GitHub topics: frequent-pattern-mining

Repositories

Sarthak-Mohapatra/Market-Basket-Analysis-using-Apriori-Algorithm-on-grocery-data

Market Basket Analysis using Apriori Algorithm on grocery data.

Language: Python - Size: 124 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 8 - Forks: 5

Shakiba-Alipour/Data-Mining-Project

Data mining on university of twente website

Language: Python - Size: 48.8 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

UdayLab/PAMI

PAMI is a Python library containing 100+ algorithms to discover useful patterns in various databases across multiple computing platforms. (Active)

Language: Jupyter Notebook - Size: 168 MB - Last synced at: 8 days ago - Pushed at: 21 days ago - Stars: 264 - Forks: 196

Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, and literal budget

Language: C - Size: 611 KB - Last synced at: 17 days ago - Pushed at: 2 months ago - Stars: 138 - Forks: 29

mhahsler/arulespy

Python interface to arules for association rule mining

Language: TeX - Size: 9.51 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 1

chonyy/apriori_python

🔨 Python implementation of Apriori algorithm, new and simple!

Language: Python - Size: 4.27 MB - Last synced at: 26 days ago - Pushed at: 11 months ago - Stars: 67 - Forks: 37

cair/TsetlinMachine

Code and datasets for the Tsetlin Machine

Language: Cython - Size: 491 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 475 - Forks: 51

ML-KULeuven/PaTSEmb

Transform time series to a pattern-based embedding

Language: Jupyter Notebook - Size: 14.7 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 1

cair/TextUnderstandingTsetlinMachine

Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications

Language: Cuda - Size: 2.36 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 49 - Forks: 10

HarshaPugal/BFPDEP

BFPDEP(Bit vector based Frequent Pattern mining using Discarded Elements Prudently)

Language: Java - Size: 88.9 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

cair/convolutional-tsetlin-machine-tutorial

Tutorial on the Convolutional Tsetlin Machine

Language: Python - Size: 316 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 13

paragpvyas/projects

good, sometimes ugly, functional code. First program to mine frequent patterns, a smart pill organizer python app, finally testing global randomness presented by RNGs

Language: Java - Size: 17.3 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

andi611/Apriori-and-Eclat-Frequent-Itemset-Mining

Implementation of the Apriori and Eclat algorithms, two of the best-known basic algorithms for mining frequent item sets in a set of transactions, implementation in Python.

Language: Python - Size: 4.05 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 48 - Forks: 19

fatihsen20/Frequent-Mining-Algorithms

"Frequent Mining Algorithms" is a Python library that includes frequent mining algorithms. This library contains popular algorithms used to discover frequent items and patterns in datasets. Frequent mining is widely used in various applications to uncover significant insights, such as market basket analysis, network traffic analysis, etc.

Language: Python - Size: 68.4 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

cair/fast-tsetlin-machine-with-mnist-demo

A fast Tsetlin Machine implementation employing bit-wise operators, with MNIST demo.

Language: C - Size: 5.79 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 67 - Forks: 10

roland-abel/frequent-itemset-mining

This repository provides C++ implementations of popular frequent itemset mining algorithms: Apriori, FP-Growth, ECLAT, and RElim.

Language: C++ - Size: 2.18 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

cair/pyTsetlinMachineParallel

Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.

Language: C - Size: 290 KB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 41 - Forks: 9

Avinash793/FPGrowth-and-Apriori-algorithm-Association-Rule-Data-Mining

Implementation of FPTree-Growth and Apriori-Algorithm for finding frequent patterns in Transactional Database.

Language: Python - Size: 3.1 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 31 - Forks: 25

domingosdeeulariadumba/OnlineRetailSalesAnalysis

Analysing purchasing patterns of items from an online retail company.

Language: Jupyter Notebook - Size: 20.9 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

biolab/orange3-associate

🍊 :package: Frequent itemsets and association rules mining for Orange 3.

Language: Python - Size: 662 KB - Last synced at: 5 days ago - Pushed at: 9 months ago - Stars: 65 - Forks: 36

rezacsedu/Mining-Maximal-Frequent-Pattern-Spark

Implementation of Static mining part of "Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach" Information Sciences, Volume 432, March 2018, Pages 278-300

Language: Java - Size: 37.1 KB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

nothineazi/Apriori_Algorithm_Data_Mining

Apriori algorithm is used in mining frequent item sets and relevant association rules, describing how items are related to one another.

Language: Jupyter Notebook - Size: 29.3 KB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

chamanlal97196/14-Patterns-Coding-Interview-Question

In this Repo have Sorting Algorithms Bubble sort, Insertion Sort, Selection Sort, MergeSort, Quick Sort, Heap Sort etc

Language: C++ - Size: 11.7 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

otterrrr/libfptree

C++ implementation of FPtree, a part of FPGrowth algorithm (Frequent Pattern Mining)

Language: C++ - Size: 5.86 KB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

pratikvora99/col761-data-mining

Assignments done under course COL761-Data Mining

Language: Python - Size: 619 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

NikitaVispute/R-projects

Language: R - Size: 7.2 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

fritzwill/apriori-algorithm

The Apriori algorithm detects frequent subsets given a dataset of association rules. This Python 3 implementation reads from a csv of association rules and runs the Apriori algorithm

Language: Python - Size: 1.95 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

mustafahakkoz/Classification_Clustering_Freq_Pattern_Mining

3 notebooks covering Classification, Clustering Analysis and Frequent Pattern Mining in the scope of Data Mining lectures in Marmara University.

Language: Jupyter Notebook - Size: 892 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

kahirul/incubator-predictionio-template-fpm Fork of apache/predictionio-template-skeleton

PredictionIO vanilla engine template (Scala-based parallelized engine)

Language: Scala - Size: 18.6 KB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

Sirius207/Frequent-pattern-Algorithm

Algorithms for Frequent-pattern Mining

Language: Jupyter Notebook - Size: 2.96 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0

haniye6776/frequent-patterns-

Language: Jupyter Notebook - Size: 37.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

eakgun/Improved-FPtree

Improving frequent pattern tree algorithm by introducing extra dimensionality to the items in itemset.

Language: Python - Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Precioux/Data-Mining

Data Mining Course - Fall 2024

Language: Jupyter Notebook - Size: 36 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AsaadMe/FP-Growth-Tree

Generate FP-Growth Tree of a dataset with visualized graph output.

Language: Python - Size: 324 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 3

limkhashing/Credit-Card-Fraud-Detection

:credit_card: Explore Decision Tree, Naive Bayesian and Classification using Frequent Patterns in detecting credit card fraudulent transactions

Language: Jupyter Notebook - Size: 20.9 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 3

mghorbani2357/TT-Miner-Topology-Transaction-Miner-for-Mining-Closed-Itemset

Language: Python - Size: 28 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

cschen1205/cs-pattern-discovery

Pattern Discovery implemented in C#

Language: C# - Size: 154 KB - Last synced at: 14 days ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 1

paulfedorow/fim

fim is a collection of some popular frequent itemset mining algorithms implemented in Go.

Language: Go - Size: 2.83 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 1

zakimjz/CHARM-L

CHARM-L algorithm to generate the closed itemset lattice and non-redundant rules

Language: C++ - Size: 52.7 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

geektoni/complex-frequent-sequence-mining

Frequent Pattern mining in tree-like sequences for medical data.

Language: Python - Size: 5.95 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 2

fandu/maximal-sequential-patterns-mining

A handy Python wrapper of the famous VMSP algorithm for mining maximal sequential patterns.

Language: Python - Size: 4.96 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 33 - Forks: 13

vaitybharati/P32.-Unsupervised-ML---Association-Rules-Data-Mining-Titanic-

Unsupervised-ML---Association-Rules-Data-Mining-Titanic. Data Preprocessing: As the data is categorical format, we are using One Hot Encoding to convert into numerical format. Apriori Algorithm: frequent item sets & association rules. A leverage value of 0 indicates independence. Range will be [-1 1]. A high conviction value means that the consequent is highly depending on the antecedent and range [0 inf]. Lift Ratio > 1 is a good influential rule in selecting the associated transactions.

Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

vaitybharati/Assignment-09-Association-Rules-Data-Mining-my_movies-

Assignment-09-Association-Rules-Data-Mining-my_movies. Apriori Algorithm. Association rules with 10% Support and 70% confidence. Association rules with 5% Support and 90% confidence. Lift Ratio > 1 is a good influential rule in selecting the associated transactions. Visualization of obtained rule.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

vaitybharati/Assignment-09-Association-Rules-Data-Mining-Books-

Association-Rules-Data-Mining-Books. Apriori Algorithm, Association rules with 10% Support and 70% confidence, Association rules with 20% Support and 60% confidence, Association rules with 5% Support and 80% confidence, visualization of obtained rule.

Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

vaitybharati/Assignment-09-Association-Rules-Data-Mining-Groceries-

Association Rules Data Mining (Groceries). Converting the data frame into a list of lists, Using Transactionencoder to transform this dataset into a logical data frame, Building the data frame: rows are logical and columns are the items that have been purchased, Print Column names, We need to drop nan column from the data frame, Most popular items, Top 10 Popular items, Barplot visualization of popular items, Apriori Algorithm: Association rules with 5% Support and 70% confidence, Association rules with 1% Support and 80% confidence, Visualization of obtained rule.

Language: Jupyter Notebook - Size: 68.4 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

Chang-Chia-Chi/Apriori-Hash-Tree

Frequent patten mining using apriori algorithm with hast tree for Amazon review data around 6M users.

Language: Python - Size: 29 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

KhaledTofailieh/Sequential-Patterns

in Data-Mining Field, when we try to create recommendation system depends on transactions, we need to analyze it to extract frequent patterns that it's essential to build association rules.

Language: Jupyter Notebook - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

SpydazWebAI-NLP/Basic_Tokenizer2023

The Tokenizer is a versatile text processing library written in Visual Basic (VB.NET). It provides functionalities for tokenizing text into words, sentences, characters, and n-grams. The library is designed to be flexible, customizable, and easy to integrate into your VB.NET projects.

Language: Visual Basic .NET - Size: 1.06 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

himeldev/User_Task_Mining

Language: Java - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

vill-jiang/FPMining

Apriori & FPGrowth implementation by C++

Language: C++ - Size: 132 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

IMDADMI/Apriori-Association-rules

this is a backend application using springboot to implement the apriori method for association rules generation

Language: Java - Size: 129 KB - Last synced at: 19 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

zakimjz/cSPADE

cSPADE: mining frequent sequence patterns with constraints (extension of SPADE)

Language: C++ - Size: 40 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 3

nphdang/gSpan

gSpan, an efficient algorithm for mining frequent subgraphs

Language: C# - Size: 4.65 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 2

lgleim/SchemaTreeRecommender

A property recommender for Knowledge Graph authoring, first presented at ESWC 2020

Language: Jupyter Notebook - Size: 190 MB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 3

LouisSung/FrequentPatternMining_ByFPGrowth 📦

Frequent Pattern Mining Using FP-Growth

Language: C++ - Size: 7.3 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0

chen0040/java-frequent-pattern-mining

Package provides java implementation of frequent pattern mining algorithms such as apriori, fp-growth

Language: Java - Size: 64.5 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 5

unik00/EAFIM

EAFIM: efficient apriori-based frequent itemset mining algorithmon Spark for big transactional data

Language: Java - Size: 15.1 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

SinghHarshita/Frequent-Pattern-Mining-Spark

PCY Algorithm for Frequent Pattern Mining using Pyspark

Language: Jupyter Notebook - Size: 252 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

navreeetkaur/frequent-pattern-mining

Association Rule Mining using Apriori algorithm and FP-tree

Language: Java - Size: 1.58 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 3

Sara-HY/FrequentPattern

Frequent Pattern for DBLP

Language: Python - Size: 6.03 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 1

ankesh007/Data-Mining-Assignments

Language: GLSL - Size: 30.3 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

avhn/deu-bil3003-ps1 📦

Apriori algorithm implementation (Introduction to Data Mining / Problem set 1)

Language: Python - Size: 153 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

zakimjz/TreeMiner

Algorithms for Mining Frequent Trees (in Tree Structured Datasets)

Language: C++ - Size: 213 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 8 - Forks: 5

phanvinh0526/data-stream-analysis-with-storm

My minor research in 10 months | Data Stream Analysis with Storm Apache | Frequent Pattern Mining on Item, Itemset | Sep 2014 - July 2015

Language: HTML - Size: 10.5 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0

Tejas1908/Sequential-Pattern-mining-using-TiW

Implementation of Sequential Pattern mining using Time interval weights

Language: Jupyter Notebook - Size: 1.8 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 5

Elisayiqin/Frequent-pattern-mining

频繁项集挖掘是通常是大规模数据分析的第一步。Eclat 算法原理复现，最大项集挖掘算法复现等

Language: Jupyter Notebook - Size: 1.88 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

zakimjz/Genmax

Genmax algorithm for mining maximal frequent itemsets

Language: C - Size: 31.3 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

zakimjz/CHARM

CHARM algorithm for closed itemset mining

Language: C++ - Size: 36.1 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

navreeetkaur/data-mining-assignments

Assignments of the Data Mining course COL761(2018-19) @ IIT Delhi

Language: Shell - Size: 2.98 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

DarkEyes/BiCausality

A framework to infer causality on binary data using techniques in frequent pattern mining and estimation statistics. Given a set of individual vectors S={x} where x(i) is a realization value of binary variable i, the framework infers empirical causal relations of binary variables i,j from S in a form of causal graph G=(V,E).

Language: R - Size: 61.3 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

shawpan/apriori

Apriori(frequent pattern mining from databases) algorithm implementation in C# .Net

Language: C# - Size: 2.61 MB - Last synced at: about 1 year ago - Pushed at: over 11 years ago - Stars: 3 - Forks: 2

shawpan/fp

FPGrowth(Frequent Pattern Mining) implementation in C# .NET

Language: C# - Size: 2.6 MB - Last synced at: about 1 year ago - Pushed at: over 11 years ago - Stars: 5 - Forks: 3

zakimjz/DMTL

Data Mining Template Library

Language: C++ - Size: 5.74 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2

saif-mahmud/Data-Mining-Lab

[CSE 4255] Introduction to Data Mining and Warehousing Lab

Language: TeX - Size: 49.6 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

akashjain04/FPGrowthAlgorithm

Usage of FPGrowth Algorithm to find frequent item sets

Language: Jupyter Notebook - Size: 10.7 KB - Last synced at: 9 days ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 2

hyunbool/Frequent-Pattern-Mining-using-Language-Model

언어 모델을 이용한 빈발 패턴 분석

Language: Jupyter Notebook - Size: 2.83 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

akashjain04/AprioriAlgorithm

Usage of Apriori Algorithm to find frequent item sets.

Language: Jupyter Notebook - Size: 21.3 MB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

alexrenz/ddin

Distributed frequent sequence mining with declarative subsequence constraints

Language: Java - Size: 176 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 5 - Forks: 1

zakimjz/SLEUTH

SLEUTH Algorithm for mining frequent embedded/induced unordered/ordered trees

Language: C++ - Size: 23.4 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 2

zakimjz/Arabesque Fork of qcri/Arabesque

Scalable Graph Mining

Language: Java - Size: 44.5 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

Related Keywords

frequent-pattern-mining 92 data-mining 25 apriori-algorithm 23 association-rules 22 python 18 frequent-itemsets 16 apriori 15 frequent-itemset-mining 10 fp-growth 9 machine-learning 8 data-mining-algorithms 8 data-science 7 python3 6 fpgrowth 6 eclat 6 tsetlin-machine 6 pandas 6 numpy 6 association-rule-mining 5 itemset-mining 5 pattern-recognition 5 propositional-logic 4 rule-based 4 clustering 4 bandit-learning 4 graph-mining 4 fptree 4 sequence-mining 4 fp-tree 4 market-basket-analysis 4 java 4 transaction-encoder 4 datamining 4 spark 3 algorithms 3 eclat-algorithm 3 c-sharp 3 database 3 scatter-plot 3 convolution 3 classification 3 matplotlib-pyplot 3 mlxtend 3 lift-ratio 3 support-confidence 3 fp-growth-algorithm 3 seaborn 2 frequent-sequence-mining 2 maximal-patterns 2 closed-itemset-mining 2 association-analysis 2 charm 2 naive-bayes-classifier 2 fptree-algorithm 2 tree-mining 2 retail-data 2 data-stream 2 graph 2 subgraph-isomorphism 2 frequent-pattern-trees 2 dbscan 2 data-visualization 2 datacleaning 2 spade 2 data-mining-python 2 embedding 2 frequent-pattern-extraction 2 preprocessing 2 interpretable-machine-learning 2 text-classification 2 regression 2 frequent 1 parallel-computing 1 gspan 1 frequent-subgraph-mining 1 correlation 1 dnf 1 minimal-boolean-expressions 1 constraints 1 pattern-sampling 1 http-requests 1 boolean-expression-mining 1 knowledge-base 1 knowledge-graph 1 rdf 1 recommender-systems 1 statistical-inference 1 wikibase 1 wikidata 1 itemset-lattice 1 pattern-discovery 1 graph-framework 1 big-data 1 c-plus-plus 1 performance-debugging 1 conviction 1 leverage-value 1 barplot 1 recommendation-algorithms 1 collaborative-filtering 1