Course Project of Information Retrieval.

A porting to modern g++ and C+11 of the IBM Quest dataset generator

This is projects of Data Mining

Implementation de l'algorithme de generation des items frequents en python et l'application sur une base de donnes diabetique

Code for the paper "SPEck: Mining Statistically-significant Sequential Patterns Efficiently with Exact Sampling", by Steedman Jenkins, Stefan Walzer-Goldfeld, and Matteo Riondato, appearing in the Data Mining and Knowledge Discovery Special Issue for ECML PKDD'22.

The project or work which goals to extract the opinions, emotions, attitudes of public towards different object of interest. Sentiment analysis is a form of shallow semantic analysis of texts. In the project an automatic approach that involves supervised machine learning and text mining classification algorithms are used which includes the senti…

Course Notes

A project for streaming algorithms: Bloom filtering, Flajolet-Martin Algorithm, Fixed-Size Sampling

This is a data mining project that analyzes apple quality attributes to classify apples as "good" or "bad." We use Exploratory Data Analysis (EDA) to visualize data distributions and identify key factors. The study offers recommendations for improving apple production and marketing.

Implementing Gaussian Naive Bayes and KNN from scratch and evaluating their performances on heart dataset

KNN algorithm in big data for the detection of anomalies using Apache Spark and Scala

FP Growth algorithm implemented using python

The dataset is about past loans. The loan_train.csv data set includes details of 346 customers whose loans are already paid off or defaulted.

Practice codes for Machine Learning, Data Mining and NLP in Python

一些数据挖掘算法

This contains all projects that I have done during my master degree.

Experimenting with clustering, classification and association analysis with various csv files.

Data minnig GUI project to predict laptop prices,I uses most of ML algorithmes here

Course Code: CS626, MCS Batch-2019 (Final Year) Evening

simple clustering