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Publications


 

2024| 2023| 2022| 2021| 2019| 2017| 20162015|  201420132012 | 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1996   

*Undergraduate Student advised by Raja

2024

2023

  • Anita Raja, Alisa Leshchenko*, Jihie Kim, “Leveraging Conflict to Bridge Cognitive Reasoning and Generative Algorithms”,  Proceedings of the 2023 AAAI Fall Symposium on Integrating Cognitive Architectures and Generative Models, pp 391-395, Arlington, VA, USA, AAAI Press.
  • Irene Tang,  Daniel Mallia,  Qi Yan,  Itsik Pe’er, Anita Raja, Ansaf Salleb-Aouissi, Ron Wapner, “ A Scoping Review of Preterm Birth Risk Factors”American Journal of Perinatology, 2023 Sep 25. doi: 10.1055/s-0043-1775564.
  • Qi Yan, Rafael Guerrero, Raiyan Khan, Andy Surujnarine, Ronald Wapner, Matthew Hahn, Anita Raja, Ansaf Salleb-Aouissi, William Grobman, Hyagriv Simhan, Nathan Blue, Robert Silver, Judith Chung, Uma Reddy, Predrag Radivojac, Itsik Pe’er, David Haas, Searching and visualizing genetic associations of pregnancy traits by using GnuMoM2b”,Genetics. 2023 Oct 4;225(2):iyad151. doi: 10.1093/genetics/iyad151.
  • Raffi Khatchadourian, Tatiana Castro Vélez, Mehdi Bagherzadeh, Nan Jia, and Anita Raja. Towards safe automated refactoring of imperative Deep Learning programs to graph execution. In International Conference on Automated Software Engineering NIER track, ASE ’23, pp 1800-1802, Kirchberg, Luxembourg, September 2023. IEEE/ACM. (25/70; 35.7% acceptance rate). To appear. [ bib | http ]
  • Daniel Mallia, Masters Thesis, “Towards an Unsupervised Bayesian Network Pipeline for Explainable Prediction, Decision Making and Discovery” (2023). CUNY Academic Works.  https://academicworks.cuny.edu/hc_sas_etds/978

2022

2021

  • Anton Goretsky*, Anastasia Dmitrienko, Irene Tang, Nicolae Lari, Owen Kunhardt*, Raiyan Rashid Khan, Cassandra Marcussen, Adam Catto, Daniel Mallia, Alisa Leshchenko*, Adam (Yun Chao) Lin, Anita Raja, Ansaf Salleb-Aouissi, Itsik Pe’er, Ronald Wapner, Cynthia Gyamfi-Bannerman, “ Data Preparation of the nuMoM2b Dataset” medRxiv 2021.08.24.21262142; doi: https://doi.org/10.1101/2021.08.24.21262142.
  • Yiming Tang, Raffi Khatchadourian, Mehdi Bagherzadeh, Rhia Singh*, Ajani Stewart*, and Anita Raja, “An Empirical Study of Refactorings and Technical Debt in Machine Learning systems”, In International Conference on Software Engineering, ICSE ’21. A pages 238–250. IEEE/ACM, IEEE, May 2021. (138/615; 22% acceptance rate).

2019

2017

2016

  2015

2014

  • Mohammad Rashedul Hasan, Sherief Abdallah and Anita Raja, Topology Aware Convention Emergence, Proceedings of the 13th International  Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), pp. 1593-1594  May 5- 9, 2014, Paris, France.
  • Anita Raja, Mohammad Hasan, Shalini Rajanna, Ansaf Salleb-Aouissi, “A Scalable Approach to Modeling Risk in the MDAP Network” Proceedings of Naval Postgraduate Schools 10th Annual Acquisition Research Symposium, pp 293-318, Monterey, CA.
  • Shanjun Cheng, Anita Raja and Linda Xie, “Dynamic Multi-agent Load Balancing Using Distributed Constraint Optimization Techniques”, Web Intelligence and Agent Systems: An International Journal (WIAS),Vol.12, No.2, pp 111-138, IOS Press, Netherlands, 2014.
  • IIia Vovsha, Ashwath Rajan, Ansaf Salleb-Aouissi, Anita Raja, Axinia Radeva, Hatim Diab, Ashish Tomar and Ronald Wapner. “Predicting Preterm Birth is Not Elusive: Machine Learning Paves the Way to Individual Wellness”  Technical Report Series for AAAI 2014 Spring Symposium on “Big data becomes personal: Knowledge into Meaning” pp 82-89, March, 2014, Stanford, CA.

2013

2012

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2011

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  2010

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  2009

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  2008

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  2007

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  2006
  • George Alexander, Anita RajaThe Role of Problem Classification in Online Meta-Cognition“, Proceedings of  2006 IEEE/ WIC/ ACM International Conference on Intelligent Agent Technology (IAT 2006),  pp 218-225, Hongkong, China, December 2006.  (25% acceptance rate)
  • Thomas A. Wagner, Anita Raja, Victor R. Lesser, “Modeling Uncertainty and its Implications to Sophisticated Control in TAEMS Agents” Autonomous Agents and Multi-Agent Systems, Vol 13, Number 3, November 2006, PP 235-292, DOI 10.1007/s10458‑006‑7669-2.
  • Wei-ning Xiang, William J. Tolone, Anita Raja, David Wilson, Qianhong Tang, Kelli McWilliams, Robert McNally Mining Critical Infrastructure Information from Municipality Data Sets: A Knowledge-driven approach and its applications.  Chapter 14 in Emerging Spatial Information Systems and Applications by Brian Hilton, Idea Group Publishing, 2006, pp 310-326.
  • Anita Raja, George Alexander, Verghese Mappillai “Leveraging Problem Classification in Online Meta-Cognition“, Proceedings of AAAI 2006 Spring Symposium on Distributed Plan and Schedule Management, pp 97-104, Stanford, CA, March 2006.

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  2005
  • Ivan Howitt, John Stamper, Anita Raja, Verghese Mappillai Predictive Protocol Management with Contingency Planning for Wireless Sensor Networks.Proceedings of  the 2nd IEEE International Conference on Mobile Ad-hoc and Sensor Systems MASS 2005, p 160-162.
  • Qianhong Tang, Wei-ning Xiang, William J. Tolone, Anita Raja, David Wilson, Kelli McWilliams,Robert McNally, (2005). A Knowledge-Driven Method for Critical Infrastructure Information Mining. Association of American Geographers 101st Annual Meeting, April 5-9, 2005, Denver, CO.
  • Wei-ning Xiang, William J. Tolone, Anita Raja, David Wilson, Qianhong Tang, Kelli McWilliams, Robert McNally, Mining Critical Infrastructure Information from Municipality Data Sets: A Knowledge Driven approach and its Applications. Auto-Carto 2005, Las Vegas, March 18-23rd, 2005.

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2004

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2003

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 2002
  • Anita Raja and Victor Lesser. Meta-level Control in Multi-Agent Systems. Proceedings of AAAI/KDD/UAI-2002 Joint Workshop on Real-Time Decision Support and Diagnosis Systems, Edmonton, Alberta, Canada. July 2002.

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 2001

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 2000

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1999
  • Victor Lesser, Bryan Horling, Frank Klassner, Anita Raja, Thomas Wagner, Shelley XQ. Zhang. Recent Extensions to BIG: A Resource-Bounded Information Gathering System. Proceedings of AAAI Workshop on Intelligent Information Systems, Orlando, FL. July 1999. Also UMass Technical Report 1999-013.
  • Victor Lesser, Michael Atighetchi, Brett Benyo, Bryan Horling, Anita Raja, Regis Vincent, Thomas Wagne r, Ping Xuan, and Shelley XQ-Zhang. The Intelligent Home Testbed“, Proceedings of Autonomous Agents 1999 Workshop on Autonomy Control Software , Seattle, WA, June 1999.
  • Victor Lesser, Michael Atigetchi, Brett Benyo, Bryan Horling, Anita Raja, Regis Vincent,Thomas Wagner, Ping Xuan, Shelley XQ. Zhang, The UMASS Intelligent Home Project“, Proceedings of Autonomous Agents 99, Seattle, WA, Spring 1999. (Acceptance rate 29%).

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 1998
  • Victor Lesser, Bryan Horling, Frank Klassner, Anita Raja, Thomas Wagner,Shelley XQ. Zhang. BIG: A Resource-Bounded Information Gathering Agent“, Proceedings of AAAI-98, pages 539-546, Madison, WI, July 1 998, also UMASS Computer Science Technical Report 1998-003. (Acceptance rate 30%).
  • Victor Lesser, Bryan Horling, Frank Klassner, Anita Raja, Thomas Wagner, Shelley XQ. Zhang. “A Resource-Bounded Interpretation-Centric Approach to Information Gathering”, Research Overview, Proceedings of AAAI-98 Workshop on Information Integration, Madison, WI, July 1998.

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 1996

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 Technical Reports

 

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