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B. Aditya Prakash

Associate Professor

Education

Affiliations

Projects

Papers

Yao Zhang, Arvind Ramanathan, Anil Vullikanti, Laura Pullum, B Aditya Prakash. (2019). Data-driven efficient network and surveillance-based immunization. Knowledge and Information Systems, (61)

Sorour E Amiri, Anika Tabassum, E Thomas Ewing, B Aditya Prakash. (2019). Tracking and analyzing dynamics of news-cycles during global pandemics: a historical perspective. ACM SIGKDD Explorations Newsletter, 21(2)

Bijaya Adhikari, Xinfeng Xu, Naren Ramakrishnan, B Aditya Prakash. (2019). EpiDeep: Exploiting Embeddings for Epidemic Forecasting. ACM Digital Library

Liangzhe Chen, B Aditya Prakash. (2019). Joint Post and Link-level Influence Modeling on Social Media. Society for Industrial and Applied Mathematics

Nikhil Muralidhar, Anika Tabassum, Liangzhe Chen, Supriya Chinthavali, Naren Ramakrishnan, and B. Aditya Prakash. (2019). Cut-n-Reveal: Time-Series Segmentations with Explanations. ACM Transactions on Intelligent Systems and Technology (TIST), 9(4)

Sorour E Amiri, Liangzhe Chen, B Aditya Prakash. (2018). Efficiently summarizing attributed diffusion networks. Data Mining and Knowledge Discovery, 32(5)

S. E. Amiri, B. Adhikari, A. Bharadwaj and B. A. Prakash. (2018). Netgist: Learning to generate task-based network summaries. 2018 IEEE International Conference on Data Mining (ICDM)

Mohammad Raihanul Islam, Sathappan Muthiah, Bijaya Adhikari, B Aditya Prakash, Naren Ramakrishnan. (2018). Deep Diffuse: Predicting the 'Who' and 'When' in Cascades. 2018 IEEE International Conference on Data Mining (ICDM)

Bijaya Adhikari, Parikshit Sondhi, Wenke Zhang, Mohit Sharma, B Aditya Prakash. (2018). Mining E-Commerce Query Relations using Customer Interaction Networks. ACM Digital Library

Bijaya Adhikari, Pavan Rangudu, B Aditya Prakash, Anil Vullikant. (2018). Near-Optimal Mapping of Network States using Probes Read More: https://epubs.siam.org/doi/abs/10.1137/1.9781611975321.12. Society for Industrial and Applied Mathematics

Shashidhar Sundareisan, Jilles Vreeken and B. Aditya Prakash. (2018). Sub2Vec: Feature Learning for Subgraphs. Advances in Knowledge Discovery and Data Mining

Bijaya Adhikari, Yao Zhang, Sorour E Amiri, Aditya Bharadwaj, B Aditya Prakash. (2018). Propagation-Based Temporal Network Summarization. IEEE Transactions on Knowledge and Data Engineering, 30(4)

Anika Tabassum, Supriya Chinthavali, Liangzhe Chen, Aditya Prakash. (2018). Data Mining Critical Infrastructure Systems: Models and Tools. IEEE Intelligent Informatics Bulletin, 19(3)

Sorour E Amiri, Liangzhe Chen, B Aditya Prakash. (2018). Automatic Segmentation of Dynamic Network Sequences with Node Labels. IEEE Transactions on Knowledge and Data Engineering, 30(3)

Yao Zhang, Bijaya Adhikari, Steve TK Jan, B Aditya Prakash. (2017). MeiKe: Influence-based Communities in Networks. Society for Industrial and Applied Mathematics

Bijaya Adhikari, Yao Zhang, Aditya Bharadwaj, B Aditya Prakash. (2017). Condensing temporal networks using propagation. Society for Industrial and Applied Mathematics

Yasuko Matsubara, Yasushi Sakurai, B Aditya Prakash, Lei Li, Christos Faloutsos. (2017). Nonlinear dynamics of information diffusion in social networks. ACM Transactions on the Web (TWEB), 11(2)

Michael Ovelgönne, Tudor Dumitra, B Aditya Prakash, VS Subrahmanian, Benjamin Wang. (2017). Understanding the Relationship between Human Behavior and Susceptibility to Cyber Attacks: A Data-Driven Approach. ACM Transactions on Intelligent Systems and Technology (TIST), 8(4)

Mohammad Raihanul Islam, B. Aditya Prakash, Naren Ramakrishnan. (2017). Distributed Representations of Signed Networks. arXiv preprint

Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan, B Aditya Prakash. (2017). Distributed representations of subgraphs. 2017 IEEE International Conference on Data Mining Workshops (ICDMW)

Yao Zhang, Arvind Ramanathan, Anil Vullikanti, Laura Pullum, B Aditya Prakash. (2017). Data-Driven Immunization. 2017 IEEE International Conference on Data Mining (ICDM)

Liangzhe Chen, Xinfeng Xu, Sangkeun Lee, Sisi Duan, Alfonso G Tarditi, Supriya Chinthavali, B Aditya Prakash. (2017). Hotspots: Failure cascades on heterogeneous critical infrastructure networks. ACM Digital Library

Karthik Subbian, B Aditya Prakash, Lada Adamic. (2017). Detecting Large Reshare Cascades in Social Networks. ACM Digital Library

Ahsanur Rahman, Steve TK Jan, Hyunju Kim, B Aditya Prakash, TM Murali. (2016). Unstable Communities in Network Ensembles. Society for Industrial and Applied Mathematics

B Aditya Prakash. (2016). Prediction Using Propagation: From Flu Trends to Cybersecurity. IEEE Intelligent Systems, 31(1)

Chen Chen, Hanghang Tong, B Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos. (2016). Eigen-optimization on large graphs by edge manipulation. ACM Transactions on Knowledge Discovery from Data (TKDD), 10(4)

Polina Rozenshtein, Aristides Gionis, B Aditya Prakash, Jilles Vreeken. (2016). Reconstructing an epidemic over time. ACM Digital Library

Sorour E Amiri, Liangzhe Chen, B Aditya Prakash. (2016). Segmenting Sequences of Node-Labeled Graphs. 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)

Huijuan Shao, KSM Hossain, Hao Wu, Maleq Khan, Anil Vullikanti, B Aditya Prakash, Madhav Marathe, Naren Ramakrishnan. (2016). Forecasting the Flu: designing social network sensors for epidemics. arXiv preprint

Chanhyun Kang, Noseong Park, B Aditya Prakash, Edoardo Serra, Venkatraman Sivili Subrahmanian. (2016). Ensemble Models for Data-driven Prediction of Malware Infections. ACM Digital Library

Sangkeun Lee, Liangzhe Chen, Sisi Duan, Supriya Chinthavali, Mallikarjun Shankar, B Aditya Prakash. (2016). URBAN-NET: A network-based infrastructure monitoring and analysis system for emergency management and public safety. 2016 IEEE International Conference on Big Data (Big Data)

Chen Chen, Hanghang Tong, B Aditya Prakash, Charalampos E Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau. (2016). Node immunization on large graphs: Theory and algorithms. IEEE Transactions on Knowledge and Data Engineering, 28(1)

Shashidhar Sundareisan, Jilles Vreeken, B Aditya Prakash. (2015). Hidden Hazards: Finding Missing Nodes in Large Graph Epidemics. Society for Industrial and Applied Mathematics

Sudip Saha, Abhijin Adiga, B Aditya Prakash, Anil Kumar S Vullikanti. (2015). Approximation algorithms for reducing the spectral radius to control epidemic spread. Society for Industrial and Applied Mathematics

Ahsanur Rahman, Steve Jan, Hyunju Kim, B Aditya Prakash, TM Murali. (2015). Mining Unstable Communities from Network Ensembles. 2015 IEEE International Conference on Data Mining Workshop (ICDMW)

Y. Zhang, A. Adiga, A. Vullikanti and B. A. Prakash. (2015). Controlling propagation at group scale on networks. 2015 IEEE International Conference on Data Mining

Yao Zhang, B Aditya Prakash. (2015). Data-aware vaccine allocation over large networks. ACM Transactions on Knowledge Discovery from Data (TKDD), 10(2)

Subrahmanian V.S., Ovelgönne M., Dumitras T., Prakash B.A.. (2015). Types of Malware and Malware Distribution Strategies. The Global Cyber-Vulnerability Report

VS Subrahmanian, Michael Ovelgönne, Tudor Dumitras, B Aditya Prakash. (2015). Human Behavior and Susceptibility to Cyber-Attacks. The Global Cyber-Vulnerability Report

B Aditya Prakash. (2015). Graph mining for cyber security. Cyber Warfare, (56)

VS Subrahmanian, Michael Ovelgönne, Tudor Dumitras, B Aditya Prakash. (2015). Country by Country Analysis. The Global Cyber-Vulnerability Report

Liangzhe Chen, KSM Tozammel Hossain, Patrick Butler, Naren Ramakrishnan, B Aditya Prakash. (2015). Syndromic surveillance of Flu on Twitter using weakly supervised temporal topic models. Data Mining and Knowledge Discovery, 30(3)

Yao Zhang, B Aditya Prakash. (2014). DAVA: Distributing Vaccines over Networks under Prior Information. Society for Industrial and Applied Mathematics

Evangelos E Papalexakis, Tudor Dumitras, Duen Horng Chau, B Aditya Prakash, Christos Faloutsos. (2014). SHARKFIN: Spatio-temporal mining of software adoption and penetration. Social Network Analysis and Mining, 4(1)

Fang Jin, Rupinder Paul Khandpur, Nathan Self, Edward Dougherty, Sheng Guo, Feng Chen, B Aditya Prakash, Naren Ramakrishnan. (2014). Modeling mass protest adoption in social network communities using geometric brownian motion. ACM Digital Library

Manish Purohit, B Aditya Prakash, Chanhyun Kang, Yao Zhang, VS Subrahmanian. (2014). Fast influence-based coarsening for large networks. ACM Digital Library

Shashidhar Sundereisan, Abhay Bhadriraju, M Saquib Khan, Naren Ramakrishnan, B Aditya Prakash. (2014). Sanstext: Classifying temporal topic dynamics of twitter cascades without tweet text. 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)

Yao Zhang, B Aditya Prakash. (2014). Scalable vaccine distribution in large graphs given uncertain data. ACM Digital Library

X. Wei, N. C. Valler, M. Faloutsos, I. Neamtiu, B. A. Prakash and C. Faloutsos. (2013). Smartphone viruses propagation on heterogeneous composite networks. 2013 IEEE 2nd Network Science Workshop (NSW)

Evangelos E Papalexakis, Tudor Dumitraş, Duen Horng Chau, B Aditya Prakash, Christos Faloutsos. (2013). Spatio-temporal mining of software adoption & penetration. ACM Digital Library

Xuetao Wei, Nicholas C Valler, B Aditya Prakash, Iulian Neamtiu, Michalis Faloutsos, Christos Faloutsos. (2013). Competing Memes Propagation on Networks: A Network Science Perspective. IEEEXplore

B Aditya Prakash, Naren Ramakrishnan. (2013). Leveraging Propagation for Data Mining: Models, Algorithms and Applications. ACM Digital Library

Danai Koutra, Vasileios Koutras, B Aditya Prakash, Christos Faloutsos. (2013). Patterns amongst competing task frequencies: Super-linearities, and the almond-dg model. Advances in Knowledge Discovery and Data Mining, (7818)

B Aditya Prakash, Lada Adamic, Theodore Iwashyna, Hanghang Tong, Christos Faloutsos. (2013). Fractional Immunization in Networks. Society for Industrial and Applied Mathematics

Hanghang Tong, B Aditya Prakash, Tina Eliassi-Rad, Michalis Faloutsos, Christos Faloutsos. (2012). Gelling, and melting, large graphs by edge manipulation. ACM Digital Library

Xuetao Wei, Nicholas Valler, B Aditya Prakash, Iulian Neamtiu, Michalis Faloutsos, Christos Faloutsos. (2012). Competing memes propagation on networks: a case study of composite networks. ACM SIGCOMM Computer Communication Review, 42(5)

B Aditya Prakash, Alex Beutel, Roni Rosenfeld, Christos Faloutsos. (2012). Winner takes all: competing viruses or ideas on fair-play networks. ACM Digital Library

Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li. (2012). Rolx: structural role extraction & mining in large graphs. ACM Digital Library

Yasuko Matsubara, Yasushi Sakurai, B Aditya Prakash, Lei Li, Christos Faloutsos. (2012). Rise and fall patterns of information diffusion: model and implications. ACM Digital Library

Alex Beutel, B Aditya Prakash, Roni Rosenfeld, Christos Faloutsos. (2012). Interacting viruses in networks: can both survive?. Interacting viruses in networks: can both survive?

B Aditya Prakash, Jilles Vreeken, Christos Faloutsos. (2012). Spotting Culprits in Epidemics: How Many and Which Ones?. IEEEXplore

B Aditya Prakash, Deepayan Chakrabarti, Nicholas C Valler, Michalis Faloutsos, Christos Faloutsos. (2012). Threshold conditions for arbitrary cascade models on arbitrary networks. Knowledge and Information Systems, 33(3)

B Aditya Prakash, Christos Faloutsos. (2012). Understanding and managing cascades on large graphs. Proceedings of the VLDB Endowment, 5(12)

Yasushi Sakurai, Yasuko Matsubara, Lei Li, Christos Faloutsos. (2011). Windmine: Fast and effective mining of web-click sequences. Society for Industrial and Applied Mathematics

Hanghang Tong, B Aditya Prakash, Charalampos Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng Chau. (2011). On the Vulnerability of Large Graphs. IEEEXplore

Nicholas C Valler, Michael Butkiewicz, B Aditya Prakash, Michalis Faloutsos, Christos Faloutsos. (2011). Non-binary information propagation: Modeling BGP routing churn. 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)

Nicholas C Valler, B Aditya Prakash, Hanghang Tong, Michalis Faloutsos, Christos Faloutsos. (2011). Epidemic spread in mobile ad hoc networks: Determining the tipping point. International Conference on Research in Networking

Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B Aditya Prakash, Hanghang Tong. (2010). Metric forensics: a multi-level approach for mining volatile graphs. ACM Digital Library

B Aditya Prakash, Ashwin Sridharan, Mukund Seshadri, Sridhar Machiraju, Christos Faloutsos. (2010). EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs. Springer Link

B Aditya Prakash, Hanghang Tong, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos. (2010). Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms. Springer Link

B Aditya Prakash, Deepayan Chakrabarti, Michalis Faloutsos, Nicholas Valler, Christos Faloutsos. (2010). Got the flu (or mumps)? check the eigenvalue!. arXiv preprint

Lei Li, B Aditya Prakash, Christos Faloutsos. (2010). Parsimonious linear fingerprinting for time series. Proceedings of the VLDB Endowment, 3(1-2)

B Aditya Prakash, Nicholas Valler, David Andersen, Michalis Faloutsos, Christos Faloutsos. (2009). BGP-lens: Patterns and anomalies in internet routing updates. ACM Digital Library

Shipra Agrawal, Jayant R Haritsa, B Aditya Prakash. (2008). FRAPP: a framework for high-accuracy privacy-preserving mining. Data Mining and Knowledge Discovery, 18(1)

C. Gokhale, N. Gupta, P. Kumar, L. V. S. Lakshmanan, R. Ng and B. A. Prakash. (2007). Complex group-by queries for XML. 2007 IEEE 23rd International Conference on Data Engineering

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