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Smart Watch Smoking Cessation Assistant

Over the past few years, there has been considerable research effort on the active research area directed towards the prevention of smoking, which has been called the single biggest preventable cause of death in the world.

Stress Detection with Smart Watch

In this project, we found correlation between heart rate, physical activity and stress level. We collect sensor data for stress level from the user. In addition, user gives us input from the watch about the instant stress he or she experiences, arousal and valence values. We process the raw data and come up with statistics and graphs for each user. Then, with knn algorithm on Matlab, we find accuracy percentages for each individual subject. By analyzing all inputs we get from the user with the heart rate data, we create groups of subjects as classification. We checked each group

Walkability

Nowadays, smartwatches have become very popular. It is especially used by sportsman/sportswoman, since it has several useful application that shows and collects important data like heart rate, steps, distance driven and so on. And the smartwatches are very useful for data collection because they have sensors more than smartphones have and the watches are with you almost everywhere you go.

Benchmark Suite for Parallel Programming Design Patterns

The first computers are single core. So they run the programs sequentially. After that, multicore and multiprocessor computers has been built. So developer can run multiple threads in their programs simultaously. Thanks to new powerful multiprocessors, parallel computers and systems has gained importance last years.

Image based detection of exam questions in question banks

Customer behavior analysis from simulated telecom data

In a growing industry, keeping a customer in an operator has become an important issue in telecommunication world in recent years and companies are conducting many researches to understand their customers’ behavior. Almost every telecommunication company invest on those kind of researches to find out why a customer ports out from an operator. To find that out it’s important to analyze customer’s each behavior but also analyzing routines of the customers is a key point to understand the customer as well.

Average Case Complexity

While investigating the complexity of a problem the start point is complexity for a single input and then running time of an algorithm starts to depend the distribution of the instances.When
we talking about a distribution of the instances ,there might be differences from the worst-case running time.Therefore the complexity can be better than worst case for the many of the

Determining the Optimal Position for the Goalkeeper in Robot Soccer

Cerberus is the robot soccer team of Boğaziçi University which competes in RoboCup Standard Platform League since 2001. My task for the graduation project was to develop a software for the goalkeeper which keeps it at an optimum place on the field according to the positions of the ball and other players.

Development of a Graphical User Interface for RoboCup Rescue Simulation to Control Agents

This project aims to implement a Graphical User Interface for the RoboRescue Simulation Competition Simulator where users can send commands to the agents. Additionally it aims to provide a logging functionality to be used as the input of an Apprenticeship Learning algorithm to train the agents and improve their performance.

A Sentiment Analysis System for Turkish Tweets

Twitter is one of the most common platforms that people share their ideas about any topic. Also, Twitter provides huge database for researchers and analysts and also for companies. However, this infinite data crates some difficulties. The most important difficulty is that there is huge amount of text data, therefore you need to analyze the results and develop methods for the evaluation. This disadvantage contributes to make long time for analyzing data.

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