Browse real student projects, abstracts, and awards.
ISEF · 2021
Systems Software
An ever-changing hazardous natural phenomenon – called a rip current – causes numerous fatal accidents all over the world. To address this problem, I use an image processing algorithm to det…
ISEF · 2021
Systems Software
According to the Puerto Rico Police Bureau, from March 15 to May 6, 2020, 919 incidents of gender violence were reported, most of them against women. Taking advantage of technology, we can p…
ISEF · 2021
Systems Software
The summer of 2020 was a different one: sea waters remain salty, the rivers ones persist crystal and clear; nonetheless, in the air, the threat hovers... The Covid-19 pandemic posed unforese…
ISEF · 2021
Systems Software
Existing static code analyzers are aimed at finding errors (syntax and semantic) for which there are explicit formal criteria, for example division by zero. They are capable of detecting onl…
ISEF · 2021
Systems Software
The project presents a software package and some necessary algorithms developed for the processing and analysis of spectra obtained with a low-field NMR spectrometer. Unlike the widely used…
ISEF · 2021
Systems Software
Stock market forecasting refers to the prediction of the price of any given stock within a desired time frame and has been a highly researched topic in recent years due to the difficulty of…
ISEF · 2021
Systems Software
From the perspective of disability science and engineering, there are a variety of software sources that help disabled people such as transcription apps and audio guides. On the other hand,…
ISEF · 2021
Systems Software
According to the Global Cancer Observatory, there were 65.858 breast cancer new cases in Indonesia (2020) with an estimated 22.430 deaths, mostly due to late treatment and false negative. We…
ISEF · 2021
Systems Software Fourth Award
Training deep convolutional neural networks (CNNs) requires immense time and energy, which often has a significant carbon footprint. Pruning CNNs increases their efficiency while maintaining…
ISEF · 2021
Systems Software
Malware developers actively seek vulnerabilities in computer systems and malware detectors to exploit for personal gain. Most modern malware detectors are learning-based (converting malware…
ISEF · 2021
Systems Software Third Award
Is it possible to measure the sentiments and emotions linked to words by analyzing their usage in different contexts? This experiment compares how feminine and masculine words are used in te…
ISEF · 2021
Systems Software
Between 110 million and 190 million people suffer from physical disability according to WHO. Eye tracking systems for helping handicapped have limited self-reliance features, long delay in c…
ISEF · 2021
Systems Software
Our research consists of utilizing the A* search algorithm and applying it to real world scenarios of finding shortest paths that mitigate virus transmission risk and help find efficient esc…
ISEF · 2021
Systems Software Second Award
Objectives Grocery shopping is a regular routine in our daily lives. However, the experience can be exceptionally challenging for individuals confronting vision impairment or blindness. The…
ISEF · 2021
Systems Software
The purpose of this experiment is to create a three dimensional turtle program that allows beginning programmers to visualize and program lines and shapes such as three dimensional fractals,…
ISEF · 2021
Systems Software
Almost everyone uses the notes application in their daily life so as not to lose important information. For musicians, it's also a professional tool. However, the existing products not adapt…
ISEF · 2020
Systems Software
Over 466 million people suffer from disabling hearing loss. However, learning and practicing sign language is not commonplace in society; hence, this study developed a sign language recognit…
ISEF · 2020
Systems Software
Extraterrestrial solar cell efficiency has only begun to be researched over the past few years, even though this topic is very important for the future exploration of our solar system. This…
ISEF · 2020
Systems Software
The purpose of this experiment was to simulate an automatic vehicle’s delivery route and examine how it recalculates if a road is blocked or slowed. To do this, Dijkstra’s algorithm, which c…
ISEF · 2020
Systems Software
On average, thirteen thousand Americans fall victim to gun violence each year. Gun violence is the second-leading cause of death for teens in the United States, 58% are homicides - approxima…
ISEF · 2020
Systems Software
The purpose of this study is to develop the Forward Head Posture(FHP) Feedback System using Markerless Skeletal Tracking and to improve its judgment criteria to compensate for the lack of pe…
ISEF · 2020
Systems Software
Children with autism spectrum disorder (ASD) often find it difficult to understand other people’s emotions and facial expressions. However, it is possible to train them with DVDs, quizzes an…
ISEF · 2020
Systems Software
Visually impaired parents can face more obstacles in child rearing than non-disabled parents since visually impaired parents cannot see where their child is or what their child is doing. Suc…
ISEF · 2020
Systems Software
In many problems such as network routing, the length of a path is often less important than the bottleneck (minimum or maximum edge weight) of the path. In this study, I investigate the appl…
ISEF · 2020
Systems Software
My goal is to determine if artificial intelligence can create art that is both original and comparable to human-created analogues. To determine this, I decided to use music as the artform, a…
ISEF · 2020
Systems Software
The use of insecure passwords and growing numbers of security breaches in online services are becoming a bigger threat to both companies as well as people individually. While there are many…
ISEF · 2020
Systems Software
Power grids are subject to physical and cybersecurity attacks. A way to help mitigate this threat is to reduce response time by analyzing data reported from the power grid to detect inconsis…
ISEF · 2020
Systems Software
All aircraft are reliant on situational awareness data contained in automatic dependent surveillance-broadcasts (ADS-B) to stay efficient and safe. Currently, ADS-B is broadcast on 1090 MHz…
ISEF · 2020
Systems Software
This project compares eight artificial intelligence models for detecting cyber attacks. The purpose of this project is to address the rising frequency and severity of cyber attacks that are…
ISEF · 2020
Systems Software
In 2018 a total of 39 school shootings took place in the United States. An overwhelming percentage of these attacks were a result of the estimated 962,300 violent incidents in schools. The o…