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2024

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Advancing Game Development and AI Integration: An Extensible Game Engine With Integrated AI Support for Real-World Deployment and Efficient Model Development, Ryan Anderson

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Empowering Graphics: A Distributed Rendering Architecture for Inclusive Access to Modern GPU Capabilities, Taylor Anderson

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Inferring a Hierarchical Input Type for an SQL Query, Santosh Aryal

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Pedestrian Pathing Prediction Using Complex Contextual Behavioral Data in High Foot Traffic Settings, Laurel Bingham

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Interpretable and Robust Deep Anomaly Detection, He Cheng

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Interpreting Neural Networks for Particle Tracing in Fluid Simulation Ensembles: An Interactive Visualization Framework, Maanav Choubey

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Generative AI in Education From the Perspective of Students, Educators, and Administrators, Aashish Ghimire

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Achieving Responsible Anomaly Detection, Xiao Han

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Analyzing Student Behaviors in CS1 Through Programming Process Data, Kaden F. Hart

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Decentralized Unknown Building Exploration by Frontier Incentivization and Voronoi Segmentation in a Communication Restricted Domain, Huzeyfe M. Kocabas

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Optimizing Mobility on Demand Systems: Multiagent Reinforcement Learning Approaches to Order Assignment and Vehicle Guidance, Jiyao Li

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A Comprehensive and Interactive Visualization Tool to Support Equitable Adoption of Electrified Transportation, Aashay Maheshwarkar

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Creating a Virtual Hierarchy From a Relational Database, Yucong Mo

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Fishing Vessel Detection in Exclusive Economic Zones From Low Earth Orbit Satellites With Power and Computational Constraints, Kyler E. Nelson

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Leveraging Generative AI For Sustainable Farm Management Techniques Correspond To Optimization and Agricultural Efficiency Prediction, Samira Samrose

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A Review of Student Attitudes Towards Keystroke Logging and Plagiarism Detection in Introductory Computer Science Courses, Caleb Syndergaard

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Enhancing Monthly Streamflow Prediction Using Meteorological Factors and Machine Learning Models in the Upper Colorado River Basin, Saichand Thota

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Enhancing Monthly Streamflow Prediction Using Meteorological Factors and Machine Learning Models in the Upper Colorado River Basin, Saichand Thota, Ayman Nassar, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, and Pouya Hosseinzadeh; Hydrology

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A Framework That Explores the Cognitive Load of CS1 Assignments Using Pausing Behavior, Joshua O. Urry

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Time-Series Feature Selection for Solar Flare Forecasting, Yagnashree Velanki, Pouya Hosseinzadeh, Soukaina Filali Boubrahimi, and Shah Muhammad Hamdi; Universe

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Informed Intervention Design, Deployment, And Analysis for the Computer Science Classroom, Jaxton J. Winder

2023

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Collaborative Task Completion for Simulated Hexapod Robots Using Reinforcement Learning, Tayler Don Baker

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Deep Learning With Effective Hierarchical Attention Mechanisms in Perception of Autonomous Vehicles, Qiuxiao Chen

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A Generative Neural Network for Discovering Near Optimaldynamic Inductive Power Transfer Systems, Md Shain Shahid Chowdhury Oni

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Optimal Stopping of Multi-Robot Exploration for Unknown, Bounded Environments, Trey D. Crowther

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Generative Neural Network Approach to Designing and Optimizing Dynamic Inductive Power Transfer Systems, Andrew Pond Curtis

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Generalizing Deep Learning Methods for Particle Tracing Using Transfer Learning, Shubham Gupta

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Plagiarism Deterrence in CS1 Through Keystroke Data, Kaden Hart, Chad Mano, and John M. Edwards; SIGCSE 2023: Proceedings of the 54th ACM Technical Symposium on Computer Science Education

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Accurate Estimation of Time-on-Task While Programming, Kaden Hart, Christopher M. Warren, and John Edwards; SIGCSE 2023: Proceedings of the 54th ACM Technical Symposium on Computer Science Education

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Proxy Voting Coordination Mechanisms: Determining How Agents Should Coordinate in a Continuous Preference Space, Michael D. Hegerhorst

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Coding Bootcamps - Perceptions and Outcomes, Logan L. Hendricks

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Physics-Guided Deep Learning for Solar Wind Modeling at L1 Point, Robert M. Johnson

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Comparative Study of Clustering Techniques on Eye-Tracking in Dynamic 3D Virtual Environments, Scott Johnson

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Adversarial Swarming: A Groundwork for Multi-Drone Independent Interception Exercises Through MA-POCA in Unity, Johnathan D. Kunz

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Advanced Caching and Streaming for Large Scale Point Cloud Data Visualization on the Web, Pravin Poudel

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Solar Flare Prediction From Extremely Imbalanced Multivariate Time Series Data Using Minimally Random Convolutional Kernel Transform, Kartik Saini

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Constrained Route Optimization With Fleet Considerations for Electrified Heavy-Duty Freight Vehicles, Zarin Subah Shamma

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Adversarially Reweighted Sequence Anomaly Detection With Limited Log Data, Kevin Vulcano

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Deep Learning With Attention Mechanisms in Breast Ultrasound Image Segmentation and Classification, Meng Xu

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Analysis of Student Behavior and Score Prediction in Assistments Online Learning, Aswani Yaramala

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Algorithms for Unit-Disk Graphs and Related Problems, Yiming Zhao

2022

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A Computer Programming Intervention for Second Grade Math Students, Eric B. Bagley

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Design of Environment Aware Planning Heuristics for Complex Navigation Objectives, Carter D. Bailey

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Artificial Intelligence and Deep Reinforcement Learning Stock Market Predictions, Andrew W. Brim

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PORTAL: Portal Widget for Remote Target Acquisition and Control in Immersive Virtual Environments, Donguyn Han, Donghoon Kim, and Isaac Cho; VRST '22: Proceedings of the 28th ACM Symposium on Virtual Reality Software and Technology

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Fitting Physical Models to Spatiotemporal Observations: Discovering Developmental Regulatory Networks of Drosophila, DJ Holt

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Development of a Machine Learning-Based Financial Risk Control System, Zhigang Hu

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Syntax Exercises and Their Effect on Computational Thinking, Marina Johnson

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Spatiotemporal Data Augmentation of MODIS-LANDSAT Water Bodies Using Generative Adversarial Networks, Ashit Neema

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Indexer++: Workload-Aware Online Index Tuning With Transformers and Reinforcement Learning, Vishal Sharma and Curtis Dyreson; Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing

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Programming Process, Patterns and Behaviors: Insights from Keystroke Analysis of CS1 Students, Raj Shrestha

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Pausing While Programming: Insights From Keystroke Analysis, Raj Shrestha, Juho Leinonen, Albina Zavgorodniaia, Arto Hellas, and John M. Edwards; Proceedings of the ACM/IEEE 44th International Conference on Software Engineering: Software Engineering Education and Training

2021

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Intelligent Traffic Management: From Practical Stochastic Path Planning to Reinforcement Learning Based City-Wide Traffic Optimization, Kamilia Ahmadi

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Achieving a Sequenced, Relational Query Language with Log-Segmented Timestamps, M. A. Manazir Ahsan

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MetaXMorph: Hierarchical Transformation of Data with Metadata, Shubham Airan

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A Look into User's Privacy Perceptions and Data Practices of IoT Devices, Mahdi Nasrullah Al-Ameen, Apoorva Chauhan, M.A. Manazir Ahsan, and Huzeyfe Kocabas; Information and Computer Security

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Understanding User Behavior, Information Exposure, and Privacy Risks in Managing Old Devices, Mahdi Nasrullah Al-Ameen, Tanjina Tamanna, Swapnil Nandy, and Huzeyfe Kocabas; Lecture Notes in Computer Science

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An Empirical and Theoretical Investigation of Random Reinforced Forests and Shallow Convolutional Neural Networks, Nikhil Ganta

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Data-Driven Recommendation of Academic Options Based on Personality Traits, Aashish Ghimire

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An In-Depth Look at Learning Computer Language Syntax in a High-Repetition Practice Environment, Stephanie Gonzales

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LogBERT: Log Anomaly Detection via BERT, Haixuan Guo

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On Predicting Omnidirectional Honey Bee Traffic Using Weather and Electromagnetic Radiation, Daniel G. Hornberger

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Breast Ultrasound Image Segmentation Based on Uncertainty Reduction and Context Information, Kuan Huang

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Fixed Pattern Noise Non-Uniformity Correction Through K-Means Clustering, Andres Imperial

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Algorithms for Covering Barrier Points by Mobile Sensors With Line Constraint, Princy Jain

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Deep Learning and Optimization in Visual Target Tracking, Mohammadreza Javanmardi

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Understanding User's Behavior and Protection Strategy upon Losing, or Identifying Unauthorized Access to Online Account, Huzeyfe Kocabas, Swapnil Nandy, Tanjina Tamanna, and Mahdi Nasrullah Al-Ameen; Lecture Notes in Computer Science

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Comparative Study of Machine Learning Models on Solar Flare Prediction Problem, Nikhil Sai Kurivella

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Achieving Hate Speech Detection in a Low Resource Setting, Peiyu Li

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Fitting Cell-Based Biomechanical Models from Spatiotemporal Data: A Gradient Descent Approach, Namita Raghuvanshi

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Deep Learning Data and Indexes in a Database, Vishal Sharma

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Plug-and-Play SQL, Shubham Swami

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Intraday Stock Trading Using Reinforcement Learning: An Investigation of Visual Representations of Price, Kanak Tenguria

2020

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Automation of Feature Selection and Generation of Optimal Feature Subsets for Beehive Audio Sample Classification, Aditya Bhouraskar

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Deep Q Learning Applied to Stock Trading, Agnibh Dasgupta

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Using Imagery to Improve Program Quality in Computer Programming, Joseph S. Ditton

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Facial Expression Recognition in the Wild Using Convolutional Neural Networks, Amir Hossein Farzaneh

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Teaching Distributed Application Design Using Drones, Cameron Frandsen

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A Robust Structured Tracker Using Local Deep Features, Mohammadreza Javanmardi, Amir Hossein Farzaneh, and Xiaojun Qi; Electronics

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Solar Irradiance Prediction Using Xg-boost With the Numerical Weather Forecast, Pratyusha Sai Kamarouthu

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Development and Identification of Metrics to Predict the Impact of Dimension Reduction Techniques on Classical Machine Learning Algorithms for Still Highway Images, Wasim Akram Khan

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Automating and Analyzing Whole-Farm Carbon Models, Aditi Maheshwari

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Exact Generalized Voronoi Diagram Computation using a Sweepline Algorithm, Daniel Marsden

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Predicting the Impact of Weather on Rural Travel Times Using Now-Cast Weather Forecast Data, Manish Meshram

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Developing a Mobile Application‐Based Particle Image Velocimetry Tool for Enhanced Teaching and Learning in Fluid Mechanics: A Design‐Based Research Approach, Angela L. Minichiello, David Armijo, Sarbajit Mukherjee, Lori M. Caldwell, Vladimir Kulyukin, Tadd T. Truscott, Jack Elliott, and Aditya Bhouraskar; Computer Applications in Engineering Education

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Acquisition, Processing, and Analysis of Video, Audio and Meteorological Data in Multi-Sensor Electronic Beehive Monitoring, Sarbajit Mukherjee

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Application of Digital Particle Image Velocimetry to Insect Motion: Measurement of Incoming, Outgoing, and Lateral Honeybee Traffic, Sarbajit Mukherjee and Vladimir Kulyukin; Applied Sciences

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Machine Learning Enhanced Free-Space and Underwater OAM Optical Communications, Patrick L. Neary

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Machine Learning-Based Signal Degradation Models for Attenuated Underwater Optical Communication OAM Beams, Patrick L. Neary, Abbie T. Watnik, K. Peter Judd, James R. Lindle, and Nicholas S. Flann; Optics Communications

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Load Forecasting Analysis Using Contextual Data and Integration With Microgrids Used For Off Grid EV Charging Stations, Ashit Neema

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Micro Grid Control Optimization with Load and Solar Prediction, Shaju Saha

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Job Satisfaction and Employee Turnover Determinants in Fortune 50 Companies: Insights from Employee Reviews from Indeed.com, Bishal Sainju

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Infrared and Visible Image Fusion Based on Oversampled Graph Filter Banks, Chunyan Song, Xueying Gao, Yu-Long Qiao, and Kaige Zhang; Journal of Electronic Imaging

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An Analysis of Syntax Exercises on the Performance of CS1 Students, Shelsey B. Sullivan

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Visual Saliency Estimation and Its Applications, Fei Xu

2019

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Bee Shadow Recognition in Video Analysis of Omnidirectional Bee Traffic, Laasya Alavala

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Social Media Use During Crisis Events: A Mixed-Method Analysis of Information Sources and Their Trustworthiness, Apoorva Chauhan

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Development and Application of Big Data Platform for Garlic Industry Chain, Weijie Chen, Guo Feng, Chao Zhang, Pingzeng Liu, Wanming Ren, Ning Cao, and Jianrui Ding; Computers, Materials & Continua

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Temporal JSON, Aayush Goyal

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Research on the Law of Garlic Price Based on Big Data, Feng Guo, Pingzeng Liu, Chao Zhang, Weijie Chen, Wei Han, Wanming Ren, Yong Zheng, and Jianrui Ding; Computers, Materials & Continua