Shirin Sohrabi  Shirin Sohrabi photo         

contact information

Research Staff Member
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash1088

links

Professional Associations

Professional Associations:  ACM  |  Association for the Advancement of Artificial Intelligence (AAAI)  |  Women in Technology (WIT)


2018

Investigation Planning in Data Analysis
Ilbin Lee, Shirin Sohrabi, Anton Riabov, and Octavian Udrea
Proceedings of the 6th Goal Reasoning Workshop at IJCAI, 2018

GraphBAD: A general technique for anomaly detection in security information and event management
Simon Parkinson, Mauro Vallati, Andrew Crampton, and Shirin Sohrabi
Concurrency and Computation: Practice and Experience 0(0), e4433, 2018

IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice
Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D. Feblowitz
Proceedings of Demonstration Track at the the 27th International Joint Conference on Artificial Intelligence (IJCAI-18), 2018

A Novel Iterative Approach to Top-k Planning
Michael Katz, Shirin Sohrabi, Octavian Udrea, Dominik Winterer
Proceedings of the 28th International Conference on Automated Planning and Scheduling (ICAPS), pp. 132-140, 2018

An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem
Maayan Shvo, Shirin Sohrabi, Sheila A. McIlraith
Proceedings of the 31st Canadian Conference on Artificial Intelligence (CCAI), pp. 253-258, 2018

An AI Planning Solution to Scenario Generation for Enterprise Risk Management
Shirin Sohrabi, Anton Riabov, Michael Katz, and Octavian Udrea
Proceedings of the 32nd Conference on Artificial Intelligence (AAAI-18), 2018


2017

Reports of the Workshops of the 31st AAAI Conference on Artificial Intelligence
Anderson, Monica and Bart{\'a}k, Roman and Brownstein, John S and Buckeridge, David L and Eldardiry, Hoda and Geib, Christopher and Gini, Maria and Isaksen, Aaron and Keren, Sarah and Laddaga, Robert and others
AI Magazine 38(3), 72--83, American Association for Artificial Intelligence, 2017
Abstract

Extracting Incomplete Planning Action Models from Unstructured Social Media Data to Support Decision Making
Lydia Manikonda, Shirin Sohrabi, Kartik Talamadupula, Biplav Srivastava, Subbarao Kambhampati
Proceedings of the Automated Planning and Scheduling (ICAPS) Workshop on Knowledge Engineering for Planning and Scheduling (KEPS), 2017

Using Lightweight Semantic Models to Assist Risk Management in a Large Enterprise
Shirin Sohrabi, Anton Riabov, Octavian Udrea, Fang Yuan
Proceedings of the 16th International Semantic Web Conference - Industry Track (ISWC-17), 2017

Planning-based Scenario Generation for Enterprise Risk Management
Shirin Sohrabi, Anton Riabov, Octavian Udrea
Proceedings of the Scheduling and Planning Applications woRKshop (SPARK), 2017

Scenario Planning for Enterprise Risk Management
Shirin Sohrabi, Anton Riabov, Octavian Udrea
Proceedings of Application Showcase Program at the 27th International Conference on Automated Planning and Scheduling (ICAPS-17), 2017
Won best demo award.

An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report)
Maayan Shvo, Shirin Sohrabi, Sheila A. McIlraith
Proceedings of the The AAAI 2017 Workshop on Plan, Activity, and Intent Recognition (PAIR)

State Projection via AI Planning
Shirin Sohrabi, Anton Riabov, Octavian Udrea
Proceedings of the 31st Conference on Artificial Intelligence (AAAI-17), 2017


2016

Finding Diverse High-Quality Plans for Hypothesis Generation
Shirin Sohrabi and Anton Riabov and Octavian Udrea and Oktie Hassanzadeh
Proceedings of the Eighth International Workshop on Modeling and Reasoning in Context at ECAI (MRC), 2016

Interactive Planning-based Hypothesis Generation with LTS++
Shirin Sohrabi, Octavian Udrea, Anton Riabov, Oktie Hassanzadeh
Proceedings of Application Showcase Program at the 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016

Finding Diverse High-Quality Plans for Hypothesis Generation
Shirin Sohrabi, Anton Riabov, Octavian Udrea, Oktie Hassanzadeh
Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI), 2016

Efficient High Quality Plan Exploration for Network Security
Anton Riabov, Shirin Sohrabi, Octavian Udrea, Oktie Hassanzadeh
Proceedings of the Scheduling and Planning Applications woRKshop (SPARK), pp. 76-81, 2016

Future State Projection as Planning
Shirin Sohrabi, Octavian Udrea, Anton Riabov
Proceedings of Application Showcase Program at the 26th International Conference on Automated Planning and Scheduling (ICAPS-16), 2016
Won runner-up award

Plan Recognition as Planning Revisited
Shirin Sohrabi, Anton Riabov, Octavian Udrea
Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016


2015

Planning-Based Reasoning for Automated Large-Scale Data Analysis
Anton V Riabov, Shirin Sohrabi, Daby Sow, Deepak Turaga, Octavian Udrea, Long Vu
Twenty-Fifth International Conference on Automated Planning and Scheduling (ICAPS-15), 2015


2014

New Algorithms for The Top-K Planning Problem
Anton Riabov and Shirin Sohrabi and Octavian Udrea
Proceedings of the Scheduling and Planning Applications woRKshop (SPARK) at the 24th International Conference on Automated Planning and Scheduling (ICAPS), pp. 10-16, 2014

Knowledge Engineering for Planning-Based Hypothesis Generation
Shirin Sohrabi and Octavian Udrea and Anton Riabov
Proceedings of the Automated Planning and Scheduling (ICAPS) Workshop on Knowledge Engineering for Planning and Scheduling (KEPS), pp. 46-53, 2014
Also appears in the ICAPS 2014 System Demonstrations


2013

HTN Planning for the Composition of Stream Processing Applications.
Sohrabi, Shirin and Udrea, Octavian and Ranganathan, Anand and Riabov, Anton
ICAPS, 2013

Publishing bibliographic data on the Semantic Web using BibBase
Reynold S. Xin, Oktie Hassanzadeh, Christian Fritz, Shirin Sohrabi, Ren\'ee J. Miller
Semantic Web 4(1), 15-22, 2013

Hypothesis Exploration for Malware Detection Using Planning
Shirin Sohrabi, Octavian Udrea, Anton Riabov
Proceedings of the 27th Conference on Artificial Intelligence (AAAI-13), pp. 883-889, 2013


2012

Composition of Flow-based Applications with HTN Planning
Shirin Sohrabi, Octavian Udrea, Anand Ranganathan, Anton Riabov
International Scheduling and Planning Applications woRKshop (SPARK), pp. 1-7, 2012
This paper also appears in the AAAI-12 Workshop on Problem Solving using Classical Planners (CP4PS)


2011

Preferred Explanations: Theory and Generation via Planning.
Sohrabi, Shirin and Baier, Jorge A and McIlraith, Sheila A
AAAI, 2011

Representing and reasoning about preferences in requirements engineering
Sotirios Liaskos, Sheila A McIlraith, Shirin Sohrabi, John Mylopoulos
Requirements Engineering 16(3), 227--249, Springer, 2011


2010

Diagnosis as Planning Revisited.
Sohrabi, Shirin and Baier, Jorge A and McIlraith, Sheila A
KR, 2010

Customizing the Composition of Actions, Programs, and Web Services with User Preferences
Shirin Sohrabi
The Semantic Web--ISWC 2010, pp. 321--329, Springer

Integrating preferences into goal models for requirements engineering
Sotirios Liaskos, Sheila A McIlraith, Shirin Sohrabi, John Mylopoulos
Requirements Engineering Conference (RE), 2010 18th IEEE International, pp. 135--144

Publishing Bibliographic Data on the Semantic Web using BibBase
Reynold S. Xin, Oktie Hassanzadeh, Christian Fritz, Shirin Sohrabi, Yang Yang, Jiang Du, Minghua Zhao, Ren\'ee J. Miller
Proceedings of the 9th International Semantic Web Conference (ISWC-10), Poster \& Demo Track, pp. 15--22, IOS Press, 2010

Diagnosis as planning revisited: an abridged report
Shirin Sohrabi, Jorge A Baier, Sheila A McIlraith
21st International Workshop on Principles of Diagnosis (DX-10), pp. 143--150, 2010

Preference-based web service composition: A middle ground between execution and search
Shirin Sohrabi, Sheila A McIlraith
The Semantic Web--ISWC 2010, pp. 713--729, Springer


2009

Web service composition via the customization of Golog programs with user preferences
Shirin Sohrabi, Nataliya Prokoshyna, Sheila A McIlraith
Conceptual Modeling: Foundations and Applications, pp. 319--334, Springer, 2009

Optimizing web service composition while enforcing regulations
Shirin Sohrabi, Sheila A Mcilraith
The Semantic Web-ISWC 2009, pp. 601--617, Springer

HTN planning with preferences
Shirin Sohrabi, Jorge A Baier, Sheila A McIlraith
Twenty-First International Joint Conference on Artificial Intelligence, 2009


2008

HTN Planning with Quantitative Preferences via Heuristic Search
Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith
Eighteeth International Conference on Automated Planning and Scheduling (ICAPS) Workshop on Oversubscribed Planning and Scheduling, 2008

On Planning with Preferences in HTN
Shirin Sohrabi, Sheila A. McIlraith
the 4th Multidisciplinary Workshop on Advances in Preference Handling (M-Pref08) at AAAI-08, pp. 103-109, 2008


2006

Web service composition via generic procedures and customizing user preferences
Shirin Sohrabi, Nataliya Prokoshyna, Sheila A McIlraith
The Semantic Web-ISWC 2006, pp. 597--611, Springer