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Bistra Dilkina, Ph.D. - Publications

Affiliations: 
2011 Cornell University, Ithaca, NY, United States 
Area:
Computer Science, Wood Technology Agriculture, Wildlife Conservation Agriculture
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26 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Armsworth PR, Benefield AE, Dilkina B, Fovargue R, Jackson HB, Le Bouille D, Nolte C. Allocating resources for land protection using continuous optimization: biodiversity conservation in the United States. Ecological Applications : a Publication of the Ecological Society of America. PMID 32173929 DOI: 10.1002/Eap.2118  0.335
2020 Costanza JK, Watling J, Sutherland R, Belyea C, Dilkina B, Cayton H, Bucklin D, Romañach SS, Haddad NM. Preserving connectivity under climate and land-use change: No one-size-fits-all approach for focal species in similar habitats Biological Conservation. 248: 108678. DOI: 10.1016/J.Biocon.2020.108678  0.315
2019 Gupta A, Dilkina B, Morin D, Fuller AK, Royle JA, Sutherland C, Gomes CP. Reserve design to optimize functional connectivity and animal density. Conservation Biology : the Journal of the Society For Conservation Biology. PMID 31209924 DOI: 10.1111/Cobi.13369  0.571
2019 Gomes C, Dietterich T, Barrett C, Conrad J, Dilkina B, Ermon S, Fang F, Farnsworth A, Fern A, Fern X, Fink D, Fisher D, Flecker A, Freund D, Fuller A, et al. Computational sustainability Communications of the Acm. 62: 56-65. DOI: 10.1145/3339399  0.659
2018 Fountalis I, Dovrolis C, Bracco A, Dilkina B, Keilholz S. -MAPS: from spatio-temporal data to a weighted and lagged network between functional domains. Applied Network Science. 3: 21. PMID 30839838 DOI: 10.1007/S41109-018-0078-Z  0.327
2018 Mo W, Lu Z, Dilkina B, Gardner K, Huang J, Foreman M. Sustainable and Resilient Design of Interdependent Water and Energy Systems: A Conceptual Modeling Framework for Tackling Complexities at the Infrastructure-Human-Resource Nexus Sustainability. 10: 1845. DOI: 10.3390/Su10061845  0.333
2018 Robinson C, Dilkina B. A Machine Learning Approach to Modeling Human Migration The Compass. 30. DOI: 10.1145/3209811.3209868  0.305
2018 Gupta A, Robinson C, Dilkina B. Infrastructure Resilience for Climate Adaptation The Compass. 28. DOI: 10.1145/3209811.3209859  0.371
2017 Jafari N, Nuse BL, Moore CT, Dilkina B, Hepinstall-Cymerman J. Achieving full connectivity of sites in the multiperiod reserve network design problem Computers & Operations Research. 81: 119-127. DOI: 10.1016/J.Cor.2016.12.017  0.406
2017 Dilkina B, Khalil EB, Nemhauser GL. Comments on: On learning and branching: a survey Top. 25: 242-246. DOI: 10.1007/S11750-017-0454-3  0.393
2016 Dilkina B, Houtman R, Gomes CP, Montgomery CA, McKelvey KS, Kendall K, Graves TA, Bernstein R, Schwartz MK. Trade-offs and efficiencies in optimal budget-constrained multispecies corridor networks. Conservation Biology : the Journal of the Society For Conservation Biology. PMID 27677418 DOI: 10.1111/Cobi.12814  0.584
2016 Luo D, Xu H, Zhen Y, Dilkina B, Zha H, Yang X, Zhang W. Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints Ieee Transactions On Knowledge and Data Engineering. 28: 1518-1531. DOI: 10.1109/Tkde.2016.2522426  0.373
2015 Ermon S, Xue Y, Toth R, Dilkina B, Bernstein R, Damoulas T, Clark P, DeGloria S, Mude A, Barrett C, Gomes CP. Learning large-scale dynamic discrete choice models of spatio-temporal preferences with application to migratory pastoralism in east Africa Proceedings of the National Conference On Artificial Intelligence. 1: 644-650.  0.678
2014 Khalil EB, Dilkina B, Song L. Scalable diffusion-aware optimization of network topology Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 1226-1235. DOI: 10.1145/2623330.2623704  0.314
2014 Dilkina B, Gomes CP, Sabharwal A. Tradeoffs in the complexity of backdoors to satisfiability: Dynamic sub-solvers and learning during search Annals of Mathematics and Artificial Intelligence. 70: 399-431. DOI: 10.1007/S10472-014-9407-9  0.604
2013 Dilkina B, Lai K, Le Bras R, Xue Y, Gomes CP, Sabharwal A, Suter J, McKelvey KS, Schwartz MK, Montgomery C. Large landscape conservation - Synthetic and real-world datasets Proceedings of the 27th Aaai Conference On Artificial Intelligence, Aaai 2013. 1369-1372.  0.581
2013 Le Bras R, Dilkina B, Xue Y, Gomes CP, McKelvey KS, Schwartz MK, Montgomery CA. Robust network design for multispecies conservation Proceedings of the 27th Aaai Conference On Artificial Intelligence, Aaai 2013. 1305-1312.  0.61
2011 Dilkina B, Lai KJ, Gomes CP. Upgrading shortest paths in networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6697: 76-91. DOI: 10.1007/978-3-642-21311-3_9  0.58
2010 Ahmadizadeh K, Dilkina B, Gomes CP, Sabharwal A. An empirical study of optimization for maximizing diffusion in networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6308: 514-521. DOI: 10.1007/978-3-642-15396-9_41  0.524
2010 Dilkina B, Gomes CP. Solving connected subgraph problems in wildlife conservation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6140: 102-116. DOI: 10.1007/978-3-642-13520-0_14  0.575
2010 Sheldon D, Dilkina B, Elmachtoub AN, Finseth R, Sabharwal A, Conrad J, Gomes C, Shmoys D, Allen W, Amundsen O, Vaughan W. Maximizing the spread of cascades using network design Proceedings of the 26th Conference On Uncertainty in Artificial Intelligence, Uai 2010. 517-526.  0.327
2009 Dilkina B, Gomes CP, Sabharwal A. Backdoors in the context of learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5584: 73-79. DOI: 10.1007/978-3-642-02777-2_9  0.474
2009 Dilkina B, Gomes CP, Malitsky Y, Sabharwal A, Sellmann M. Backdoors to combinatorial optimization: Feasibility and optimality Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5547: 56-70. DOI: 10.1007/978-3-642-01929-6_6  0.55
2008 Dilkina B, Gomes CP, Sabharwal A. Tradeoffs in backdoors: Inconsistency detection, dynamic simplification, and preprocessing 10th International Symposium On Artificial Intelligence and Mathematics, Isaim 2008.  0.542
2007 Dilkina B, Gomes CP, Sabharwal A. Tradeoffs in the complexity of backdoor detection Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4741: 256-270.  0.439
2007 Dilkina B, Gomes CP, Sabharwal A. The impact of network topology on pure nash equilibria in graphical games Proceedings of the National Conference On Artificial Intelligence. 1: 42-49.  0.517
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