Imaging (fMRI) analysis and other contextual factors for consciousness detection and possible patient outcome prediction.
Sapphirine/202412-1-Alzheimer-Disease-EHR-Prediction
Sapphirine/202412-10-Electric-Vehicle-Data-Analytics-and-Chatbot-Platform
Sapphirine/202412-11-Generative-AI-Realistic-Human-Image-Creation
Generative AI: Realistic Human Image Creation Breaking Bad
Sapphirine/202412-12-Dynamic-High-Frequency-Trading-Model
Sapphirine/202412-13-Co-Autoregression-GNNs-Prediction
202412-13-Co-Autoregression-GNNs-Prediction
Sapphirine/202412-14-Intelligent-Recommendation-and-Indexing-System-for-Deep-Learning-Papers
Sapphirine/202412-16-AI-Stock-Trader-based-on-News-Sentiments
Sapphirine/202412-17-Ancient-DNA-Project
Sapphirine/202412-18-Heart-Disease-Risk-Prediction-and-Visualization
Sapphirine/202412-19-Stance-Detection-of-Russia-Ukraine-War-Across-Nations-on-Mainstream-News
Sapphirine/202412-20-Music-Recommendation-System-with-Emotional-Analysis-Chatbot
Sapphirine/202412-21-PharMe
E6893 Project
Sapphirine/202412-22-CSGO-Skin-Price-Predictor
EECS E6893 Final Project of Group22
Sapphirine/202412-23-Healthcare-Claim-Fraud-Detection
Sapphirine/202412-24-Optimizing-Heterogenous-Multiprocessors-Using-Big-Data
To develop a machine learning model to predict fine-grained core switching in CMPs using Big Data tools, as well as to optimize system performance by applying Proximal Policy Optimization to dynamically allocate resources between in-order and out-of-order cores.
Sapphirine/202412-25-Spark-Powered-Infectious-Epidemic-Dashboard-for-the-US
Sapphirine/202412-26-Solar-Energy-Forecasting-for-PV-Performance-and-Integration
EECSE 6893 G26 Final Project
Sapphirine/202412-27-Satellite-Data-and-Sentiment-Analysis-for-Comprehensive-Environmental-Monitoring
Sapphirine/202412-3-Credit-Risk-Analysis-Project
EECS E6893 Final Project of Group 3
Sapphirine/202412-4-DNA-RNA-and-Protein-Classification
This study focuses on developing a predictive model to classify DNA, RNA, and proteins by leveraging a hybrid approach that combines traditional machine learning and deep learning techniques.
Sapphirine/202412-5-Personalized-Job-Posting-Recommendation-System
Sapphirine/202412-6-Emotion-Recognition-in-Artworks
Sapphirine/202412-7-Flight-Delay-Prediction-System
Air travel is a popular mode of transportation, but flight delays remain a major inconvenience, disrupting schedules and causing stress. To address this, we have developed a user-friendly website where travelers can enter their flight number, date, and destination to receive real-time and predictive delay estimates.
Sapphirine/202412-9-Fraud-Detection-Using-TabNet-and-Graph-Neural-Networks
Sapphirine/fw2412
Sapphirine/KanduPay