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@inproceedings{DBLP:conf/aaai/SrikishanTAKM24,
author = {Bharat Srikishan and
Anika Tabassum and
Srikanth Allu and
Ramakrishnan Kannan and
Nikhil Muralidhar},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Reinforcement Learning as a Parsimonious Alternative to Prediction
Cascades: {A} Case Study on Image Segmentation},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {15066--15074},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29428},
doi = {10.1609/AAAI.V38I13.29428},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SrikishanTAKM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/SohKSC24,
author = {Yongseok Soh and
Ramakrishnan Kannan and
Piyush Sao and
Jee W. Choi},
title = {Accelerated Constrained Sparse Tensor Factorization on Massively Parallel
Architectures},
booktitle = {Proceedings of the 53rd International Conference on Parallel Processing,
{ICPP} 2024, Gotland, Sweden, August 12-15, 2024},
pages = {107--116},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3673038.3673128},
doi = {10.1145/3673038.3673128},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpp/SohKSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/EfteliogluDAKCG24,
author = {Emre Eftelioglu and
Bistra Dilkina and
Naoki Abe and
Ramakrishnan Kannan and
Yuzhou Chen and
Yulia R. Gel and
Kathleen Buckingham and
Auroop R. Ganguly and
James Hodson and
Jiafu Mao},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Fragile Earth: Generative and Foundational Models for Sustainable
Development},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {6710--6711},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671493},
doi = {10.1145/3637528.3671493},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/EfteliogluDAKCG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11760,
author = {Bharat Srikishan and
Anika Tabassum and
Srikanth Allu and
Ramakrishnan Kannan and
Nikhil Muralidhar},
title = {Reinforcement Learning as a Parsimonious Alternative to Prediction
Cascades: {A} Case Study on Image Segmentation},
journal = {CoRR},
volume = {abs/2402.11760},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11760},
doi = {10.48550/ARXIV.2402.11760},
eprinttype = {arXiv},
eprint = {2402.11760},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-00636,
author = {Zhi{-}Feng Wei and
Pablo Moriano and
Ramakrishnan Kannan},
title = {Robustness of graph embedding methods for community detection},
journal = {CoRR},
volume = {abs/2405.00636},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.00636},
doi = {10.48550/ARXIV.2405.00636},
eprinttype = {arXiv},
eprint = {2405.00636},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-00636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ShivakumarLKA23,
author = {Shruti Shivakumar and
Jiajia Li and
Ramakrishnan Kannan and
Srinivas Aluru},
title = {Sparse Symmetric Format for Tucker Decomposition},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {6},
pages = {1743--1756},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3263124},
doi = {10.1109/TPDS.2023.3263124},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/ShivakumarLKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KannanGRS23,
author = {Ramakrishnan Kannan and
Cristina Garcia{-}Cardona and
Balasubramaniam Radhakrishnan and
Sudip K. Seal},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {A Deep Learning Pipeline for Optimizing Large-scale Phase Field Simulations},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {1744--1753},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386699},
doi = {10.1109/BIGDATA59044.2023.10386699},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/KannanGRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ics/EswarCHKBVP23,
author = {Srinivas Eswar and
Benjamin Cobb and
Koby Hayashi and
Ramakrishnan Kannan and
Grey Ballard and
Richard W. Vuduc and
Haesun Park},
editor = {Kyle A. Gallivan and
Efstratios Gallopoulos and
Dimitrios S. Nikolopoulos and
Ram{\'{o}}n Beivide},
title = {Distributed-Memory Parallel JointNMF},
booktitle = {Proceedings of the 37th International Conference on Supercomputing,
{ICS} 2023, Orlando, FL, USA, June 21-23, 2023},
pages = {301--312},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3577193.3593733},
doi = {10.1145/3577193.3593733},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ics/EswarCHKBVP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/WangSKGPJ23,
author = {Tianle Wang and
Sudip K. Seal and
Ramakrishnan Kannan and
Cristina Garcia{-}Cardona and
Thomas Proffen and
Shantenu Jha},
title = {A Parallel Machine Learning Workflow for Neutron Scattering Data Analysis},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2023 - Workshops, St. Petersburg, FL, USA, May 15-19, 2023},
pages = {795--798},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IPDPSW59300.2023.00133},
doi = {10.1109/IPDPSW59300.2023.00133},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/WangSKGPJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbeBCDEGGHKLMY23,
author = {Naoki Abe and
Kathleen Buckingham and
Yuzhou Chen and
Bistra Dilkina and
Emre Eftelioglu and
Auroop R. Ganguly and
Yulia R. Gel and
James Hodson and
Ramakrishnan Kannan and
Huikyo Lee and
Jiafu Mao and
Rose Yu},
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 = {Fragile Earth: {AI} for Climate Sustainability - From Wildfire Disaster
Management to Public Health and Beyond},
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 = {5845--5846},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599217},
doi = {10.1145/3580305.3599217},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AbeBCDEGGHKLMY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pvm/0001SMKWP23,
author = {Hao Lu and
Piyush Sao and
Michael A. Matheson and
Ramakrishnan Kannan and
Feiyi Wang and
Thomas E. Potok},
title = {Optimizing Communication in 2D Grid-Based {MPI} Applications at Exascale},
booktitle = {Proceedings of the 30th European {MPI} Users' Group Meeting, EuroMPI
2023, Bristol, United Kingdom, September 11-13, 2023},
pages = {9:1--9:11},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615318.3615327},
doi = {10.1145/3615318.3615327},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pvm/0001SMKWP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KannanSROA22,
author = {Rathimala Kannan and
Khor Woon Shing and
Kannan Ramakrishnan and
Hway Boon Ong and
Andry Alamsyah},
title = {Machine Learning Models for Predicting Financially Vigilant Low-Income
Households},
journal = {{IEEE} Access},
volume = {10},
pages = {70418--70427},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3187564},
doi = {10.1109/ACCESS.2022.3187564},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KannanSROA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/KannanHRIW22,
author = {Rathimala Kannan and
Haq'ul Aqif Abdul Halim and
Kannan Ramakrishnan and
Shahrinaz Ismail and
Dedy Rahman Wijaya},
title = {Machine learning approach for predicting production delays: a quarry
company case study},
journal = {J. Big Data},
volume = {9},
number = {1},
pages = {94},
year = {2022},
url = {https://doi.org/10.1186/s40537-022-00644-w},
doi = {10.1186/S40537-022-00644-W},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbd/KannanHRIW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/RamakrishnanRKC22,
author = {Ananth Hari Ramakrishnan and
Muthaiah Rajappa and
Kannan Krithivasan and
Panagiotis E. Chatzistergos and
Nachiappan Chockalingam and
Madhusudhana Rao Nalluri},
title = {A concept for movement-based computerized segmentation of connective
tissue in ultrasound imaging},
journal = {Multim. Tools Appl.},
volume = {81},
number = {26},
pages = {38053--38066},
year = {2022},
url = {https://doi.org/10.1007/s11042-022-12932-x},
doi = {10.1007/S11042-022-12932-X},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/RamakrishnanRKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TabassumMKA22,
author = {Anika Tabassum and
Nikhil Muralidhar and
Ramakrishnan Kannan and
Srikanth Allu},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {MatPhase: Material phase prediction for Li-ion Battery Reconstruction
using Hierarchical Curriculum Learning},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1936--1941},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020429},
doi = {10.1109/BIGDATA55660.2022.10020429},
timestamp = {Tue, 11 Jun 2024 10:44:02 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/TabassumMKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbeBDEGHKY22,
author = {Naoki Abe and
Kathleen Buckingham and
Bistra Dilkina and
Emre Eftelioglu and
Auroop R. Ganguly and
James Hodson and
Ramakrishnan Kannan and
Rose Yu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Fragile Earth: {AI} for Climate Mitigation, Adaptation, and Environmental
Justice},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4866--4867},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542906},
doi = {10.1145/3534678.3542906},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AbeBDEGHKY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KannanSLKSSLITCPBVP22,
author = {Ramakrishnan Kannan and
Piyush Sao and
Hao Lu and
Jakub Kurzak and
Gundolf Schenk and
Yongmei Shi and
Seung{-}Hwan Lim and
Sharat Israni and
Vijay Thakkar and
Guojing Cong and
Robert M. Patton and
Sergio E. Baranzini and
Richard W. Vuduc and
Thomas E. Potok},
editor = {Felix Wolf and
Sameer Shende and
Candace Culhane and
Sadaf R. Alam and
Heike Jagode},
title = {Exaflops Biomedical Knowledge Graph Analytics},
booktitle = {{SC22:} International Conference for High Performance Computing, Networking,
Storage and Analysis, Dallas, TX, USA, November 13-18, 2022},
pages = {6:1--6:11},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SC41404.2022.00011},
doi = {10.1109/SC41404.2022.00011},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/KannanSLKSSLITCPBVP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/f1000research/AdemKGK22,
author = {Khalid Ibrahim Adem and
Ramakrishnan Kannan and
Kousalya Govardhanan and
Rathimala Kannan},
title = {Taking facial expression recognition outside the lab and into the
wild by using challenging datasets and improved performance metrics},
journal = {F1000Research},
volume = {11},
pages = {349},
year = {2022},
url = {https://doi.org/10.12688/f1000research.73630.1},
doi = {10.12688/F1000RESEARCH.73630.1},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/f1000research/AdemKGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/AlexanderABBCCC21,
author = {Francis J. Alexander and
James A. Ang and
Jenna A. Bilbrey and
Jan Balewski and
Tiernan Casey and
Ryan Chard and
Jong Choi and
Sutanay Choudhury and
Bert J. Debusschere and
Anthony M. DeGennaro and
Nikoli Dryden and
J. Austin Ellis and
Ian T. Foster and
Cristina Garcia{-}Cardona and
Sayan Ghosh and
Peter Harrington and
Yunzhi Huang and
Shantenu Jha and
Travis Johnston and
Ai Kagawa and
Ramakrishnan Kannan and
Neeraj Kumar and
Zhengchun Liu and
Naoya Maruyama and
Satoshi Matsuoka and
Erin McCarthy and
Jamaludin Mohd{-}Yusof and
Peter Nugent and
Yosuke Oyama and
Thomas Proffen and
David Pugmire and
Sivasankaran Rajamanickam and
Vinay Ramakrishnaiah and
Malachi Schram and
Sudip K. Seal and
Ganesh Sivaraman and
Christine Sweeney and
Li Tan and
Rajeev Thakur and
Brian Van Essen and
Logan T. Ward and
Paul M. Welch and
Michael Wolf and
Sotiris S. Xantheas and
Kevin G. Yager and
Shinjae Yoo and
Byung{-}Jun Yoon},
title = {Co-design Center for Exascale Machine Learning Technologies (ExaLearn)},
journal = {Int. J. High Perform. Comput. Appl.},
volume = {35},
number = {6},
pages = {598--616},
year = {2021},
url = {https://doi.org/10.1177/10943420211029302},
doi = {10.1177/10943420211029302},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhpca/AlexanderABBCCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/EswarKVP21,
author = {Srinivas Eswar and
Ramakrishnan Kannan and
Richard W. Vuduc and
Haesun Park},
title = {{ORCA:} Outlier detection and Robust Clustering for Attributed graphs},
journal = {J. Glob. Optim.},
volume = {81},
number = {4},
pages = {967--989},
year = {2021},
url = {https://doi.org/10.1007/s10898-021-01024-z},
doi = {10.1007/S10898-021-01024-Z},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/EswarKVP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toms/EswarHBKMP21,
author = {Srinivas Eswar and
Koby Hayashi and
Grey Ballard and
Ramakrishnan Kannan and
Michael A. Matheson and
Haesun Park},
title = {{PLANC:} Parallel Low-rank Approximation with Nonnegativity Constraints},
journal = {{ACM} Trans. Math. Softw.},
volume = {47},
number = {3},
pages = {20:1--20:37},
year = {2021},
url = {https://doi.org/10.1145/3432185},
doi = {10.1145/3432185},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/toms/EswarHBKMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acda/ShivakumarLKA21,
author = {Shruti Shivakumar and
Jiajia Li and
Ramakrishnan Kannan and
Srinivas Aluru},
editor = {Michael Bender and
John Gilbert and
Bruce Hendrickson and
Blair D. Sullivan},
title = {Efficient Parallel Sparse Symmetric Tucker Decomposition for High-Order
Tensors},
booktitle = {Proceedings of the 2021 {SIAM} Conference on Applied and Computational
Discrete Algorithms, {ACDA} 2021, Virtual Conference, July 19-21,
2021},
pages = {193--204},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976830.18},
doi = {10.1137/1.9781611976830.18},
timestamp = {Thu, 06 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acda/ShivakumarLKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BhaskaranKBP21,
author = {Rathakrishnan Bhaskaran and
Ramakrishnan Kannan and
Brian Barr and
Stephan Priebe},
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 = {Science-Guided Machine Learning for Wall-Modeled Large Eddy Simulation},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {1809--1816},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671436},
doi = {10.1109/BIGDATA52589.2021.9671436},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/BhaskaranKBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LimCCHPKP21,
author = {Seung{-}Hwan Lim and
Junghoon Chae and
Guojing Cong and
Drahomira Herrmannova and
Robert M. Patton and
Ramakrishnan Kannan and
Thomas E. Potok},
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 = {Visual Understanding of {COVID-19} Knowledge Graph for Predictive
Analysis},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {4381--4386},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9672055},
doi = {10.1109/BIGDATA52589.2021.9672055},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LimCCHPKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/SaoLKTVP21,
author = {Piyush Sao and
Hao Lu and
Ramakrishnan Kannan and
Vijay Thakkar and
Richard W. Vuduc and
Thomas E. Potok},
editor = {Erwin Laure and
Stefano Markidis and
Ana Lucia Verbanescu and
Jay F. Lofstead},
title = {Scalable All-pairs Shortest Paths for Huge Graphs on Multi-GPU Clusters},
booktitle = {{HPDC} '21: The 30th International Symposium on High-Performance Parallel
and Distributed Computing, Virtual Event, Sweden, June 21-25, 2021},
pages = {121--131},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3431379.3460651},
doi = {10.1145/3431379.3460651},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpdc/SaoLKTVP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/HasanIKYK21,
author = {S. M. Shamimul Hasan and
Neena Imam and
Ramakrishnan Kannan and
Srikanth B. Yoginath and
Kuldeep R. Kurte},
title = {Design Space Exploration of Emerging Memory Technologies for Machine
Learning Applications},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2021, Portland, OR, USA, June 17-21,
2021},
pages = {439--448},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IPDPSW52791.2021.00075},
doi = {10.1109/IPDPSW52791.2021.00075},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/HasanIKYK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KurteIKHY21,
author = {Kuldeep R. Kurte and
Neena Imam and
Ramakrishnan Kannan and
S. M. Shamimul Hasan and
Srikanth B. Yoginath},
title = {Co-design of Advanced Architectures for Graph Analytics using Machine
Learning},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2021, Portland, OR, USA, June 17-21,
2021},
pages = {298--307},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IPDPSW52791.2021.00053},
doi = {10.1109/IPDPSW52791.2021.00053},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/KurteIKHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/SchumanKDKSP21,
author = {Catherine D. Schuman and
Bill Kay and
Prasanna Date and
Ramakrishnan Kannan and
Piyush Sao and
Thomas E. Potok},
title = {Sparse Binary Matrix-Vector Multiplication on Neuromorphic Computers},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2021, Portland, OR, USA, June 17-21,
2021},
pages = {308--311},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IPDPSW52791.2021.00054},
doi = {10.1109/IPDPSW52791.2021.00054},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/SchumanKDKSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AbeBDEGHK21,
author = {Naoki Abe and
Kathleen Buckingham and
Bistra Dilkina and
Emre Eftelioglu and
Auroop R. Ganguly and
James Hodson and
Ramakrishnan Kannan},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Fragile Earth: Accelerating Progress towards Equitable Sustainability},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4102--4103},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469484},
doi = {10.1145/3447548.3469484},
timestamp = {Wed, 08 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AbeBDEGHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/RauschmayrKHOBH21,
author = {Nathalie Rauschmayr and
Vikas Kumar and
Rahul Huilgol and
Andrea Olgiati and
Satadal Bhattacharjee and
Nihal Harish and
Vandana Kannan and
Amol Lele and
Anirudh Acharya and
Jared Nielsen and
Lakshmi Ramakrishnan and
Ishan Bhatt and
Kohen Chia and
Neelesh Dodda and
Zhihan Li and
Jiacheng Gu and
Miyoung Choi and
Balajee Nagarajan and
Jeffrey Geevarghese and
Denis Davydenko and
Sifei Li and
Lu Huang and
Edward Kim and
Tyler Hill and
Krishnaram Kenthapadi},
editor = {Alex Smola and
Alex Dimakis and
Ion Stoica},
title = {Amazon SageMaker Debugger: {A} System for Real-Time Insights into
Machine Learning Model Training},
booktitle = {Proceedings of the Fourth Conference on Machine Learning and Systems,
MLSys 2021, virtual, April 5-9, 2021},
publisher = {mlsys.org},
year = {2021},
url = {https://proceedings.mlsys.org/paper\_files/paper/2021/hash/5c7cb28f9db7a96951df3f06fd0ccfaf-Abstract.html},
timestamp = {Fri, 28 Jun 2024 10:41:16 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/RauschmayrKHOBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/DevineniGSDMHKL21,
author = {Pravallika Devineni and
Panchapakesan Ganesh and
Nikhil Sivadas and
Abhijeet Dhakane and
Ketan Maheshwari and
Drahomira Herrmannova and
Ramakrishnan Kannan and
Seung{-}Hwan Lim and
Thomas E. Potok and
Jordan B. Chipka and
Priyantha Mudalige and
Mark Coletti and
Sajal Dash and
Arnab Kumar Paul and
Sarp Oral and
Feiyi Wang and
Bill Kay and
Melissa R. Allen{-}Dumas and
Christa Brelsford and
Joshua R. New and
Andy Berres and
Kuldeep R. Kurte and
Jibonananda Sanyal and
Levi Sweet and
Chathika Gunaratne and
Maxim A. Ziatdinov and
Rama K. Vasudevan and
Sergei V. Kalinin and
Olivera Kotevska and
Jean C. Bilheux and
Hassina Z. Bilheux and
Garrett E. Granroth and
Thomas Proffen and
Rick Riedel and
Peter F. Peterson and
Shruti R. Kulkarni and
Kyle P. Kelley and
Stephen Jesse and
Maryam Parsa},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific
Data Challenges Using Advanced Data Analytics and Edge Computing},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {361--382},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_21},
doi = {10.1007/978-3-030-96498-6\_21},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/DevineniGSDMHKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-11079,
author = {Aydin Bulu{\c{c}} and
Tamara G. Kolda and
Stefan M. Wild and
Mihai Anitescu and
Anthony M. DeGennaro and
John Jakeman and
Chandrika Kamath and
Ramakrishnan Kannan and
Miles E. Lopes and
Per{-}Gunnar Martinsson and
Kary L. Myers and
Jelani Nelson and
Juan M. Restrepo and
C. Seshadhri and
Draguna L. Vrabie and
Brendt Wohlberg and
Stephen J. Wright and
Chao Yang and
Peter Zwart},
title = {Randomized Algorithms for Scientific Computing {(RASC)}},
journal = {CoRR},
volume = {abs/2104.11079},
year = {2021},
url = {https://arxiv.org/abs/2104.11079},
eprinttype = {arXiv},
eprint = {2104.11079},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-11079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/f1000research/KannanRKER21,
author = {Rathimala Kannan and
Yonesh Reddiar and
Ramakrishnan Kannan and
Marrynal S. Eastaff and
Shobana Ramesh},
title = {Job characteristics of a Malaysian bank's anti-money laundering system
and its employees' job satisfaction},
journal = {F1000Research},
volume = {10},
pages = {1052},
year = {2021},
url = {https://doi.org/10.12688/f1000research.73234.1},
doi = {10.12688/F1000RESEARCH.73234.1},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/f1000research/KannanRKER21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/f1000research/KannanWOKA21,
author = {Rathimala Kannan and
Ivan Zhi Wei Wang and
Hway Boon Ong and
Ramakrishnan Kannan and
Andry Alamsyah},
title = {{COVID-19} impact: Customised economic stimulus package recommender
system using machine learning techniques},
journal = {F1000Research},
volume = {10},
pages = {932},
year = {2021},
url = {https://doi.org/10.12688/f1000research.72976.1},
doi = {10.12688/F1000RESEARCH.72976.1},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/f1000research/KannanWOKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/YoungHKR20,
author = {M. Todd Young and
Jacob D. Hinkle and
Ramakrishnan Kannan and
Arvind Ramanathan},
title = {Distributed Bayesian optimization of deep reinforcement learning algorithms},
journal = {J. Parallel Distributed Comput.},
volume = {139},
pages = {43--52},
year = {2020},
url = {https://doi.org/10.1016/j.jpdc.2019.07.008},
doi = {10.1016/J.JPDC.2019.07.008},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/YoungHKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Garcia-CardonaK20,
author = {Cristina Garcia{-}Cardona and
Ramakrishnan Kannan and
Travis Johnston and
Thomas Proffen and
Sudip K. Seal},
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 = {Structure Prediction from Neutron Scattering Profiles: {A} Data Sciences
Approach},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {1147--1155},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9377853},
doi = {10.1109/BIGDATA50022.2020.9377853},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/Garcia-CardonaK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/ManningBKP20,
author = {Lawton Manning and
Grey Ballard and
Ramakrishnan Kannan and
Haesun Park},
title = {Parallel Hierarchical Clustering using Rank-Two Nonnegative Matrix
Factorization},
booktitle = {27th {IEEE} International Conference on High Performance Computing,
Data, and Analytics, HiPC 2020, Pune, India, December 16-19, 2020},
pages = {141--150},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/HiPC50609.2020.00028},
doi = {10.1109/HIPC50609.2020.00028},
timestamp = {Wed, 05 May 2021 09:39:23 +0200},
biburl = {https://dblp.org/rec/conf/hipc/ManningBKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotstorage/KhalidRDK20,
author = {Baber Khalid and
Nolan Rudolph and
Ramakrishnan Durairajan and
Sudarsun Kannan},
editor = {Anirudh Badam and
Vijay Chidambaram},
title = {MicroMon: {A} Monitoring Framework for Tackling Distributed Heterogeneity},
booktitle = {12th {USENIX} Workshop on Hot Topics in Storage and File Systems,
HotStorage 2020, July 13-14, 2020},
publisher = {{USENIX} Association},
year = {2020},
url = {https://www.usenix.org/conference/hotstorage20/presentation/khalid},
timestamp = {Thu, 14 Oct 2021 09:47:55 +0200},
biburl = {https://dblp.org/rec/conf/hotstorage/KhalidRDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/PasrichaDPK20,
author = {Ravdeep S. Pasricha and
Pravallika Devineni and
Evangelos E. Papalexakis and
Ramakrishnan Kannan},
title = {Tensorized Feature Spaces for Feature Explosion},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {6298--6304},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412320},
doi = {10.1109/ICPR48806.2021.9412320},
timestamp = {Fri, 07 May 2021 08:42:33 +0200},
biburl = {https://dblp.org/rec/conf/icpr/PasrichaDPK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/SaoKGV20,
author = {Piyush Sao and
Ramakrishnan Kannan and
Prasun Gera and
Richard W. Vuduc},
editor = {Rajiv Gupta and
Xipeng Shen},
title = {A supernodal all-pairs shortest path algorithm},
booktitle = {PPoPP '20: 25th {ACM} {SIGPLAN} Symposium on Principles and Practice
of Parallel Programming, San Diego, California, USA, February 22-26,
2020},
pages = {250--261},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3332466.3374533},
doi = {10.1145/3332466.3374533},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppopp/SaoKGV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/EswarHBKVP20,
author = {Srinivas Eswar and
Koby Hayashi and
Grey Ballard and
Ramakrishnan Kannan and
Richard W. Vuduc and
Haesun Park},
editor = {Christine Cuicchi and
Irene Qualters and
William T. Kramer},
title = {Distributed-memory parallel symmetric nonnegative matrix factorization},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2020, Virtual Event / Atlanta,
Georgia, USA, November 9-19, 2020},
pages = {74},
publisher = {{IEEE/ACM}},
year = {2020},
url = {https://doi.org/10.1109/SC41405.2020.00078},
doi = {10.1109/SC41405.2020.00078},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/EswarHBKVP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KannanSLHTPVP20,
author = {Ramakrishnan Kannan and
Piyush Sao and
Hao Lu and
Drahomira Herrmannova and
Vijay Thakkar and
Robert M. Patton and
Richard W. Vuduc and
Thomas E. Potok},
editor = {Christine Cuicchi and
Irene Qualters and
William T. Kramer},
title = {Scalable knowledge graph analytics at 136 petaflop/s},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2020, Virtual Event / Atlanta,
Georgia, USA, November 9-19, 2020},
pages = {6},
publisher = {{IEEE/ACM}},
year = {2020},
url = {https://doi.org/10.1109/SC41405.2020.00010},
doi = {10.1109/SC41405.2020.00010},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/KannanSLHTPVP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/PVMVJRMRNSKKMV19,
author = {Husayn Ahmed P. and
Vidhya V. and
Ravi Prabhakar More and
Biju Viswanath and
Sanjeev Jain and
Mahendra S. Rao and
Odity Mukherjee and
Naren P. Rao and
Janardhanan C. Narayanaswamy and
Palanimuthu T. Sivakumar and
Arun Kandaswamy and
Muralidharan Kesavan and
Urvakhsh{-}Meherwan Mehta and
Ganesan Venkatasubramanian and
John P. John and
Meera Purushottam and
Ramakrishnan Kannan and
Bhupesh Mehta and
Thennarasu Kandavel and
B. Binukumar and
Jitender Saini and
Deepak Jayarajan and
A. Shyamsundar and
Sydney Moirangthem and
Kumar G. Vijay and
Jagadisha Thirthalli and
Prabha S. Chandra and
Bangalore N. Gangadhar and
Pratima Murthy and
Mitradas M. Panicker and
Upinder S. Bhalla and
Sumantra Chattarji and
Vivek Benegal and
Mathew Varghese and
Janardhan Y. C. Reddy and
Padinjat Raghu},
title = {INDEX-db: The Indian Exome Reference Database (Phase {I)}},
journal = {J. Comput. Biol.},
volume = {26},
number = {3},
pages = {225--234},
year = {2019},
url = {https://doi.org/10.1089/cmb.2018.0199},
doi = {10.1089/CMB.2018.0199},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcb/PVMVJRMRNSKKMV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/anrw/MisaKD19,
author = {Chris Misa and
Sudarsun Kannan and
Ramakrishnan Durairajan},
editor = {Phillipa Gill and
Jana Iyengar},
title = {Can we containerize internet measurements?},
booktitle = {Proceedings of the Applied Networking Research Workshop, {ANRW} 2019,
Montreal, Quebec, Canada, July 22, 2019},
pages = {52--58},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3340301.3341130},
doi = {10.1145/3340301.3341130},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/anrw/MisaKD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Garcia-CardonaK19,
author = {Cristina Garcia{-}Cardona and
Ramakrishnan Kannan and
Travis Johnston and
Thomas Proffen and
Katharine Page and
Sudip K. Seal},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Learning to Predict Material Structure from Neutron Scattering Data},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {4490--4497},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9005968},
doi = {10.1109/BIGDATA47090.2019.9005968},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/Garcia-CardonaK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HasanSKI19,
author = {S. M. Shamimul Hasan and
Drew Schmidt and
Ramakrishnan Kannan and
Neena Imam},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {A Scalable Graph Analytics Framework for Programming with Big Data
in {R} (pbdR)},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {4783--4792},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006155},
doi = {10.1109/BIGDATA47090.2019.9006155},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/HasanSKI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccnt/RamakrishnanRKN19,
author = {Ananth Hari Ramakrishnan and
Muthaiah Rajappa and
Krithivasan Kannan and
PV Lakshmi Narayanan and
Panagiotis E. Chatzistergos and
Nachiappan Chockalingam},
title = {Segmentation of Patellar tendon from Ultrasound Images using Active
Shape Models},
booktitle = {10th International Conference on Computing, Communication and Networking
Technologies, {ICCCNT} 2019, Kanpur, India, July 6-8, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCCNT45670.2019.8944550},
doi = {10.1109/ICCCNT45670.2019.8944550},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icccnt/RamakrishnanRKN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ics/SaoKLV19,
author = {Piyush Sao and
Ramakrishnan Kannan and
Xiaoye Sherry Li and
Richard W. Vuduc},
editor = {Rudolf Eigenmann and
Chen Ding and
Sally A. McKee},
title = {A communication-avoiding 3D sparse triangular solver},
booktitle = {Proceedings of the {ACM} International Conference on Supercomputing,
{ICS} 2019, Phoenix, AZ, USA, June 26-28, 2019},
pages = {127--137},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3330345.3330357},
doi = {10.1145/3330345.3330357},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ics/SaoKLV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppam/SaoK19,
author = {Piyush Sao and
Ramakrishnan Kannan},
editor = {Roman Wyrzykowski and
Ewa Deelman and
Jack J. Dongarra and
Konrad Karczewski},
title = {Multifrontal Non-negative Matrix Factorization},
booktitle = {Parallel Processing and Applied Mathematics - 13th International Conference,
{PPAM} 2019, Bialystok, Poland, September 8-11, 2019, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12043},
pages = {543--554},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43229-4\_46},
doi = {10.1007/978-3-030-43229-4\_46},
timestamp = {Thu, 19 Mar 2020 12:01:42 +0100},
biburl = {https://dblp.org/rec/conf/ppam/SaoK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01149,
author = {Srinivas Eswar and
Koby Hayashi and
Grey Ballard and
Ramakrishnan Kannan and
Michael A. Matheson and
Haesun Park},
title = {{PLANC:} Parallel Low Rank Approximation with Non-negativity Constraints},
journal = {CoRR},
volume = {abs/1909.01149},
year = {2019},
url = {http://arxiv.org/abs/1909.01149},
eprinttype = {arXiv},
eprint = {1909.01149},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChooKCLLLLKSSP18,
author = {Jaegul Choo and
Hannah Kim and
Edward Clarkson and
Zhicheng Liu and
Changhyun Lee and
Fuxin Li and
Hanseung Lee and
Ramakrishnan Kannan and
Charles D. Stolper and
John T. Stasko and
Haesun Park},
title = {VisIRR: {A} Visual Analytics System for Information Retrieval and
Recommendation for Large-Scale Document Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {1},
pages = {8:1--8:20},
year = {2018},
url = {https://doi.org/10.1145/3070616},
doi = {10.1145/3070616},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ChooKCLLLLKSSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KannanBP18,
author = {Ramakrishnan Kannan and
Grey Ballard and
Haesun Park},
title = {{MPI-FAUN:} An MPI-Based Framework for Alternating-Updating Nonnegative
Matrix Factorization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {3},
pages = {544--558},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2767592},
doi = {10.1109/TKDE.2017.2767592},
timestamp = {Mon, 19 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/KannanBP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HossainHGIKS18,
author = {Md Mosharaf Hossain and
Thomas M. Hines and
Sheikh K. Ghafoor and
Sheikh Rabiul Islam and
Ramakrishnan Kannan and
Sreenivas R. Sukumar},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {A Flexible-blocking Based Approach for Performance Tuning of Matrix
Multiplication Routines for Large Matrices with Edge Cases},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {3853--3862},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622013},
doi = {10.1109/BIGDATA.2018.8622013},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/HossainHGIKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ChoiSCLBHKKDPC18,
author = {Minsuk Choi and
Dear Sungbok Shin and
Jinho Choi and
Scott Langevin and
Christopher Bethune and
Philippe Horne and
Nathan Kronenfeld and
Ramakrishnan Kannan and
Barry L. Drake and
Haesun Park and
Jaegul Choo},
editor = {Regan L. Mandryk and
Mark Hancock and
Mark Perry and
Anna L. Cox},
title = {TopicOnTiles: Tile-Based Spatio-Temporal Event Analytics via Exclusive
Topic Modeling on Social Media},
booktitle = {Proceedings of the 2018 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2018, Montreal, QC, Canada, April 21-26, 2018},
pages = {583},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3173574.3174157},
doi = {10.1145/3173574.3174157},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/ChoiSCLBHKKDPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/XuBLK18,
author = {Luna Xu and
Ali Raza Butt and
Seung{-}Hwan Lim and
Ramakrishnan Kannan},
title = {A Heterogeneity-Aware Task Scheduler for Spark},
booktitle = {{IEEE} International Conference on Cluster Computing, {CLUSTER} 2018,
Belfast, UK, September 10-13, 2018},
pages = {245--256},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/CLUSTER.2018.00042},
doi = {10.1109/CLUSTER.2018.00042},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cluster/XuBLK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/BallardHK18,
author = {Grey Ballard and
Koby Hayashi and
Ramakrishnan Kannan},
title = {Parallel Nonnegative {CP} Decomposition of Dense Tensors},
booktitle = {25th {IEEE} International Conference on High Performance Computing,
HiPC 2018, Bengaluru, India, December 17-20, 2018},
pages = {22--31},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/HiPC.2018.00012},
doi = {10.1109/HIPC.2018.00012},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hipc/BallardHK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/KayaKB18,
author = {Oguz Kaya and
Ramakrishnan Kannan and
Grey Ballard},
title = {Partitioning and Communication Strategies for Sparse Non-negative
Matrix Factorization},
booktitle = {Proceedings of the 47th International Conference on Parallel Processing,
{ICPP} 2018, Eugene, OR, USA, August 13-16, 2018},
pages = {90:1--90:10},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3225058.3225127},
doi = {10.1145/3225058.3225127},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpp/KayaKB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbac-pad/YoungHRK18,
author = {M. Todd Young and
Jacob D. Hinkle and
Arvind Ramanathan and
Ramakrishnan Kannan},
title = {HyperSpace: Distributed Bayesian Hyperparameter Optimization},
booktitle = {30th International Symposium on Computer Architecture and High Performance
Computing, {SBAC-PAD} 2018, Lyon, France, September 24-27, 2018},
pages = {339--347},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CAHPC.2018.8645954},
doi = {10.1109/CAHPC.2018.8645954},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbac-pad/YoungHRK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07985,
author = {Grey Ballard and
Koby Hayashi and
Ramakrishnan Kannan},
title = {Parallel Nonnegative {CP} Decomposition of Dense Tensors},
journal = {CoRR},
volume = {abs/1806.07985},
year = {2018},
url = {http://arxiv.org/abs/1806.07985},
eprinttype = {arXiv},
eprint = {1806.07985},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejivp/AhamedCK17,
author = {A. Mohamed Uvaze Ahamed and
Eswaran Chikkannan and
Ramakrishnan Kannan},
title = {Lossy image compression based on prediction error and vector quantisation},
journal = {{EURASIP} J. Image Video Process.},
volume = {2017},
pages = {35},
year = {2017},
url = {https://doi.org/10.1186/s13640-017-0184-3},
doi = {10.1186/S13640-017-0184-3},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejivp/AhamedCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jise/EswaranKA17,
author = {C. Eswaran and
Ramakrishnan Kannan and
A. Mohamed Uvaze Ahamed},
title = {{CBIR} System Based On Prediction Errors},
journal = {J. Inf. Sci. Eng.},
volume = {33},
number = {2},
pages = {347--365},
year = {2017},
url = {https://jise.iis.sinica.edu.tw/JISESearch/pages/View/PaperView.jsf?keyId=155\_2041},
timestamp = {Fri, 17 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jise/EswaranKA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/XuLLBK17,
author = {Luna Xu and
Seung{-}Hwan Lim and
Min Li and
Ali Raza Butt and
Ramakrishnan Kannan},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {Scaling up data-parallel analytics platforms: Linear algebraic operation
cases},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {273--282},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8257935},
doi = {10.1109/BIGDATA.2017.8257935},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/XuLLBK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShinCCLBHKKDPC17,
author = {Dear Sungbok Shin and
Minsuk Choi and
Jinho Choi and
Scott Langevin and
Christopher Bethune and
Philippe Horne and
Nathan Kronenfeld and
Ramakrishnan Kannan and
Barry L. Drake and
Haesun Park and
Jaegul Choo},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {STExNMF: Spatio-Temporally Exclusive Topic Discovery for Anomalous
Event Detection},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {435--444},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.53},
doi = {10.1109/ICDM.2017.53},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShinCCLBHKKDPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KannanWAP17,
author = {Ramakrishnan Kannan and
Hyenkyun Woo and
Charu C. Aggarwal and
Haesun Park},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Outlier Detection for Text Data},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {489--497},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.55},
doi = {10.1137/1.9781611974973.55},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KannanWAP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KannanWAP17,
author = {Ramakrishnan Kannan and
Hyenkyun Woo and
Charu C. Aggarwal and
Haesun Park},
title = {Outlier Detection for Text Data : An Extended Version},
journal = {CoRR},
volume = {abs/1701.01325},
year = {2017},
url = {http://arxiv.org/abs/1701.01325},
eprinttype = {arXiv},
eprint = {1701.01325},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KannanWAP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SukumarKLM16,
author = {Sreenivas R. Sukumar and
Ramakrishnan Kannan and
Seung{-}Hwan Lim and
Michael A. Matheson},
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 = {Kernels for scalable data analysis in science: Towards an architecture-portable
future},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {1026--1031},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840703},
doi = {10.1109/BIGDATA.2016.7840703},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/SukumarKLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SukumarMKL16,
author = {Sreenivas R. Sukumar and
Michael A. Matheson and
Ramakrishnan Kannan and
Seung{-}Hwan Lim},
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 = {Mini-apps for high performance data analysis},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {1483--1492},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840756},
doi = {10.1109/BIGDATA.2016.7840756},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/SukumarMKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/KannanBP16,
author = {Ramakrishnan Kannan and
Grey Ballard and
Haesun Park},
editor = {Rafael Asenjo and
Tim Harris},
title = {A high-performance parallel algorithm for nonnegative matrix factorization},
booktitle = {Proceedings of the 21st {ACM} {SIGPLAN} Symposium on Principles and
Practice of Parallel Programming, PPoPP 2016, Barcelona, Spain, March
12-16, 2016},
pages = {9:1--9:11},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2851141.2851152},
doi = {10.1145/2851141.2851152},
timestamp = {Sun, 12 Jun 2022 19:46:08 +0200},
biburl = {https://dblp.org/rec/conf/ppopp/KannanBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/XuLBSK16,
author = {Luna Xu and
Seung{-}Hwan Lim and
Ali Raza Butt and
Sreenivas R. Sukumar and
Ramakrishnan Kannan},
title = {FatMan vs. LittleBoy: Scaling Up Linear Algebraic Operations in Scale-Out
Data Platforms},
booktitle = {1st Joint International Workshop on Parallel Data Storage and data
Intensive Scalable Computing Systems, PDSW-DISCS@SC 2016, Salt Lake,
UT, USA, November 14, 2016},
pages = {25--30},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/PDSW-DISCS.2016.009},
doi = {10.1109/PDSW-DISCS.2016.009},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/XuLBSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KannanBP16,
author = {Ramakrishnan Kannan and
Grey Ballard and
Haesun Park},
title = {{MPI-FAUN:} An MPI-Based Framework for Alternating-Updating Nonnegative
Matrix Factorization},
journal = {CoRR},
volume = {abs/1609.09154},
year = {2016},
url = {http://arxiv.org/abs/1609.09154},
eprinttype = {arXiv},
eprint = {1609.09154},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KannanBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/FairbanksKPB15,
author = {James P. Fairbanks and
Ramakrishnan Kannan and
Haesun Park and
David A. Bader},
title = {Behavioral clusters in dynamic graphs},
journal = {Parallel Comput.},
volume = {47},
pages = {38--50},
year = {2015},
url = {https://doi.org/10.1016/j.parco.2015.03.002},
doi = {10.1016/J.PARCO.2015.03.002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pc/FairbanksKPB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KannanBP15,
author = {Ramakrishnan Kannan and
Grey Ballard and
Haesun Park},
title = {A High-Performance Parallel Algorithm for Nonnegative Matrix Factorization},
journal = {CoRR},
volume = {abs/1509.09313},
year = {2015},
url = {http://arxiv.org/abs/1509.09313},
eprinttype = {arXiv},
eprint = {1509.09313},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KannanBP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KannanIP14,
author = {Ramakrishnan Kannan and
Mariya Ishteva and
Haesun Park},
title = {Bounded matrix factorization for recommender system},
journal = {Knowl. Inf. Syst.},
volume = {39},
number = {3},
pages = {491--511},
year = {2014},
url = {https://doi.org/10.1007/s10115-013-0710-2},
doi = {10.1007/S10115-013-0710-2},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/KannanIP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/FujimotoGHPKKMNP14,
author = {Richard Fujimoto and
Angshuman Guin and
Michael Hunter and
Haesun Park and
Gaurav Kanitkar and
Ramakrishnan Kannan and
Michael Milholen and
Sabra Neal and
Philip Pecher},
editor = {David Abramson and
Michael Lees and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {A Dynamic Data Driven Application System for Vehicle Tracking},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2014, Cairns, Queensland, Australia, 10-12 June, 2014},
series = {Procedia Computer Science},
volume = {29},
pages = {1203--1215},
publisher = {Elsevier},
year = {2014},
url = {https://doi.org/10.1016/j.procs.2014.05.108},
doi = {10.1016/J.PROCS.2014.05.108},
timestamp = {Tue, 20 Jun 2023 16:27:45 +0200},
biburl = {https://dblp.org/rec/conf/iccS/FujimotoGHPKKMNP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/ChooLKLLKSSDP14,
author = {Jaegul Choo and
Changhyun Lee and
Hannah Kim and
Hanseung Lee and
Zhicheng Liu and
Ramakrishnan Kannan and
Charles D. Stolper and
John T. Stasko and
Barry L. Drake and
Haesun Park},
editor = {Min Chen and
David S. Ebert and
Chris North},
title = {VisIRR: Visual analytics for information retrieval and recommendation
with large-scale document data},
booktitle = {9th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2014, Paris, France, October 25-31, 2014},
pages = {243--244},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/VAST.2014.7042511},
doi = {10.1109/VAST.2014.7042511},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieeevast/ChooLKLLKSSDP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KannanIP12,
author = {Ramakrishnan Kannan and
Mariya Ishteva and
Haesun Park},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Bounded Matrix Low Rank Approximation},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {319--328},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.131},
doi = {10.1109/ICDM.2012.131},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KannanIP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compute/KannanBAB11,
author = {Rajkumar Kannan and
M{\'{a}}ria Bielikov{\'{a}} and
Fr{\'{e}}d{\'{e}}ric Andr{\`{e}}s and
S. R. Balasundaram},
editor = {R. K. Shyamasundar and
Lokendra Shastri},
title = {Understanding honest feedbacks and opinions in academic environments},
booktitle = {Proceedings of the 4th Bangalore Annual Compute Conference, Compute
2011, Bangalore, India, March 25-26, 2011},
pages = {21},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1980422.1980443},
doi = {10.1145/1980422.1980443},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compute/KannanBAB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GhotingKPK11,
author = {Amol Ghoting and
Prabhanjan Kambadur and
Edwin P. D. Pednault and
Ramakrishnan Kannan},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {{NIMBLE:} a toolkit for the implementation of parallel data mining
and machine learning algorithms on mapreduce},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {334--342},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020464},
doi = {10.1145/2020408.2020464},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GhotingKPK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DasPDK11,
author = {Mahashweta Das and
Deepak Padmanabhan and
Prasad Deshpande and
Ramakrishnan Kannan},
title = {Fast Rule Mining Over Multi-Dimensional Windows},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {582--593},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.50},
doi = {10.1137/1.9781611972818.50},
timestamp = {Tue, 12 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/DasPDK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medes/KannanBA10,
author = {Rajkumar Kannan and
S. R. Balasundaram and
Fr{\'{e}}d{\'{e}}ric Andr{\`{e}}s},
editor = {Richard Chbeir},
title = {The role of mulsemedia in digital content ecosystem design},
booktitle = {{MEDES} '10: International {ACM} Conference on Management of Emergent
Digital EcoSystems, Bangkok, Thailand, October 26-29, 2010},
pages = {264--266},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1936254.1936305},
doi = {10.1145/1936254.1936305},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/medes/KannanBA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/BigusCDKMNPPSTW09,
author = {Joseph P. Bigus and
Upendra Chitnis and
Prasad M. Deshpande and
Ramakrishnan Kannan and
Mukesh K. Mohania and
Sumit Negi and
Deepak Padmanabhan and
Edwin P. D. Pednault and
Soujanya Soni and
Bipen K. Telkar and
Brian F. White},
editor = {Sanjay Chawla and
Kamalakar Karlapalem and
Vikram Pudi},
title = {{CRM} Analytics Framework},
booktitle = {Proceedings of the 15th International Conference on Management of
Data, December 9-12, 2009, International School of Information Management,
Mysore, India},
publisher = {Computer Society of India},
year = {2009},
url = {http://www.cse.iitb.ac.in/\&\#126;comad/2009/proceedings/R2\_2.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/BigusCDKMNPPSTW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wecwis/KannanGSN09,
author = {Ramakrishnan Kannan and
Dinesh Garg and
Karthik Subbian and
Y. Narahari},
editor = {Birgit Hofreiter and
Hannes Werthner},
title = {Nash Bargaining Based Ad Networks for Sponsored Search Auctions},
booktitle = {2009 {IEEE} Conference on Commerce and Enterprise Computing, {CEC}
2009, Vienna, Austria, July 20-23, 2009},
pages = {170--175},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.46},
doi = {10.1109/CEC.2009.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wecwis/KannanGSN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/KannanGSN08,
author = {Ramakrishnan Kannan and
Dinesh Garg and
Karthik Subbian and
Yadati Narahari},
title = {A Nash bargaining approach to retention enhancing bid optimization
in sponsored search auctions with discrete bids},
booktitle = {2008 {IEEE} International Conference on Automation Science and Engineering,
{IEEE} {CASE} 2008, Washington, DC, USA, August 23-26, 2008},
pages = {1007--1012},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/COASE.2008.4626517},
doi = {10.1109/COASE.2008.4626517},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/case/KannanGSN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/KannanE07,
author = {Ramakrishnan Kannan and
C. Eswaran},
title = {Lossless Compression Schemes for {ECG} Signals Using Neural Network
Predictors},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2007},
year = {2007},
url = {https://doi.org/10.1155/2007/35641},
doi = {10.1155/2007/35641},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/KannanE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsec/SubbianKGN07,
author = {Karthik Subbian and
Ramakrishnan Kannan and
Raghav Kumar Gautam and
Y. Narahari},
title = {Incentive Compatible Mechanisms for Group Ticket Allocation in Software
Maintenance Services},
booktitle = {14th Asia-Pacific Software Engineering Conference {(APSEC} 2007),
5-7 December 2007, Nagoya, Japan},
pages = {270--277},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/APSEC.2007.64},
doi = {10.1109/APSEC.2007.64},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apsec/SubbianKGN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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