Bistra Dilkina
机构: Assoc. Professor of Computer Science and co-Director of the Center for AI in Society, USC
主页: usc.edu
每年引用次数
引用次数
引用: 6,314
H-指数: 34
I10-指数 : 84
出版物: 183
Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints
Dixin Luo , Hongteng Xu , Yi Zhen , Bistra Dilkina
IEEE Transactions on Knowledge and Data Engineering 28 ( 6) 1518 -1531
8
2016
Allocating resources for land protection using continuous optimization: biodiversity conservation in the United States.
Paul R. Armsworth , Amy E. Benefield , Bistra Dilkina , Rachel Fovargue
Ecological Applications 30 ( 6)
3
2020
Tradeoffs in the complexity of backdoors to satisfiability: dynamic sub-solvers and learning during search
Bistra Dilkina , Carla P. Gomes , Ashish Sabharwal
Annals of Mathematics and Artificial Intelligence 70 ( 4) 399 -431
7
2014
Comments on: On learning and branching: a survey
Bistra Dilkina , Elias B. Khalil , George L. Nemhauser
Top 25 ( 2) 242 -246
4
2017
Stay Ahead of Poachers: Illegal Wildlife Poaching Prediction and Patrol Planning Under Uncertainty with Field Test Evaluations (Short Version)
Lily Xu , Shahrzad Gholami , Sara McCarthy , Bistra Dilkina
2020 IEEE 36th International Conference on Data Engineering (ICDE) 1898 -1901
40
2020
Imbalanced Collusive Security Games
Han-Ching Ou , Milind Tambe , Bistra Dilkina , Phebe Vayanos
decision and game theory for security 583 -602
2018
Preserving connectivity under climate and land-use change: No one-size-fits-all approach for focal species in similar habitats
Jennifer K. Costanza , James Watling , Ron Sutherland , Curtis Belyea
Biological Conservation 248 ( 108678) 108678
3
2020
To Signal or Not To Signal: Exploiting Uncertain Real-Time Information in Signaling Games for Security and Sustainability.
Elizabeth Bondi , Hoon Oh , Haifeng Xu , Fei Fang
national conference on artificial intelligence 34 ( 02) 1369 -1377
3
2020
End-to-End Game-Focused Learning of Adversary Behavior in Security Games
Andrew Perrault , Bryan Wilder , Eric Ewing , Aditya Mate
national conference on artificial intelligence 34 ( 02) 1378 -1386
2020
MIPaaL: Mixed Integer Program as a Layer.
Aaron Ferber , Bryan Wilder , Bistra Dilkina , Milind Tambe
national conference on artificial intelligence 34 ( 02) 1504 -1511
20
2020
Human-Machine Collaboration for Fast Land Cover Mapping.
Caleb Robinson , Anthony Ortiz , Kolya Malkin , Blake Elias
national conference on artificial intelligence 34 ( 03) 2509 -2517
20
2020
Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization
Bryan Wilder , Bistra Dilkina , Milind Tambe
Proceedings of the AAAI Conference on Artificial Intelligence 33 ( 01) 1658 -1665
43
2019
Backdoors in the Context of Learning
Bistra Dilkina , Carla P. Gomes , Ashish Sabharwal
theory and applications of satisfiability testing 73 -79
18
2009
Network optimization of food flows in the U.S.
Caleb Robinson , Arezoo Shirazi , Mengmeng Liu , Bistra Dilkina
2016 IEEE International Conference on Big Data (Big Data) 2190 -2198
9
2016
To gather together for a better world: understanding and leveraging communities in micro-lending recommendation
Jaegul Choo , Daniel Lee , Bistra Dilkina , Hongyuan Zha
the web conference 249 -260
14
2014
Computational sustainability: computing for a better world and a sustainable future
Carla Gomes , Thomas Dietterich , Christopher Barrett , Jon Conrad
Communications of The ACM 62 ( 9) 56 -65
74
2019
Solving Connected Subgraph Problems in Wildlife Conservation
Bistra Dilkina , Carla P. Gomes
Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems 6140 102 -116
68
2010
Upgrading shortest paths in networks
Bistra Dilkina , Katherine J. Lai , Carla P. Gomes
integration of ai and or techniques in constraint programming 76 -91
19
2011
δ -MAPS: from spatio-temporal data to a weighted and lagged network between functional domains
Ilias Fountalis , Constantine Dovrolis , Annalisa Bracco , Bistra Dilkina
Applied Network Science 3 ( 1) 21
9
2018