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1

Machine learning approaches for estimating commercial building energy consumption

Robinson, Caleb, Dilkina, Bistra, Hubbs, Jeffrey, Zhang, Wenwen, Guhathakurta, Subhrajit, Brown, Marilyn A., Pendyala, Ram M.

Journal:

Year:

2017

Language:

english

File:

PDF, 1.70 MB

english, 2017

2

To Signal or Not To Signal: Exploiting Uncertain Real-Time Information in Signaling Games for Security and Sustainability

Bondi, Elizabeth, Oh, Hoon, Xu, Haifeng, Fang, Fei, Dilkina, Bistra, Tambe, Milind

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2020

File:

PDF, 924 KB

2020

3

[ACM Press the 23rd international conference - Seoul, Korea (2014.04.07-2014.04.11)] Proceedings of the 23rd international conference on World wide web - WWW '14 - To gather together for a better world

Choo, Jaegul, Lee, Daniel, Dilkina, Bistra, Zha, Hongyuan, Park, Haesun

Year:

2014

Language:

english

File:

PDF, 568 KB

english, 2014

4

[IEEE 2016 Winter Simulation Conference (WSC) - Washington, DC, USA (2016.12.11-2016.12.14)] 2016 Winter Simulation Conference (WSC) - An approach to integrate inter-dependent simulations using HLA with applications to sustainable urban development

Jain, Ajitesh, Robinson, David, Dilkina, Bistra, Fujimoto, Richard

Year:

2016

Language:

english

File:

PDF, 6.14 MB

english, 2016

5

Artificial Intelligence and Conservation || Law Enforcement for Wildlife Conservation

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

Language:

english

File:

PDF, 587 KB

english, 2019

6

Artificial Intelligence and Conservation || Probabilistic Inference with Generating Functions for Animal Populations

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

Language:

english

File:

PDF, 843 KB

english, 2019

7

Artificial Intelligence and Conservation || Connecting Conservation Research and Implementation: Building aWildfire Assistant

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

Language:

english

File:

PDF, 1.73 MB

english, 2019

8

Reserve design to optimize functional connectivity and animal density

Gupta, Amrita, Dilkina, Bistra, Morin, Dana, Fuller, Angela K., Royle, J. Andrew, Sutherland, Christopher, Gomes, Carla P.

Journal:

Conservation Biology

Year:

2019

Language:

english

File:

PDF, 865 KB

english, 2019

9

Decentralized water collection systems for households and communities: Household preferences in Atlanta and Boston

Lu, Zhongming, Mo, Weiwei, Dilkina, Bistra, Gardner, Kevin, Stang, Shannon, Huang, Ju-Chin, Foreman, Maria Christina

Journal:

Year:

2019

Language:

english

File:

PDF, 3.30 MB

english, 2019

10

Modeling migration patterns in the USA under sea level rise

Robinson, Caleb, Dilkina, Bistra, Moreno-Cruz, Juan, Cherry, Julia A.

Journal:

Year:

2020

Language:

english

File:

PDF, 2.18 MB

english, 2020

11

[IEEE 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Long Beach, CA, USA (2019.6.15-2019.6.20)] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data

Robinson, Caleb, Hou, Le, Malkin, Kolya, Soobitsky, Rachel, Czawlytko, Jacob, Dilkina, Bistra, Jojic, Nebojsa

Year:

2019

Language:

english

File:

PDF, 1.81 MB

english, 2019

12

Preserving connectivity under climate and land-use change: No one-size-fits-all approach for focal species in similar habitats

Costanza, Jennifer K., Watling, James, Sutherland, Ron, Belyea, Curtis, Dilkina, Bistra, Cayton, Heather, Bucklin, David, RomaÃ±ach, Stephanie S., Haddad, Nick M.

Journal:

Biological Conservation

Year:

2020

File:

PDF, 6.58 MB

2020

13

Tradeoffs in the complexity of backdoors to satisfiability: dynamic sub-solvers and learning during search

Dilkina, Bistra, Gomes, Carla P., Sabharwal, Ashish

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 599 KB

english, 2014

14

[ACM Press the 20th ACM SIGKDD international conference - New York, New York, USA (2014.08.24-2014.08.27)] Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14 - Scalable diffusion-aware optimization of network topology

Khalil, Elias Boutros, Dilkina, Bistra, Song, Le

Year:

2014

Language:

english

File:

PDF, 1.58 MB

english, 2014

15

Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints

Luo, Dixin, Xu, Hongteng, Zhen, Yi, Dilkina, Bistra, Zha, Hongyuan, Yang, Xiaokang, Zhang, Wenjun

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2016

Language:

english

File:

PDF, 4.21 MB

english, 2016

16

[ACM Press the 2016 - Denver, Colorado, USA (2016.07.20-2016.07.24)] Proceedings of the 2016 on Genetic and Evolutionary Computation Conference - GECCO '16 - Active Learning in Multi-objective Evolutionary Algorithms for Sustainable Building Design

Safarzadegan Gilan, Siamak, Goyal, Naman, Dilkina, Bistra

Year:

2016

Language:

english

File:

PDF, 5.50 MB

english, 2016

17

Trade-offs and efficiencies in optimal budget-constrained multispecies corridor networks

Dilkina, Bistra, Houtman, Rachel, Gomes, Carla P., Montgomery, Claire A., McKelvey, Kevin S., Kendall, Katherine, Graves, Tabitha A., Bernstein, Richard, Schwartz, Michael K.

Journal:

Conservation Biology

Year:

2016

Language:

english

File:

PDF, 757 KB

english, 2016

18

[ACM Press the 22nd ACM SIGKDD International Conference - San Francisco, California, USA (2016.08.13-2016.08.17)] Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16 - Firebird

Madaio, Michael, Chen, Shang-Tse, Haimson, Oliver L., Zhang, Wenwen, Cheng, Xiang, Hinds-Aldrich, Matthew, Chau, Duen Horng, Dilkina, Bistra

Year:

2016

Language:

english

File:

PDF, 3.18 MB

english, 2016

19

Achieving full connectivity of sites in the multiperiod reserve network design problem

Jafari, Nahid, Nuse, Bryan L., Moore, Clinton T., Dilkina, Bistra, Hepinstall-Cymerman, Jeffrey

Journal:

Computers & Operations Research

Year:

2017

Language:

english

File:

PDF, 1.04 MB

english, 2017

20

[IEEE 2016 IEEE International Conference on Big Data (Big Data) - Washington DC,USA (2016.12.5-2016.12.8)] 2016 IEEE International Conference on Big Data (Big Data) - Network optimization of food flows in the U.S.

Robinson, Caleb, Shirazi, Arezoo, Liu, Mengmeng, Dilkina, Bistra

Year:

2016

Language:

english

File:

PDF, 1.25 MB

english, 2016

21

Comments on: On learning and branching: a survey

Bistra Dilkina,Elias B. Khalil,George L. Nemhauser

Journal:

Year:

2017

Language:

english

File:

PDF, 328 KB

english, 2017

22

[IEEE 2017 IEEE 33rd International Conference on Data Engineering (ICDE) - San Diego, CA, USA (2017.4.19-2017.4.22)] 2017 IEEE 33rd International Conference on Data Engineering (ICDE) - Learning mixtures of markov chains from aggregate data with structural constraints (extended abstract)

Luo, Dixin, Xu, Hongteng, Zhen, Yi, Dilkina, Bistra, Zha, Hongyuan, Yang, Xiaokang, Zhang, Wenjun

Year:

2017

Language:

english

File:

PDF, 1.54 MB

english, 2017

23

[ACM Press the 22nd ACM SIGKDD International Conference - San Francisco, California, USA (2016.08.13-2016.08.17)] Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16 - Lexis

Siyari, Payam, Dilkina, Bistra, Dovrolis, Constantine

Year:

2016

Language:

english

File:

PDF, 1.20 MB

english, 2016

24

Estimating Household Travel Energy Consumption in Conjunction with a Travel Demand Forecasting Model

Garikapati, Venu M., You, Daehyun, Zhang, Wenwen, Pendyala, Ram M., Guhathakurta, Subhrajit, Brown, Marilyn A., Dilkina, Bistra

Journal:

Transportation Research Record Journal of the Transportation Research Board

Year:

2017

Language:

english

File:

PDF, 1.26 MB

english, 2017

25

[ACM Press the 1st ACM SIGSPATIAL Workshop - Redondo Beach, CA, USA (2017.11.07-2017.11.10)] Proceedings of the 1st ACM SIGSPATIAL Workshop on Geospatial Humanities - GeoHumanities'17 - A Deep Learning Approach for Population Estimation from Satellite Imagery

Robinson, Caleb, Hohman, Fred, Dilkina, Bistra

Year:

2017

Language:

english

File:

PDF, 5.44 MB

english, 2017

26

Estimating Residential Energy Consumption in Metropolitan Areas: A Microsimulation Approach

Zhang, Wenwen, Robinson, Caleb, Guhathakurta, Subhrajit, Garikapati, Venu M., Dilkina, Bistra, Brown, Marilyn A., Pendyala, Ram M.

Journal:

Year:

2018

Language:

english

File:

PDF, 1.55 MB

english, 2018

27

[ACM Press the 1st ACM SIGCAS Conference - Menlo Park and San Jose, CA, USA (2018.06.20-2018.06.22)] Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS) - COMPASS '18 - Infrastructure Resilience for Climate Adaptation

Gupta, Amrita, Robinson, Caleb, Dilkina, Bistra

Year:

2018

Language:

english

File:

PDF, 3.73 MB

english, 2018

28

[ACM Press the 1st ACM SIGCAS Conference - Menlo Park and San Jose, CA, USA (2018.06.20-2018.06.22)] Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS) - COMPASS '18 - A Machine Learning Approach to Modeling Human Migration

Robinson, Caleb, Dilkina, Bistra

Year:

2018

Language:

english

File:

PDF, 1.82 MB

english, 2018

29

[ACM Press the 1st ACM SIGCAS Conference - Menlo Park and San Jose, CA, USA (2018.06.20-2018.06.22)] Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS) - COMPASS '18 - AirSim-W

Bondi, Elizabeth, Joppa, Lucas, Tambe, Milind, Dey, Debadeepta, Kapoor, Ashish, Piavis, Jim, Shah, Shital, Fang, Fei, Dilkina, Bistra, Hannaford, Robert, Iyer, Arvind

Year:

2018

Language:

english

File:

PDF, 1.97 MB

english, 2018

30

Sustainable and Resilient Design of Interdependent Water and Energy Systems: A Conceptual Modeling Framework for Tackling Complexities at the Infrastructure-Human-Resource Nexus

Mo, Weiwei, Lu, Zhongming, Dilkina, Bistra, Gardner, Kevin, Huang, Ju-Chin, Foreman, Maria

Journal:

Year:

2018

Language:

english

File:

PDF, 1.26 MB

english, 2018

31

Artificial Intelligence and Conservation || Wildlife Poaching Forecasting Based on Ranger–Collected Data and Evaluation through Field Tests

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 722 KB

2019

32

Artificial Intelligence and Conservation || Connecting Conservation Research and Implementation: Building aWildfire Assistant

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 1.73 MB

2019

33

Artificial Intelligence and Conservation || NECTAR: Enforcing Environmental Compliance through Strategically Randomized Factory Inspections

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 1.91 MB

2019

34

Artificial Intelligence and Conservation || Optimal Patrol Planning Against Black-Box Attackers

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 334 KB

2019

35

Artificial Intelligence and Conservation || Simulator-Defined Markov Decision Processes: A Case Study in Managing Bio-invasions

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 355 KB

2019

36

Artificial Intelligence and Conservation || Law Enforcement for Wildlife Conservation

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 587 KB

2019

37

Artificial Intelligence and Conservation || Index

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 15 KB

2019

38

Artificial Intelligence and Conservation || Probabilistic Inference with Generating Functions for Animal Populations

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 843 KB

2019

39

Artificial Intelligence and Conservation || Engaging Citizen Scientists in Data Collection for Conservation

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 4.36 MB

2019

40

Artificial Intelligence and Conservation || Simultaneous Optimization of Strategic and Tactical Planning for Environmental Sustainability and Security

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 1.11 MB

2019

41

Artificial Intelligence and Conservation || Protecting Coral Reef Ecosystems via Efficient Patrols

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 687 KB

2019

42

Artificial Intelligence and Conservation || Introduction

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 77 KB

2019

43

Artificial Intelligence and Conservation || Glossary

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 47 KB

2019

44

Artificial Intelligence and Conservation || Automatic Detection of Poachers and Wildlife with UAVs

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

File:

PDF, 1.83 MB

2019

45

Artificial Intelligence and Conservation || Introduction

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

Language:

english

File:

PDF, 77 KB

english, 2019

46

Artificial Intelligence and Conservation || Glossary

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

Language:

english

File:

PDF, 47 KB

english, 2019

47

Artificial Intelligence and Conservation || Simultaneous Optimization of Strategic and Tactical Planning for Environmental Sustainability and Security

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

Language:

english

File:

PDF, 1.11 MB

english, 2019

48

Artificial Intelligence and Conservation || Protecting Coral Reef Ecosystems via Efficient Patrols

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

Language:

english

File:

PDF, 687 KB

english, 2019

49

Artificial Intelligence and Conservation || Index

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

Language:

english

File:

PDF, 15 KB

english, 2019

50

Artificial Intelligence and Conservation || Simulator-Defined Markov Decision Processes: A Case Study in Managing Bio-invasions

Fang, Fei, Tambe, Milind, Dilkina, Bistra, Plumptre, Andrew J.

Year:

2019

Language:

english

File:

PDF, 355 KB

english, 2019