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ankurraj1's Projects

aspes icon aspes

Academic Staff Performance Evaluation System for Universities. An application of Fuzzy Analytic Hierarchy Process (FAHP) and Fuzzy Comprehensive Evaluation Approach.

books2rec icon books2rec

A recommender system built for book lovers.

customer-behaviour-prediction icon customer-behaviour-prediction

Used data mining concepts and algorithms like Apriori on an online shopping website, to predict, what a customer is likely to buy, and customer behaviour to increase the product sales rate. Project is made using advance java and MySQL concepts.

datamining icon datamining

This is a java project focused on Data Mining which contains Normalizing Data and for the Classification Algorithms, I include the Association Rule and Decision Tree (ID3).

deepids icon deepids

An intrusion detection system built on deep learning

heart-disease-prediction-system---undergraduate-project icon heart-disease-prediction-system---undergraduate-project

Developed a Java application in which patient answers the predefined questions and system retrieves hidden data from stored database and compares the patient's values with trained data set and gives probability of Heart Disease using Data Mining Technique, Naive Bayes. It can answer complex queries for diagnosing heart disease and thus assist healthcare practitioners to make intelligent clinical decisions which traditional decision support systems cannot make. For developing this system, we consulted a Medical Practitioner who guided us with the symptoms of Heart Disease and their possible remedies. This research paper was also published in IEEE Conference in Feb 2015.

medical-data-mining icon medical-data-mining

Data Mining Analysis of mechanisms- based classification of musculoskeletal pain in clinical practice. K-means, logistic regression, random forests, all the good stuff

ml-ids icon ml-ids

:mag: Machine-learning-based intrusion detection

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