[AAAI 2022] Seq2Pat: Sequence-to-Pattern Generation Library

Data Mining project 2020/2021 @ University of Pisa

ERMiner: Sequential Pattern Mining algorithm for Sequential Rules generation and Event Prediction

Implementation of Sequential Pattern mining using Time interval weights

SpotiFIRE makes Spotify playlists with the given topic keywords using PrefixSpan sequential pattern mining algorithm.

An implementation of sequential pattern mining algorithm with focus on a change in state.

Implementation and Evaluation of popular Data Mining Algorithms such as Association Rules Mining and Collaborative Filtering.

Offical repo of the paper "A novel methodological framework for the analysis of health trajectories and survival outcomes in heart failure patients" (ICLR 2024)

The project dives into transaction records of an online retail business to uncover hidden relationships between products. The overall goal is a data-driven approach to enhance the customer shopping experience, improve loyalty, boost profitability, tailor marketing strategies, and optimize inventory management via strategic business decisions.

This repository contains all files used in the sequential pattern mining applied in sentences of PubMed abstracts about the anti-cancer activity of polyphenols, using the R language.

An application of time series data discretization and episode mining techniques on stock price data.

Implementation of algorithm ERMiner: Sequential Rule Mining using Equivalence Classes.

A Rigorous Sampling-Based Approach for Sequential Pattern Mining