@article{rodriguez2020deepcovid,
title={DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting},
author={Rodriguez, Alexander and Tabassum, Anika and Cui, Jiaming and Xie, Jiajia and Ho, Javen and Agarwal, Pulak and Adhikari, Bijaya and Prakash, B Aditya},
journal={medRxiv},
year={2020},
publisher={Cold Spring Harbor Laboratory Press}
}
@article{rodriguez2020steering,
title={Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19},
author={Rodriguez, Alexander and Muralidhar, Nikhil and Adhikari, Bijaya and Tabassum, Anika and Ramakrishnan, Naren and Prakash, B Aditya},
journal={arXiv preprint arXiv:2009.11407},
year={2020}
}
@article{amiri2020netreact,
title={NetReAct: Interactive Learning for Network Summarization},
author={Amiri, Sorour E and Adhikari, Bijaya and Wenskovitch, John and Rodriguez, Alexander and Dowling, Michelle and North, Chris and Prakash, B Aditya},
journal={arXiv preprint arXiv:2012.11821},
year={2020}
}
@article{rodriguez2020mapping,
title={Mapping network states using connectivity queries},
author={Rodr{\'\i}guez, Alexander and Adhikari, Bijaya and Gonz{\'a}lez, Andr{\'e}s D and Nicholson, Charles and Vullikanti, Anil and Prakash, B Aditya},
journal={arXiv preprint arXiv:2012.03413},
year={2020}
}
@article{muralidhar2020cut,
title={Cut-n-Reveal: Time Series Segmentations with Explanations},
author={Muralidhar, Nikhil and Tabassum, Anika and Chen, Liangzhe and Chinthavali, Supriya and Ramakrishnan, Naren and Prakash, B Aditya},
journal={ACM Transactions on Intelligent Systems and Technology (TIST)},
volume={11},
number={5},
pages={1--26},
year={2020},
publisher={ACM New York, NY, USA}
}
@article{rodriguez2020incorporating,
title={Incorporating Expert Guidance in Epidemic Forecasting},
author={Rodr{\'\i}guez, Alexander and Adhikari, Bijaya and Ramakrishnan, Naren and Prakash, B Aditya},
journal={arXiv preprint arXiv:2101.10247},
year={2020}
}
@inproceedings{sambaturu2020designing,
title={Designing effective and practical interventions to contain epidemics},
author={Sambaturu, Prathyush and Adhikari, Bijaya and Prakash, B Aditya and Venkatramanan, Srinivasan and Vullikanti, Anil},
booktitle={Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems},
pages={1187--1195},
year={2020}
}
@article{amiri2019tracking,
title={Tracking and analyzing dynamics of news-cycles during global pandemics: a historical perspective},
author={Amiri, Sorour E and Tabassum, Anika and Ewing, E Thomas and Prakash, B Aditya},
journal={ACM SIGKDD Explorations Newsletter},
volume={21},
number={2},
pages={91--100},
year={2019},
publisher={ACM New York, NY, USA}
}
@article{adhikari2019fast,
title={Fast and near-optimal monitoring for healthcare acquired infection outbreaks},
author={Adhikari, Bijaya and Lewis, Bryan and Vullikanti, Anil and Jim{\'e}nez, Jos{\'e} Mauricio and Prakash, B Aditya},
journal={PLoS computational biology},
volume={15},
number={9},
pages={e1007284},
year={2019},
publisher={Public Library of Science}
}
@inproceedings{adhikari2019epideep,
title={Epideep: Exploiting embeddings for epidemic forecasting},
author={Adhikari, Bijaya and Xu, Xinfeng and Ramakrishnan, Naren and Prakash, B Aditya},
booktitle={Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining},
pages={577--586},
year={2019}
}
@article{tabassum2019urban,
title={Urban-Net: A System to Understand and Analyze Critical Infrastructure Networks for Emergency Management},
author={Tabassum, Anika and Chinthavali, Supriya and Lee, Sangkeun and Chen, Liangzhe and Prakash, B Aditya},
year={2019}
}
@inproceedings{chen2019joint,
title={Joint Post and Link-level Influence Modeling on Social Media},
author={Chen, Liangzhe and Prakash, B Aditya},
booktitle={Proceedings of the 2019 SIAM International Conference on Data Mining},
pages={262--270},
year={2019},
organization={SIAM}
}
@inproceedings{gu2018latent,
title={Latent Allocation Spatiotemporal Models For Indoor Human Mobility},
author={Gu, Yiming and Mostafa, Hala and Prakash, B Aditya},
booktitle={Proceedings of the 2018 SIGKDD Urban Computing Workshop},
year={2018}
}
@article{shao2016forecasting,
title={Forecasting the flu: designing social network sensors for epidemics},
author={Shao, Huijuan and Hossain, KSM and Wu, Hao and Khan, Maleq and Vullikanti, Anil and Prakash, B Aditya and Marathe, Madhav and Ramakrishnan, Naren},
journal={arXiv preprint arXiv:1602.06866},
year={2016}
}
@article{zhang2019data,
title={Data-driven efficient network and surveillance-based immunization},
author={Zhang, Yao and Ramanathan, Arvind and Vullikanti, Anil and Pullum, Laura and Prakash, B Aditya},
journal={Knowledge and Information Systems},
volume={61},
number={3},
pages={1667--1693},
year={2019},
publisher={Springer}
}
@inproceedings{amiri2018netgist,
title={Netgist: Learning to generate task-based network summaries},
author={Amiri, Sorour E and Adhikari, Bijaya and Bharadwaj, Aditya and Prakash, B Aditya},
booktitle={2018 IEEE International Conference on Data Mining (ICDM)},
pages={857--862},
year={2018},
organization={IEEE}
}
@inproceedings{islam2018deepdiffuse,
title={DeepDiffuse: Predicting the'Who'and'When'in Cascades},
author={Islam, Mohammad Raihanul and Muthiah, Sathappan and Adhikari, Bijaya and Prakash, B Aditya and Ramakrishnan, Naren},
booktitle={2018 IEEE International Conference on Data Mining (ICDM)},
pages={1055--1060},
year={2018},
organization={IEEE}
}
@article{amiri2018efficiently,
title={Efficiently summarizing attributed diffusion networks},
author={Amiri, Sorour E and Chen, Liangzhe and Prakash, B Aditya},
journal={Data Mining and Knowledge Discovery},
volume={32},
number={5},
pages={1251--1274},
year={2018},
publisher={Springer}
}
@inproceedings{adhikari2018sub2vec,
title={Sub2vec: Feature learning for subgraphs},
author={Adhikari, Bijaya and Zhang, Yao and Ramakrishnan, Naren and Prakash, B Aditya},
booktitle={Pacific-Asia Conference on Knowledge Discovery and Data Mining},
pages={170--182},
year={2018},
organization={Springer}
}
@article{raihanul2017distributed,
title={Distributed Representations of Signed Networks},
author={Raihanul Islam, Mohammad and Aditya Prakash, B and Ramakrishnan, Naren},
journal={arXiv e-prints},
pages={arXiv--1702},
year={2017}
}
@inproceedings{adhikari2018mining,
title={Mining e-commerce query relations using customer interaction networks},
author={Adhikari, Bijaya and Sondhi, Parikshit and Zhang, Wenke and Sharma, Mohit and Prakash, B Aditya},
booktitle={Proceedings of the 2018 World Wide Web Conference},
pages={1805--1814},
year={2018}
}
@inproceedings{adhikari2018near,
title={Near-optimal mapping of network states using probes},
author={Adhikari, Bijaya and Rangudu, Pavan and Prakash, B Aditya and Vullikant, Anil},
booktitle={Proceedings of the 2018 SIAM International Conference on Data Mining},
pages={108--116},
year={2018},
organization={SIAM}
}
@inproceedings{chen2018automatic,
title={Automatic segmentation of data sequences},
author={Chen, Liangzhe and Amiri, Sorour E and Prakash, B Aditya},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
volume={32},
number={1},
year={2018}
}
@article{adhikari2017propagation,
title={Propagation-based temporal network summarization},
author={Adhikari, Bijaya and Zhang, Yao and Amiri, Sorour E and Bharadwaj, Aditya and Prakash, B Aditya},
journal={IEEE Transactions on Knowledge and Data Engineering},
volume={30},
number={4},
pages={729--742},
year={2017},
publisher={IEEE}
}
@article{amiri2017automatic,
title={Automatic segmentation of dynamic network sequences with node labels},
author={Amiri, Sorour E and Chen, Liangzhe and Prakash, B Aditya},
journal={IEEE Transactions on Knowledge and Data Engineering},
volume={30},
number={3},
pages={407--420},
year={2017},
publisher={IEEE}
}
@inproceedings{zhang2017data,
title={Data-driven immunization},
author={Zhang, Yao and Ramanathan, Arvind and Vullikanti, Anil and Pullum, Laura and Prakash, B Aditya},
booktitle={2017 IEEE International Conference on Data Mining (ICDM)},
pages={615--624},
year={2017},
organization={IEEE}
}
@inproceedings{chen2017hotspots,
title={Hotspots: Failure cascades on heterogeneous critical infrastructure networks},
author={Chen, Liangzhe and Xu, Xinfeng and Lee, Sangkeun and Duan, Sisi and Tarditi, Alfonso G and Chinthavali, Supriya and Prakash, B Aditya},
booktitle={Proceedings of the 2017 ACM on Conference on Information and Knowledge Management},
pages={1599--1607},
year={2017}
}
@inproceedings{adhikari2017distributed,
title={Distributed representations of subgraphs},
author={Adhikari, Bijaya and Zhang, Yao and Ramakrishnan, Naren and Prakash, B Aditya},
booktitle={2017 IEEE International Conference on Data Mining Workshops (ICDMW)},
pages={111--117},
year={2017},
organization={IEEE}
}
@inproceedings{adhikari2017condensing,
title={Condensing temporal networks using propagation},
author={Adhikari, Bijaya and Zhang, Yao and Bharadwaj, Aditya and Prakash, B Aditya},
booktitle={Proceedings of the 2017 SIAM International Conference on Data Mining},
pages={417--425},
year={2017},
organization={SIAM}
}
@inproceedings{lee2016urban,
title={URBAN-NET: A network-based infrastructure monitoring and analysis system for emergency management and public safety},
author={Lee, Sangkeun and Chen, Liangzhe and Duan, Sisi and Chinthavali, Supriya and Shankar, Mallikarjun and Prakash, B Aditya},
booktitle={2016 IEEE International Conference on Big Data (Big Data)},
pages={2600--2609},
year={2016},
organization={IEEE}
}
@inproceedings{amiri2016segmenting,
title={Segmenting sequences of node-labeled graphs},
author={Amiri, Sorour E and Chen, Liangzhe and Prakash, B Aditya},
booktitle={2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)},
pages={61--68},
year={2016},
organization={IEEE}
}
@inproceedings{zhang2017meike,
title={Meike: Influence-based communities in networks},
author={Zhang, Yao and Adhikari, Bijaya and Jan, Steve TK and Prakash, B Aditya},
booktitle={Proceedings of the 2017 SIAM International Conference on Data Mining},
pages={318--326},
year={2017},
organization={SIAM}
}
@inproceedings{adhikari2017condensing,
title={Condensing temporal networks using propagation},
author={Adhikari, Bijaya and Zhang, Yao and Bharadwaj, Aditya and Prakash, B Aditya},
booktitle={Proceedings of the 2017 SIAM International Conference on Data Mining},
pages={417--425},
year={2017},
organization={SIAM}
}
@inproceedings{subbian2017detecting,
title={Detecting large reshare cascades in social networks},
author={Subbian, Karthik and Prakash, B Aditya and Adamic, Lada},
booktitle={Proceedings of the 26th International Conference on World Wide Web},
pages={597--605},
year={2017}
}
@article{matsubara2017nonlinear,
title={Nonlinear dynamics of information diffusion in social networks},
author={Matsubara, Yasuko and Sakurai, Yasushi and Prakash, B Aditya and Li, Lei and Faloutsos, Christos},
journal={ACM Transactions on the Web (TWEB)},
volume={11},
number={2},
pages={1--40},
year={2017},
publisher={ACM New York, NY, USA}
}
@inproceedings{amiri2017snapnets,
title={Snapnets: Automatic segmentation of network sequences with node labels},
author={Amiri, Sorour and Chen, Liangzhe and Prakash, B},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
volume={31},
number={1},
year={2017}
}
@article{holder2016current,
title={Current and future challenges in mining large networks: report on the second SDM workshop on mining networks and graphs},
author={Holder, Lawrence B and Caceres, Rajmonda and Gleich, David F and Riedy, Jason and Khan, Maleq and Chawla, Nitesh V and Kumar, Ravi and Wu, Yinghui and Klymko, Christine and Eliassi-Rad, Tina and others},
journal={ACM SIGKDD Explorations Newsletter},
volume={18},
number={1},
pages={39--45},
year={2016},
publisher={ACM New York, NY, USA}
}
@article{zhang2016near,
title={Near-optimal algorithms for controlling propagation at group scale on networks},
author={Zhang, Yao and Adiga, Abhijin and Saha, Sudip and Vullikanti, Anil and Prakash, B Aditya},
journal={IEEE Transactions on Knowledge and Data Engineering},
volume={28},
number={12},
pages={3339--3352},
year={2016},
publisher={IEEE}
}
@inproceedings{rozenshtein2016reconstructing,
title={Reconstructing an epidemic over time},
author={Rozenshtein, Polina and Gionis, Aristides and Prakash, B Aditya and Vreeken, Jilles},
booktitle={Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
pages={1835--1844},
year={2016}
}
@article{chen2016eigen,
title={Eigen-optimization on large graphs by edge manipulation},
author={Chen, Chen and Tong, Hanghang and Prakash, B Aditya and Eliassi-Rad, Tina and Faloutsos, Michalis and Faloutsos, Christos},
journal={ACM Transactions on Knowledge Discovery from Data (TKDD)},
volume={10},
number={4},
pages={1--30},
year={2016},
publisher={ACM New York, NY, USA}
}
@article{ovelgonne2017understanding,
title={Understanding the relationship between human behavior and susceptibility to cyber attacks: A data-driven approach},
author={Ovelg{\"o}nne, Michael and Dumitra{\c{s}}, Tudor and Prakash, B Aditya and Subrahmanian, VS and Wang, Benjamin},
journal={ACM Transactions on Intelligent Systems and Technology (TIST)},
volume={8},
number={4},
pages={1--25},
year={2017},
publisher={ACM New York, NY, USA}
}
@inproceedings{rahman2016unstable,
title={Unstable Communities in Network Ensembles},
author={Rahman, Ahsanur and Jan, Steve TK and Kim, Hyunju and Prakash, B Aditya and Murali, TM},
booktitle={Proceedings of the 2016 SIAM International Conference on Data Mining},
pages={504--512},
year={2016},
organization={SIAM}
}
@inproceedings{kang2016ensemble,
title={Ensemble models for data-driven prediction of malware infections},
author={Kang, Chanhyun and Park, Noseong and Prakash, B Aditya and Serra, Edoardo and Subrahmanian, Venkatraman Sivili},
booktitle={Proceedings of the Ninth ACM International Conference on Web Search and Data Mining},
pages={583--592},
year={2016}
}
@article{chen2016syndromic,
title={Syndromic surveillance of Flu on Twitter using weakly supervised temporal topic models},
author={Chen, Liangzhe and Hossain, KSM Tozammel and Butler, Patrick and Ramakrishnan, Naren and Prakash, B Aditya},
journal={Data mining and knowledge discovery},
volume={30},
number={3},
pages={681--710},
year={2016},
publisher={Springer}
}
@inproceedings{zhang2015controlling,
title={Controlling propagation at group scale on networks},
author={Zhang, Yao and Adiga, Abhijin and Vullikanti, Anil and Prakash, B Aditya},
booktitle={2015 IEEE International Conference on Data Mining},
pages={619--628},
year={2015},
organization={IEEE}
}
@inproceedings{rahman2015mining,
title={Mining Unstable Communities from Network Ensembles},
author={Rahman, Ahsanur and Jan, Steve and Kim, Hyunju and Prakash, B Aditya and Murali, TM},
booktitle={2015 IEEE International Conference on Data Mining Workshop (ICDMW)},
pages={508--515},
year={2015},
organization={IEEE}
}
@article{chen2015node,
title={Node immunization on large graphs: Theory and algorithms},
author={Chen, Chen and Tong, Hanghang and Prakash, B Aditya and Tsourakakis, Charalampos E and Eliassi-Rad, Tina and Faloutsos, Christos and Chau, Duen Horng},
journal={IEEE Transactions on Knowledge and Data Engineering},
volume={28},
number={1},
pages={113--126},
year={2015},
publisher={IEEE}
}
@article{zhang2015data,
title={Data-aware vaccine allocation over large networks},
author={Zhang, Yao and Prakash, B Aditya},
journal={ACM Transactions on Knowledge Discovery from Data (TKDD)},
volume={10},
number={2},
pages={1--32},
year={2015},
publisher={ACM New York, NY, USA}
}
@inproceedings{sundareisan2015hidden,
title={Hidden hazards: Finding missing nodes in large graph epidemics},
author={Sundareisan, Shashidhar and Vreeken, Jilles and Prakash, B Aditya},
booktitle={Proceedings of the 2015 SIAM International Conference on Data Mining},
pages={415--423},
year={2015},
organization={SIAM}
}
@inproceedings{saha2015approximation,
title={Approximation algorithms for reducing the spectral radius to control epidemic spread},
author={Saha, Sudip and Adiga, Abhijin and Prakash, B Aditya and Vullikanti, Anil Kumar S},
booktitle={Proceedings of the 2015 SIAM International Conference on Data Mining},
pages={568--576},
year={2015},
organization={SIAM}
}
@article{papalexakis2014sharkfin,
title={SharkFin: Spatio-temporal mining of software adoption and penetration},
author={Papalexakis, Evangelos E and Dumitras, Tudor and Chau, Duen Horng and Prakash, B Aditya and Faloutsos, Christos},
journal={Social Network Analysis and Mining},
volume={4},
number={1},
pages={240},
year={2014},
publisher={Springer}
}
@inproceedings{chen2014flu,
title={Flu gone viral: Syndromic surveillance of flu on twitter using temporal topic models},
author={Chen, Liangzhe and Hossain, KSM Tozammel and Butler, Patrick and Ramakrishnan, Naren and Prakash, B Aditya},
booktitle={2014 IEEE international conference on data mining},
pages={755--760},
year={2014},
organization={IEEE}
}
@inproceedings{zhang2014scalable,
title={Scalable vaccine distribution in large graphs given uncertain data},
author={Zhang, Yao and Prakash, B Aditya},
booktitle={Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management},
pages={1719--1728},
year={2014}
}
@inproceedings{sundereisan2014sanstext,
title={Sanstext: Classifying temporal topic dynamics of twitter cascades without tweet text},
author={Sundereisan, Shashidhar and Bhadriraju, Abhay and Khan, M Saquib and Ramakrishnan, Naren and Prakash, B Aditya},
booktitle={2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)},
pages={649--656},
year={2014},
organization={IEEE}
}
@inproceedings{purohit2014fast,
title={Fast influence-based coarsening for large networks},
author={Purohit, Manish and Prakash, B Aditya and Kang, Chanhyun and Zhang, Yao and Subrahmanian, VS},
booktitle={Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={1296--1305},
year={2014}
}
@inproceedings{jin2014modeling,
title={Modeling mass protest adoption in social network communities using geometric brownian motion},
author={Jin, Fang and Khandpur, Rupinder Paul and Self, Nathan and Dougherty, Edward and Guo, Sheng and Chen, Feng and Prakash, B Aditya and Ramakrishnan, Naren},
booktitle={Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={1660--1669},
year={2014}
}
@inproceedings{zhang2014dava,
title={Dava: Distributing vaccines over networks under prior information},
author={Zhang, Yao and Prakash, B Aditya},
booktitle={Proceedings of the 2014 SIAM International Conference on Data Mining},
pages={46--54},
year={2014},
organization={SIAM}
}
@inproceedings{papalexakis2013spatio,
title={Spatio-temporal mining of software adoption \& penetration},
author={Papalexakis, Evangelos E and Dumitra{\c{s}}, Tudor and Chau, Duen Horng and Prakash, B Aditya and Faloutsos, Christos},
booktitle={Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining},
pages={878--885},
year={2013}
}
@article{prakash2014efficiently,
title={Efficiently spotting the starting points of an epidemic in a large graph},
author={Prakash, B Aditya and Vreeken, Jilles and Faloutsos, Christos},
journal={Knowledge and information systems},
volume={38},
number={1},
pages={35--59},
year={2014},
publisher={Springer}
}
@inproceedings{prakash2013fractional,
title={Fractional immunization in networks},
author={Prakash, B Aditya and Adamic, Lada and Iwashyna, Theodore and Tong, Hanghang and Faloutsos, Christos},
booktitle={Proceedings of the 2013 SIAM International Conference on Data Mining},
pages={659--667},
year={2013},
organization={SIAM}
}
@inproceedings{koutra2013patterns,
title={Patterns amongst competing task frequencies: Super-linearities, and the almond-dg model},
author={Koutra, Danai and Koutras, Vasileios and Prakash, B Aditya and Faloutsos, Christos},
booktitle={Pacific-Asia Conference on Knowledge Discovery and Data Mining},
pages={201--212},
year={2013},
organization={Springer}
}
@article{wei2013competing,
title={Competing memes propagation on networks: A network science perspective},
author={Wei, Xuetao and Valler, Nicholas C and Prakash, B Aditya and Neamtiu, Iulian and Faloutsos, Michalis and Faloutsos, Christos},
journal={IEEE Journal on Selected Areas in Communications},
volume={31},
number={6},
pages={1049--1060},
year={2013},
publisher={IEEE}
}
@inproceedings{prakash2012spotting,
title={Spotting culprits in epidemics: How many and which ones?},
author={Prakash, B Aditya and Vreeken, Jilles and Faloutsos, Christos},
booktitle={2012 IEEE 12th International Conference on Data Mining},
pages={11--20},
year={2012},
organization={IEEE}
}
@article{wei2012competing,
title={Competing memes propagation on networks: a case study of composite networks},
author={Wei, Xuetao and Valler, Nicholas and Prakash, B Aditya and Neamtiu, Iulian and Faloutsos, Michalis and Faloutsos, Christos},
journal={ACM SIGCOMM Computer Communication Review},
volume={42},
number={5},
pages={5--12},
year={2012},
publisher={ACM New York, NY, USA}
}
@inproceedings{tong2012gelling,
title={Gelling, and melting, large graphs by edge manipulation},
author={Tong, Hanghang and Prakash, B Aditya and Eliassi-Rad, Tina and Faloutsos, Michalis and Faloutsos, Christos},
booktitle={Proceedings of the 21st ACM international conference on Information and knowledge management},
pages={245--254},
year={2012}
}
@inproceedings{matsubara2012rise,
title={Rise and fall patterns of information diffusion: model and implications},
author={Matsubara, Yasuko and Sakurai, Yasushi and Prakash, B Aditya and Li, Lei and Faloutsos, Christos},
booktitle={Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={6--14},
year={2012}
}
@inproceedings{beutel2012interacting,
title={Interacting viruses in networks: can both survive?},
author={Beutel, Alex and Prakash, B Aditya and Rosenfeld, Roni and Faloutsos, Christos},
booktitle={Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={426--434},
year={2012}
}
@article{prakash2012threshold,
title={Threshold conditions for arbitrary cascade models on arbitrary networks},
author={Prakash, B Aditya and Chakrabarti, Deepayan and Valler, Nicholas C and Faloutsos, Michalis and Faloutsos, Christos},
journal={Knowledge and information systems},
volume={33},
number={3},
pages={549--575},
year={2012},
publisher={Springer}
}
@inproceedings{prakash2012winner,
title={Winner takes all: competing viruses or ideas on fair-play networks},
author={Prakash, B Aditya and Beutel, Alex and Rosenfeld, Roni and Faloutsos, Christos},
booktitle={Proceedings of the 21st international conference on World Wide Web},
pages={1037--1046},
year={2012}
}
@article{prakash2012threshold,
title={Threshold conditions for arbitrary cascade models on arbitrary networks},
author={Prakash, B Aditya and Chakrabarti, Deepayan and Valler, Nicholas C and Faloutsos, Michalis and Faloutsos, Christos},
journal={Knowledge and information systems},
volume={33},
number={3},
pages={549--575},
year={2012},
publisher={Springer}
}
@inproceedings{valler2011epidemic,
title={Epidemic spread in mobile ad hoc networks: Determining the tipping point},
author={Valler, Nicholas C and Prakash, B Aditya and Tong, Hanghang and Faloutsos, Michalis and Faloutsos, Christos},
booktitle={International Conference on Research in Networking},
pages={266--280},
year={2011},
organization={Springer}
}
@inproceedings{tong2010vulnerability,
title={On the vulnerability of large graphs},
author={Tong, Hanghang and Prakash, B Aditya and Tsourakakis, Charalampos and Eliassi-Rad, Tina and Faloutsos, Christos and Chau, Duen Horng},
booktitle={2010 IEEE International Conference on Data Mining},
pages={1091--1096},
year={2010},
organization={IEEE}
}
@inproceedings{prakash2010virus,
title={Virus propagation on time-varying networks: Theory and immunization algorithms},
author={Prakash, B Aditya and Tong, Hanghang and Valler, Nicholas and Faloutsos, Michalis and Faloutsos, Christos},
booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
pages={99--114},
year={2010},
organization={Springer}
}
@article{li2010parsimonious,
title={Parsimonious linear fingerprinting for time series},
author={Li, Lei and Prakash, B Aditya and Faloutsos, Christos},
journal={Proceedings of the VLDB Endowment},
volume={3},
number={1-2},
pages={385--396},
year={2010},
publisher={VLDB Endowment}
}
@inproceedings{henderson2010metric,
title={Metric forensics: a multi-level approach for mining volatile graphs},
author={Henderson, Keith and Eliassi-Rad, Tina and Faloutsos, Christos and Akoglu, Leman and Li, Lei and Maruhashi, Koji and Prakash, B Aditya and Tong, Hanghang},
booktitle={Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={163--172},
year={2010}
}
@inproceedings{prakash2010eigenspokes,
title={Eigenspokes: Surprising patterns and scalable community chipping in large graphs},
author={Prakash, B Aditya and Sridharan, Ashwin and Seshadri, Mukund and Machiraju, Sridhar and Faloutsos, Christos},
booktitle={Pacific-Asia Conference on Knowledge Discovery and Data Mining},
pages={435--448},
year={2010},
organization={Springer}
}
@inproceedings{prakash2009bgp,
title={BGP-lens: Patterns and anomalies in internet routing updates},
author={Prakash, B Aditya and Valler, Nicholas and Andersen, David and Faloutsos, Michalis and Faloutsos, Christos},
booktitle={Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={1315--1324},
year={2009}
}
@article{agrawal2009frapp,
title={FRAPP: A framework for high-accuracy privacy-preserving mining},
author={Agrawal, Shipra and Haritsa, Jayant R and Prakash, B Aditya},
journal={Data Mining and Knowledge Discovery},
volume={18},
number={1},
pages={101--139},
year={2009},
publisher={Springer}
}
@inproceedings{gokhale2007complex,
title={Complex group-by queries for XML},
author={Gokhale, Chaitanya and Gupta, Nitin and Kumar, Pranav and Lakshmanan, Laks VS and Ng, R and Prakash, B Aditya},
booktitle={2007 IEEE 23rd International Conference on Data Engineering},
pages={646--655},
year={2007},
organization={IEEE}
}