Publications and Contributions

• Journal Article, Professional Journal
  Architecting AI will improve AI Ethics (2022)

  Journal of AI, Robotics & Workplace Automation, 1(4) Author: Steven Gustafson
• Conference Paper
  SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning (2019)

  33rd AAAI Conference on Artificial Intelligence (AAAI) Authors: D Lyu, F Yang, B Liu, Steven Gustafson
• Conference Paper
  A Practical Incremental Learning Framework For Sparse Entity Extraction (2018)

  COLING 2018 Authors: H S Al-Olimat, Steven Gustafson, J Mackay, K Thirunarayan, A Sheth
• Conference Paper
  PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making (2018)

  IJCAI Authors: F. Yang , D Lyu, B Liu, Steven Gustafson
• Conference Paper
  Program Search for Machine Learning Pipelines Leveraging Symbolic Planning and Reinforcement Learning (2018)

  Genetic Programming Theory and Practice XVI Authors: F Yang, Steven Gustafson, A Elkholy, D Lyu, B Liu
• Book, Chapter in Scholarly Book-New
  Program Search for Machine Learning Pipelines Leveraging Symbolic Planning and Reinforcement Learning (2018)

  Genetic Programming Theory and Practice XVI Authors: Fangkai Yang, Steven Gustafson, Alexander Elkholy, Daoming Lyu, Bo Liu
• Conference Paper
  A machine learning approach to quantifying noise in medical images (2016)

  Proc. SPIE 9791, Medical Imaging 2016: Digital Pathology Authors: A Chowdhury, C J Sevinsky, B Yener, K S Aggour, Steven Gustafson
• Book, Chapter in Scholarly Book-New
  Assisting Asset Model Development with Evolutionary Augmentation (2016)

  Genetic Programming Theory and Practice XIV Authors: Steven Gustafson, Arun Subramaniyan, Aisha Yousuf
• Conference Paper
  Feedback-Driven Radiology Exam Report Retrieval with Semantics (2015)

  Proceedings of IEEE International Conference in Healthcare Informatics (ICHI) Authors: S Lalithsena, K Tari, A von Reden, B Wilson, B J Kolowitz, J Kalafut, Steven Gustafson, A Sheth
• Book, Chapter in Scholarly Book-New
  Genetic Programming for Data Science: Lessons Learned (2015)

  Genetic Programming Theory and Practice Authors: Steven Gustafson, R. Narasiman, R. Palla, A. Yousuf
• Conference Paper
  Semantics for Big Data Access & Integration: Improving Industrial Equipment Design through Increased Data Usability (2015)

  Proceedings of IEEE Big Data Conference, Industry and Government Program Authors: J Williams, P Cuddihy, J McHugh, K Aggour, A Menon, Steven Gustafson, T Healy
• Book, Chapter in Scholarly Book-New
  Semantics: Revolutionary Breakthrough or Just Another Way of Doing the Same Things? (2015)

  Semantic Web - Implications for Technologies and Business Practices Authors: A. Crapo, Steven Gustafson
• Journal Article, Professional Journal
  Web of Things (2014)

  Computing Now, Computing Now, 7(3) Authors: Steven Gustafson, A. Sheth
• Conference Paper
  A Natural Language Processing and Semantic-Based System for Contract Analysis (2013)

  Proceedings of IEEE 25th International Conference on Tools with Artificial Intelligence Authors: D Yang, L Tari, Steven Gustafson
• Book, Chapter in Scholarly Book-New
  Extracting and Measuring Relationship Strength in Social Networks (2012)

  Social Networking and Community Behavior Modeling: Qualitative and Quantitative Measures Authors: Steven Gustafson, A. Moitra
• Book, Chapter in Scholarly Book-New
  Ego-centric Network Sampling in Viral Marketing Applications (2010)

  Mining and Analyzing Social Networks, Studies in Computational Intelligence, 288(Unknown Issue) Authors: H. Ma, Steven Gustafson, A. Moitra, D. Bracewell
• Journal Article, Professional Journal
  Genetic Programming and Evolvable Machines: Ten Years of Reviews (2010)

  Genetic Programming and Evolvable Machines, 11(3-4), pp. 321-338 Authors: W. Langdon, Steven Gustafson
• Journal Article, Professional Journal
  Open issues in genetic programming (2010)

  Genetic Programming and Evolvable Machines, 11(3-4), pp. 339-363 Authors: M. O’Neil, L. Vanneschi, Steven Gustafson, W. Banzhaf
• Conference Paper
  WISDOM from Light-Weight Information Retrieval (2010)

  IEEE Second International Conference on Social Computing, pp. 347-354 Authors: D Bracewell, Steven Gustafson, A Moitra , G Steuben
• Journal Article, Academic Journal
  A Note on Creating Networks from Social Network Data (2009)

  CONNECTIONS, 29(2), pp. 77-84 Authors: Steven Gustafson, H. Ma , A. Moitra
• Conference Paper
  Ego-centric Network Sampling in Viral Marketing Applications (2009)

  Proceedings of International Conference on Computational Science and Engineering, pp. 777-782 Authors: H Ma, Steven Gustafson, A Moitra, D Bracewell
• Book Editor, Scholarly
  Proceedings of the 12th European Conference on Genetic Programming (2009)

  Springer Authors: Leonardo Vanneschi, Steven Gustafson, Alberto Moraglio , Ivanoe Falco , Marc Ebner
• Conference Paper
  Using Crossover Based Similarity Measure to Improve Genetic Programming Generalization Ability (2009)

  Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation, pp. 1139-1146 Authors: L Vanneschi, Steven Gustafson
• Journal Article, Professional Journal
  Crossover-based Tree Distance in Genetic Programming (2008)

  IEEE Transactions on Evolutionary Computation, 12(4), pp. 506-524 Authors: Steven Gustafson, L. Vanneschi
• Book Editor, Scholarly
  Proceedings of the 11th European Conference on Genetic Programming (2008)

  Springer Authors: M. O'Neill, L. Vanneschi, Steven Gustafson, A.I. Esparcia Alcazar
• Book Editor, Scholarly
  Systems Self-Assembly: multidisciplinary snapshots (2008)

  Studies in Multidisciplinarity Authors: N. Krasnogor, Steven Gustafson, D. Pelta, J.L. Verdegay
• Journal Article, Professional Journal
  Issues in the scaling of multi-robot systems for general problem solving (2006)

  Autonomous Robots, 20(2), pp. 125-136 Authors: Steven Gustafson, D A Gustafson
• Book Editor, Scholarly
  Proceedings of the 9th European Conference on Genetic Programming (2006)

  Springer Authors: M. Tomassini, P. Collet, M. Ebner, Steven Gustafson, A. Ekart
• Journal Article, Professional Journal
  The Speciating Island Model: An Alternative Parallel Evolutionary Algorithm (2006)

  Journal of Parallel and Distributed Computing Authors: Steven Gustafson, E K Burke
• Conference Paper
  Using Subtree Crossover Distance to Investigate Genetic Programming Dynamics (2006)

  Proceedings of the 9th European Conference on Genetic Programming Authors: L Vanneschi, Steven Gustafson, G Mauri
• Conference Paper
  A Family of Conceptual Problems in the Automated Design of Systems Self-Assembly (2005)

  Proceedings of the 2nd Annual Foundations of Nanoscience Conference Authors: N Krasnogor , Steven Gustafson
• Conference Paper
  A Niche for Parallel Islands Models: Outliers and Local Search (2005)

  Proceedings of the 1st Workshop on Parallel BioInspired Algorithms Authors: Steven Gustafson, E. K. Burke
• Journal Article, Professional Journal
  Genetic Programming and Evolvable Machines: Five years of Reviews (2005)

  Genetic Programming and Evolvable Machines, 6(2), pp. 221-228 Authors: W. B Langdon, Steven Gustafson
• Conference Paper
  On Improving Genetic Programming for Symbolic Regression (2005)

  Proceedings of the Congress on Evolutionary Computation Authors: Steven Gustafson, E K Burke, N Krasnogor
• Conference Paper
  Operator-Based Distance for Genetic Programming: Subtree Crossover Distance (2005)

  Proceedings of the 8th European Conference on Genetic Programming Authors: Steven Gustafson, L. Vanneschi
• Conference Paper
  Scaling issues with robot search and tagging (2005)

  Robosphere 2004: Self-Sustaining Robotic Systems, NASA Ames Research Center Authors: Steven Gustafson, D Gustafson
• Conference Paper
  The Tree-String Problem: An Artificial Domain for Structure and Content Search (2005)

  Proceedings of the 8th European Conference on Genetic Programming Authors: Steven Gustafson, E K Burke, N Krasnogor
• Conference Paper
  A Data Structure for Improved GP Analysis via Efficient Computation and Visualisation of Population Measures (2004)

  Proceedings of the European Conference on Genetic Programming Authors: A Ekart, Steven Gustafson
• Journal Article, Professional Journal
  A Study on the use of ``Self-Generation'' in Memetic Algorithms (2004)

  Journal of Natural Computing, 3(1), pp. 53-76 Authors: N. Krasnogor, Steven Gustafson
• Journal Article, Professional Journal
  Diversity in Genetic Programming: An Analysis of Measures and Correlation with Fitness (2004)

  IEEE Transactions on Evolutionary Computation Authors: E. Burke, Steven Gustafson, G. Kendall
• Journal Article, Professional Journal
  Problem Difficulty and Code Growth in Genetic Programming (2004)

  Journal of Genetic Programming and Evolvable Machines Authors: Steven Gustafson, A. Ekart , E. Burke , G. Kendall
• Conference Paper
  Sampling of Unique Structures and Behaviours in Genetic Programming (2004)

  Authors: Steven Gustafson, E Burke, G Kendall
• Book, Chapter in Scholarly Book-New
  Self-Assembling of Local Searchers in Memetic Algorithms (2004)

  Recent Advances in Memetic Algorithms and Related Search Technologies, Springer Series of Studies in Fuzziness and Soft Computing, 166(Unknown Issue), pp. 229-257 Authors: N. Krasnogor, Steven Gustafson
• Conference Paper
  Is Increasing Diversity in Genetic Programming Beneficial? An Analysis of the Effects on Fitness (2003)

  Proceedings of the Congress on Evolutionary Computation Authors: E Burke, Steven Gustafson, G Kendall, N Krasnogor
• Conference Paper
  Ramped Half -n-Half Bias in GP (2003)

  Proceedings of the Genetic and Evolutionary Computation Conference Authors: E Burke, Steven Gustafson, G Kendall
• Conference Paper
  The Local Searcher as a Supplier of Building Blocks in Self Generating Memetic Algorithms (2003)

  Proceedings of the Bird of a Feather Workshops, Genetic and Evolutionary Computation Conference Authors: N Krasnogor, Steven Gustafson
• Conference Paper
  A Puzzle to Challenge Genetic Programming (2002)

  Proceedings of the European Conference on Genetic Programming Authors: E Burke, Steven Gustafson, G Kendall
• Conference Paper
  A Survey and Analysis of Diversity Measures in Genetic Programming (2002)

  Proceedings of the Genetic and Evolutionary Computation Conference Authors: E. Burke, Steven Gustafson, G. Kendall
• Conference Paper
  Advanced Population Diversity Measures in Genetic Programming (2002)

  Proceedings of Parallel Problem Solving from Nature Conference Authors: E. Burke, Steven Gustafson, G. Kendall , N. Krasnogor
• Conference Paper
  Genetic Programming And Multi-agent Layered Learning By Reinforcements (2002)

  Proceedings of the Genetic and Evolutionary Computation Conference Authors: W Hsu, Steven Gustafson
• Conference Paper
  Is Genetic Programming a Suitable Research Direction for Timetabling? (2002)

  Practice and Theory of Automated Timetabling Authors: E Burke, Steven Gustafson, G Kendall
• Conference Paper
  Towards Truly ``memetic'' Memetic Algorithms (2002)

  Authors: N Krasnogor, Steven Gustafson
• Conference Paper
  Genetic Programming for Layered Learning of Multi-agent Tasks (2001)

  Late-Breaking Papers of the Genetic and Evolutionary Computation Conference Authors: W Hsu, Steven Gustafson
• Conference Paper
  Layered learning in genetic programming for a co-operative robot soccer problem (2001)

  Proceedings of European Conference on Genetic Programming Authors: Steven Gustafson, W Hsu
• Conference Paper
  Genetic Algorithms for Reformulation of Large Scale KDD Problems with Many Irrelevant Attributes (2000)

  Proceedings of the Genetic and Evolutionary Computation Conference Authors: W Hsu, Y Cheng, H Guo, Steven Gustafson
• Conference Paper
  Genetic programming for strategy learning in soccer playing agents: A KDD-based architecture (2000)

  GECCO Graduate Student Workshop Authors: Steven Gustafson, W H Hsu