Engineering Management and Systems Engineering Faculty Research & Creative Works

Robust Berth Scheduling at Marine Container Terminals Via Hierarchical Optimization, Mihalis Golias, Isabel Portal, Dinçer Konur, Evangelos Kaisar, and Georgios Kolomvos

How to Rein in the Volatile Actor: A New Bounded Perspective, Abhijit Gosavi

Variance-penalized Markov Decision Processes: Dynamic Programming and Reinforcement Learning Techniques, Abhijit Gosavi

Beyond Exponential Utility Functions: A Variance-Adjusted Approach for Risk-Averse Reinforcement Learning, Abhijit Gosavi, Sajal K. Das, and Susan L. Murray

Long-Term Time Series Prediction using OP-ELM, Alexander Grigorievskiy, Yoan Miche, Anne Mari Ventelä, Eric Séverin, and Amaury Lendasse

A Functional Approach to Monitor and Recognize Patterns of Daily Traffic Profiles, Ivan G. Guardiola, T. Leon, and Fermin Mallor

Fast Feature Selection in a GPU Cluster using the Delta Test, Alberto Guillén, M. Isabel García Arenas, Mark van Heeswijk, Dusan Sovilj, Amaury Lendasse, Luis Javier Herrera, Héctor Pomares, and Ignacio Rojas

Study of Combined Heat, Hydrogen and Power System Based on a Molten Carbonate Fuel Cell Fed by Biogas Produced by Anaerobic Digestion, T. A. Hamad, A. A. Agll, Y. M. Hamad, S. Bapat, M. Thomas, Kevin B. Martin, and John W. Sheffield

Hydrogen Recovery, Cleaning, Compression, Storage, Dispensing, Distribution System and End-Uses on the University Campus from Combined Heat, Hydrogen and Power System, Tarek A. Hamad, Abdulhakim Amer A. Agll, Yousif M. Hamad, Sushrut Bapat, Mathew Thomas, Kevin B. Martin, and John W. Sheffield

RMSE-ELM: Recursive Model based Selective Ensemble of Extreme Learning Machines for Robustness Improvement, Bo Han, Bo He, Mengmeng Ma, Tingting Sun, Tianhong Yan, and Amaury Lendasse

Timekeeping Issues in Ultra-quality Metering Systems, David D. Haynes and Steven M. Corns

Fast Face Recognition Via Sparse Coding and Extreme Learning Machine, Bo He, Dongxun Xu, Rui Nian, Mark van Heeswijk, Qi Yu, Yoan Miche, and Amaury Lendasse

A Military System of Systems Architecting with Individual System Contracts, Dincer Konur
Streaming video available

Carbon Constrained Integrated Inventory Control and Truckload Transportation with Heterogeneous Freight Trucks, Dinçer Konur

On the Flexibility of Systems in System of Systems Architecting, Dincer Konur, Hadi Farhangi, and Cihan H. Dagli

Track Inspection Planning and Risk Measurement Analysis, Dincer Konur, Hadi Farhangi, Suzanna Long, Ruwen Qin, and A. Curt Elmore

Integrated Inventory Control and Transportation Decisions under Carbon Emissions Regulations: LTL vs.. TL Carriers, Dinçer Konur and Brian Schaefer

Advances in Extreme Learning Machines (Elm2012), Amaury Lendasse, Qing He, Yoan Miche, and Guang Bin Huang

Immunohistochemistry and RNA in Situ Hybridization in Mouse Brain Development, Jinling Liu and Aimin Liu

The Rules: The Written & The Unwritten, Suzanna Long
Streaming video available

Quantifying Economic Benefits for Rail Infrastructure Projects, Suzanna Long, Ruwen Qin, John Betak, Akhilesh Ojha, and John J. Myers

Longitudinal Useful Life Analysis and Replacement Strategies for LED Traffic Indicators, Suzanna Long, Ruwen Qin, Mariesa Crow, C. H. Wu, Sean Schmidt, Snehal Digraskar, and Venkat Kothapalli

Healthcare Appointment Notification Optimization: A Review of the Current Literature, Karan Madra and Elizabeth A. Cudney

The Weibull Scheduling Index for Client Driven Manufacturing Processes, Fermin Mallor and Ivan G. Guardiola

Interest Rate Prediction: A Neuro-hybrid Approach with Data Preprocessing, Nijat Mehdiyev and David Enke

Volatility Forecasting using a Hybrid GJR-GARCH Neural Network Model, Soheil Almasi Monfared and David Lee Enke

Extreme Learning Machines for Soybean Classification in Remote Sensing Hyperspectral Images, Ramón Moreno, Francesco Corona, Amaury Lendasse, Manuel Graña, and Lênio S. Galvão

Professional Certification, Susan L. Murray
Streaming video available

Modeling Operators' Emergency Response Time for Chemical Processing Operations, Susan L. Murray, Emrah Harputlu, Ray A. Mentzer, and Mahboobul Sam Mannan

Understanding Ethical Behavior (or the Lack of it) In and Out of the Classroom, Susan L. Murray and Amber M. Henslee

Impact of Interruptions on White Collar Workers, Susan L. Murray and Zafar Khan

Extreme Learning Machine towards Dynamic Model Hypothesis in Fish Ethology Research, Rui Nian, Bo He, Bing Zheng, Mark van Heeswijk, Qi Yu, Yoan Miche, and Amaury Lendasse

A Review of System Dynamics in Maritime Transportation, Furkan Oztanriseven, Lizzette Perez Lespier, Suzanna Long, and Heather L. Nachtmann

Fuzzy Optimization of Acknowledged System of Systems Meta-architectures for Agent based Modeling of Development, Louis Pape, Siddhartha Agarwal, Kristin Giammarco, and Cihan Dagli

A Model for the Contract Negotiation Between a Non-Cooperative System and the System of Systems, Ruwen Qin
Streaming video available

Joint Replenishment Problem with Carbon Emissions Constraint, Brian Schaefer and Dinçer Konur

Comparison of Statistical Analysis Methodologies for LED Indication Replacement Schedules, Sean Michael Schmidt, Venkat Sravan Kothapalli, Suzanna Long, and Ruwen Qin

Economic Analysis of a Utility Owned Small Scale Solar Photovoltaic System, Sean Michael Schmidt and Suzanna Long

Discovering Objective Functions for Tagging Medical Text Concepts, George J. Shannon, Steven Corns, and Donald C. Wunsch

A 0-1 Quadratic Programme for the Case of Missing Data in Regression, Brian K. Smith, Justin R. Chimka, and Heather Nachtmann

Hedge Fund Replication using Liquid ETFs and Regression Analysis, Sujit Subhash and David Enke

Potential Capability Estimation for Real Time Electricity Demand Response of Sustainable Manufacturing Systems using Markov Decision Process, Zeyi Sun and Lin Li

Inventory Control for Peak Electricity Demand Reduction of Manufacturing Systems Considering the Tradeoff Between Production Loss and Energy Savings, Zeyi Sun, Lin Li, Mayela Fernandez, and Jianhui Wang

Relationship Investigation Between Energy Consumption and Parameters in Size Reduction and Pelleting Processes of Biofuel Manufacturing, Zeyi Sun, Donghai Wang, Lin Li, and Meng Zhang

Joint Decisions on Inventory Replenishment and Emission Reduction Investment under Different Emission Regulations, Ayşegül Toptal, Haşim Özlü, and Dinçer Konur

Supply Chain Feasibility Analysis of Small Modular Reactor Technology, Susan Uipaun, Suzanna Long, Shoaib Usman, and Kwame Awuah-Offei

Compressive Elm: Improved Models through Exploiting Time-Accuracy Trade-Offs, Mark van Heeswijk, Amaury Lendasse, and Yoan Miche

RSSI and LQI Data Clustering Techniques to Determine the Number of Nodes in Wireless Sensor Networks, Yanwen Wang, Ivan G. Guardiola, and Xiaoling Wu

Nonlinear Modeling using Neural Networks for Trading the Soybean Complex, Phoebe S. Wiles and David Lee Enke

MTS in False Positive Reduction for Multi-Sensor Fusion, Robert S. Woodley, Michael R. Gosnell, and Elizabeth A. Cudney

Bankruptcy Prediction using Extreme Learning Machine and Financial Expertise, Qi Yu, Yoan Miche, Eric Séverin, and Amaury Lendasse

Ensemble Delta Test-Extreme Learning Machine (Dt-Elm) for Regression, Qi Yu, Mark van Heeswijk, Yoan Miche, Rui Nian, Bo He, Eric Séverin, and Amaury Lendasse

Fast Image Recognition based on Independent Component Analysis and Extreme Learning Machine, Shujing Zhang, Bo He, Rui Nian, Jing Wang, Bo Han, Amaury Lendasse, and Guang Yuan

Submissions from 2013 2013

Detection of RF Devices Based on Their Unintended Electromagnetic Emissions using Principal Components Analysis, Shikhar P. Acharya and Ivan G. Guardiola

Model based Systems Engineering for System of Systems using Agent-Based Modeling, Paulette Acheson, Cihan H. Dagli, and Nil Kilicay-Ergin

Augmented Cognition in Human System Interaction through Coupled Action of Body Sensor Network and Agent based Modeling, Siddhartha Agarwal and Cihan H. Dagli

An Approach to Advance Higher Order Cross-cultural Awareness in Dismounted Soldiers, Siddhartha Agarwal, Gianluca Reale, and Cihan H. Dagli

Study of a Molten Carbonate Fuel Cell Combined Heat, Hydrogen and Power System: Energy Analysis, Abdulhakim Amer A. Agll, Yousif M. Hamad, Tarek A. Hamad, Mathew Thomas, Sushrut Bapat, Kevin B. Martin, and John W. Sheffield

Elmvis: A Nonlinear Visualization Technique using Random Permutations and Elms, Anton Akusok, Amaury Lendasse, Francesco Corona, Rui Nian, and Yoan Miche

The Effects of Wearing Respirators on Human Fine Motor, Visual, and Cognitive Performance, Anas Ahmed AlGhamri, Susan L. Murray, and V. A. Samaranayake

Associated Risk in Utilizing Controlled Implosion to Securely Seal an Offshore Oil-Leaking Pipeline, M. Alkazimi and Katie Grantham

Associated Risk in Utilizing Controlled Implosion to Securely Seal an Offshore Oil-leaking Pipeline, Mohammad Alkazimi and Katie Grantham

Variations in Risk Management Models: A Comparative Study of the Space Shuttle Challenger Disaster, Hanan M. Altabbakh, Susan L. Murray, Katie Grantham, and Siddharth Damle

Welcome to Minneapolis from the Conference Committee!, Ben R. Baliga, Hiral A. Shah, Rolf M. Jostad, Patrick Kush, Suzanna Long, Eanharn Ng, and Ganapathy Subramanian Natarajan

Feature Selection for Nonlinear Models with Extreme Learning Machines, Frénay Benoît, Mark van Heeswijk, Yoan Miche, Michel Verleysen, and Amaury Lendasse

Extreme Learning Machines, Erik Cambria, Guang Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Hongming Zhou, Chi Man Vong, Jiarun Lin, Jianping Yin, Zhiping Cai, Qiang Liu, Kuan Li, Victor C.M. Leung, Liang Feng, Yew Soon Ong, Meng Hiot Lim, Anton Akusok, Amaury Lendasse, and Francesco Corona

When the Lights Went Out, by D. Nye, Casey I. Canfield

Development of Antibiotic Regimens using Graph based Evolutionary Algorithms, Steven M. Corns, Daniel A. Ashlock, and Kenneth M. Bryden

A Comparative Analysis of Methodologies of Daily Metroplex Ozone Concentration Prediction, Elizabeth A. Cudney, Steven M. Corns, and Protyusha DasNeogi

Emerging Technologies for Evolving Systems: Socio-technical, Cyber and Big Data, Cihan H. Dagli

An Advanced Computational Approach to System of Systems Analysis & Architecting Using Agent-Based Behavioral Model, Cihan H. Dagli, Nil Ergin, David Lee Enke, Abhijit Gosavi, Ruwen Qin, John Colombi, George Rebovich, Kristin Giammarco, Paulette Acheson, Khaled Haris, and Louis Pape II

Minimal Learning Machine: A New Distance-Based Method for Supervised Learning, Amauri Holanda De Souza Junior, Francesco Corona, Yoan Miche, Amaury Lendasse, Guilherme A. Barreto, and Olli Simula

Developing a Prediction Model for the Adoption of Electric Vehicles, Ona Egbue and Suzanna Long

Energy Sustainability in Transportation Systems: Translating Electric Vehicle Research Results to 7th and 8th Graders, Ona Egbue, Suzanna Long, and Eanharn Ng

Distance Estimation in Numerical Data Sets with Missing Values, Emil Eirola, Gauthier Doquire, Michel Verleysen, and Amaury Lendasse

Gaussian Mixture Models for Time Series Modelling, Forecasting, and Interpolation, Emil Eirola and Amaury Lendasse

A Review of Performance Metrics for Supply Chain Management, Cassandra C. Elrod, Susan L. Murray, and Sundeep Bande

Part I: Adaptive Systems Preface, David Enke

Type-2 Fuzzy Clustering and a Type-2 Fuzzy Inference Neural Network for the Prediction of Short-term Interest Rates, David Enke and Nijat Mehdiyev

"Just-For-Peak" Buffer Inventory for Peak Electricity Demand Reduction of Manufacturing Systems, Mayela Fernandez, Lin Li, and Zeyi Sun

Understanding the Design Impacts among LEED Certification Credits, William L. Gillis III

Visualizing Dependencies of Spectral Features using Mutual Information, Andrej Gisbrecht, Yoan Miche, Barbara Hammer, and Amaury Lendasse

Relative Value Iteration for Average Reward Semi-Markov Control Via Simulation, Abhijit Gosavi

Problem-Based Learning and Industrial Engineering, Abhijit Gosavi and Jane M. Fraser

A Study on Situated Cognition: Product Dissection's Effect on Redesign Activities, Katie Grantham, G. E. O. Kremer, Timothy W. Simpson, and Omar Ashour

Student Perceptions of Online Resources as Predictors of Performance in a Hybrid Classroom: Exploratory Findings from a Large Engineering Economics Course, Kellie S. Grasman, Dan Cernusca, and Suzanna Long

An Inventory Modeling Analysis of Hydrogen Fueling Station Capacity Considering an Outside Option, Scott Erwin Grasman, Ruwen Qin, and Kevin B. Martin

Using University-Funded Research Projects to Teach System Design Processes and Tools, Ivan G. Guardiola, Cihan H. Dagli, and Steven Corns

A Nonparametric Method for Detecting Unintended Electromagnetic Emissions, Ivan G. Guardiola and Fermin Mallor

Data Preprocessing and Model Design for Medicine Problems, Alberto Guillén, Amaury Lendasse, and Guilherme Barreto

Analysis of Closed-loop Acoustic Feedback Cancellation Systems, Meng Guo, Soren Holdt Jensen, Jesper Jensen, and Steven L. Grant

Study of a Molten Carbonate Fuel Cell Combined Heat, Hydrogen and Power System: End-Use Application, Tarek A. Hamad, Abdulhakim Amer A. Agll, Yousif M. Hamad, Sushrut Bapat, Mathew Thomas, Kevin B. Martin, and John W. Sheffield

A Review of the Current Literature in Inspection Sampling Optimization, Zlatan Hamzic, Elizabeth A. Cudney, and Ruwen Qin

A Review of Literature on Probabilistic Risk in Healthcare, Kathryn Hendricks, Elizabeth A. Cudney, and Brian Keith Smith

Patient Satisfaction Metrics in Healthcare, Justin Hostler, Elizabeth A. Cudney, Brian Keith Smith, and Suzanna Long

A Review of Literature on Mahalanobis-Taguchi Strategy in Condition Monitoring, A. A. Jobi-Taiwo, Elizabeth A. Cudney, and Robert S. Woodley

Predicting Faults in Heavy Duty Vehicles using the Mahalanobis-Taguchi Strategy, A. A. Jobi-Taiwo, Elizabeth A. Cudney, and Robert S. Woodley

Extending the Minimal Learning Machine for Pattern Classification, Amauri H.Souza Junior, Francesco Corona, Yoan Miche, Amaury Lendasse, and Guilherme A. Barreto