[AAAI 2022] Seq2Pat: Sequence-to-Pattern Generation Library
data-mining knowledge-discovery pattern-mining sequential-pattern-mining multi-valued-decision-diagrams
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- Python
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sequential-pattern-mining
Here are 15 public repositories matching this topic...
ERMiner: Sequential Pattern Mining algorithm for Sequential Rules generation and Event Prediction
machine-learning data-mining unsupervised-learning sequence-analysis sequential-pattern-mining event-prediction erminer sequential-rules
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- Python
Data Mining project 2020/2021 @ University of Pisa
data-science data-mining clustering embeddings nltk predictive-analysis spm doc2vec umap pattern-discovery hdbscan correlations rfm-analysis sequential-pattern-mining prefixspan customer-profile gsp-algorithm online-retail time-constraints assessing-data-quality
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Implementation of Sequential Pattern mining using Time interval weights
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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.
machine-learning data-engineering data-analysis market-data data-mining-algorithms kmeans-clustering apriori-algorithm market-basket-analysis sequential-pattern-mining association-rule-mining data-driven-decisions fp-growth-algorithm eclat-algorithm lift-analysis support-and-confidence-analysis
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SpotiFIRE makes Spotify playlists with the given topic keywords using PrefixSpan sequential pattern mining algorithm.
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Offical repo of the paper "A novel methodological framework for the analysis of health trajectories and survival outcomes in heart failure patients" (ICLR 2024)
text-mining clustering health survival-analysis icd-10 sequential-pattern-mining survival-prediction
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- HTML
An implementation of sequential pattern mining algorithm with focus on a change in state.
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Implementation and Evaluation of popular Data Mining Algorithms such as Association Rules Mining and Collaborative Filtering.
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- Python
An application of time series data discretization and episode mining techniques on stock price data.
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- Python
A Rigorous Sampling-Based Approach for Sequential Pattern Mining
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- Java
Implementation of algorithm ERMiner: Sequential Rule Mining using Equivalence Classes.
data-mining sequential-patterns sequential-pattern-mining erminer sequential-rules sequential-rule-mining
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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.
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Assignment for class Data Mining and Text Mining; University of Illinois at Chicago (Fall 2023); 1st year of Master's Degree in Computer Science coursework.
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- Python
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