@inproceedings{nokey,

title = {INDENT: Incremental Online Decision Tree Training for Domain-Specific Systems-on-Chip},

author = {Krishnakumar, Anish and Marculescu, Radu and Ogras, Umit Y},

url = {https://dl.acm.org/doi/abs/10.1145/3508352.3549436},

year  = {2022},

date = {2022-10-30},

urldate = {2022-10-30},

booktitle = {Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design (ICCAD)},

pages = {1-9},

keywords = {Embedded Systems, Model Compression \& Optimization, Networks, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hurtado2021Q,

title = {Quarantine in Motion: a Graph Learning Framework to Reduce Disease Transmission without Lockdown},

author = {Hurtado, Sofia and Marculescu, Radu and Drake, Justin},

url = {https://www.computer.org/csdl/proceedings-article/asonam/2022/10068686/1LKx2S41yBa},

year  = {2022},

date = {2022-10-06},

urldate = {2022-10-06},

booktitle = {Proceedings of the 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2022)},

keywords = {Epidemics, Mobility, Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hurtado2021b,

title = {Pruning Digital Contact Networks for Meso-scale Epidemics Surveillance Using Foursquare Data},

author = {Hurtado, Sofia and Marculescu, Radu and Drake, Justin and Srinivasan, Ravi },

url = {https://www.medrxiv.org/content/10.1101/2021.09.29.21264175v1.full.pdf},

year  = {2021},

date = {2021-11-11},

urldate = {2021-11-11},

booktitle = {ACM/IEEE Intl. Conf. on Advances in Social Network Analysis and Mining (ASONAM)},

keywords = {Epidemics, GPS, Mobility, Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{davis2020network,

title = {On network science and mutual information for explaining deep neural networks},

author = {Brian Davis and Umang Bhatt and Kartikeya Bhardwaj and Radu Marculescu and Jos\'{e} MF Moura},

url = {https://arxiv.org/abs/1901.08557},

year  = {2020},

date = {2020-01-01},

booktitle = {ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},

pages = {8399--8403},

organization = {IEEE},

keywords = {Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{davis2019nif,

title = {NIF: A Framework for Quantifying Neural Information Flow in Deep Networks},

author = {Brian Davis and Umang Bhatt and Kartikeya Bhardwaj and Radu Marculescu and Jos\'{e} Moura},

url = {https://www.researchgate.net/publication/330617755_NIF_A_Framework_for_Quantifying_Neural_Information_Flow_in_Deep_Networks},

year  = {2019},

date = {2019-01-01},

booktitle = {Workshop on Network Interpretability for Deep Learning@ AAAI Conf. on Artificial Intelligence (AAAI), Honolulu},

keywords = {Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hurtado2019bot,

title = {Bot Detection in Reddit Political Discussion},

author = {Sofia Hurtado and Poushali Ray and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/3313294.3313386},

year  = {2019},

date = {2019-01-01},

booktitle = {Proceedings of the Fourth International Workshop on Social Sensing},

pages = {30--35},

keywords = {Networks, Social Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bhardwaj2018dimensionality,

title = {Dimensionality reduction via community detection in small sample datasets},

author = {Kartikeya Bhardwaj and Radu Marculescu},

url = {https://link.springer.com/chapter/10.1007/978-3-319-93040-4_9},

year  = {2018},

date = {2018-01-01},

booktitle = {Pacific-Asia Conference on Knowledge Discovery and Data Mining},

pages = {102--114},

organization = {Springer, Cham},

keywords = {Networks, Social Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ding2017enhancing,

title = {Enhancing precipitation models by capturing multivariate and multiscale climate dynamics},

author = {Ruizhou Ding and Dimitrios Stamoulis and Kartikeya Bhardwaj and Diana Marculescu and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/3055366.3055374},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks},

pages = {39--42},

keywords = {Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bhardwaj2017k,

title = {K-hop learning: a network-based feature extraction for improved river flow prediction},

author = {Kartikeya Bhardwaj and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/3055366.3055371},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks},

pages = {15--18},

keywords = {Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{condessa2017ideas,

title = {From ideas to social signals: Spatiotemporal analysis of social media dynamics},

author = {Filipe Condessa and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/3055601.3055609},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 2nd International Workshop on Social Sensing},

pages = {29--34},

keywords = {Networks, Social Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lo2017inferring,

title = {Inferring microbial interactions from metagenomic time-series using prior biological knowledge},

author = {Chieh Lo and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/3107411.3107435},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics},

pages = {168--177},

keywords = {Biological Networks, Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{shah2017molecular,

title = {Molecular communication with DNA cellular storage system},

author = {Sohil Shah and Ashwin Raghavachari and Chieh Lo and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/3109453.3109467},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication},

pages = {1--6},

keywords = {Biological Networks, Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bhardwaj2017discovering,

title = {Discovering Hidden Knowledge in Carbon Emissions Data: A Multilayer Network Approach},

author = {Kartikeya Bhardwaj and HingOn Miu and Radu Marculescu},

url = {https://link.springer.com/chapter/10.1007/978-3-319-67786-6_16},

year  = {2017},

date = {2017-01-01},

booktitle = {International Conference on Discovery Science},

pages = {223--238},

organization = {Springer, Cham},

keywords = {Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lo2016autonomous,

title = {Autonomous and adaptive control of populations of bacteria through environment regulation},

author = {Chieh Lo and Radu Marculescu},

url = {https://link.springer.com/chapter/10.1007/978-3-319-45177-0_11},

year  = {2016},

date = {2016-01-01},

booktitle = {International Conference on Computational Methods in Systems Biology},

pages = {168--185},

organization = {Springer, Cham},

keywords = {Biological Networks, Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lo2016autonomousb,

title = {An autonomous and adaptive bacteria-based drug delivery system},

author = {Chieh Lo and Kartikeya Bhardwaj and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/2967446.2967458},

year  = {2016},

date = {2016-01-01},

booktitle = {Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication},

pages = {1--6},

keywords = {Biological Networks, Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bhardwaj2015network,

title = {Network-based modeling and analysis of cloud fraction and precipitation: A case study for the ohio river basin},

author = {Kartikeya Bhardwaj and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/2738935.2738947},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the 1st ACM International Workshop on Cyber-Physical Systems for Smart Water Networks},

pages = {1--6},

keywords = {Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wei2015molecular,

title = {Molecular tweeting: unveiling the social network behind heterogeneous bacteria populations},

author = {Guopeng Wei and Connor Walsh and Irina Cazan and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/2808719.2808757},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics},

pages = {366--375},

keywords = {Biological Networks, Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lo2015towards,

title = {Towards autonomous control of molecular communication in populations of bacteria},

author = {Chieh Lo and Guopeng Wei and Radu Marculescu},

url = {https://dl.acm.org/doi/10.1145/2800795.2800822},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication},

pages = {1--6},

keywords = {Biological Networks, Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{wei2014don,

title = {Don't Let History Repeat Itself: Optimal Multidrug Quorum Quenching of Pathogens Network},

author = {Guopeng Wei and Radu Marculescu},

url = {https://dl.acm.org/doi/abs/10.1145/2619955.2619977},

year  = {2014},

date = {2014-01-01},

booktitle = {Proceedings of ACM The First Annual International Conference on Nanoscale Computing and Communication},

pages = {1--9},

keywords = {Biological Networks, Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{peng2013identifying,

title = {Identifying dynamics and collective behaviors in microblogging traces},

author = {Huan-Kai Peng and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/6785800},

year  = {2013},

date = {2013-01-01},

booktitle = {Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining},

pages = {846--853},

keywords = {Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bogdan2012modeling,

title = {Modeling populations of micro-robots for biological applications},

author = {Paul Bogdan and Guopeng Wei and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/6364979},

year  = {2012},

date = {2012-01-01},

booktitle = {2012 IEEE International Conference on Communications (ICC)},

pages = {6188--6192},

organization = {IEEE},

keywords = {Biological Networks, Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bogdan2011fractional,

title = {A fractional calculus approach to modeling fractal dynamic games},

author = {Paul Bogdan and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/6161323},

year  = {2011},

date = {2011-01-01},

booktitle = {2011 50th IEEE Conference on Decision and Control and European Control Conference},

pages = {255--260},

organization = {IEEE},

keywords = {Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bevilacqua2011exploring,

title = {Exploring congestion phase transitions in vehicular traffic via topology and driver behavior modeling},

author = {Cory Bevilacqua and Paul Bogdan and Radu Marculescu},

url = {https://ieeexplore.ieee.org/document/5973652},

year  = {2011},

date = {2011-01-01},

booktitle = {2011 IEEE Forum on Integrated and Sustainable Transportation Systems},

pages = {115--121},

organization = {IEEE},

keywords = {Networks},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{marculescu2007fresh,

title = {Fresh air: the emerging landscape of design for networked embedded systems},

author = {Radu Marculescu and Borivoje Nikolic and Alberto Sangiovanni-Vincentelli},

url = {https://ieeexplore.ieee.org/document/5753825},

year  = {2007},

date = {2007-01-01},

booktitle = {Proceedings of the 5th IEEE/ACM international conference on Hardware/software codesign and system synthesis},

pages = {124--124},

keywords = {Embedded Systems, Networks, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{marculescu2006network,

title = {Is “Network” the Next “Big Idea” in Design?},

author = {Radu Marculescu and Jan Rabaey and Alberto Sangiovanni-Vincentelli},

url = {https://ieeexplore.ieee.org/abstract/document/1656885?casa_token=1rrdgtTD4F4AAAAA:eDvYafmkTVAH8Zpg4EV1U9Ew2PYF9c0U5_K78xFmyIW30L0P3MHJm9BPtxMdsN6cX3elmyjhrA},

year  = {2006},

date = {2006-01-01},

booktitle = {Proceedings of the Design Automation \& Test in Europe Conference},

volume = {1},

pages = {1--3},

organization = {IEEE},

keywords = {Embedded Systems, Networks, Systems},

pubstate = {published},

tppubtype = {inproceedings}

}