Volume 5 • 2023

JSSR

Developing a Model to Quantify Biological Molecule Cofilin

• SIMRAN SALUJA,
• Nadiatou Miningou
• and Kim T Blackwell

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Bioengineering

JSSR

Analysis of neutrophil distribution in cultured whole blood clots, an ex vivo thrombus model

• HAMSINI RANGARAJAN,
• Julia Leonard
• and Caroline Hoemann

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Bioengineering

JSSR

Quantitative Analysis of Strabismus Misalignment

• CHARLOTTE GABRIEL,
• Thomas Chang
• and Qi Wei

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Bioengineering

JSSR

Empirical Analysis of VDOT Crash Data

• Elizabeth Li
• and Shanjiang Zhu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Civil, Environmental and Infrastructure Engineering

JSSR

Human reaction delays in nonstandard driver positions

• DINAH ADDISALEM,
• DEVEN HAGEN,
• MARIA MOLCHANOVA,
• Alejandra Stevens,
• ALEXANDER VAN ESS,
• Marek Vanzura
• and Missy Cummings

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Intersectional Intelligence

• NASHLA TURCIOS
• and Brittany Johnson

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Takuan: Root Causing Order-Dependent Flaky Tests through Analysis of Dynamic Invariants

• NATE LEVIN,
• Yule Zhang,
• August Shi
• and Wing Lam

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Scaling ChatGPT to Building Larger Applications with Microtask Programming

• EMI ZHANG,
• HENRY HU,
• MANOHAR NOOKALA,
• Emad Aghayi
• and Thomas D. LaToza

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Using large language models to author debugging hypotheses

• GAVIN CRIGGER,
• RAYMOND FU,
• Abdulaziz Alaboudi
• and Thomas D. LaToza

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

A comparison of LLM and human answers to StackOverflow programming questions

• RICHA GUPTA,
• MAISHA FARZANA,
• Sajed Jalil
• and Thomas D. LaToza

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Determining Context Factors Used When Selecting Web Development Debugging Strategies

• VALENTINA HONG,
• Maryam Arab,
• Jenny Liang
• and Thomas D. LaToza

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

A Tool Managing Private Studios

• ARJUN REDDY
• and Fei Li

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

A Tool Managing Private Studios

• VIRAJ KAMATH
• and Fei Li

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Exploring the Effect of Data Heterogeneity in Federated Learning for Language Modeling

• MARINA LIN,
• Michael Crawshaw
• and Mingrui Liu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Adapting Large Language Models to Aid End-Users in Bug Reporting

• ALYSSA MCGOWAN,
• Junayed Mahmud
• and Kevin Moran

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

SearchAccess: Advancing Accessibility in Android App Design Through A Deep Learning-Powered GUI-Based Search Engine

• SOPHIA LIN,
• Arun Krishnavajjala
• and Kevin Moran

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

The advantages of using millimeter-wave radars for material classification.

• AVNI DAMANI,
• Shuai Wang
• and Parth Pathak

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

A Simple Multi-Modality Transfer Learning System for End-to-End Sign Language Summarization

• MIHIR KULSHRESHTHA,
• Ziyu Yao
• and Parth Pathak

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Interpreting neural network predictions of unseen space for a Learning over Subgoals Planner

• RUCHI BONDRE,
• Swathi Guptha
• and Gregory J. Stein

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Real World Data Collection for Navigation via Learning Over Subgoals Planning 

• DIYA BHATTACHARJEE,
• NIKITA BENNY,
• Abhishek Paudel,
• Abhish Khanal,
• Raihan Arnob
• and Gregory J. Stein

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

DR-CyCADA: Depth Retentive Cycle Consistent Adversarial Domain Adaptation

• ROHIT KULKARNI,
• Abhishek Paudel
• and Gregory J. Stein

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Using Machine Learning to Improve Autonomous Robot Navigation on Vertically Challenging Terrain

• PRISHA RACHAKONDA,
• HIMAGNYA ELAPROLU,
• Aniket Anand Datar,
• Chenhui Pan
• and Xuesu Xiao

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

GraphWorld: A Novel Approach for Testing and Visualizing Graph-based Reinforcement Learning Algorithms

• HRIDAY SAINATHUNI,
• KESHAV SUBRAMONIAN,
• Manshi Limbu
• and Xuesu Xiao

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Computer Science

JSSR

Interference mitigation using a ML-driven xApp in O-RAN architecture

• DIANA LIN,
• SAMARTH BHARGAV,
• Nathaniel Kabigting,
• Azuka Chiejina
• and Vijay Shah

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Cybersecurity Engineering

JSSR

Transformer-Based Incomplete Time Series Classification Framework for Fast UAV Detection Over Encrypted Wi-Fi Traffic

• JASON HAO,
• Linda Tong,
• Boyi Dai
• and Kai Zeng

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Electrical and Computer Engineering

JSSR

Early Signs as Effective Indicators of Long-term Procrastination Using Machine Learning

• AANIKA TANGIRALA,
• AADHITYA RAMESH
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

A Comparative Analysis of Hybrid Quantum Neural Networks in Binary Credit Defaulting Tasks

• ADITYA SENGAR,
• AARYA VIJAYARAGHAVAN,
• JIWOO HWANG
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

A Comparative Analysis of Classical and Quantum Computer Trading Algorithms

• ADEN MICHAEL KAMATH
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

The influence of time intervals between test attempts on student performance – an ML-focused analysis of synthetic data

• ADITYA BARMAN
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Using A Machine Learning Approach to Identify Predictive Factors for Early Detection of Procrastination – An Experimental Design

• VINEEL KANDALA,
• ALEEM SIDDIQUI
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

A preliminary analysis of deep learning and quantum machine learning approaches for stock prediction

• ANDY QIN
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

The Impact of Online Learning During Covid-19 on Student Procrastination – A Systematic Literature Review

• KALLAKURU SAMPADA,
• RYAN YI,
• ARJUN BANGALORE
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Predicting Procrastination in College Students Using Machine Learning: A Comparative Analysis of Models – A Preliminary Experiment

• ARNAV MATHUR
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Detection Methods for Sockpuppet Accounts on Reddit – A Systematic Literature Review

• ASHWIN TRIPATHY
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

The Exploration on the Variety of Methods that Attempt to Reduce Barren Plateaus in Quantum Machine Learning, and the Proposal of a Noise-Reducing Ansatz as a Solution – A Literature Review

• BRAHMJOT SINGH CHAWLA,
• CRISTIAN GERHARD JIMENEZ- EBERT
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Unveiling Sockpuppets: A Systematic Review on Feature Selection for Automated Sockpuppet Detection in Wikipedia

• CHIOH LEE,
• AKHIL RACHAKONDA
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Social, cultural and economic factors influencing the academic performance – an experiment design

• CURRAN KASIREDDY
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Effective Machine Learning Algorithms Using Procrastination Indicators to Predict Task Completion Rates – A Literature Review

• ESHA LOHIYA
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Factors Affecting Teacher Procrastination – A Literature Review

• NEIL RUDRA
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

The Impact of Peer Learning and the Flipped Classroom Model on Large Classrooms – A Literature Review

• PHANISHREE GUNUKULA
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Catching Sockpuppetry in Wikipedia - A Systematic Literature Review of Detection Methods

• PRIYANSHU GHOSH,
• ANANYA ARVIND
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

The influence of learning styles and motivation on academic performance – a literature review The influence of learning styles and motivation on academic performance – a literature review

• SABRINA FELDBERG
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

A literature review of sockpuppet account detection for Facebook

• SRIKAR KODE
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Comparing Transformers & Attention Mechanisms, Generative Adversarial Networks, and Reinforcement Learning to Human Learning Processes – A Literature Review

• VINDHYA MARRI
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Using A Machine Learning Approach to Identify Predictive Factors for Early Detection of Procrastination – An Experimental Design

• VINEEL KANDALA,
• ALEEM SIDDIQUI
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

The Impact of Gamification on Motivation and Engagement in Game-based Learning Environments - A Literature Review

• YUNUS ERYLMAZ
• and Mihai Boicu

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Do YouTubers Promote Bullshiting using ChatGPT? Exploring the Use of Large-Language Models in YouTube Videos and Their Risk Landscapes

• LINH BUI,
• STEPHEN GERSON,
• MEGAN LINCICUM,
• LEYAT SAMSON,
• Zhenan Zhang,
• Julia Hsu
• and Myeong Lee

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

An Empirical Study of Commits in Pillow

• NUO CHENG,
• Shiyu Sun
• and Jianli Pan

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Information Sciences and Technology

JSSR

Analyzing Atmospheric Corrosion in Marine Environments on C1010 Steel for Improved Applications on Naval Platforms

• ISAAC VARGHESE,
• YOUNGJAE KIM
• and Mehdi Amiri Darehbidi

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Mechanical Engineering

JSSR

Optimizing electrical conductivity of Aluminum covetic nanocomposites via CO2 laser synthesis on polyimide substrate

• MAXWELL HONG,
• AARON SHANSAB,
• Hossein Najaf,
• Diego Lobo,
• Muhammad Khan
• and Pilgyu Kang

• 27 October 2023
• Volume 5 • 2023
• College of Engineering and Computing: Department of Mechanical Engineering