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2021

50.

Radu Marculescu Sofia Hurtado, Justin Drake

Pruning Digital Contact Networks for Meso-scale Epidemics Surveillance Using Foursquare Data Inproceedings Forthcoming

In: Forthcoming.

Links | BibTeX | Tags: Epidemics, GPS, Mobility, Networks

2020

49.

Davis, Brian; Bhatt, Umang; Bhardwaj, Kartikeya; Marculescu, Radu; Moura, José MF

On network science and mutual information for explaining deep neural networks Inproceedings

In: ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 8399–8403, IEEE 2020.

Links | BibTeX | Tags: Networks

48.

Topirceanu, Alexandru; Udrescu, Mihai; Marculescu, Radu

Centralized and decentralized isolation strategies and their impact on the COVID-19 pandemic dynamics Journal Article

In: arXiv preprint arXiv:2004.04222, 2020.

Links | BibTeX | Tags: Epidemics, Networks

2019

47.

Lo, Chieh; Marculescu, Radu

MetaNN: accurate classification of host phenotypes from metagenomic data using neural networks Journal Article

In: Bmc Bioinformatics, 20 (12), pp. 314, 2019.

Links | BibTeX | Tags: Biological Networks, Networks

46.

Davis, Brian; Bhatt, Umang; Bhardwaj, Kartikeya; Marculescu, Radu; Moura, José

NIF: A Framework for Quantifying Neural Information Flow in Deep Networks Inproceedings

In: Workshop on Network Interpretability for Deep Learning@ AAAI Conf. on Artificial Intelligence (AAAI), Honolulu, 2019.

Links | BibTeX | Tags: Networks

45.

Hurtado, Sofia; Ray, Poushali; Marculescu, Radu

Bot Detection in Reddit Political Discussion Inproceedings

In: Proceedings of the Fourth International Workshop on Social Sensing, pp. 30–35, 2019.

Links | BibTeX | Tags: Networks, Social Networks

44.

Bhardwaj, Kartikeya; Lin, Ching-Yi; Sartor, Anderson; Marculescu, Radu

Memory-and communication-aware model compression for distributed deep learning inference on iot Journal Article

In: ACM Transactions on Embedded Computing Systems (TECS), 18 (5s), pp. 1–22, 2019.

Links | BibTeX | Tags: Edge AI, Featured, Model Compression & Optimization, Networks

2018

43.

Bhardwaj, Kartikeya; Marculescu, Radu

Dimensionality reduction via community detection in small sample datasets Inproceedings

In: Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 102–114, Springer, Cham 2018.

Links | BibTeX | Tags: Networks, Social Networks

42.

Topirceanu, Alexandru; Udrescu, Mihai; Marculescu, Radu

Weighted betweenness preferential attachment: A new mechanism explaining social network formation and evolution Journal Article

In: Scientific reports, 8 (1), pp. 1–14, 2018.

Links | BibTeX | Tags: Networks, Social Networks

41.

Lo, Chieh; Marculescu, Radu

PGLasso: Microbial Community Detection through Phylogenetic Graphical Lasso Journal Article

In: arXiv preprint arXiv:1807.08039, 2018.

Links | BibTeX | Tags: Biological Networks, Networks

40.

Bhardwaj, Kartikeya; Stamoulis, Dimitrios; Ding, Ruizhou; Marculescu, Diana; Marculescu, Radu

Computational Approaches for Incorporating Short-and Long-Term Dynamics in Smart Water Networks Incollection

In: Smart Water Grids, pp. 297–323, CRC Press, 2018.

Links | BibTeX | Tags: Networks

39.

Stanley-Marbell, Phillip; Marculescu, Diana; Marculescu, Radu; Khosla, Pradeep K

Modeling computational, sensing, and actuation surfaces Journal Article

In: Low-Power Processors and Systems on Chips, pp. 16–1, 2018.

Links | BibTeX | Tags: Networks

38.

Dong, Jiqian; Atulya, Gopaljee; Bhardwaj, Kartikeya; Marculescu, Radu

A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery Journal Article

In: arXiv preprint arXiv:1812.00141, 2018.

Links | BibTeX | Tags: Networks

37.

Goyal, Anshul; Bhardwaj, Kartikeya; Marculescu, Radu

Climate Anomalies vs Air Pollution: Carbon Emissions and Anomaly Networks Journal Article

In: arXiv preprint arXiv:1812.02634, 2018.

Links | BibTeX | Tags: Networks

2017

36.

Lo, Chieh; Bhardwaj, Kartikeya; Marculescu, Radu

Towards cell-based therapeutics: A bio-inspired autonomous drug delivery system Journal Article

In: Nano communication networks, 12 , pp. 25–33, 2017.

Links | BibTeX | Tags: Biological Networks, Networks

35.

Ding, Ruizhou; Stamoulis, Dimitrios; Bhardwaj, Kartikeya; Marculescu, Diana; Marculescu, Radu

Enhancing precipitation models by capturing multivariate and multiscale climate dynamics Inproceedings

In: Proceedings of the 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks, pp. 39–42, 2017.

Links | BibTeX | Tags: Networks

34.

Bhardwaj, Kartikeya; Marculescu, Radu

K-hop learning: a network-based feature extraction for improved river flow prediction Inproceedings

In: Proceedings of the 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks, pp. 15–18, 2017.

Links | BibTeX | Tags: Networks

33.

Condessa, Filipe; Marculescu, Radu

From ideas to social signals: Spatiotemporal analysis of social media dynamics Inproceedings

In: Proceedings of the 2nd International Workshop on Social Sensing, pp. 29–34, 2017.

Links | BibTeX | Tags: Networks, Social Networks

32.

Bhardwaj, Kartikeya; Marculescu, Radu

Non-Stationary Bayesian Learning for Global Sustainability Journal Article

In: IEEE Transactions on Sustainable Computing, 2 (3), pp. 304–316, 2017.

Links | BibTeX | Tags: Networks

31.

Koorehdavoudi, Hana; Bogdan, Paul; Wei, Guopeng; Marculescu, Radu; Zhuang, Jiang; Carlsen, Rika Wright; Sitti, Metin

Multi-fractal characterization of bacterial swimming dynamics: a case study on real and simulated serratia marcescens Journal Article

In: Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 473 (2203), pp. 20170154, 2017.

Links | BibTeX | Tags: Biological Networks, Networks

30.

Lo, Chieh; Marculescu, Radu

Inferring microbial interactions from metagenomic time-series using prior biological knowledge Inproceedings

In: Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics, pp. 168–177, 2017.

Links | BibTeX | Tags: Biological Networks, Networks

29.

Shah, Sohil; Raghavachari, Ashwin; Lo, Chieh; Marculescu, Radu

Molecular communication with DNA cellular storage system Inproceedings

In: Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, pp. 1–6, 2017.

Links | BibTeX | Tags: Biological Networks, Networks

28.

Bhardwaj, Kartikeya; Miu, HingOn; Marculescu, Radu

Discovering Hidden Knowledge in Carbon Emissions Data: A Multilayer Network Approach Inproceedings

In: International Conference on Discovery Science, pp. 223–238, Springer, Cham 2017.

Links | BibTeX | Tags: Networks

27.

Lo, Chieh; Marculescu, Radu

MPLasso: Inferring microbial association networks using prior microbial knowledge Journal Article

In: PLoS computational biology, 13 (12), pp. e1005915, 2017.

Links | BibTeX | Tags: Biological Networks, Networks

2016

26.

Lo, Chieh; Marculescu, Radu

Autonomous and adaptive control of populations of bacteria through environment regulation Inproceedings

In: International Conference on Computational Methods in Systems Biology, pp. 168–185, Springer, Cham 2016.

Links | BibTeX | Tags: Biological Networks, Networks

25.

Lo, Chieh; Bhardwaj, Kartikeya; Marculescu, Radu

An autonomous and adaptive bacteria-based drug delivery system Inproceedings

In: Proceedings of the 3rd ACM International Conference on Nanoscale Computing and Communication, pp. 1–6, 2016.

Links | BibTeX | Tags: Biological Networks, Networks

24.

Wei, Guopeng; Lo, Chieh; Walsh, Connor; Hiller, Luisa N; Marculescu, Radu

In Silico Evaluation of the Impacts of Quorum Sensing Inhibition (QSI) on strain competition and development of QSI resistance Journal Article

In: Scientific reports, 6 , pp. 35136, 2016.

Links | BibTeX | Tags: Biological Networks, Networks

23.

Topirceanu, Alexandru; Udrescu, Mihai; Vladutiu, Mircea; Marculescu, Radu

Tolerance-based interaction: A new model targeting opinion formation and diffusion in social networks Journal Article

In: PeerJ Computer Science, 2 , pp. e42, 2016.

Links | BibTeX | Tags: Networks, Social Networks

22.

Peng, Huan-Kai; Lee, Hao-Chih; Pan, Jia-Yu; Marculescu, Radu

Data-Driven Engineering of Social Dynamics: Pattern Matching and Profit Maximization Journal Article

In: PloS one, 11 (1), pp. e0146490, 2016.

Links | BibTeX | Tags: Networks, Social Networks

2015

21.

Bhardwaj, Kartikeya; Marculescu, Radu

Network-based modeling and analysis of cloud fraction and precipitation: A case study for the ohio river basin Inproceedings

In: Proceedings of the 1st ACM International Workshop on Cyber-Physical Systems for Smart Water Networks, pp. 1–6, 2015.

Links | BibTeX | Tags: Networks

20.

Wei, Guopeng; Walsh, Connor; Cazan, Irina; Marculescu, Radu

Molecular tweeting: unveiling the social network behind heterogeneous bacteria populations Inproceedings

In: Proceedings of the 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics, pp. 366–375, 2015.

Links | BibTeX | Tags: Biological Networks, Networks

19.

Lo, Chieh; Wei, Guopeng; Marculescu, Radu

Towards autonomous control of molecular communication in populations of bacteria Inproceedings

In: Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication, pp. 1–6, 2015.

Links | BibTeX | Tags: Biological Networks, Networks

18.

Peng, Huan-Kai; Marculescu, Radu

Multi-scale compositionality: identifying the compositional structures of social dynamics using deep learning Journal Article

In: PloS one, 10 (4), pp. e0118309, 2015.

Links | BibTeX | Tags: Featured, Networks, Social Networks

2014

17.

Bogdan, Paul; Deasy, Bridget M; Gharaibeh, Burhan; Roehrs, Timo; Marculescu, Radu

Heterogeneous structure of stem cells dynamics: statistical models and quantitative predictions Journal Article

In: Scientific reports, 4 , pp. 4826, 2014.

Links | BibTeX | Tags: Biological Networks, Networks

16.

Zhuang, Jiang; Wei, Guopeng; Carlsen, Rika Wright; Edwards, Matthew R; Marculescu, Radu; Bogdan, Paul; Sitti, Metin

Analytical modeling and experimental characterization of chemotaxis in serratia marcescens Journal Article

In: Physical Review E, 89 (5), pp. 52704, 2014.

Links | BibTeX | Tags: Biological Networks, Networks

15.

Wei, Guopeng; Marculescu, Radu

Don't Let History Repeat Itself: Optimal Multidrug Quorum Quenching of Pathogens Network Inproceedings

In: Proceedings of ACM The First Annual International Conference on Nanoscale Computing and Communication, pp. 1–9, 2014.

Links | BibTeX | Tags: Biological Networks, Networks

14.

Wei, Guopeng; Marculescu, Radu

Miniature devices in the wild: Modeling molecular communication in complex extracellular spaces Journal Article

In: IEEE Journal on Selected Areas in Communications, 32 (12), pp. 2344–2353, 2014.

Links | BibTeX | Tags: Biological Networks, Networks

2013

13.

Peng, Huan-Kai; Marculescu, Radu

Identifying dynamics and collective behaviors in microblogging traces Inproceedings

In: Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, pp. 846–853, 2013.

Links | BibTeX | Tags: Networks

12.

Wei, Guopeng; Bogdan, Paul; Marculescu, Radu

Bumpy rides: Modeling the dynamics of chemotactic interacting bacteria Journal Article

In: IEEE Journal on Selected Areas in Communications, 31 (12), pp. 879–890, 2013.

Links | BibTeX | Tags: Biological Networks, Networks

11.

Wei, Guopeng; Bogdan, Paul; Marculescu, Radu

Efficient modeling and simulation of bacteria-based nanonetworks with BNSim Journal Article

In: IEEE Journal on Selected Areas in Communications, 31 (12), pp. 868–878, 2013.

Links | BibTeX | Tags: Biological Networks, BNSim, Networks

2012

10.

Bogdan, Paul; Wei, Guopeng; Marculescu, Radu

Modeling populations of micro-robots for biological applications Inproceedings

In: 2012 IEEE International Conference on Communications (ICC), pp. 6188–6192, IEEE 2012.

Links | BibTeX | Tags: Biological Networks, Networks

2011

9.

Bogdan, Paul; Marculescu, Radu

A fractional calculus approach to modeling fractal dynamic games Inproceedings

In: 2011 50th IEEE Conference on Decision and Control and European Control Conference, pp. 255–260, IEEE 2011.

Links | BibTeX | Tags: Networks

8.

Bevilacqua, Cory; Bogdan, Paul; Marculescu, Radu

Exploring congestion phase transitions in vehicular traffic via topology and driver behavior modeling Inproceedings

In: 2011 IEEE Forum on Integrated and Sustainable Transportation Systems, pp. 115–121, IEEE 2011.

Links | BibTeX | Tags: Networks

2010

7.

Marculescu, Radu

On-chip networks: Two sides of the same coin Journal Article

In: IEEE Annals of the History of Computing, 27 (4), pp. 80–80, 2010.

Links | BibTeX | Tags: Embedded Systems, Networks, Systems

2008

6.

Marculescu, Radu; Bogdan, Paul

The Chip Is the Network Miscellaneous

2008.

Links | BibTeX | Tags: Embedded Systems, Networks, Systems

2007

5.

Marculescu, Radu; Nikolic, Borivoje; Sangiovanni-Vincentelli, Alberto

Fresh air: the emerging landscape of design for networked embedded systems Inproceedings

In: Proceedings of the 5th IEEE/ACM international conference on Hardware/software codesign and system synthesis, pp. 124–124, 2007.

Links | BibTeX | Tags: Embedded Systems, Networks, Systems

2006

4.

Marculescu, Radu; Rabaey, Jan; Sangiovanni-Vincentelli, Alberto

Is “Network” the Next “Big Idea” in Design? Inproceedings

In: Proceedings of the Design Automation & Test in Europe Conference, pp. 1–3, IEEE 2006.

Links | BibTeX | Tags: Embedded Systems, Networks, Systems

2005

3.

Hu, Jingcao; Marculescu, Radu

Communication and task scheduling of application-specific networks-on-chip Journal Article

In: IEE Proceedings-Computers and Digital Techniques, 152 (5), pp. 643–651, 2005.

Links | BibTeX | Tags: Embedded Systems, Networks, Systems

2004

2.

Hu, Xiaoping; Marculescu, Radu

Adaptive data partitioning for ambient multimedia Inproceedings

In: Proceedings of the 41st annual Design Automation Conference, pp. 562–565, 2004.

Links | BibTeX | Tags: Networks

0000

1.

Radu Marculescu Sofia Hurtado, Justin Drake

Pruning Digital Contact Networks for Meso-scale Epidemic Surveillance Using Foursquare Data Inproceedings Forthcoming

In: Forthcoming.

Links | BibTeX | Tags: Epidemics, GPS, Mobility, Networks