Dean F. Hougen

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 8

Top Topics

Demographic Data

Visual Analytics

Reinforcement Learning

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Comput. Sci. Eng.

Publications

Sanjana Mudduluru, Sai Kiran Reddy Maryada, William Booker, Dean F. Hougen, Bin Zheng
Improving medical image segmentation and classification using a novel joint deep learning model. Medical Imaging: Computer-Aided Diagnosis (2023)
Sai Kiran Reddy Maryada, William Booker, Gopichandh Danala, Catherine An Ha, Sanjana Mudduluru, Dean F. Hougen, Bin Zheng
Applying a novel two-stage deep-learning model to improve accuracy in detecting retinal fundus images. Medical Imaging: Computer-Aided Diagnosis (2022)
Audrey Reinert, Luke S. Snyder, Jieqiong Zhao, Andrew S. Fox, Dean F. Hougen, Charles D. Nicholson, David S. Ebert
Corrections to "Visual Analytics for Decision-Making During Pandemics". Comput. Sci. Eng. 23 (1) (2021)
Audrey Reinert, Luke S. Snyder, Jieqiong Zhao, Andrew S. Fox, Dean F. Hougen, Charles D. Nicholson, David S. Ebert
Visual Analytics for Decision-Making During Pandemics. Comput. Sci. Eng. 22 (6) (2020)
Britt Richardson, Dean F. Hougen
Districts by Demographics: Predicting U.S. House of Representative Elections using Machine Learning and Demographic Data. ICMLA (2020)
Syed Naveed Hussain Shah, Dean F. Hougen
Nurturing promotes the evolution of reinforcement learning in changing environments. SSCI (2017)
Joohee Suh, Dean F. Hougen
The context-aware learning model: Reward-based and experience-based logistic regression backpropagation. SSCI (2017)
Syed Naveed Hussain Shah, Dean F. Hougen
Stochastic synapse reinforcement learning (SSRL). SSCI (2017)
Joohee Suh, Dean F. Hougen
Context-based adaptive robot behavior learning model (CARB-LM). CICA (2014)
Mark Woehrer, Dean F. Hougen, Ingo Schlupp, Brent E. Eskridge
Robot-to-robot nurturing: A call to the research community. ICDL-EPIROB (2012)
Brent E. Eskridge, Dean F. Hougen
Nurturing promotes the evolution of learning in uncertain environments. ICDL-EPIROB (2012)
Mark Woehrer, Dean F. Hougen, Ingo Schlupp
Sexual Selection, Resource Distribution, and Population Size in Synthetic Sympatric Speciation. ALIFE (2012)
Armand Leonce, Bryan Hoke, Dean F. Hougen
Evolution of robot-to-robot nurturing and nurturability. ICDL-EPIROB (2012)
Shawn McCarroll, Mark Yeary, Dean F. Hougen, Valliappa Lakshmanan, Steven Smith
Approaches for Compression of Super-Resolution WSR-88D Data. IEEE Geosci. Remote. Sens. Lett. 8 (2) (2011)
John Crofford, Brent E. Eskridge, Dean F. Hougen
Applying the triple parameter hypothesis to maintenance scheduling. GECCO (2010)
Benjamin P. Carlson, Dean F. Hougen
Phenotype feedback genetic algorithm operators for heuristic encoding of snakes within hypercubes. GECCO (2010)
Brent E. Eskridge, Dean F. Hougen
Extending adaptive fuzzy behavior hierarchies to multiple levels of composite behaviors. Robotics Auton. Syst. 58 (9) (2010)
Brent E. Eskridge, Dean F. Hougen
Using action abstraction to evolve effective controllers. GECCO (2009)
Pedro A. Diaz-Gomez, Dean F. Hougen
Three interconnected parameters for genetic algorithms. GECCO (2009)
Gerardo Gonzalez, Dean F. Hougen
Elitism, fitness, and growth. GECCO (2009)
Pedro A. Diaz-Gomez, Dean F. Hougen
Internal vs. External Parameters in Fitness Functions. Artificial Intelligence and Pattern Recognition (2008)
Vykinta Kligyte, Richard T. Marcy, Ethan P. Waples, Sydney T. Sevier, Elaine S. Godfrey, Michael D. Mumford, Dean F. Hougen
Application of a Sensemaking Approach to Ethics Training in the Physical Sciences and Engineering. Sci. Eng. Ethics 14 (2) (2008)
Pedro A. Diaz-Gomez, Dean F. Hougen
Initial Population Diversity Does Not Influence Performance. GEM (2008)
Nathaniel P. Troutman, Brent E. Eskridge, Dean F. Hougen
Is "best-so-far" a good algorithmic performance metric? GECCO (2008)
Pedro A. Diaz-Gomez, Dean F. Hougen
Misuse Detection - An Iterative Process vs. A Genetic Algorithm Approach. ICEIS (2) (2007)
Pedro A. Diaz-Gomez, Dean F. Hougen
Misuse Detection - A Neural Network vs. A Genetic Algorithm Approach. ICEIS (2) (2007)
Pedro A. Diaz-Gomez, Dean F. Hougen
Initial Population for Genetic Algorithms: A Metric Approach. GEM (2007)
Brent E. Eskridge, Dean F. Hougen
Using priorities to simplify behavior coordination. AAMAS (2007)
Pedro A. Diaz-Gomez, Dean F. Hougen
A Trade-Off of the Schema Theorem. Artificial Intelligence and Pattern Recognition (2007)
Pedro A. Diaz-Gomez, Dean F. Hougen
Empirical Study: Initial Population Diversity and Genetic Algorithm Performance. Artificial Intelligence and Pattern Recognition (2007)
Pedro A. Diaz-Gomez, Dean F. Hougen
The snake in the box problem: mathematical conjecture and a genetic algorithm approach. GECCO (2006)
Jason M. Black, Dean F. Hougen
A Benchmark for Cooperative Learning Agents. AAAI (2006)
Brent E. Eskridge, Dean F. Hougen
Prioritizing Fuzzy Behaviors in Multi-robot Pursuit Teams. FUZZ-IEEE (2006)
Brent E. Eskridge, Dean F. Hougen
An Analysis of Memetic Crossover's Impact on a Population. IEEE Congress on Evolutionary Computation (2006)
Pedro A. Diaz-Gomez, Dean F. Hougen
Genetic Algorithms for Hunting Snakes in Hypercubes: Fitness Function Analysis and Open Questions. SNPD (2006)
Pedro A. Diaz-Gomez, Dean F. Hougen
Analysis of an Off-Line Intrusion Detection System: A Case Study in Multi-Objective Genetic Algorithms. FLAIRS Conference (2005)
Pedro A. Diaz-Gomez, Dean F. Hougen
Improved Off-Line Intrusion Detection Using a Genetic Algorithm. ICEIS (2) (2005)
Pedro A. Diaz-Gomez, Dean F. Hougen
Analysis and mathematical justification of a fitness function used in an intrusion detection system. GECCO (2005)
Brent E. Eskridge, Dean F. Hougen
Memetic Crossover for Genetic Programming: Evolution Through Imitation. GECCO (2) (2004)
Brent E. Eskridge, Dean F. Hougen
Imitating success: a memetic crossover operator for genetic programming. IEEE Congress on Evolutionary Computation (2004)
Paul E. Rybski, Maria L. Gini, Dean F. Hougen, Sascha Stoeter, Nikolaos Papanikolopoulos
A distributed surveillance task using miniature robots. AAMAS (2002)
Paul E. Rybski, Sascha Stoeter, Nikolaos P. Papanikolopoulos, Ian T. Burt, Tom Dahlin, Maria L. Gini, Dean F. Hougen, Donald G. Krantz, Florent Nageotte
Sharing control [multiple miniature robots]. IEEE Robotics Autom. Mag. 9 (4) (2002)
Paul E. Rybski, Sascha Stoeter, Maria L. Gini, Dean F. Hougen, Nikolaos Papanikolopoulos
Performance of a distributed robotic system using shared communications channels. IEEE Trans. Robotics Autom. 18 (5) (2002)
Sascha Stoeter, Paul E. Rybski, Kristen Stubbs, Colin McMillen, Maria L. Gini, Dean F. Hougen, Nikolaos Papanikolopoulos
A robot team for surveillance tasks: Design and architecture. Robotics Auton. Syst. 40 (2-3) (2002)
Paul E. Rybski, Sascha Stoeter, Maria L. Gini, Dean F. Hougen, Nikolaos Papanikolopoulos
Performance of a Distributed Robotic System Using Shared Communication Channels. Advances in Plan-Based Control of Robotic Agents (2001)
Paul E. Rybski, Sascha Stoeter, Maria L. Gini, Dean F. Hougen, Nikolaos Papanikolopoulos
Effects of limited bandwidth communications channels on the control of multiple robots. IROS (2001)
Paul E. Rybski, Sascha Stoeter, Maria L. Gini, Dean F. Hougen, Nikolaos Papanikolopoulos
Dynamic scheduling of a fixed bandwidth communications channel for controlling multiple robots. Agents (2001)
Sascha Stoeter, Paul E. Rybski, Maria L. Gini, Dean F. Hougen, Nikolaos Papanikolopoulos
Verteilte Steuerung heterogener Mobiler Roboter. AMS (2000)
Dean F. Hougen, Saifallah Benjaafar, Jordan Bonney, John Budenske, Mark Dvorak, Maria L. Gini, Howard French, Donald G. Krantz, Perry Y. Li, Fred Malver, Bradley J. Nelson, Nikolaos Papanikolopoulos, Paul E. Rybski, Sascha Stoeter, Richard M. Voyles, Kemal Berk Yesin
A Miniature Robotic System for Reconnaissance and Surveillance. ICRA (2000)
Paul E. Rybski, Sascha Stoeter, Michael D. Erickson, Maria L. Gini, Dean F. Hougen, Nikolaos Papanikolopoulos
A team of robotic agents for surveillance. Agents (2000)
Paul E. Rybski, Nikolaos P. Papanikolopoulos, Sascha Stoeter, Donald G. Krantz, Kemal Berk Yesin, Maria L. Gini, Richard M. Voyles, Dean F. Hougen, Bradley J. Nelson, Michael D. Erickson
Enlisting rangers and scouts for reconnaissance and surveillance. IEEE Robotics Autom. Mag. 7 (4) (2000)
Dean F. Hougen, Michael D. Erickson, Paul E. Rybski, Sascha Stoeter, Maria L. Gini, Nikolaos Papanikolopoulos
Autonomous Mobile Robots and Distributed Exploratory Missions. DARS (2000)
Dean F. Hougen, Maria L. Gini, James R. Slagle
An Integrated Connectionist Approach to Reinforcement Learning for Robotic Control. ICML (2000)
John R. Budenske, Jordan Bonney, Atiq Ahamad, Ranga S. Ramanujan, Dean F. Hougen, Nikos Papanikolopoulos
Nomadic routing applications for wireless networking in a team of miniature robots. SMC (2000)
Dean F. Hougen, Paul E. Rybski, Maria L. Gini
Repeatability of Real World Training Experiments: A Case Study. Auton. Robots 6 (3) (1999)
Dean F. Hougen, Maria L. Gini, James R. Slagle
Partitioning input space for reinforcement learning for control. ICNN (1997)
Dean F. Hougen, Maria L. Gini, James R. Slagle
Rapid unsupervised connectionist learning for backing a robot with two trailers. ICRA (1997)
Dean F. Hougen, John Fischer, Maria L. Gini, James R. Slagle
Fast connectionist learning for trailer backing using a real robot. ICRA (1996)