Sample Projects

This page contains various sample student projects created using Neuroph and datasets from UCI Machine Learning Repository
Projects include classification, prediction, recognition, controll tasks, sample applications and more. Projects were created as a working assignment during the course on Intelligent Systems at University of Belgrade, Faculty of Organizational Sciences.
If you do something similar let us know and send us your work to list it here.

Recognition of Braille Alphabet Using Neural Networks

Shuttle Landing Control
Training neural network for shuttle landing control

Shuttle Landing Control - Part 2
Analysis of the training

Music Classification by Genre Using Neural Networks

Face Recognition Using Neural Network

Concept Learning And Classification - Hayes-Roth Data Set

Predicting Poker Hands With Neural Networks

Predicting relative performance of computer processors with neural networks

Predicting Survival Of Patients - Habermans Data Set
Predicting survival of patients who had undergone surgery for breast cancer.

Predicting The Class of Breast Cancer With Neural Networks
Breast Tissue Classification Using Neural Networks
Train the neural network to predict to which group of six classes excised breast tissue belongs.

Classification of Animal Species Using Neural Network
Classification of Animal Species Using Neural Network 2
Classification of Animal Species Using Neural Network 3
Classification of animal species based on 17 Boolean-valued attributes

Classification Of Animal Species Training Analysis

Car Evaluation Using Neural Networks

Lenses Classification Using Neural Networks

Balance Scale Classification Using Neural Networks
Using Neuroph for Balance Scale classification problem

Blood Transfusion Service Center
Teach the neural network to predict whether a blood donor gave blood in March 2007 based on characteristics that are given as input parameters.

Predicting The Result of Football Match With Neural Networks

Prediction the Workability of High-Performance Concrete

Concrete Compressive Strength Test

Glass Identification Using Neural Networks

Teaching Assistant Evaluation

Predicting Protein Localization Sites Using Neural Networks

Predicting The Religion of European States Using Neural Networks

Predicting The Burned Area of Forest Fires Using Neural Networks

Wine Classification Using Neural Networks 1
Wine Classification Using Neural Networks 2
Wine Classification Using Neural Networks 3

NeurophRM: integration of the Neuroph framework into RapidMiner