Submissions from 2024
A Revenue-Based Decision-making Approach for Evaluating Modular Product Release Plans under Resource Constraints, Adewole Adegbola and Venkat Allada
Analysis of Rural Broadband Adoption Dynamics: A Theory-Driven Agent-Based Model, Ankit Agarwal and Casey Canfield
Role Of Greener Default Options On Consumer Preferences For Renewable Energy Procurement, Ankit Agarwal, Casey I. Canfield, and Mahelet G. Fikru
Object Process Methodology to Turning Focused System Architecture Design for Manufacturing, Prithbey Raj Dey, David Enke, and Mario Buchely
Navigating Innovation within a Contractor's Business Model: A System Dynamics Approach, Mariam Elazhary, Cihan Dagli, and Islam H. El-Adaway
Choosing Both/and: Encouraging Green Energy Purchases In Community Choice Aggregation, Mahelet G. Fikru and Casey I. Canfield
A Simulation-Based Digital Twin for Data-driven Maintenance Scheduling of Risk-prone Production Lines Via Actor Critics, Abhijit Gosavi and Aparna Gosavi
CONWIP Control In The Digitized World: The Case Of The Cyber-Physical Jobshop, Abhijit Gosavi and Aparna A. Gosavi
Selective Genetic Algorithm Labeling: A New Data Labeling Method for Machine Learning Stock Market Trading Systems, Yechan Han, Jaeyun Kim, and David Enke
A Model-adaptive Random Search Actor Critic: Convergence Analysis and Inventory-control Case Studies, Yuehan Luo, Jiaqiao Hu, and Abhijit Gosavi
Deep Learning for Bitcoin Price Direction Prediction: Models and Trading Strategies Empirically Compared, Oluwadamilare Omole and David Enke
A Novel Trading System for the Stock Market using Deep Q-Network Action and Instance Selection, Myeongseok Park, Jaeyun Kim, and David Enke
An AI-Based Conceptual Framework to Improve Program Management of Complex Systems, Michael D. Parrish and Steven Corns
MEASURE TWICE, CHANGE ONCE: USING SIMULATION TO SUPPORT CHANGE MANAGEMENT IN RURAL HEALTHCARE DELIVERY, Clair Reynolds Kueny, Alex Price, and Casey I. Canfield
Multi-Step Ahead Water Level Forecasting using Deep Neural Networks, Fahimeh Sharafkhani, Steven Corns, and Robert Holmes
Designing Explainable AI To Improve Human-AI Team Performance: A Medical Stakeholder-Driven Scoping Review, Harishankar V. Subramanian, Casey I. Canfield, and Daniel Burton Shank
Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions in Kidney Placement, Mukund Telukunta, Sukruth Rao, Gabriella Stickney, Venkata Sriram Siddardh Nadendla, and Casey I. Canfield
A Systematic Review of Phenotypic and Epigenetic Clocks Used for Aging and Mortality Quantification in Humans, Brandon Warner, Edward Ratner, Anirban Datta, and Amaury Lendasse
Submissions from 2023
Identify Hard-To-Place Kidneys for Early Engagement in Accelerated Placement with a Deep Learning Optimization Approach, Lirim Ashiku and Cihan H. Dagli
Acid Sulfate Soils Classification and Prediction from Environmental Covariates using Extreme Learning Machines, Tamirat Atsemegiorgis, Leonardo Espinosa-Leal, Amaury Lendasse, Stefan Mattbäck, Kaj Mikael Björk, and Anton Akusok
Data Mining and Machine Learning Retention Models in Higher Education, Tatiana Cardona, Elizabeth A. Cudney, Roger Hoerl, and Jennifer Snyder
Analyzing Patient Satisfaction In A Rural Wound Care Center, Elizabeth A. Cudney, Clair Reynolds Kueny, and Susan L. Murray
Computational Intelligence Approach To SoS Architecting And Analysis, Cihan H. Dagli, Richard Threlkeld, and Lirim Ashiku
Deep Reinforcement Learning for Approximate Policy Iteration: Convergence Analysis and a Post-Earthquake Disaster Response Case Study, Abhijit Gosavi, L. (Lesley) H. Sneed, and L. A. Spearing
Profitability and Pricing Decision-Making Structures in Presence of Uncertain Demand and Green Technology Investment for a Three Tier Supply Chain, Rohit Gupta, Mohit Goswami, Yash Daultani, Baidyanath Biswas, and Venkat Allada
State-Level Trends in Renewable Energy Procurement Via Solar Installation Versus Green Electricity, Eric Hanson, Casey I. Canfield, Mahelet G. Fikru, and Jenny Sumner
A Machine Learning Trading System for the Stock Market based on N-Period Min-Max Labeling using XGBoost, Yechan Han, Jaeyun Kim, and David Lee Enke
Don’t Touch That Dial: Psychological Reactance, Transparency, And User Acceptance Of Smart Thermostat Setting Changes, Matthew Heatherly, Denise A. Baker, and Casey I. Canfield
Improving Social Bot Detection Through Aid And Training, Ryan Kenny, Baruch Fischhoff, Alex Davis, and Casey I. Canfield
Show-Me Resilience: Assessing And Reconciling Rural Leaders’ Perceptions Of Climate Resilience In Missouri, Zachary J. Miller, Caleb O'Brien, Casey I. Canfield, and Lauren Sullivan
Approximation of Optimal Control Surfaces for the Bass Model with Stochastic Dynamics, Gabriel Nicolosi and Christopher Griffin
An Effective Transfer Learning Based Landmark Detection Framework For UAV-Based Aerial Imagery Of Urban Landscapes, Bishwas Praveen, Vineetha Menon, Tathagata Mukherjee, Bryan Mesmer, Sampson Gholston, and Steven Corns
A Genome-wide Association Study Coupled With Machine Learning Approaches To Identify Influential Demographic And Genomic Factors Underlying Parkinson’s Disease, Md Asad Rahman and Jinling Liu
An Adaptive Physics-based Feature Engineering Approach For Machine Learning-assisted Alloy Discovery, Yasaman J. Soofi, Yijia Gu, and Jinling Liu
Combining Uncertainty Information With AI Recommendations Supports Calibration With Domain Knowledge, Harishankar Vasudevanallur Subramanian, Casey I. Canfield, Daniel Burton Shank, and Matthew Kinnison
Modeling of a Microstrip Line Referenced to a Meshed Return Plane, Zeyi Sun, Jian Liu, Xiaoyan Xiong, Yuan Liu, Victor Khilkevich, DongHyun Kim, and Daryl G. Beetner
Evaluating the Impact of Broadband Access and Internet Use in a Small Underserved Rural Community, Javier Valentín-Sívico, Casey I. Canfield, Sarah A. Low, and Christel Gollnick
Evaluating the Impact of Broadband Access and Internet Use in a Small Underserved Rural Community, Javier Valentín-Sívico, Casey I. Canfield, Sarah A. Low, and Christel Gollnick
X-Elm: A Fast Explainability Approach for Extreme Learning Machines, Brandon Warner, Edward Ratner, and Amaury Lendasse
Current Status Of Hoshin Kanri, Richard Wilson, Elizabeth A. Cudney, and Robert J. Marley
Machine Learning-Based Seismic Damage Assessment Of Residential Buildings Considering Multiple Earthquake And Structure Uncertainties, Xinzhe Yuan, Liujun Li, Haibin Zhang, Yanping Zhu, Genda Chen, and Cihan H. Dagli
Post-earthquake Regional Structural Damage Evaluation Based On Artificial Neural Networks Considering Variant Structural Properties, Xinzhe Yuan, Jian Zhong, Yanping Zhu, Genda Chen, and Cihan H. Dagli
Real-time Detection And Analysis Of Foodborne Pathogens Via Machine Learning Based Fiber-optic Raman Sensor, Bohong Zhang, Md Asad Rahman, Jinling Liu, Jie Huang, and Qingbo Yang
A Remote Fiber Optic Raman Sensor For Rapid And Nondestructive Foodborne Pathogen Detection, Bohong Zhang, Md Asad Rahman, Jinling Liu, Qingbo Yang, and Jie Huang
Usdot Tier-1 University Transportation Center for Advancing Cybersecurity Research and Education, Yunpeng Jack Zhang, Kailai Wang, Lingguang Song, Amaury Lendasse, Houbing Herbert Song, Zhu Han, Rakesh Verma, Arlei Silva, Carlos Rubio-Medrano, Zhixia Richard Li, and Guohui Zhang
Submissions from 2022
Fusing and Refining Convolutional Neural Network Models for Assembly Action Recognition in Smart Manufacturing, Md Al-Amin, Ruwen Qin, Wenjin Tao, David Doell, Ravon Lingard, Zhaozheng Yin, and Ming-Chuan Leu
Identifying AI Opportunities in Donor Kidney Acceptance: Incremental Hierarchical Systems Engineering Approach, Lirim Ashiku, Richard Threlkeld, Casey I. Canfield, and Cihan H. Dagli
Robust and Accurate Estimation of Cellular Fraction from Tissue Omics Data Via Ensemble Deconvolution, Manqi Cai, Molin Yue, Tianmeng Chen, Jinling Liu, Erick Forno, Xinghua Lu, Timothy Billiar, Juan Celedón, Chris Mckennan, Wei Chen, and Jiebiao Wang
Robust and Accurate Estimation of Cellular Fraction from Tissue Omics Data Via Ensemble Deconvolution, Manqi Cai, Molin Yue, Tianmeng Chen, Jinling Liu, Erick Forno, Xinghua Lu, Timothy Billiar, Juan Celedón, Chris Mckennan, Wei Chen, and Jiebiao Wang
On General Multi-Server Queues with Non-Poisson Arrivals and Medium Traffic: A New Approximation and a COVID-19 Ventilator Case Study, Carlos Chaves and Abhijit Gosavi
Resource Availability and Implications for the Development of Plug‐In Electric Vehicles, Ona Egbue, Suzanna Long, and Seong Dae Kim
Resource Availability and Implications for the Development of Plug‐In Electric Vehicles, Ona Egbue, Suzanna Long, and Seong Dae Kim
Knowing When to Pass: The Effect of AI Reliability in Risky Decision Contexts, H. Elder, T. Rieger, Casey I. Canfield, Daniel Burton Shank, and Casey Hines
Cost-Reflective Dynamic Electricity Pricing for Prosumers, Mahelet G. Fikru, Jeorge Atherton, and Casey I. Canfield
Demand for Renewable Energy via Green Electricity versus Solar Installation in Community Choice Aggregation, Mahelet G. Fikru and Casey I. Canfield
Demand for Renewable Energy Via Green Electricity Versus Solar Installation in Community Choice Aggregation, Mahelet G. Fikru and Casey I. Canfield
Encouraging Voluntary Government Action Via a Solar-Friendly Designation Program to Promote Solar Energy in the United States, Xue Gao, Casey I. Canfield, Tian Tang, Hunter Hill, Morgan Higman, and John Cornwell
Encouraging Voluntary Government Action via a Solar-Friendly Designation Program to Promote Solar Energy in the United States, Xue Gao, Casey I. Canfield, Tian Tang, Hunter Hill, Morgan Higman, and John Cornwell
Maintenance Optimization in a Digital Twin for Industry 4.0, Abhijit Gosavi and Vy Khoi Le
Airport Location for Smart and Sustainable Living: A Model and a Case Study of Rural Missouri, U.S., Abhijit Gosavi, Robert J. Marley, and Joshua Adu Afari
Airport Location for Smart and Sustainable Living: A Model and a Case Study of Rural Missouri, U.S., Abhijit Gosavi, Robert J. Marley, and Joshua Adu Afari
Flexible Energy Load Identification in Intelligent Manufacturing for Demand Response using a Neural Network Integrated Particle Swarm Optimization, Md Monirul Islam, Zeyi Sun, Ruwen Qin, Wenqing Hu, Haoyi Xiong, and Kaibo Xu
A Semi-Supervised Self-Training Method to Develop Assistive Intelligence for Segmenting Multiclass Bridge Elements from Inspection Videos, Muhammad Monjurul Karim, Ruwen Qin, Genda Chen, and Zhaozheng Yin
Duped by Bots: Why Some Are Better Than Others at Detecting Fake Social Media Personas, Ryan Kenny, Baruch Fischhoff, Alex Davis, Kathleen M. Carley, and Casey I. Canfield
A Systems Approach for Solving Inter-Policy Gaps in Dynamic Spectrum Access-Based Wireless Rural Broadband Networks, Pawel Kryszkiewicz, Casey I. Canfield, Shamsnaz Virani Bhada, and Alexander M. Wyglinski
A Novel Bayesian Framework Infers Driver Activation States and Reveals Pathway-Oriented Molecular Subtypes in Head and Neck Cancer, Zhengping Liu, Chunhui Cai, Xiaojun Ma, Jinling Liu, Lujia Chen, Vivian Wai Yan Lui, Gregory F. Cooper, and Xinghua Lu
Jointly-Learnt Networks for Future Action Anticipation Via Self-Knowledge Distillation and Cycle Consistency, Md Moniruzzaman, Zhaozheng Yin, Zhihai He, Ming-Chuan Leu, and Ruwen Qin
Approximation of optimal control surfaces for 2 × 2 skew-symmetric evolutionary game dynamics, Gabriel Nicolosi, Terry Friesz, and Christopher Griffin
Using System-Of-Systems Optimization for Healthcare: A Use Case in Radiation Oncology, Alex Price, Nels Knutson, and Cihan H. Dagli
Techno-Economic Feasibility Analysis of a Fully Mobile Radiation Oncology System using Monte Carlo Simulation, Alex T. Price, Casey I. Canfield, Geoffrey D. Hugo, James A. Kavanaugh, Lauren E. Henke, Eric Laugeman, Pamela Samson, Clair Reynolds-Kueny, and Elizabeth A. Cudney
Techno-Economic Feasibility Analysis of a Fully Mobile Radiation Oncology System using Monte Carlo Simulation, Alex T. Price, Casey I. Canfield, Geoffrey D. Hugo, James A. Kavanaugh, Lauren E. Henke, Eric Laugeman, Pamela Samson, Clair Reynolds-Kueny, and Elizabeth A. Cudney
Extraction of Stripline Surface Roughness using Cross-Section Information and S-Parameter Measurements, Zeyi Sun, Jian Liu, Xiaoyan Xiong, Victor Khilkevich, DongHyun Kim, and Darvl Beetner
Monte Carlo Particle Simulation of Avalanche Breakdown in a Reverse Biased Diode with Full Band Structure, Zeyi Sun, Manish Kizhakkeveettil Mathew, Ryan From, and DongHyun Kim
Monte Carlo Particle Simulation of Avalanche Breakdown in a Reverse Biased Diode with Full Band Structure, Zeyi Sun, Manish Kizhakkeveettil Mathew, Ryan From, and DongHyun Kim
Complex System Methodology for Meta Architecture Optimization of the Kidney Transplant System of Systems, Richard Threlkeld, Lirim Ashiku, and Cihan H. Dagli
Complex System Methodology for Meta Architecture Optimization of the Kidney Transplant System of Systems, Richard Threlkeld, Lirim Ashiku, and Cihan H. Dagli
Reducing Pharmacy Medication Errors using Lean Six Sigma: A Thai Hospital Case Study, Yaifa Trakulsunti, Jiju Antony, Rick Edgeman, Elizabeth A. Cudney, Mary Dempsey, and Atrracta Brennan
Push Them Forward: Challenges in Intergovernmental Organizations' Influence on Rural Broadband Infrastructure Expansion, Javier Valentín-Sívico, Casey I. Canfield, and Ona Egbue
Joint Control of Manufacturing and Onsite Microgrid System Via Novel Neural-Network Integrated Reinforcement Learning Algorithms, Jiaojiao Yang, Zeyi Sun, Wenqing Hu, and Louis Steinmeister
Submissions from 2021
Handwriting Features based Detection of Fake Signatures, Anton Akusok, Leonardo Espinosa Leal, Kaj Mikael Bjxc3xb6rk, Amaury Lendasse, and Renjie Hu
Evaluating Decision Making in Sustainable Project Selection between Literature and Practice, Rakan Alyamani, Suzanna Long, and Mohammad Nurunnabi
Machine Learning Models and Big Data Tools for Evaluating Kidney Acceptance, Lirim Ashiku, Md Al-Amin, Sanjay Kumar Madria, and Cihan H. Dagli
Network Intrusion Detection System using Deep Learning, Lirim Ashiku and Cihan H. Dagli
A Transdisciplinary Socio-Technical Systems Approach: Wireless Solutions for the Digital Divide, Shamsnaz Virani Bhada, Casey I. Canfield, and Alexander Wyglinski
CRLEDD: Regularized Causalities Learning for Early Detection of Diseases using Electronic Health Record (EHR) Data, Jiang Bian, Sijia Yang, Haoyi Xiong, Licheng Wang, Yanjie Fu, Zeyi Sun, Zhishan Guo, and Jun Wang
Machine Learning for Measuring and Analyzing Online Social Communications, Chris Bronk, Amaury Lendasse, Peggy Lindner, Dan S. Wallach, and Barbara Hammer
U.S. Withdrawal from Afghanistan: An Interdisciplinary Panel Discussion, Matthew Burmeister, Steven Corns, and John C. McManus
Streaming video available
A Multi-ELM Model for Incomplete Data, Baichuan Chi, Amaury Lendasse, Edward Ratner, and Renjie Hu
Total Productive Maintenance of Make-To-Stock Production-Inventory Systems via Artificial-Intelligence-Based ISMART, Angelo Encapera, Abhijit Gosavi, and Susan L. Murray
A Cluster-Based Framework for Interface Analysis in Large-Scale Aerospace Systems, Josh Goldschmid and Steven Corns
SoS Explorer Application with Fuzzy-Genetic Algorithms to Assess an Enterprise Architecture -- A Healthcare Case Study, Josh Goldschmid, Vinayaka Gude, and Steven Corns
Using Trend Extraction and Spatial Trends to Improve Flood Modeling and Control, Jacob Hale, Suzanna Long, Vinayaka Gude, and Steven Corns
Disaster Planning in the Age of Pandemics, Jason C. Hollan and Suzanna Long
Systematic Literature Review of Quality Maturity Matrix, Patrick Kush, Elizabeth A. Cudney, Tejaswi Materla, and Jiju Antony
NNBMSS: A Novel and Fast Method for Model Structure Selection, Amaury Lendasse, Kallin Khan, and Edward Ratner
Estimating Local-Scale Groundwater Withdrawals using Integrated Remote Sensing Products and Deep Learning, Sayantan Majumdar, Ryan G. Smith, Brian D. Conway, James J. Butler Jr., Venkataraman Lakshmi, and Cihan H. Dagli
Comparing Behavioral Theories to Predict Consumer Interest to Participate in Energy Sharing, Julia Morgan and Casey I. Canfield
Quantifying Time-Frequency Co-Movement Impact of Covid-19 on U.s. and China Stock Market toward Investor Sentiment Index, Rui Nian, Yijin Xu, Qiang Yuan, Chen Feng, and Amaury Lendasse
The Identification and Prediction in Abundance Variation of Atlantic Cod Via Long Short-Term Memory with Periodicity, Time–frequency Co-Movement, and Lead-Lag Effect Across Sea Surface Temperature, Sea Surface Salinity, Catches, and Prey Biomass from 1919 to 2016, Rui Nian, Qiang Yuan, Hui He, Xue Geng, Chi Wei Su, Bo He, and Amaury Lendasse
System of Systems Meta-Architecture Approach to Improve Legacy Metrorails for Enhanced Customer Experience, Maxwell Polley and Cihan H. Dagli
