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\n  \n 2022\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Bounding Quality in Diverse Planning.\n \n \n \n\n\n \n Katz, M.; Sohrabi, S.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of the 36th Conference on Artificial Intelligence (AAAI-22), 2022. \n \n\n\n\n
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@inproceedings{katz-et-al-AAAI-2022,\n  author    = {Michael Katz and\n               Shirin Sohrabi and Octavian Udrea},\n  title     = {Bounding Quality in Diverse Planning},\n  booktitle  = "Proceedings of the 36th Conference on\n                  Artificial Intelligence (AAAI-22)",\n  year      = {2022}\n  }\n\n\n
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\n \n\n \n \n \n \n \n How to Reduce Action Space for Planning Domains?(Student Abstract).\n \n \n \n\n\n \n Kokel, H.; Lee, J.; Katz, M.; Sohrabi, S.; and Srinivas, K.\n\n\n \n\n\n\n In Proceedings of the 36th Conference on Artificial Intelligence (AAAI-22), 2022. \n \n\n\n\n
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@inproceedings{kokel-et-al-AAAI-2022,\n  author    = {Harsha Kokel and  Junkyu Lee and Michael Katz and Shirin Sohrabi and Kavitha Srinivas},\n  title     = {How to Reduce Action Space for Planning Domains?(Student Abstract)},\n  booktitle  = "Proceedings of the 36th Conference on\n                  Artificial Intelligence (AAAI-22)",\n  year      = {2022}\n  }\n\n  \n  \n\n
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\n  \n 2021\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract).\n \n \n \n\n\n \n Bhandari, M.; Feblowitz, M.; Hassanzadeh, O.; Srinivas, K.; and Sohrabi, S.\n\n\n \n\n\n\n In Proceedings of the 35th Conference on Artificial Intelligence (AAAI-21), pages 15759-15760, 2021. \n \n\n\n\n
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@inproceedings{bhandari-aaai-2021,\n  author    = {Manik Bhandari and\n               Mark Feblowitz and\n               Oktie Hassanzadeh and\n               Kavitha Srinivas and\n               Shirin Sohrabi},\n  title     = {Unsupervised Causal Knowledge Extraction from Text using Natural Language\n               Inference (Student Abstract)},\n  booktitle  = "Proceedings of the 35th Conference on\n                  Artificial Intelligence (AAAI-21)",\n  pages     = {15759-15760},\n  year      = {2021}\n  }\n  \n  \n
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\n \n\n \n \n \n \n \n IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution.\n \n \n \n\n\n \n Feblowitz, M.; Hassanzadeh, O.; Katz, M.; Sohrabi, S.; Srinivas, K.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of the Demonstration Track at the 35th Conference on Artificial Intelligence (AAAI-21), 2021. \n \n\n\n\n
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@InProceedings{Feblowitz-et-al-AAAI2021,\n  author =       "Mark Feblowitz and Oktie Hassanzadeh and Michael Katz and Shirin Sohrabi and Kavitha Srinivas and Octavian Udrea",\n  title =        "IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution",\n  year =         "2021",\n  booktitle  = "Proceedings of the Demonstration Track at the 35th Conference on Artificial Intelligence (AAAI-21)"\n}\n\n\n\n\n\n
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\n  \n 2020\n \n \n (7)\n \n \n
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\n \n\n \n \n \n \n \n \n Exploring Context-Free Languages via Planning: The Case for Automating Machine Learning.\n \n \n \n \n\n\n \n Katz, M.; Ram, P.; Sohrabi, S.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of the 30th International Conference on Automated Planning and Scheduling (ICAPS), pages 403-411, 2020. \n \n\n\n\n
\n\n\n\n \n \n \"ExploringPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{katz-et-al-ICAPS-2020,\n  author    = {Michael Katz and\n               Parikshit Ram and\n               Shirin Sohrabi and\n               Octavian Udrea},\n  title     = {Exploring Context-Free Languages via Planning: The Case for Automating\n               Machine Learning},\n  booktitle = {Proceedings of the 30th International Conference on Automated\n               Planning and Scheduling (ICAPS)},\n  pages     = {403-411},\n  year      = {2020},\n  url       = {https://aaai.org/ojs/index.php/ICAPS/article/view/6686}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Epistemic Plan Recognition.\n \n \n \n \n\n\n \n Shvo, M.; Klassen, T. Q.; Sohrabi, S.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pages 1251-1259, 2020. \n \n\n\n\n
\n\n\n\n \n \n \"EpistemicPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 102 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ShvoKSM20,\n  author    = {Maayan Shvo and\n               Toryn Q. Klassen and\n               Shirin Sohrabi and\n               Sheila A. McIlraith},\n  title     = {Epistemic Plan Recognition},\n  booktitle = {Proceedings of the 19th International Conference on Autonomous Agents\n               and Multiagent Systems (AAMAS)},\n  pages     = {1251-1259},\n  year      = {2020},\n  url       = {https://dl.acm.org/doi/abs/10.5555/3398761.3398906},\n}\n\n
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\n \n\n \n \n \n \n \n \n Proceedings of the 30th International Conference on Automated Planning and Scheduling (ICAPS).\n \n \n \n \n\n\n \n Beck, J. C.; Buffet, O.; Hoffmann, J.; Karpas, E.; and Sohrabi, S.,\n editors.\n \n\n\n \n\n\n\n AAAI Press. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"ProceedingsPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@proceedings{icaps-2020,\n  editor    = {J. Christopher Beck and\n               Olivier Buffet and\n               J{\\"{o}}rg Hoffmann and\n               Erez Karpas and\n               Shirin Sohrabi},\n  title     = {Proceedings of the 30th International Conference on Automated\n               Planning and Scheduling (ICAPS)},\n  publisher = {{AAAI} Press},\n  year      = {2020},\n  url       = {https://www.aaai.org/Library/ICAPS/icaps20contents.php}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Interactive Planning-Based Hypothesis Generation with LTS+ +.\n \n \n \n \n\n\n \n Sohrabi, S.; Udrea, O.; Riabov, A.; and Hassanzadeh, O.\n\n\n \n\n\n\n In Knowledge Engineering Tools and Techniques for AI Planning, pages 189-207. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"InteractivePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@incollection{SohrabiURH20,\n  author    = {Shirin Sohrabi and\n               Octavian Udrea and\n               Anton Riabov and\n               Oktie Hassanzadeh},\n  title     = {Interactive Planning-Based Hypothesis Generation with {LTS+} +},\n  booktitle = {Knowledge Engineering Tools and Techniques for {AI} Planning},\n  pages     = {189-207},\n  year      = {2020},\n  url       = {https://doi.org/10.1007/978-3-030-38561-3\\_10}\n}\n\n\n\n\n\n\n
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\n \n\n \n \n \n \n \n \n Reshaping Diverse Planning.\n \n \n \n \n\n\n \n Katz, M.; and Sohrabi, S.\n\n\n \n\n\n\n In Proceedings of the 34th Conference on Artificial Intelligence (AAAI-20), 2020. \n \n\n\n\n
\n\n\n\n \n \n \"ReshapingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{katz-sohrabi-aaai2020,\n  author =       "Michael Katz and Shirin Sohrabi",\n  title =        "Reshaping Diverse Planning",\n  year = {2020},\n    booktitle = {Proceedings of the 34th Conference on Artificial Intelligence (AAAI-20)},\n   url       = {AAAI-KatzM.5922.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Top-Quality Planning: Finding Practically Useful Sets of Best Plans.\n \n \n \n \n\n\n \n Katz, M.; Sohrabi, S.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of the 34th Conference on Artificial Intelligence (AAAI-20), 2020. \n \n\n\n\n
\n\n\n\n \n \n \"Top-QualityPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{katz-et-al-aaai2020,\n  author =       "Michael Katz and Shirin Sohrabi and Octavian Udrea",\n  title =        "Top-Quality Planning: Finding Practically Useful Sets of Best Plans",\n    booktitle = {Proceedings of the 34th Conference on Artificial Intelligence (AAAI-20)},\n    year = {2020},\n     url       = {AAAI-KatzM.5932.pdf}\n    }\n\n\n
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\n \n\n \n \n \n \n \n \n Causal Knowledge Extraction Through Large-Scale Text Mining.\n \n \n \n \n\n\n \n Hassanzadeh, O.; Bhattacharjya, D.; Feblowitz, M.; Srinivas, K.; Perrone, M.; Sohrabi, S.; and Katz, M.\n\n\n \n\n\n\n In Proceedings of the Demonstration Track at the 34th Conference on Artificial Intelligence (AAAI-20), 2020. \n \n\n\n\n
\n\n\n\n \n \n \"CausalPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{hassanzadeh-et-al-aaai2020,\n  author =       "Oktie Hassanzadeh and Debarun Bhattacharjya and  Mark Feblowitz and Kavitha Srinivas and Michael Perrone and Shirin Sohrabi and Michael Katz ",\n  title =        "Causal Knowledge Extraction Through Large-Scale Text Mining",\n    booktitle = {Proceedings of the Demonstration Track at the 34th Conference on Artificial Intelligence (AAAI-20)},\n    url = {https://aaai.org/ojs/index.php/AAAI/article/view/7092},\n    year = {2020}\n    }\n\n\n
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\n  \n 2019\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n \n Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts.\n \n \n \n \n\n\n \n Hassanzadeh, O.; Bhattacharjya, D.; Feblowitz, M.; Srinivas, K.; Perrone, M.; Sohrabi, S.; and Katz, M.\n\n\n \n\n\n\n In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19), 2019. \n \n\n\n\n
\n\n\n\n \n \n \"AnsweringPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{hassanzadehIJCAI2019,\n  author    = {Oktie Hassanzadeh and Debarun Bhattacharjya and Mark Feblowitz and Kavitha Srinivas and Michael Perrone and Shirin Sohrabi and Michael Katz},\n  title     = {Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts},\n   booktitle = {Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19)} ,\n  year      = {2019},\n  url = {https://www.ijcai.org/proceedings/2019/0695.pdf}\n }\n\n\n
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\n \n\n \n \n \n \n \n \n AI Planning for Enterprise: Putting Theory Into Practice.\n \n \n \n \n\n\n \n Sohrabi, S.\n\n\n \n\n\n\n In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19), 2019. \n \n\n\n\n
\n\n\n\n \n \n \"AIPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{SohrabiIJCAI2019,\n  author    = {Shirin Sohrabi},\n  title     = {AI Planning for Enterprise: Putting Theory Into Practice},\n   booktitle = {Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19)} ,\n  year      = {2019},\n  url = {https://www.ijcai.org/proceedings/2019/0897.pdf}\n }\n\n\n
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\n \n\n \n \n \n \n \n \n Towards Automated Planning for Enterprise Services: Opportunities and Challenges.\n \n \n \n \n\n\n \n Vukovic, M.; Gerard, S.; Hull, R.; Katz, M.; Shwartz, L.; Sohrabi, S.; Muise, C.; Rofrano, J.; Kalia, A.; Hwang, J.; Yabin, D.; Jie, M.; and Zhuoxuan, J.\n\n\n \n\n\n\n Service-Oriented Computing,64-68. 2019.\n \n\n\n\n
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@article{10.1007/978-3-030-33702-5_6,\nauthor="Vukovic, Maja\nand Gerard, Scott\nand Hull, Rick\nand Katz, Michael\nand Shwartz, Laura\nand Sohrabi, Shirin\nand Muise, Christian\nand Rofrano, John\nand Kalia, Anup\nand Hwang, Jinho\nand Yabin, Dang\nand Jie, Ma\nand Zhuoxuan, Jiang",\neditor="Yangui, Sami\nand Bouassida Rodriguez, Ismael\nand Drira, Khalil\nand Tari, Zahir",\ntitle="Towards Automated Planning for Enterprise Services: Opportunities and Challenges",\n journal= {Service-Oriented Computing},\nyear= {2019},\npublisher="Springer International Publishing",\npages= {64-68},\nisbn="978-3-030-33702-5",\nurl = {https://link.springer.com/chapter/10.1007/978-3-030-33702-5_6}\n}\n\n\n\n\n\n\n\n\n
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\n \n\n \n \n \n \n \n \n IBM Scenario Planning Advisor: Plan recognition as AI planning in practice.\n \n \n \n \n\n\n \n Sohrabi, S.; Katz, M.; Hassanzadeh, O.; Udrea, O.; Feblowitz, M. D.; and Riabov, A.\n\n\n \n\n\n\n AI Commun., 32(1): 1-13. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"IBMPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{SohrabiKHUFR19,\n  author    = {Shirin Sohrabi and\n               Michael Katz and\n               Oktie Hassanzadeh and\n               Octavian Udrea and\n               Mark D. Feblowitz and\n               Anton Riabov},\n  title     = {{IBM} Scenario Planning Advisor: Plan recognition as {AI} planning\n               in practice},\n  journal   = {{AI} Commun.},\n  volume    = {32},\n  number    = {1},\n  pages     = {1-13},\n  year      = {2019},\n  url       = {https://doi.org/10.3233/AIC-180602}\n}\n\n\n\n\n
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\n \n\n \n \n \n \n \n \n Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection.\n \n \n \n \n\n\n \n Sievers, S.; Katz, M.; Sohrabi, S.; Samulowitz, H.; and Ferber, P.\n\n\n \n\n\n\n In Proceedings of the 33rd Conference on Artificial Intelligence (AAAI-19), 2019. \n \n\n\n\n
\n\n\n\n \n \n \"DeepPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{KatzAAAI19,\n  author    = {Silvan Sievers and Michael Katz and Shirin Sohrabi and Horst Samulowitz and Patrick Ferber},\n  title     = {Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection},\n  booktitle = {Proceedings of the 33rd Conference on Artificial Intelligence (AAAI-19)},\n  year      = {2019},\n  url={https://ai.dmi.unibas.ch/papers/sievers-et-al-aaai2019.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Delfi: Online planner selection for cost-optimal planning.\n \n \n \n \n\n\n \n Katz, M.; Sohrabi, S.; Samulowitz, H.; and Sievers, S.\n\n\n \n\n\n\n In Ninth International Planning Competition (IPC-9), pages 55-62, 2018. \n Won first place in the optimal track.\n\n\n\n
\n\n\n\n \n \n \"Delfi:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DefiIPC,\n  author    = {Michael Katz and Shirin Sohrabi and Horst Samulowitz and Silvan Sievers},\n  title     = {Delfi: Online planner selection for cost-optimal planning},\n  booktitle = {Ninth International Planning Competition (IPC-9)},\n  pages = {55-62},\n  year      = {2018},\n  url = {https://ai.dmi.unibas.ch/papers/katz-et-al-ipc2018.pdf},\n  note= {Won first place in the optimal track.}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n Investigation Planning in Data Analysis.\n \n \n \n \n\n\n \n Lee, I.; Sohrabi, S.; Riabov, A.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of the 6th Goal Reasoning Workshop at IJCAI, 2018. \n \n\n\n\n
\n\n\n\n \n \n \"InvestigationPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{InvestigationPlanningGRW18,\n  author    = {Ilbin Lee and Shirin Sohrabi and Anton Riabov and Octavian Udrea},\n  title     = {Investigation Planning in Data Analysis},\n  booktitle = {Proceedings of the 6th Goal Reasoning Workshop at IJCAI},\n  year      = {2018},\n  url = {InvestigationPlanning_GRW18.pdf}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem.\n \n \n \n \n\n\n \n Shvo, M.; Sohrabi, S.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 31st Canadian Conference on Artificial Intelligence (CCAI), pages 253-258, 2018. \n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ShvoSohrabiMcIlraithCAI2018,\n  author    = {Maayan Shvo and Shirin Sohrabi and  Sheila A. McIlraith},\n  title     = {An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem},\n  booktitle = {Proceedings of the 31st Canadian Conference on Artificial Intelligence\n(CCAI)},\n  year      = {2018},\n  Pages = {253-258},\n  url = {https://link.springer.com/content/pdf/10.1007/978-3-319-89656-4_23.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n A Novel Iterative Approach to Top-k Planning.\n \n \n \n \n\n\n \n Katz, M.; Sohrabi, S.; Udrea, O.; and Winterer, D.\n\n\n \n\n\n\n In Proceedings of the 28th International Conference on Automated Planning and Scheduling (ICAPS), pages 132-140, 2018. \n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{KatzSohUdrWin2018,\n  author    = {Michael Katz and\n               Shirin Sohrabi and\n               Octavian Udrea and\n               Dominik Winterer},\n  title     = {A Novel Iterative Approach to Top-k Planning},\n  booktitle = {Proceedings of the 28th International Conference on Automated\n               Planning and Scheduling (ICAPS)}, \n  pages     = {132-140},\n  year      = {2018},\n  url       = {https://aaai.org/ocs/index.php/ICAPS/ICAPS18/paper/view/17749}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n \n IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice.\n \n \n \n \n\n\n \n Sohrabi, S.; Katz, M.; Hassanzadeh, O.; Udrea, O.; and Feblowitz, M. D.\n\n\n \n\n\n\n In Proceedings of Demonstration Track at the the 27th International Joint Conference on Artificial Intelligence (IJCAI-18), 2018. \n Won runner-up award\n\n\n\n
\n\n\n\n \n \n \"IBMPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Soh-IJCAI-Demo-18,\n  author    = {Shirin Sohrabi and Michael Katz and Oktie Hassanzadeh and Octavian Udrea and Mark D. Feblowitz},\n  title     = {IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice},\n booktitle = {Proceedings of Demonstration Track at the the 27th International Joint Conference on Artificial Intelligence (IJCAI-18)},\nyear      = {2018},\nurl = {Sohrabi-IJCAI-Demo-2018.pdf},\nnote ={Won runner-up award}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n GraphBAD: A general technique for anomaly detection in security information and event management.\n \n \n \n \n\n\n \n Parkinson, S.; Vallati, M.; Crampton, A.; and Sohrabi, S.\n\n\n \n\n\n\n Concurrency and Computation: Practice and Experience, 0(0): e4433. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"GraphBAD:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{GraphBAD2018,\nauthor = {Simon Parkinson and Mauro Vallati  and Andrew Crampton  and Shirin Sohrabi},\ntitle = {GraphBAD: A general technique for anomaly detection in security information and event management},\njournal = {Concurrency and Computation: Practice and Experience},\nvolume = {0},\nnumber = {0},\npages = {e4433},\ndoi = {10.1002/cpe.4433},\nyear      = {2018},\nurl = {https://onlinelibrary.wiley.com/doi/abs/10.1002/cpe.4433}\n}\n\n\n\n\n
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\n \n\n \n \n \n \n \n \n An AI Planning Solution to Scenario Generation for Enterprise Risk Management.\n \n \n \n \n\n\n \n Sohrabi, S.; Riabov, A.; Katz, M.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of the 32nd Conference on Artificial Intelligence (AAAI-18), 2018. \n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{SohrabiRiabovKatzUdreaAAAI2018,\n  author    = {Shirin Sohrabi and Anton Riabov and Michael Katz and Octavian Udrea},\n  title     = {An AI Planning Solution to Scenario Generation for Enterprise Risk Management},\n   booktitle = {Proceedings of the 32nd Conference on Artificial Intelligence (AAAI-18)},\n  year = {2018},\n   url = {Sohrabi-AAAI-18.pdf},\n}\n\n\n
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\n  \n 2017\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n \n Using Lightweight Semantic Models to Assist Risk Management in a Large Enterprise.\n \n \n \n \n\n\n \n Sohrabi, S.; Riabov, A.; Udrea, O.; and Yuan, F.\n\n\n \n\n\n\n In Proceedings of the 16th International Semantic Web Conference - Industry Track (ISWC-17), 2017. \n \n\n\n\n
\n\n\n\n \n \n \"UsingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ISWC17-industry,\n   author    = {Shirin Sohrabi and Anton Riabov and Octavian Udrea and Fang Yuan},\n   title = {Using Lightweight Semantic Models to Assist Risk Management in a Large Enterprise},\n   booktitle = {Proceedings of the 16th International Semantic Web Conference - Industry Track (ISWC-17)}, \n   year = {2017},\n   url = {Sohrabi-ISWC-17.pdf},\n}\n\n
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\n \n\n \n \n \n \n \n Extracting Incomplete Planning Action Models from Unstructured Social Media Data to Support Decision Making.\n \n \n \n\n\n \n Manikonda, L.; Sohrabi, S.; Talamadupula, K.; Srivastava, B.; and Kambhampati, S.\n\n\n \n\n\n\n In Proceedings of the Automated Planning and Scheduling (ICAPS) Workshop on Knowledge Engineering for Planning and Scheduling (KEPS), 2017. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{KEPS-2017,\n   author    = {Lydia Manikonda and Shirin Sohrabi and Kartik Talamadupula and Biplav Srivastava and Subbarao Kambhampati},\n   title = {Extracting Incomplete Planning Action Models from Unstructured Social Media Data to Support Decision Making},\n   booktitle ={Proceedings of the Automated Planning and Scheduling (ICAPS) Workshop on Knowledge Engineering for Planning and Scheduling (KEPS)},\n   year = {2017},\n   }\n\n
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\n \n\n \n \n \n \n \n \n Scenario Planning for Enterprise Risk Management.\n \n \n \n \n\n\n \n Sohrabi, S.; Riabov, A.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of Application Showcase Program at the 27th International Conference on Automated Planning and Scheduling (ICAPS-17), 2017. \n Won best demo award\n\n\n\n
\n\n\n\n \n \n \"ScenarioPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Soh-ICAPS-Demo-17,\n   author    = {Shirin Sohrabi and Anton Riabov and Octavian Udrea},\n  title     = {Scenario Planning for Enterprise Risk Management},\n booktitle = {Proceedings of Application Showcase Program at the 27th International Conference on Automated Planning and Scheduling (ICAPS-17)},\nyear      = {2017},\nurl = {ICAPS-2017-Demo-Final-Version.pdf},\nnote ={Won best demo award},\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Planning-based Scenario Generation for Enterprise Risk Management.\n \n \n \n \n\n\n \n Sohrabi, S.; Riabov, A.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of the Scheduling and Planning Applications woRKshop (SPARK), 2017. \n \n\n\n\n
\n\n\n\n \n \n \"Planning-basedPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{SohrabiRiabovUdreaICAPSWorkshop2017,\n  author    = {Shirin Sohrabi and Anton Riabov and Octavian Udrea},\n  title     = {Planning-based Scenario Generation for Enterprise Risk Management},\n   booktitle = {Proceedings of the Scheduling and Planning Applications woRKshop (SPARK)},\n  url = {Final-Version-SPARK-2017.pdf},\n  notes = {This paper also appears in the Knowledge Engineering for Planning and Scheduling workshop (KEPS)},\n  year      = {2017}\n  }\n  \n\n
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\n \n\n \n \n \n \n \n \n State Projection via AI Planning.\n \n \n \n \n\n\n \n Sohrabi, S.; Riabov, A.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of the 31st Conference on Artificial Intelligence (AAAI-17), 2017. \n \n\n\n\n
\n\n\n\n \n \n \"StatePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{SohrabiRiabovUdreaAAAI2017,\n  author    = {Shirin Sohrabi and Anton Riabov and Octavian Udrea},\n  title     = {State Projection via AI Planning},\n   booktitle = {Proceedings of the 31st Conference on Artificial Intelligence (AAAI-17)},\n  url = {SohrabiRiabovUdreaAAAI2017.pdf},\n  year      = {2017},\n  }\n  \n
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\n \n\n \n \n \n \n \n \n An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report).\n \n \n \n \n\n\n \n Shvo, M.; Sohrabi, S.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the The AAAI 2017 Workshop on Plan, Activity, and Intent Recognition (PAIR), 2017. \n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ShvoSohrabiMcIlraithPAIR2017,\n  author    = {Maayan Shvo and Shirin Sohrabi and Sheila A. McIlraith},\n  title     = {An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report)},\n   booktitle = {Proceedings of the The AAAI 2017 Workshop on Plan, Activity, and Intent Recognition (PAIR)},\n  url = {ShvoSohrabiMcIlraithPAIR2017.pdf},\n  year      = {2017},\n  }\n  \n  \n  \n
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\n  \n 2016\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n \n Plan Recognition as Planning Revisited.\n \n \n \n \n\n\n \n Sohrabi, S.; Riabov, A.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016. \n \n\n\n\n
\n\n\n\n \n \n \"PlanPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Soh-IJCAI-16,\n  author    = {Shirin Sohrabi and Anton Riabov and Octavian Udrea},\n  title     = {Plan Recognition as Planning Revisited},\n   booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI)},\n  url = {Sohrabi-IJCAI-16.pdf},\n  year      = {2016},\n  }\n  \n
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\n \n\n \n \n \n \n \n \n Future State Projection as Planning.\n \n \n \n \n\n\n \n Sohrabi, S.; Udrea, O.; and Riabov, A.\n\n\n \n\n\n\n In Proceedings of Application Showcase Program at the 26th International Conference on Automated Planning and Scheduling (ICAPS-16), 2016. \n Won runner-up award\n\n\n\n
\n\n\n\n \n \n \"FuturePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Soh-ICAPS-Demo-16,\n  author    = {Shirin Sohrabi and Octavian Udrea and Anton Riabov},\n  title     = {Future State Projection as Planning},\n booktitle = {Proceedings of Application Showcase Program at the 26th International Conference on Automated Planning and Scheduling (ICAPS-16)},\nyear      = {2016},\nurl = {SohUdrRia-ICAPS-16-SysDemo.pdf},\nnote ={Won runner-up award},\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient High Quality Plan Exploration for Network Security.\n \n \n \n \n\n\n \n Riabov, A.; Sohrabi, S.; Udrea, O.; and Hassanzadeh, O.\n\n\n \n\n\n\n In Proceedings of the Scheduling and Planning Applications woRKshop (SPARK), pages 76-81, 2016. \n \n\n\n\n
\n\n\n\n \n \n \"EfficientPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Ria-SPARK-16,\n  author    = {Anton Riabov and Shirin Sohrabi and Octavian Udrea and Oktie Hassanzadeh},\n  title     = {Efficient High Quality Plan Exploration for Network Security},\n booktitle = {Proceedings of the Scheduling and Planning Applications woRKshop (SPARK)},\n   year      = {2016},\n  pages     = {76-81},\n  url = {SPARK-16-CameraReady.pdf},\n  }\n  \n  \n\n  \n
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\n \n\n \n \n \n \n \n \n Finding Diverse High-Quality Plans for Hypothesis Generation.\n \n \n \n \n\n\n \n Sohrabi, S.; Riabov, A.; Udrea, O.; and Hassanzadeh, O.\n\n\n \n\n\n\n In Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI), 2016. \n \n\n\n\n
\n\n\n\n \n \n \"FindingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Soh-ECAI-16,\n  author    = {Shirin Sohrabi and Anton Riabov and Octavian Udrea and Oktie Hassanzadeh},\n  title     = {Finding Diverse High-Quality Plans for Hypothesis Generation},\n   booktitle = {Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI)}, \n  year      = {2016},\n  url = {106_Sohrabi.pdf},\n  }\n\n\n\n
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\n \n\n \n \n \n \n \n \n Interactive Planning-based Hypothesis Generation with LTS++.\n \n \n \n \n\n\n \n Sohrabi, S.; Udrea, O.; Riabov, A.; and Hassanzadeh, O.\n\n\n \n\n\n\n In Proceedings of Application Showcase Program at the 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016. \n \n\n\n\n
\n\n\n\n \n \n \"InteractivePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Soh-IJCAI-Demo-16,\n  author    = {Shirin Sohrabi and Octavian Udrea and Anton Riabov and Oktie Hassanzadeh},\n  title     = {Interactive Planning-based Hypothesis Generation with {LTS}++},\n   booktitle = {Proceedings of Application Showcase Program at the 25th International Joint Conference on Artificial Intelligence (IJCAI)},\nurl = {Sohrabi-IJCAI-16-CameraReadyDemo.pdf},\nyear      = {2016},\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Finding Diverse High-Quality Plans for Hypothesis Generation.\n \n \n \n \n\n\n \n Sohrabi, S.; Riabov, A.; Udrea, O.; and Hassanzadeh, O.\n\n\n \n\n\n\n In Proceedings of the Eighth International Workshop on Modeling and Reasoning in Context at ECAI (MRC), 2016. \n \n\n\n\n
\n\n\n\n \n \n \"FindingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Soh-MRC-16,\n  author    = {Shirin Sohrabi and Anton Riabov and Octavian Udrea and Oktie Hassanzadeh},\n  title     = {Finding Diverse High-Quality Plans for Hypothesis Generation},\n   booktitle = {Proceedings of the Eighth International Workshop on Modeling and Reasoning in Context at ECAI (MRC)}, \n  year      = {2016},\n  url = {Sohrabi-MRC-ECAI-16-Camera-ready.pdf}\n  }\n\n\n\n\n\n
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\n  \n 2015\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Planning-Based Reasoning for Automated Large-Scale Data Analysis.\n \n \n \n \n\n\n \n Riabov, A. V.; Sohrabi, S.; Sow, D. M.; Turaga, D. S.; Udrea, O.; and Vu, L. H.\n\n\n \n\n\n\n In Proceedings of the 25th International Conference on Automated Planning and Scheduling ICAPS, pages 282-290, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"Planning-BasedPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{RiabovSSTUV15,\n  author    = {Anton V. Riabov and\n               Shirin Sohrabi and\n               Daby M. Sow and\n               Deepak S. Turaga and\n               Octavian Udrea and\n               Long H. Vu},\n  title     = {Planning-Based Reasoning for Automated Large-Scale Data Analysis},\n  booktitle = {Proceedings of the 25th International Conference on Automated\n               Planning and Scheduling {ICAPS}},\n year      = {2015},             \n pages     = {282-290},\n  url       = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS15/paper/view/10461},\n}\n\n\n\n\n\n
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\n  \n 2014\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Knowledge Engineering for Planning-Based Hypothesis Generation.\n \n \n \n \n\n\n \n Sohrabi, S.; Udrea, O.; and Riabov, A.\n\n\n \n\n\n\n In Proceedings of the Automated Planning and Scheduling (ICAPS) Workshop on Knowledge Engineering for Planning and Scheduling (KEPS), pages 46-53, 2014. \n Also appears in the ICAPS 2014 System Demonstrations\n\n\n\n
\n\n\n\n \n \n \"KnowledgePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{SohUdrRiaKEPS14,\nauthor = {Shirin Sohrabi and Octavian Udrea and Anton Riabov},\ntitle = {Knowledge Engineering for Planning-Based Hypothesis Generation},\nbooktitle = {Proceedings of the Automated Planning and Scheduling (ICAPS) Workshop on Knowledge Engineering for Planning and Scheduling (KEPS)},\nyear = {2014},\npages = {46-53},\nurl = {http://icaps14.icaps-conference.org/workshops_tutorials/keps.html},\nnote = {Also appears in the ICAPS 2014 System Demonstrations}\n}\n\n
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\n \n\n \n \n \n \n \n \n New Algorithms for The Top-K Planning Problem.\n \n \n \n \n\n\n \n Riabov, A.; Sohrabi, S.; and Udrea, O.\n\n\n \n\n\n\n In Proceedings of the Scheduling and Planning Applications woRKshop (SPARK) at the 24th International Conference on Automated Planning and Scheduling (ICAPS), pages 10-16, 2014. \n \n\n\n\n
\n\n\n\n \n \n \"NewPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 25 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{RiaSohUdrSPARK14,\nauthor = {Anton Riabov and Shirin Sohrabi and Octavian Udrea},\ntitle = {New Algorithms for The Top-K Planning Problem},\nbooktitle = {Proceedings of the Scheduling and Planning Applications woRKshop (SPARK) at the 24th International Conference on Automated Planning and Scheduling (ICAPS)},\nyear = {2014},\npages = {10-16},\nurl = {http://icaps14.icaps-conference.org/workshops_tutorials/spark.html}\n}\n\n\n
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\n  \n 2013\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n \n Publishing bibliographic data on the Semantic Web using BibBase.\n \n \n \n \n\n\n \n Xin, R. S.; Hassanzadeh, O.; Fritz, C.; Sohrabi, S.; and Miller, R. J.\n\n\n \n\n\n\n Semantic Web, 4(1): 15-22. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"PublishingLink\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{ semweb12/Xin+,\n  title = {Publishing bibliographic data on the Semantic Web using BibBase},\n  ee = {http://dx.doi.org/10.3233/SW-2012-0062},\n  journal = {Semantic Web},\n  number = {1},\n  volume = {4},\n  year = {2013},\n  bibsource = {DBLP, http://dblp.uni-trier.de},\n  pages = {15-22},\n  author = {Reynold S. Xin and Oktie Hassanzadeh and Christian Fritz and Shirin Sohrabi and Ren{\\'e}e J. Miller}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n HTN Planning for the Composition of Stream Processing Applications.\n \n \n \n \n\n\n \n Sohrabi, S.; Udrea, O.; and Riabov, A.\n\n\n \n\n\n\n In Proceedings of the 23rd International Conference on Automated Planning and Scheduling - Novel Applications Track (ICAPS-13), pages 443-451, Rome, Italy, June 2013. \n \n\n\n\n
\n\n\n\n \n \n \"HTNPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ sohUdrRiaIcaps2013,\n  title = {HTN Planning for the Composition of Stream Processing Applications} , \n  booktitle = {Proceedings  of the 23rd International Conference on Automated Planning and Scheduling - Novel Applications Track (ICAPS-13)},\n  author = {Shirin Sohrabi and Octavian Udrea and Anton Riabov},\n  year = {2013},\n pages={443-451},\n  month = {June},\n  address ={Rome, Italy},\n  url ={http://www.aaai.org/ocs/index.php/ICAPS/ICAPS13/paper/viewFile/5967/6214}\n}\n\n\n
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\n \n\n \n \n \n \n \n Hypothesis Exploration for Malware Detection Using Planning.\n \n \n \n\n\n \n Sohrabi, S.; Udrea, O.; and Riabov, A.\n\n\n \n\n\n\n In Proceedings of the Application Showcase Program at ICAPS 2013, pages 29, Rome, Italy, June 2013. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 22 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ sohUdrRiaIcaps2013-ApplicationShowcase,\n  title = {Hypothesis Exploration for Malware Detection Using Planning} , \n  booktitle = {Proceedings of the Application Showcase Program at ICAPS 2013},\n  author = {Shirin Sohrabi and Octavian Udrea and Anton Riabov},\n  year = {2013},\n   pages = {29},\n   month = {June},\n   address ={Rome, Italy}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Hypothesis Exploration for Malware Detection Using Planning.\n \n \n \n \n\n\n \n Sohrabi, S.; Udrea, O.; and Riabov, A.\n\n\n \n\n\n\n In Proceedings of the 27th Conference on Artificial Intelligence (AAAI-13), pages 883-889, Bellevue, WA, USA, July 2013. \n \n\n\n\n
\n\n\n\n \n \n \"HypothesisPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 22 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ sohUdrRanRiaAAAI13,\n  title = {Hypothesis Exploration for Malware Detection Using Planning} , \n  booktitle = {Proceedings of the 27th Conference on Artificial Intelligence (AAAI-13)},\n  author = {Shirin Sohrabi and Octavian Udrea and Anton Riabov},\n  year = {2013},\n  pages ={883-889},\n  address ={Bellevue, WA, USA},\n  month = {July},\n  url={http://www.aaai.org/ocs/index.php/AAAI/AAAI13/paper/view/6080}\n}\n\n\n\n
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\n  \n 2012\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Customizing the Composition of Web Services and Beyond.\n \n \n \n \n\n\n \n Sohrabi, S.\n\n\n \n\n\n\n Ph.D. Thesis, University of Toronto, 2012.\n \n\n\n\n
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@phdthesis{ sohrabi-thesis-2012,\n  title = {Customizing the Composition of Web Services and Beyond} , \n  author = {Shirin Sohrabi},\n  year = {2012},\n    url = {sohrabi-2012-09-thesis.pdf},\n  school = {University of Toronto}\n}\n\n\n\n
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\n \n\n \n \n \n \n \n Composition of Flow-based Applications with HTN Planning.\n \n \n \n\n\n \n Sohrabi, S.; Udrea, O.; Ranganathan, A.; and Riabov, A.\n\n\n \n\n\n\n In International Scheduling and Planning Applications woRKshop (SPARK), pages 1-7, 2012. \n This paper also appears in the AAAI-12 Workshop on Problem Solving using Classical Planners (CP4PS)\n\n\n\n
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@inproceedings{ sohUdrRanRiaSPARK12,\n  title = {Composition of Flow-based Applications with {HTN} Planning} , \n  booktitle = {International Scheduling and Planning Applications woRKshop (SPARK)},\n  author = {Shirin Sohrabi and Octavian Udrea and Anand Ranganathan and Anton Riabov},\n  year = {2012},\n   pages = {1-7},\n  note = {This paper also appears in the AAAI-12 Workshop on Problem Solving using Classical Planners (CP4PS)}\n}\n\n\n
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\n  \n 2011\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Preferred Explanations: Theory and Generation via Planning.\n \n \n \n \n\n\n \n Sohrabi, S.; Baier, J. A.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 25th Conference on Artificial Intelligence (AAAI-11), pages 261-267, San Francisco, USA, August 2011. \n Accepted as both oral and poster presentation\n\n\n\n
\n\n\n\n \n \n \"PreferredPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 45 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ sohBiaMcIAAAI2011,\n  title = { Preferred Explanations: Theory and Generation via Planning},\n  booktitle = {Proceedings of the 25th Conference on Artificial Intelligence (AAAI-11)},\n  author = {Shirin Sohrabi and Jorge A. Baier and Sheila A. McIlraith},\n  month = {August},\n  year = {2011},\n  address = {San Francisco, USA},\n   pages     = {261-267},\n    url = {soh-bai-mci-aaai11.pdf},\n note ={Accepted as both oral and poster presentation}\n}\n\n\n\n\n
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\n \n\n \n \n \n \n \n \n Representing and reasoning about preferences in requirements engineering.\n \n \n \n \n\n\n \n Liaskos, S.; McIlraith, S. A.; Sohrabi, S.; and Mylopoulos, J.\n\n\n \n\n\n\n Requirements Engineering, 16: 227-249. 2011.\n 10.1007/s00766-011-0129-9\n\n\n\n
\n\n\n\n \n \n \"RepresentingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@article{REJournal11,\n  title = {Representing and reasoning about preferences in requirements engineering},\n  journal = {Requirements Engineering},\n  author = {Sotirios Liaskos and Sheila A. McIlraith and Shirin Sohrabi and John Mylopoulos},\n  publisher = {Springer London},\n  issn = {0947-3602},\n  keyword = {Computer Science},\n  pages = {227-249},\n  volume = {16},\n  issue = {3},\n  note = {10.1007/s00766-011-0129-9},\n  year = {2011},\n  url = {http://www.springerlink.com/content/t27624345512v390/}\n}\n\n\n\n\n
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\n  \n 2010\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n \n Customizing the Composition of Actions, Programs, and Web Services with User Preferences.\n \n \n \n \n\n\n \n Sohrabi, S.\n\n\n \n\n\n\n In Proceedings of the 9th International Semantic Web Conference (ISWC-10) Doctoral Consortium, pages 321-329, Shanghai, China, November 2010. \n Won best paper award.\n\n\n\n
\n\n\n\n \n \n \"CustomizingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ soh-mci-iswc-dc-10,\n  title = { Customizing the Composition of Actions, Programs, and  Web Services with User Preferences.},\n  booktitle = {Proceedings of the 9th International Semantic Web Conference (ISWC-10)  Doctoral Consortium},\n  author = {Shirin Sohrabi},\n  month = {November},\n  year = {2010},\n  address = {Shanghai, China},\n  note={<b> Won best paper award</b>.},\n  pages     = {321-329},\n  url = {sohrabi-iswc-dc-10.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Diagnosis as Planning Revisited.\n \n \n \n \n\n\n \n Sohrabi, S.; Baier, J. A.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 12th International Conference on the Principles of Knowledge Representation and Reasoning (KR-10), pages 26-36, Toronto, Canada, May 2010. \n An abridged version of this paper appears in International Workshop on Principles of Diagnosis (DX-10).\n\n\n\n
\n\n\n\n \n \n \"DiagnosisPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 61 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ sohBiaMcIKR10,\n  title = {Diagnosis as Planning Revisited},\n  booktitle = {Proceedings of the 12th International Conference on the Principles of Knowledge Representation and Reasoning (KR-10)},\n  author = {Shirin Sohrabi and Jorge A. Baier and Sheila A. McIlraith},\n  month = {May},\n  note = {An abridged version of this paper appears in International Workshop on Principles of Diagnosis (DX-10).},\n  year = {2010},\n  pages = {26-36},\n  address = {Toronto, Canada},\n  url = {soh-bai-mci-kr10.pdf}\n}\n\n\n\n\n
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\n \n\n \n \n \n \n \n \n Publishing Bibliographic Data on the Semantic Web using BibBase.\n \n \n \n \n\n\n \n Xin, R. S.; Hassanzadeh, O.; Fritz, C.; Sohrabi, S.; Yang, Y.; Du, J.; Zhao, M.; and Miller, R. J.\n\n\n \n\n\n\n In Proceedings of the 9th International Semantic Web Conference (ISWC-10), Poster & Demo Track, Shanghai, China, November 2010. \n \n\n\n\n
\n\n\n\n \n \n \"PublishingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ xin-etal-iswc2010,\n  author = {Reynold S. Xin and Oktie Hassanzadeh and Christian Fritz and Shirin Sohrabi  and Yang Yang and Jiang Du and Minghua Zhao and Ren\\'ee J. Miller },\n  title = {Publishing Bibliographic Data on the Semantic Web using BibBase},\n  booktitle = {Proceedings of the 9th International Semantic Web Conference (ISWC-10), Poster \\& Demo Track},\n  month = {November},\n  address = {Shanghai, China},\n  year = 2010,\n  url = {http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-658/paper457.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Integrating Preferences into Goal Models for Requirements Engineering.\n \n \n \n \n\n\n \n Liaskos, S.; McIlraith, S. A.; Sohrabi, S.; and Mylopoulos, J.\n\n\n \n\n\n\n In Proceedings of the 10th International Requirements Engineering Conference (RE-10), pages 135-144, Sydney, Australia, September 2010. \n \n\n\n\n
\n\n\n\n \n \n \"IntegratingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ LiMM.10,\n  title = {Integrating Preferences into Goal Models for Requirements Engineering},\n  booktitle = {Proceedings of the 10th International Requirements Engineering Conference (RE-10)},\n  author = {Sotirios Liaskos and Sheila A. McIlraith and Shirin Sohrabi and John Mylopoulos},\n  year = {2010},\n  month = {September},\n  address = {Sydney, Australia},\n  pages = {135-144},\n  url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5636888}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Preference-based Web Service Composition: A Middle Ground Between Execution and Search.\n \n \n \n \n\n\n \n Sohrabi, S.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 9th International Semantic Web Conference (ISWC-10), pages 713-729, Shanghai, China, November 2010. \n \n\n\n\n
\n\n\n\n \n \n \"Preference-basedPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 13 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ soh-mci-iswc10,\n  title = {Preference-based Web Service Composition: A Middle Ground Between Execution and Search},\n  url = {1284490294_},\n  booktitle = {Proceedings of the 9th International Semantic Web Conference (ISWC-10)},\n  author = {Shirin Sohrabi and Sheila A. McIlraith},\n  month = {November},\n  year = {2010},\n  pages={713-729},\n  url = {Soh-mci-ISWC10.pdf},\n  address = {Shanghai, China}\n}\n\n\n
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\n  \n 2009\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n HTN Planning with Preferences.\n \n \n \n \n\n\n \n Sohrabi, S.; Baier, J. A.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI-09), pages 1790-1797, Pasadena, CA, USA, July 2009. \n This paper also appears in Commonsense 2009.\n\n\n\n
\n\n\n\n \n \n \"HTNPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 43 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ sohBiaMcIIJCAI09,\n  author = {Shirin Sohrabi and Jorge A. Baier and Sheila A. McIlraith},\n  title = {HTN Planning with Preferences},\n  url = {1242050782_Sohrabi-IJCAI09.pdf},\n  booktitle = {Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI-09)},\n  address = {Pasadena, CA, USA},\n  month = {July},\n  note = {This paper also appears in Commonsense 2009.},\n  year = {2009},\n  pages = {1790-1797}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Optimizing Web Service Composition while Enforcing Regulations.\n \n \n \n \n\n\n \n Sohrabi, S.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 8th International Semantic Web Conference (ISWC-09), pages 601-617, Chantilly, VA, USA, October 2009. \n \n\n\n\n
\n\n\n\n \n \n \"OptimizingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ soh-mci-iswc09,\n  title = {Optimizing Web Service Composition while Enforcing Regulations},\n  url = {1256919754_soh-mci-ISWC-09.pdf},\n  booktitle = {Proceedings of the 8th International Semantic Web Conference (ISWC-09)},\n  author = {Shirin Sohrabi and Sheila A. McIlraith},\n  month = {October},\n  year = {2009},\n  pages = {601-617},\n  address = {Chantilly, VA, USA}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Web Service Composition via the Customization of Golog Programs with User Preferences.\n \n \n \n \n\n\n \n Sohrabi, S.; Prokoshyna, N.; and McIlraith, S. A.\n\n\n \n\n\n\n In Borgida, A. T.; Chaudhri, V. K.; Giorgini, P.; and Yu, E. S., editor(s), Conceptual Modeling: Foundations and Applications: Essays in Honor of John Mylopoulos, pages 319-334. Springer-Verlag, 2009.\n \n\n\n\n
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@incollection{ soh-pro-mci-jm09,\n  publisher = {Springer-Verlag},\n  author = {Shirin Sohrabi and Nataliya Prokoshyna and Sheila A. McIlraith},\n  url = {1249664263_soh-pro-mci-jm09.pdf},\n  booktitle = {Conceptual Modeling: Foundations and Applications: Essays in Honor of John Mylopoulos},\n  title = {Web Service Composition via the Customization of Golog Programs with User Preferences},\n  editor = {Alexander T. Borgida and Vinay K. Chaudhri and Paolo Giorgini and Eric S. Yu},\n  year = {2009},\n  opturl = {soh-pro-mci-jm09.pdf},\n  pages = {319-334}\n}\n\n\n
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\n  \n 2008\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n On Planning with Preferences in HTN.\n \n \n \n \n\n\n \n Sohrabi, S.; and McIlraith, S. A.\n\n\n \n\n\n\n In the 12th International Workshop on Non-Monotonic Reasoning (NMR08), pages 241-248, Sydney, Australia, September 2008. \n \n\n\n\n
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@inproceedings{ nmr08sohMcI,\n  title = {On Planning with Preferences in HTN},\n  url = {1225923005_soh-mci-nmr08.pdf},\n  booktitle = {the 12th International Workshop on Non-Monotonic Reasoning (NMR08)},\n  author = {Shirin Sohrabi and Sheila A. McIlraith},\n  month = {September},\n  year = {2008},\n  pages = {241-248},\n  address = {Sydney, Australia}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n On Planning with Preferences in HTN.\n \n \n \n \n\n\n \n Sohrabi, S.; and McIlraith, S. A.\n\n\n \n\n\n\n In the 4th Multidisciplinary Workshop on Advances in Preference Handling (M-Pref08) at AAAI-08, pages 103-109, Chicago, IL, USA, July 2008. \n \n\n\n\n
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@inproceedings{ mpref08SohMcI,\n  title = {On Planning with Preferences in HTN},\n  url = {1225922953_soh-mci-m-pref08.pdf},\n  booktitle = {the 4th Multidisciplinary Workshop on Advances in Preference Handling (M-Pref08) at AAAI-08},\n  author = {Shirin Sohrabi and Sheila A. McIlraith},\n  month = {July},\n  year = {2008},\n  pages = {103-109},\n  address = {Chicago, IL, USA}\n}\n\n\n
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\n \n\n \n \n \n \n \n HTN Planning with Quantitative Preferences via Heuristic Search.\n \n \n \n\n\n \n Sohrabi, S.; Baier, J. A.; and McIlraith, S. A.\n\n\n \n\n\n\n In Eighteeth International Conference on Automated Planning and Scheduling (ICAPS) Workshop on Oversubscribed Planning and Scheduling, Sydney, Australia, September 2008. \n \n\n\n\n
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@inproceedings{ sohMciBiaICAPSworkshop08,\n  title = {HTN Planning with Quantitative Preferences via Heuristic Search},\n  booktitle = {Eighteeth International Conference on Automated Planning and Scheduling (ICAPS) Workshop on Oversubscribed Planning and Scheduling},\n  author = {Shirin Sohrabi and Jorge A. Baier and Sheila A. McIlraith},\n  year = {2008},\n   month = {September},\n  address = {Sydney, Australia}\n}\n\n\n
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\n  \n 2006\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Web Service Composition Via Generic Procedures and Customizing User Preferences.\n \n \n \n \n\n\n \n Sohrabi, S.; Prokoshyna, N.; and McIlraith, S. A.\n\n\n \n\n\n\n In Proceedings of the 5th International Semantic Web Conference (ISWC-06), pages 597-611, Athens, GA, USA, November 2006. \n \n\n\n\n
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@inproceedings{ sohProMcI,\n  title = {Web Service Composition Via Generic Procedures and Customizing User Preferences},\n  url = {1225923302_soh-pro-mci-iswc06.pdf},\n  booktitle = {Proceedings of the 5th International Semantic Web Conference (ISWC-06)},\n  author = {Shirin Sohrabi and Nataliya Prokoshyna and Sheila A. McIlraith},\n  month = {November},\n  year = {2006},\n  pages = {597-611},\n  address = {Athens, GA, USA}\n}\n\n\n
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