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ORCIDBibTeX records: B. Aditya Prakash
@article{DBLP:journals/corr/abs-2402-03358,
author = {Mohammad Hashemi and
Shengbo Gong and
Juntong Ni and
Wenqi Fan and
B. Aditya Prakash and
Wei Jin},
title = {A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening,
and Condensation},
journal = {CoRR},
volume = {abs/2402.03358},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03358},
doi = {10.48550/ARXIV.2402.03358},
eprinttype = {arXiv},
eprint = {2402.03358},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16132,
author = {Haoxin Liu and
Zhiyuan Zhao and
Jindong Wang and
Harshavardhan Kamarthi and
B. Aditya Prakash},
title = {LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters
by Long-Short-Term Prompting},
journal = {CoRR},
volume = {abs/2402.16132},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16132},
doi = {10.48550/ARXIV.2402.16132},
eprinttype = {arXiv},
eprint = {2402.16132},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19852,
author = {Zewen Liu and
Guancheng Wan and
B. Aditya Prakash and
Max S. Y. Lau and
Wei Jin},
title = {A Review of Graph Neural Networks in Epidemic Modeling},
journal = {CoRR},
volume = {abs/2403.19852},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19852},
doi = {10.48550/ARXIV.2403.19852},
eprinttype = {arXiv},
eprint = {2403.19852},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdgth/SwainXMSCCASP23,
author = {Vedant Das Swain and
Jiajia Xie and
Maanit Madan and
Sonia Sargolzaei and
James Cai and
Munmun De Choudhury and
Gregory D. Abowd and
Lauren N. Steimle and
B. Aditya Prakash},
title = {Empirical networks for localized {COVID-19} interventions using WiFi
infrastructure at university campuses},
journal = {Frontiers Digit. Health},
volume = {5},
year = {2023},
url = {https://doi.org/10.3389/fdgth.2023.1060828},
doi = {10.3389/FDGTH.2023.1060828},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdgth/SwainXMSCCASP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JangFCKPVAP23,
author = {Hankyu Jang and
Andrew Fu and
Jiaming Cui and
Methun Kamruzzaman and
B. Aditya Prakash and
Anil Vullikanti and
Bijaya Adhikari and
Sriram V. Pemmaraju},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Detecting Sources of Healthcare Associated Infections},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {4347--4355},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25554},
doi = {10.1609/AAAI.V37I4.25554},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JangFCKPVAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RodriguezCRAP23,
author = {Alexander Rodr{\'{\i}}guez and
Jiaming Cui and
Naren Ramakrishnan and
Bijaya Adhikari and
B. Aditya Prakash},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {EINNs: Epidemiologically-Informed Neural Networks},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {14453--14460},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i12.26690},
doi = {10.1609/AAAI.V37I12.26690},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RodriguezCRAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ChopraRSQKPR23,
author = {Ayush Chopra and
Alexander Rodr{\'{\i}}guez and
Jayakumar Subramanian and
Arnau Quera{-}Bofarull and
Balaji Krishnamurthy and
B. Aditya Prakash and
Ramesh Raskar},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {Differentiable Agent-based Epidemiology},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {1848--1857},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598851},
doi = {10.5555/3545946.3598851},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/ChopraRSQKPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KongCSZPZ23,
author = {Lingkai Kong and
Jiaming Cui and
Haotian Sun and
Yuchen Zhuang and
B. Aditya Prakash and
Chao Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Autoregressive Diffusion Model for Graph Generation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {17391--17408},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/kong23b.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/KongCSZPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KamarthiKR0P23,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {When Rigidity Hurts: Soft Consistency Regularization for Probabilistic
Hierarchical Time Series Forecasting},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {1057--1072},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599547},
doi = {10.1145/3580305.3599547},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KamarthiKR0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KongKCPZ23,
author = {Lingkai Kong and
Harshavardhan Kamarthi and
Peng Chen and
B. Aditya Prakash and
Chao Zhang},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Uncertainty Quantification in Deep Learning},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5809--5810},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599577},
doi = {10.1145/3580305.3599577},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KongKCPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AdhikariRYPSCVP23,
author = {Bijaya Adhikari and
Alexander Rodr{\'{\i}}guez and
Amulya Yadav and
Sen Pei and
Ajitesh Srivastava and
Marie{-}Laure Charpignon and
Anil Vullikanti and
B. Aditya Prakash},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {epiDAMIK 6.0: The 6th International Workshop on Epidemiology meets
Data Mining and Knowledge Discovery},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5847--5848},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599220},
doi = {10.1145/3580305.3599220},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AdhikariRYPSCVP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/asunam/2023,
editor = {B. Aditya Prakash and
Dong Wang and
Tim Weninger},
title = {Proceedings of the International Conference on Advances in Social
Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November
6-9, 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3625007},
doi = {10.1145/3625007},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08849,
author = {Lingkai Kong and
Jiaming Cui and
Haotian Sun and
Yuchen Zhuang and
B. Aditya Prakash and
Chao Zhang},
title = {Autoregressive Diffusion Model for Graph Generation},
journal = {CoRR},
volume = {abs/2307.08849},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08849},
doi = {10.48550/ARXIV.2307.08849},
eprinttype = {arXiv},
eprint = {2307.08849},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11833,
author = {Leo Zhiyuan Zhao and
Xueying Ding and
B. Aditya Prakash},
title = {PINNsFormer: {A} Transformer-Based Framework For Physics-Informed
Neural Networks},
journal = {CoRR},
volume = {abs/2307.11833},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11833},
doi = {10.48550/ARXIV.2307.11833},
eprinttype = {arXiv},
eprint = {2307.11833},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05889,
author = {Lingkai Kong and
Wenhao Mu and
Jiaming Cui and
Yuchen Zhuang and
B. Aditya Prakash and
Bo Dai and
Chao Zhang},
title = {{DF2:} Distribution-Free Decision-Focused Learning},
journal = {CoRR},
volume = {abs/2308.05889},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05889},
doi = {10.48550/ARXIV.2308.05889},
eprinttype = {arXiv},
eprint = {2308.05889},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06077,
author = {Zhiyuan Zhao and
Alexander Rodr{\'{\i}}guez and
B. Aditya Prakash},
title = {Performative Time-Series Forecasting},
journal = {CoRR},
volume = {abs/2310.06077},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06077},
doi = {10.48550/ARXIV.2310.06077},
eprinttype = {arXiv},
eprint = {2310.06077},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07841,
author = {Harshavardhan Kamarthi and
B. Aditya Prakash},
title = {{PEMS:} Pre-trained Epidemic Time-series Models},
journal = {CoRR},
volume = {abs/2311.07841},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07841},
doi = {10.48550/ARXIV.2311.07841},
eprinttype = {arXiv},
eprint = {2311.07841},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11413,
author = {Harshavardhan Kamarthi and
B. Aditya Prakash},
title = {Large Pre-trained time series models for cross-domain Time series
analysis tasks},
journal = {CoRR},
volume = {abs/2311.11413},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.11413},
doi = {10.48550/ARXIV.2311.11413},
eprinttype = {arXiv},
eprint = {2311.11413},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-11413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HeaveyC0PV22,
author = {Jack Heavey and
Jiaming Cui and
Chen Chen and
B. Aditya Prakash and
Anil Vullikanti},
title = {Provable Sensor Sets for Epidemic Detection over Networks with Minimum
Delay},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {10202--10209},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21260},
doi = {10.1609/AAAI.V36I9.21260},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/HeaveyC0PV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KamarthiRP22,
author = {Harshavardhan Kamarthi and
Alexander Rodr{\'{\i}}guez and
B. Aditya Prakash},
title = {Back2Future: Leveraging Backfill Dynamics for Improving Real-time
Predictions in Future},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=L01Nn\_VJ9i},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KamarthiRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RodriguezKP22,
author = {Alexander Rodr{\'{\i}}guez and
Harshavardhan Kamarthi and
B. Aditya Prakash},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Epidemic Forecasting with a Data-Centric Lens},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4822--4823},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542620},
doi = {10.1145/3534678.3542620},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RodriguezKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AdhikariYPSKRCV22,
author = {Bijaya Adhikari and
Amulya Yadav and
Sen Pei and
Ajitesh Srivastava and
Sarah Kefayati and
Alexander Rodr{\'{\i}}guez and
Marie{-}Laure Charpignon and
Anil Vullikanti and
B. Aditya Prakash},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {epiDAMIK 5.0: The 5th International Workshop on Epidemiology meets
Data Mining and Knowledge Discovery},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4850--4851},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542917},
doi = {10.1145/3534678.3542917},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AdhikariYPSKRCV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KongCZFPZ22,
author = {Lingkai Kong and
Jiaming Cui and
Yuchen Zhuang and
Rui Feng and
B. Aditya Prakash and
Chao Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {End-to-end Stochastic Optimization with Energy-based Model},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/49cf35ff2298c10452db99d08036805b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KongCZFPZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KamarthiKR0P22,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {3174--3185},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512037},
doi = {10.1145/3485447.3512037},
timestamp = {Thu, 23 Jun 2022 19:54:34 +0200},
biburl = {https://dblp.org/rec/conf/www/KamarthiKR0P22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10446,
author = {Alexander Rodr{\'{\i}}guez and
Jiaming Cui and
Naren Ramakrishnan and
Bijaya Adhikari and
B. Aditya Prakash},
title = {EINNs: Epidemiologically-Informed Neural Networks},
journal = {CoRR},
volume = {abs/2202.10446},
year = {2022},
url = {https://arxiv.org/abs/2202.10446},
eprinttype = {arXiv},
eprint = {2202.10446},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07940,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
title = {{PROFHIT:} Probabilistic Robust Forecasting for Hierarchical Time-series},
journal = {CoRR},
volume = {abs/2206.07940},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07940},
doi = {10.48550/ARXIV.2206.07940},
eprinttype = {arXiv},
eprint = {2206.07940},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09370,
author = {Alexander Rodr{\'{\i}}guez and
Harshavardhan Kamarthi and
Pulak Agarwal and
Javen Ho and
Mira Patel and
Suchet Sapre and
B. Aditya Prakash},
title = {Data-Centric Epidemic Forecasting: {A} Survey},
journal = {CoRR},
volume = {abs/2207.09370},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09370},
doi = {10.48550/ARXIV.2207.09370},
eprinttype = {arXiv},
eprint = {2207.09370},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09714,
author = {Ayush Chopra and
Alexander Rodr{\'{\i}}guez and
Jayakumar Subramanian and
Balaji Krishnamurthy and
B. Aditya Prakash and
Ramesh Raskar},
title = {Differentiable Agent-based Epidemiology},
journal = {CoRR},
volume = {abs/2207.09714},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09714},
doi = {10.48550/ARXIV.2207.09714},
eprinttype = {arXiv},
eprint = {2207.09714},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13837,
author = {Lingkai Kong and
Jiaming Cui and
Yuchen Zhuang and
Rui Feng and
B. Aditya Prakash and
Chao Zhang},
title = {End-to-End Stochastic Optimization with Energy-Based Model},
journal = {CoRR},
volume = {abs/2211.13837},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13837},
doi = {10.48550/ARXIV.2211.13837},
eprinttype = {arXiv},
eprint = {2211.13837},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RodriguezMATRP21,
author = {Alexander Rodr{\'{\i}}guez and
Nikhil Muralidhar and
Bijaya Adhikari and
Anika Tabassum and
Naren Ramakrishnan and
B. Aditya Prakash},
title = {Steering a Historical Disease Forecasting Model Under a Pandemic:
Case of Flu and {COVID-19}},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {4855--4863},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i6.16618},
doi = {10.1609/AAAI.V35I6.16618},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RodriguezMATRP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RodriguezTCXHAA21,
author = {Alexander Rodr{\'{\i}}guez and
Anika Tabassum and
Jiaming Cui and
Jiajia Xie and
Javen Ho and
Pulak Agarwal and
Bijaya Adhikari and
B. Aditya Prakash},
title = {DeepCOVID: An Operational Deep Learning-driven Framework for Explainable
Real-time {COVID-19} Forecasting},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {15393--15400},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i17.17808},
doi = {10.1609/AAAI.V35I17.17808},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RodriguezTCXHAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TabassumCLSKKP21,
author = {Anika Tabassum and
Supriya Chinthavali and
Sangkeun Lee and
Nils M. Stenvig and
Bill Kay and
P. Teja Kuruganti and
B. Aditya Prakash},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Efficient Contingency Analysis in Power Systems via Network Trigger
Nodes},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {1964--1973},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671465},
doi = {10.1109/BIGDATA52589.2021.9671465},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/TabassumCLSKKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TabassumCTP21,
author = {Anika Tabassum and
Supriya Chinthavali and
Varisara Tansakul and
B. Aditya Prakash},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Actionable Insights in Urban Multivariate Time-series},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {1774--1783},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482410},
doi = {10.1145/3459637.3482410},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TabassumCTP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AdhikariSPKYYRR21,
author = {Bijaya Adhikari and
Ajitesh Srivastava and
Sen Pei and
Sarah Kefayati and
Rose Yu and
Amulya Yadav and
Alexander Rodr{\'{\i}}guez and
Arvind Ramanathan and
Anil Vullikanti and
B. Aditya Prakash},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The 4th International Workshop on Epidemiology meets Data Mining and
Knowledge Discovery (epiDAMIK 4.0 @ {KDD2021)}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4104--4105},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469475},
doi = {10.1145/3447548.3469475},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AdhikariSPKYYRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KamarthiKRZP21,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {When in Doubt: Neural Non-Parametric Uncertainty Quantification for
Epidemic Forecasting},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {19796--19807},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/a4a1108bbcc329a70efa93d7bf060914-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KamarthiKRZP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10247,
author = {Alexander Rodr{\'{\i}}guez and
Bijaya Adhikari and
Naren Ramakrishnan and
B. Aditya Prakash},
title = {Incorporating Expert Guidance in Epidemic Forecasting},
journal = {CoRR},
volume = {abs/2101.10247},
year = {2021},
url = {https://arxiv.org/abs/2101.10247},
eprinttype = {arXiv},
eprint = {2101.10247},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03904,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
title = {When in Doubt: Neural Non-Parametric Uncertainty Quantification for
Epidemic Forecasting},
journal = {CoRR},
volume = {abs/2106.03904},
year = {2021},
url = {https://arxiv.org/abs/2106.03904},
eprinttype = {arXiv},
eprint = {2106.03904},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04420,
author = {Harshavardhan Kamarthi and
Alexander Rodr{\'{\i}}guez and
B. Aditya Prakash},
title = {Back2Future: Leveraging Backfill Dynamics for Improving Real-time
Predictions in Future},
journal = {CoRR},
volume = {abs/2106.04420},
year = {2021},
url = {https://arxiv.org/abs/2106.04420},
eprinttype = {arXiv},
eprint = {2106.04420},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-07438,
author = {Harshavardhan Kamarthi and
Lingkai Kong and
Alexander Rodr{\'{\i}}guez and
Chao Zhang and
B. Aditya Prakash},
title = {CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting},
journal = {CoRR},
volume = {abs/2109.07438},
year = {2021},
url = {https://arxiv.org/abs/2109.07438},
eprinttype = {arXiv},
eprint = {2109.07438},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-07438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/MuralidharTCCRP20,
author = {Nikhil Muralidhar and
Anika Tabassum and
Liangzhe Chen and
Supriya Chinthavali and
Naren Ramakrishnan and
B. Aditya Prakash},
title = {Cut-n-Reveal: Time Series Segmentations with Explanations},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {11},
number = {5},
pages = {53:1--53:26},
year = {2020},
url = {https://doi.org/10.1145/3394118},
doi = {10.1145/3394118},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/MuralidharTCCRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SambaturuAPVV20,
author = {Prathyush Sambaturu and
Bijaya Adhikari and
B. Aditya Prakash and
Srinivasan Venkatramanan and
Anil Vullikanti},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Designing Effective and Practical Interventions to Contain Epidemics},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {1187--1195},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398899},
doi = {10.5555/3398761.3398899},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/SambaturuAPVV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/RodriguezAGNVP20,
author = {Alexander Rodr{\'{\i}}guez and
Bijaya Adhikari and
Andr{\'{e}}s D. Gonz{\'{a}}lez and
Charles D. Nicholson and
Anil Vullikanti and
B. Aditya Prakash},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {Mapping Network States using Connectivity Queries},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {778--787},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378355},
doi = {10.1109/BIGDATA50022.2020.9378355},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/RodriguezAGNVP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2020,
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486},
doi = {10.1145/3394486},
isbn = {978-1-4503-7998-4},
timestamp = {Mon, 24 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11407,
author = {Alexander Rodr{\'{\i}}guez and
Nikhil Muralidhar and
Bijaya Adhikari and
Anika Tabassum and
Naren Ramakrishnan and
B. Aditya Prakash},
title = {Steering a Historical Disease Forecasting Model Under a Pandemic:
Case of Flu and {COVID-19}},
journal = {CoRR},
volume = {abs/2009.11407},
year = {2020},
url = {https://arxiv.org/abs/2009.11407},
eprinttype = {arXiv},
eprint = {2009.11407},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03413,
author = {Alexander Rodr{\'{\i}}guez and
Bijaya Adhikari and
Andr{\'{e}}s D. Gonz{\'{a}}lez and
Charles D. Nicholson and
Anil Vullikanti and
B. Aditya Prakash},
title = {Mapping Network States Using Connectivity Queries},
journal = {CoRR},
volume = {abs/2012.03413},
year = {2020},
url = {https://arxiv.org/abs/2012.03413},
eprinttype = {arXiv},
eprint = {2012.03413},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11821,
author = {Sorour E. Amiri and
Bijaya Adhikari and
John E. Wenskovitch and
Alexander Rodr{\'{\i}}guez and
Michelle Dowling and
Chris North and
B. Aditya Prakash},
title = {NetReAct: Interactive Learning for Network Summarization},
journal = {CoRR},
volume = {abs/2012.11821},
year = {2020},
url = {https://arxiv.org/abs/2012.11821},
eprinttype = {arXiv},
eprint = {2012.11821},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhangRVPP19,
author = {Yao Zhang and
Arvind Ramanathan and
Anil Vullikanti and
Laura Pullum and
B. Aditya Prakash},
title = {Data-driven efficient network and surveillance-based immunization},
journal = {Knowl. Inf. Syst.},
volume = {61},
number = {3},
pages = {1667--1693},
year = {2019},
url = {https://doi.org/10.1007/s10115-018-01326-x},
doi = {10.1007/S10115-018-01326-X},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhangRVPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/AdhikariLVJP19,
author = {Bijaya Adhikari and
Bryan L. Lewis and
Anil Vullikanti and
Jos{\'{e}} M. Jim{\'{e}}nez and
B. Aditya Prakash},
title = {Fast and near-optimal monitoring for healthcare acquired infection
outbreaks},
journal = {PLoS Comput. Biol.},
volume = {15},
number = {9},
year = {2019},
url = {https://doi.org/10.1371/journal.pcbi.1007284},
doi = {10.1371/JOURNAL.PCBI.1007284},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/AdhikariLVJP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/AmiriTEP19,
author = {Sorour E. Amiri and
Anika Tabassum and
E. Thomas Ewing and
B. Aditya Prakash},
title = {Tracking and analyzing dynamics of news-cycles during global pandemics:
a historical perspective},
journal = {{SIGKDD} Explor.},
volume = {21},
number = {2},
pages = {91--100},
year = {2019},
url = {https://doi.org/10.1145/3373464.3373476},
doi = {10.1145/3373464.3373476},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/AmiriTEP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AdhikariXRP19,
author = {Bijaya Adhikari and
Xinfeng Xu and
Naren Ramakrishnan and
B. Aditya Prakash},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {EpiDeep: Exploiting Embeddings for Epidemic Forecasting},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {577--586},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330917},
doi = {10.1145/3292500.3330917},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AdhikariXRP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenP19,
author = {Liangzhe Chen and
B. Aditya Prakash},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Joint Post and Link-level Influence Modeling on Social Media},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {262--270},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.30},
doi = {10.1137/1.9781611975673.30},
timestamp = {Fri, 04 Oct 2019 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AmiriCP18,
author = {Sorour E. Amiri and
Liangzhe Chen and
B. Aditya Prakash},
title = {Efficiently summarizing attributed diffusion networks},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {5},
pages = {1251--1274},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0572-z},
doi = {10.1007/S10618-018-0572-Z},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/AmiriCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AmiriCP18,
author = {Sorour E. Amiri and
Liangzhe Chen and
B. Aditya Prakash},
title = {Automatic Segmentation of Dynamic Network Sequences with Node Labels},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {3},
pages = {407--420},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2771776},
doi = {10.1109/TKDE.2017.2771776},
timestamp = {Mon, 19 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/AmiriCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AdhikariZABP18,
author = {Bijaya Adhikari and
Yao Zhang and
Sorour E. Amiri and
Aditya Bharadwaj and
B. Aditya Prakash},
title = {Propagation-Based Temporal Network Summarization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {4},
pages = {729--742},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2776282},
doi = {10.1109/TKDE.2017.2776282},
timestamp = {Wed, 12 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AdhikariZABP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenAP18,
author = {Liangzhe Chen and
Sorour E. Amiri and
B. Aditya Prakash},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Automatic Segmentation of Data Sequences},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {2844--2851},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11815},
doi = {10.1609/AAAI.V32I1.11815},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenAP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AmiriABP18,
author = {Sorour E. Amiri and
Bijaya Adhikari and
Aditya Bharadwaj and
B. Aditya Prakash},
title = {NetGist: Learning to Generate Task-Based Network Summaries},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {857--862},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00101},
doi = {10.1109/ICDM.2018.00101},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icdm/AmiriABP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/IslamMAPR18,
author = {Mohammad Raihanul Islam and
Sathappan Muthiah and
Bijaya Adhikari and
B. Aditya Prakash and
Naren Ramakrishnan},
title = {DeepDiffuse: Predicting the 'Who' and 'When' in Cascades},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1055--1060},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00134},
doi = {10.1109/ICDM.2018.00134},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/IslamMAPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/IslamPR18,
author = {Mohammad Raihanul Islam and
B. Aditya Prakash and
Naren Ramakrishnan},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {SIGNet: Scalable Embeddings for Signed Networks},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10938},
pages = {157--169},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93037-4\_13},
doi = {10.1007/978-3-319-93037-4\_13},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/IslamPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/AdhikariZRP18,
author = {Bijaya Adhikari and
Yao Zhang and
Naren Ramakrishnan and
B. Aditya Prakash},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Sub2Vec: Feature Learning for Subgraphs},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10938},
pages = {170--182},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93037-4\_14},
doi = {10.1007/978-3-319-93037-4\_14},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/AdhikariZRP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AdhikariRPV18,
author = {Bijaya Adhikari and
Pavan Rangudu and
B. Aditya Prakash and
Anil Vullikanti},
editor = {Martin Ester and
Dino Pedreschi},
title = {Near-Optimal Mapping of Network States using Probes},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {108--116},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.12},
doi = {10.1137/1.9781611975321.12},
timestamp = {Sun, 13 May 2018 11:47:13 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AdhikariRPV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AdhikariSZSP18,
author = {Bijaya Adhikari and
Parikshit Sondhi and
Wenke Zhang and
Mohit Sharma and
B. Aditya Prakash},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Mining E-Commerce Query Relations using Customer Interaction Networks},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1805--1814},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186174},
doi = {10.1145/3178876.3186174},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/AdhikariSZSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/OvelgonneDPSW17,
author = {Michael Ovelg{\"{o}}nne and
Tudor Dumitras and
B. Aditya Prakash and
V. S. Subrahmanian and
Benjamin Wang},
title = {Understanding the Relationship between Human Behavior and Susceptibility
to Cyber Attacks: {A} Data-Driven Approach},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {8},
number = {4},
pages = {51:1--51:25},
year = {2017},
url = {https://doi.org/10.1145/2890509},
doi = {10.1145/2890509},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/OvelgonneDPSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tweb/MatsubaraSPLF17,
author = {Yasuko Matsubara and
Yasushi Sakurai and
B. Aditya Prakash and
Lei Li and
Christos Faloutsos},
title = {Nonlinear Dynamics of Information Diffusion in Social Networks},
journal = {{ACM} Trans. Web},
volume = {11},
number = {2},
pages = {11:1--11:40},
year = {2017},
url = {https://doi.org/10.1145/3057741},
doi = {10.1145/3057741},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tweb/MatsubaraSPLF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AmiriCP17,
author = {Sorour E. Amiri and
Liangzhe Chen and
B. Aditya Prakash},
editor = {Satinder Singh and
Shaul Markovitch},
title = {SnapNETS: Automatic Segmentation of Network Sequences with Node Labels},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {3--9},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10508},
doi = {10.1609/AAAI.V31I1.10508},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AmiriCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChenXLDTCP17,
author = {Liangzhe Chen and
Xinfeng Xu and
Sangkeun Lee and
Sisi Duan and
Alfonso G. Tarditi and
Supriya Chinthavali and
B. Aditya Prakash},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {HotSpots: Failure Cascades on Heterogeneous Critical Infrastructure
Networks},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {1599--1607},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132867},
doi = {10.1145/3132847.3132867},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChenXLDTCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AdhikariZRP17,
author = {Bijaya Adhikari and
Yao Zhang and
Naren Ramakrishnan and
B. Aditya Prakash},
editor = {Raju Gottumukkala and
Xia Ning and
Guozhu Dong and
Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Distributed Representations of Subgraphs},
booktitle = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},
pages = {111--117},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDMW.2017.20},
doi = {10.1109/ICDMW.2017.20},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AdhikariZRP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangRVPP17,
author = {Yao Zhang and
Arvind Ramanathan and
Anil Vullikanti and
Laura L. Pullum and
B. Aditya Prakash},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Data-Driven Immunization},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {615--624},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.71},
doi = {10.1109/ICDM.2017.71},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangRVPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangAJP17,
author = {Yao Zhang and
Bijaya Adhikari and
Steve T. K. Jan and
B. Aditya Prakash},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {MeiKe: Influence-based Communities in Networks},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {318--326},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.36},
doi = {10.1137/1.9781611974973.36},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangAJP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AdhikariZBP17,
author = {Bijaya Adhikari and
Yao Zhang and
Aditya Bharadwaj and
B. Aditya Prakash},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Condensing Temporal Networks using Propagation},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {417--425},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.47},
doi = {10.1137/1.9781611974973.47},
timestamp = {Wed, 12 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AdhikariZBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SubbianPA17,
author = {Karthik Subbian and
B. Aditya Prakash and
Lada A. Adamic},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Detecting Large Reshare Cascades in Social Networks},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {597--605},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052718},
doi = {10.1145/3038912.3052718},
timestamp = {Tue, 06 Nov 2018 16:57:07 +0100},
biburl = {https://dblp.org/rec/conf/www/SubbianPA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AdhikariZRP17,
author = {Bijaya Adhikari and
Yao Zhang and
Naren Ramakrishnan and
B. Aditya Prakash},
title = {Distributed Representation of Subgraphs},
journal = {CoRR},
volume = {abs/1702.06921},
year = {2017},
url = {http://arxiv.org/abs/1702.06921},
eprinttype = {arXiv},
eprint = {1702.06921},
timestamp = {Wed, 12 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AdhikariZRP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ChenHBRP16,
author = {Liangzhe Chen and
K. S. M. Tozammel Hossain and
Patrick Butler and
Naren Ramakrishnan and
B. Aditya Prakash},
title = {Syndromic surveillance of Flu on Twitter using weakly supervised temporal
topic models},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {3},
pages = {681--710},
year = {2016},
url = {https://doi.org/10.1007/s10618-015-0434-x},
doi = {10.1007/S10618-015-0434-X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ChenHBRP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Prakash16,
author = {B. Aditya Prakash},
title = {Prediction Using Propagation: From Flu Trends to Cybersecurity},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {1},
pages = {84--88},
year = {2016},
url = {https://doi.org/10.1109/MIS.2016.1},
doi = {10.1109/MIS.2016.1},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/Prakash16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/HolderCGRKCKWKE16,
author = {Lawrence B. Holder and
Rajmonda Sulo Caceres and
David F. Gleich and
E. Jason Riedy and
Maleq Khan and
Nitesh V. Chawla and
Ravi Kumar and
Yinghui Wu and
Christine Klymko and
Tina Eliassi{-}Rad and
B. Aditya Prakash},
title = {Current and Future Challenges in Mining Large Networks: Report on
the Second {SDM} Workshop on Mining Networks and Graphs},
journal = {{SIGKDD} Explor.},
volume = {18},
number = {1},
pages = {39--45},
year = {2016},
url = {https://doi.org/10.1145/2980765.2980770},
doi = {10.1145/2980765.2980770},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/HolderCGRKCKWKE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenTPEFF16,
author = {Chen Chen and
Hanghang Tong and
B. Aditya Prakash and
Tina Eliassi{-}Rad and
Michalis Faloutsos and
Christos Faloutsos},
title = {Eigen-Optimization on Large Graphs by Edge Manipulation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {4},
pages = {49:1--49:30},
year = {2016},
url = {https://doi.org/10.1145/2903148},
doi = {10.1145/2903148},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChenTPEFF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenTPTEFC16,
author = {Chen Chen and
Hanghang Tong and
B. Aditya Prakash and
Charalampos E. Tsourakakis and
Tina Eliassi{-}Rad and
Christos Faloutsos and
Duen Horng Chau},
title = {Node Immunization on Large Graphs: Theory and Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {1},
pages = {113--126},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2015.2465378},
doi = {10.1109/TKDE.2015.2465378},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenTPTEFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangASVP16,
author = {Yao Zhang and
Abhijin Adiga and
Sudip Saha and
Anil Vullikanti and
B. Aditya Prakash},
title = {Near-Optimal Algorithms for Controlling Propagation at Group Scale
on Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {12},
pages = {3339--3352},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2605088},
doi = {10.1109/TKDE.2016.2605088},
timestamp = {Wed, 12 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangASVP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LeeCDCSP16,
author = {Sangkeun Lee and
Liangzhe Chen and
Sisi Duan and
Supriya Chinthavali and
Mallikarjun Shankar and
B. Aditya Prakash},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {{URBAN-NET:} {A} network-based infrastructure monitoring and analysis
system for emergency management and public safety},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {2600--2609},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840902},
doi = {10.1109/BIGDATA.2016.7840902},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LeeCDCSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AmiriCP16,
author = {Sorour E. Amiri and
Liangzhe Chen and
B. Aditya Prakash},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Segmenting Sequences of Node-Labeled Graphs},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {61--68},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0017},
doi = {10.1109/ICDMW.2016.0017},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AmiriCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RozenshteinGPV16,
author = {Polina Rozenshtein and
Aristides Gionis and
B. Aditya Prakash and
Jilles Vreeken},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Reconstructing an Epidemic Over Time},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1835--1844},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939865},
doi = {10.1145/2939672.2939865},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RozenshteinGPV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PrakashR16,
author = {B. Aditya Prakash and
Naren Ramakrishnan},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Leveraging Propagation for Data Mining: Models, Algorithms and Applications},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {2133--2134},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2945390},
doi = {10.1145/2939672.2945390},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PrakashR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RahmanJKPM16,
author = {Ahsanur Rahman and
Steve T. K. Jan and
Hyunju Kim and
B. Aditya Prakash and
T. M. Murali},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Unstable Communities in Network Ensembles},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {504--512},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.57},
doi = {10.1137/1.9781611974348.57},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/RahmanJKPM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KangPPSS16,
author = {Chanhyun Kang and
Noseong Park and
B. Aditya Prakash and
Edoardo Serra and
V. S. Subrahmanian},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Ensemble Models for Data-driven Prediction of Malware Infections},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {583--592},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835834},
doi = {10.1145/2835776.2835834},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/KangPPSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShaoHWKVPMR16,
author = {Huijuan Shao and
K. S. M. Tozammel Hossain and
Hao Wu and
Maleq Khan and
Anil Vullikanti and
B. Aditya Prakash and
Madhav V. Marathe and
Naren Ramakrishnan},
title = {Forecasting the Flu: Designing Social Network Sensors for Epidemics},
journal = {CoRR},
volume = {abs/1602.06866},
year = {2016},
url = {http://arxiv.org/abs/1602.06866},
eprinttype = {arXiv},
eprint = {1602.06866},
timestamp = {Mon, 31 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShaoHWKVPMR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/SubrahmanianODP15,
author = {V. S. Subrahmanian and
Michael Ovelg{\"{o}}nne and
Tudor Dumitras and
B. Aditya Prakash},
title = {The Global Cyber-Vulnerability Report},
series = {Terrorism, Security, and Computation},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25760-0},
doi = {10.1007/978-3-319-25760-0},
isbn = {978-3-319-25758-7},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/SubrahmanianODP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangP15,
author = {Yao Zhang and
B. Aditya Prakash},
title = {Data-Aware Vaccine Allocation Over Large Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {2},
pages = {20:1--20:32},
year = {2015},
url = {https://doi.org/10.1145/2803176},
doi = {10.1145/2803176},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RahmanJKPM15,
author = {Ahsanur Rahman and
Steve T. K. Jan and
Hyunju Kim and
B. Aditya Prakash and
T. M. Murali},
title = {Mining Unstable Communities from Network Ensembles},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {508--515},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.87},
doi = {10.1109/ICDMW.2015.87},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RahmanJKPM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangAVP15,
author = {Yao Zhang and
Abhijin Adiga and
Anil Vullikanti and
B. Aditya Prakash},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Controlling Propagation at Group Scale on Networks},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {619--628},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.59},
doi = {10.1109/ICDM.2015.59},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangAVP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SundareisanVP15,
author = {Shashidhar Sundareisan and
Jilles Vreeken and
B. Aditya Prakash},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Hidden Hazards: Finding Missing Nodes in Large Graph Epidemics},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {415--423},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.47},
doi = {10.1137/1.9781611974010.47},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SundareisanVP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SahaAPV15,
author = {Sudip Saha and
Abhijin Adiga and
B. Aditya Prakash and
Anil Kumar S. Vullikanti},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Approximation Algorithms for Reducing the Spectral Radius to Control
Epidemic Spread},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {568--576},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.64},
doi = {10.1137/1.9781611974010.64},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SahaAPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ais/Prakash15,
author = {B. Aditya Prakash},
editor = {Sushil Jajodia and
Paulo Shakarian and
V. S. Subrahmanian and
Vipin Swarup and
Cliff Wang},
title = {Graph Mining for Cyber Security},
booktitle = {Cyber Warfare - Building the Scientific Foundation},
series = {Advances in Information Security},
volume = {56},
pages = {287--306},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-14039-1\_14},
doi = {10.1007/978-3-319-14039-1\_14},
timestamp = {Tue, 16 May 2017 14:24:25 +0200},
biburl = {https://dblp.org/rec/series/ais/Prakash15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SahaAPV15,
author = {Sudip Saha and
Abhijin Adiga and
B. Aditya Prakash and
Anil Kumar S. Vullikanti},
title = {Approximation Algorithms for Reducing the Spectral Radius to Control
Epidemic Spread},
journal = {CoRR},
volume = {abs/1501.06614},
year = {2015},
url = {http://arxiv.org/abs/1501.06614},
eprinttype = {arXiv},
eprint = {1501.06614},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SahaAPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PrakashVF14,
author = {B. Aditya Prakash and
Jilles Vreeken and
Christos Faloutsos},
title = {Efficiently spotting the starting points of an epidemic in a large
graph},
journal = {Knowl. Inf. Syst.},
volume = {38},
number = {1},
pages = {35--59},
year = {2014},
url = {https://doi.org/10.1007/s10115-013-0671-5},
doi = {10.1007/S10115-013-0671-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PrakashVF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/PapalexakisDCPF14,
author = {Evangelos E. Papalexakis and
Tudor Dumitras and
Duen Horng Chau and
B. Aditya Prakash and
Christos Faloutsos},
title = {SharkFin: Spatio-temporal mining of software adoption and penetration},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {240},
year = {2014},
url = {https://doi.org/10.1007/s13278-014-0240-2},
doi = {10.1007/S13278-014-0240-2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/PapalexakisDCPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/SundereisanBKRP14,
author = {Shashidhar Sundereisan and
Abhay Bhadriraju and
M. Saquib Khan and
Naren Ramakrishnan and
B. Aditya Prakash},
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {SansText: Classifying temporal topic dynamics of Twitter cascades
without tweet text},
booktitle = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
pages = {649--656},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ASONAM.2014.6921654},
doi = {10.1109/ASONAM.2014.6921654},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/SundereisanBKRP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangP14,
author = {Yao Zhang and
B. Aditya Prakash},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Scalable Vaccine Distribution in Large Graphs given Uncertain Data},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {1719--1728},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2662088},
doi = {10.1145/2661829.2662088},
timestamp = {Wed, 12 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenHBRP14,
author = {Liangzhe Chen and
K. S. M. Tozammel Hossain and
Patrick Butler and
Naren Ramakrishnan and
B. Aditya Prakash},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Flu Gone Viral: Syndromic Surveillance of Flu on Twitter Using Temporal
Topic Models},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {755--760},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.137},
doi = {10.1109/ICDM.2014.137},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenHBRP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PurohitPKZS14,
author = {Manish Purohit and
B. Aditya Prakash and
Chanhyun Kang and
Yao Zhang and
V. S. Subrahmanian},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Fast influence-based coarsening for large networks},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1296--1305},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623701},
doi = {10.1145/2623330.2623701},
timestamp = {Wed, 12 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PurohitPKZS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JinKSDGCPR14,
author = {Fang Jin and
Rupinder Paul Khandpur and
Nathan Self and
Edward R. Dougherty and
Sheng Guo and
Feng Chen and
B. Aditya Prakash and
Naren Ramakrishnan},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Modeling mass protest adoption in social network communities using
geometric brownian motion},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1660--1669},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623376},
doi = {10.1145/2623330.2623376},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/JinKSDGCPR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangP14,
author = {Yao Zhang and
B. Aditya Prakash},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {{DAVA:} Distributing Vaccines over Networks under Prior Information},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {46--54},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.6},
doi = {10.1137/1.9781611973440.6},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/WeiVPNFF13,
author = {Xuetao Wei and
Nicholas Valler and
B. Aditya Prakash and
Iulian Neamtiu and
Michalis Faloutsos and
Christos Faloutsos},
title = {Competing Memes Propagation on Networks: {A} Network Science Perspective},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {31},
number = {6},
pages = {1049--1060},
year = {2013},
url = {https://doi.org/10.1109/JSAC.2013.130607},
doi = {10.1109/JSAC.2013.130607},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsac/WeiVPNFF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/PapalexakisDCPF13,
author = {Evangelos E. Papalexakis and
Tudor Dumitras and
Duen Horng (Polo) Chau and
B. Aditya Prakash and
Christos Faloutsos},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Spatio-temporal mining of software adoption {\&} penetration},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {878--885},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2500244},
doi = {10.1145/2492517.2500244},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/PapalexakisDCPF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsw/WeiVFNPF13,
author = {Xuetao Wei and
Nicholas Valler and
Michalis Faloutsos and
Iulian Neamtiu and
B. Aditya Prakash and
Christos Faloutsos},
title = {Smartphone viruses propagation on heterogeneous composite networks},
booktitle = {Proceedings of the 2nd {IEEE} Network Science Workshop, {NSW} 2013,
April 29 - May 1, 2013, Thayer Hotel, West Point, NY, {USA}},
pages = {106--109},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/NSW.2013.6609203},
doi = {10.1109/NSW.2013.6609203},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nsw/WeiVFNPF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/KoutraKPF13,
author = {Danai Koutra and
Vasileios Koutras and
B. Aditya Prakash and
Christos Faloutsos},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Patterns amongst Competing Task Frequencies: Super-Linearities, and
the Almond-DG Model},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {201--212},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_17},
doi = {10.1007/978-3-642-37453-1\_17},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/KoutraKPF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AdamicFIPT13,
author = {Lada A. Adamic and
Christos Faloutsos and
Theodore J. Iwashyna and
B. Aditya Prakash and
Hanghang Tong},
title = {Fractional Immunization in Networks},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {659--667},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.73},
doi = {10.1137/1.9781611972832.73},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AdamicFIPT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ccr/WeiVPNFF12,
author = {Xuetao Wei and
Nicholas Valler and
B. Aditya Prakash and
Iulian Neamtiu and
Michalis Faloutsos and
Christos Faloutsos},
title = {Competing memes propagation on networks: a case study of composite
networks},
journal = {Comput. Commun. Rev.},
volume = {42},
number = {5},
pages = {5--12},
year = {2012},
url = {https://doi.org/10.1145/2378956.2378958},
doi = {10.1145/2378956.2378958},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ccr/WeiVPNFF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/crossroads/Prakash12,
author = {B. Aditya Prakash},
title = {Propagation and immunization in large networks},
journal = {{XRDS}},
volume = {19},
number = {1},
pages = {56--59},
year = {2012},
url = {https://doi.org/10.1145/2331042.2331059},
doi = {10.1145/2331042.2331059},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/crossroads/Prakash12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PrakashCVFF12,
author = {B. Aditya Prakash and
Deepayan Chakrabarti and
Nicholas Valler and
Michalis Faloutsos and
Christos Faloutsos},
title = {Threshold conditions for arbitrary cascade models on arbitrary networks},
journal = {Knowl. Inf. Syst.},
volume = {33},
number = {3},
pages = {549--575},
year = {2012},
url = {https://doi.org/10.1007/s10115-012-0520-y},
doi = {10.1007/S10115-012-0520-Y},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PrakashCVFF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/PrakashF12,
author = {B. Aditya Prakash and
Christos Faloutsos},
title = {Understanding and Managing Cascades on Large Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {12},
pages = {2024--2025},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p2024\_badityaprakash\_vldb2012.pdf},
doi = {10.14778/2367502.2367567},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/PrakashF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TongPEFF12,
author = {Hanghang Tong and
B. Aditya Prakash and
Tina Eliassi{-}Rad and
Michalis Faloutsos and
Christos Faloutsos},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Gelling, and melting, large graphs by edge manipulation},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {245--254},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396795},
doi = {10.1145/2396761.2396795},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TongPEFF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PrakashVF12,
author = {B. Aditya Prakash and
Jilles Vreeken and
Christos Faloutsos},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Spotting Culprits in Epidemics: How Many and Which Ones?},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {11--20},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.136},
doi = {10.1109/ICDM.2012.136},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PrakashVF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MatsubaraSPLF12,
author = {Yasuko Matsubara and
Yasushi Sakurai and
B. Aditya Prakash and
Lei Li and
Christos Faloutsos},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Rise and fall patterns of information diffusion: model and implications},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {6--14},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339537},
doi = {10.1145/2339530.2339537},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MatsubaraSPLF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BeutelPRF12,
author = {Alex Beutel and
B. Aditya Prakash and
Roni Rosenfeld and
Christos Faloutsos},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Interacting viruses in networks: can both survive?},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {426--434},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339601},
doi = {10.1145/2339530.2339601},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BeutelPRF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PrakashBRF12,
author = {B. Aditya Prakash and
Alex Beutel and
Roni Rosenfeld and
Christos Faloutsos},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Winner takes all: competing viruses or ideas on fair-play networks},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {1037--1046},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187975},
doi = {10.1145/2187836.2187975},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PrakashBRF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PrakashCFVF11,
author = {B. Aditya Prakash and
Deepayan Chakrabarti and
Michalis Faloutsos and
Nicholas Valler and
Christos Faloutsos},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Threshold Conditions for Arbitrary Cascade Models on Arbitrary Networks},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {537--546},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.145},
doi = {10.1109/ICDM.2011.145},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PrakashCFVF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiP11,
author = {Lei Li and
B. Aditya Prakash},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Time Series Clustering: Complex is Simpler!},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {185--192},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/159\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/networking/VallerPTFF11,
author = {Nicholas Valler and
B. Aditya Prakash and
Hanghang Tong and
Michalis Faloutsos and
Christos Faloutsos},
editor = {Jordi Domingo{-}Pascual and
Pietro Manzoni and
Sergio Palazzo and
Ana Pont and
Caterina M. Scoglio},
title = {Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping
Point},
booktitle = {{NETWORKING} 2011 - 10th International {IFIP} {TC} 6 Networking Conference,
Valencia, Spain, May 9-13, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6640},
pages = {266--280},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20757-0\_21},
doi = {10.1007/978-3-642-20757-0\_21},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/networking/VallerPTFF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiPF10,
author = {Lei Li and
B. Aditya Prakash and
Christos Faloutsos},
title = {Parsimonious Linear Fingerprinting for Time Series},
journal = {Proc. {VLDB} Endow.},
volume = {3},
number = {1},
pages = {385--396},
year = {2010},
url = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/R34.pdf},
doi = {10.14778/1920841.1920893},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiPF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TongPTEFC10,
author = {Hanghang Tong and
B. Aditya Prakash and
Charalampos E. Tsourakakis and
Tina Eliassi{-}Rad and
Christos Faloutsos and
Duen Horng Chau},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {On the Vulnerability of Large Graphs},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {1091--1096},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.54},
doi = {10.1109/ICDM.2010.54},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TongPTEFC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HendersonEFALMPT10,
author = {Keith Henderson and
Tina Eliassi{-}Rad and
Christos Faloutsos and
Leman Akoglu and
Lei Li and
Koji Maruhashi and
B. Aditya Prakash and
Hanghang Tong},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Metric forensics: a multi-level approach for mining volatile graphs},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {163--172},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835828},
doi = {10.1145/1835804.1835828},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HendersonEFALMPT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PrakashSSMF10,
author = {B. Aditya Prakash and
Ashwin Sridharan and
Mukund Seshadri and
Sridhar Machiraju and
Christos Faloutsos},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {EigenSpokes: Surprising Patterns and Scalable Community Chipping in
Large Graphs},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {435--448},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_42},
doi = {10.1007/978-3-642-13672-6\_42},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/PrakashSSMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PrakashTVFF10,
author = {B. Aditya Prakash and
Hanghang Tong and
Nicholas Valler and
Michalis Faloutsos and
Christos Faloutsos},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Virus Propagation on Time-Varying Networks: Theory and Immunization
Algorithms},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6323},
pages = {99--114},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8\_7},
doi = {10.1007/978-3-642-15939-8\_7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PrakashTVFF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AgrawalHP09,
author = {Shipra Agrawal and
Jayant R. Haritsa and
B. Aditya Prakash},
title = {{FRAPP:} a framework for high-accuracy privacy-preserving mining},
journal = {Data Min. Knowl. Discov.},
volume = {18},
number = {1},
pages = {101--139},
year = {2009},
url = {https://doi.org/10.1007/s10618-008-0119-9},
doi = {10.1007/S10618-008-0119-9},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/AgrawalHP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PrakashSSMF09,
author = {B. Aditya Prakash and
Mukund Seshadri and
Ashwin Sridharan and
Sridhar Machiraju and
Christos Faloutsos},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {EigenSpokes: Surprising Patterns and Scalable Community Chipping in
Large Graphs},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {290--295},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.103},
doi = {10.1109/ICDMW.2009.103},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PrakashSSMF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PrakashVAFF09,
author = {B. Aditya Prakash and
Nicholas Valler and
David G. Andersen and
Michalis Faloutsos and
Christos Faloutsos},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {BGP-lens: patterns and anomalies in internet routing updates},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {1315--1324},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557160},
doi = {10.1145/1557019.1557160},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PrakashVAFF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GokhaleGKLNP07,
author = {Chaitanya Gokhale and
Nitin Gupta and
Pranav Kumar and
Laks V. S. Lakshmanan and
Raymond T. Ng and
B. Aditya Prakash},
editor = {Rada Chirkova and
Asuman Dogac and
M. Tamer {\"{O}}zsu and
Timos K. Sellis},
title = {Complex Group-By Queries for {XML}},
booktitle = {Proceedings of the 23rd International Conference on Data Engineering,
{ICDE} 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007},
pages = {646--655},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDE.2007.367910},
doi = {10.1109/ICDE.2007.367910},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/GokhaleGKLNP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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