@inproceedings{moomtaheen2022dna,
  title={DNA-Stabilized Silver Nanocluster Design via Regularized Variational Autoencoders},
  author={Moomtaheen, Fariha and Killeen, Matthew and Oswald, James and Gonzalez-Rosell, Anna and Mastracco, Peter and Gorovits, Alexander and Copp, Stacy M. and Bogdanov, Petko},
  booktitle={Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)},
  year={2022},
  url={http://www.cs.albany.edu/~petko/lab/papers/mkoggcb2022kdd.pdf}
}


@inproceedings{yuan2022understanding,
  title={Understanding Drivers and Challenges of Multi-actor Collaborations at the Local Level.},
  author={Yuan, Qianli and Doke, Karyn and Gasco-Hernandez, Mila and Gil-Garcia, Jose Ramon and Zheleva, Mariya and Bogdanov, Petko},
  booktitle={HICSS},
  pages={1--11},
  year={2022},
  url={https://scholarspace.manoa.hawaii.edu/items/1db6746f-5db3-4db5-be88-9a4bf0e89fb5/full}
}


@inproceedings{mcneil2022saga,
    title={SAGA: Signal-Aware Graph Aggregation},
    author={McNeil, Maxwell and Ma, Boya and Bogdanov, Petko},
    booktitle={Proceedings of SIAM International Conference on Data Mining (SDM)},
    year={2022},
    url = {http://www.cs.albany.edu/~petko/lab/papers/mmb2022sdm.pdf}
}

@inproceedings{gorovits2021myron,
    author = {Gorovits, Alexander and Zhang, Lin and Gujral, Ekta and Papalexakis, Evangelos and Bogdanov, Petko},
    title = {Mining Bursty Groups from Interaction Data},
    year = {2021},
    isbn = {9781450384469},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    booktitle = {Proceedings of the 30th ACM International Conference on Information & Knowledge Management},
    pages = {596–605},
    numpages = {10},
    url = {http://www.cs.albany.edu/~petko/lab/papers/gzgpb2021cikm.pdf}
}


@inproceedings{mcneil2021tgsd,
    title={Temporal Graph Signal Decomposition},
    author={McNeil, Maxwell and Zhang, Lin and Bogdanov, Petko},
    booktitle={ACM International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD 2021)},
    year={2021},
    url = {http://www.cs.albany.edu/~petko/lab/papers/mzb2021kdd.pdf}
}

@inproceedings{core2021secon,
    author = {Gorovits, Alexander and Doke, Karyn and Zhang, Lin and Zheleva, Mariya and Bogdanov, Petko},
    booktitle = {Proceedings of the IEEE International Conference on Sensing, Communication and Networking (SECON 2021)}, 
    title = {{CORE:} Connectivity Optimization via {RE}inforcement Learning in WANETs},
    year = {2021},
    url = {http://www.cs.albany.edu/~petko/lab/papers/gdzzb2021secon.pdf}
}

@inproceedings{modeless2021secon,
    author = {Xiong, Wei and Bogdanov, Petko and  Zheleva, Mariya},
    booktitle = {Proceedings of the IEEE International Conference on Sensing, Communication and Networking (SECON 2021)}, 
    title = {{MODELESS:} {MOD}ulation r{E}cognition with {L}imit{E}d Supervi{S}ion},
    year = {2021},
    url = {http://www.cs.albany.edu/~petko/lab/papers/xbz2021secon.pdf}
}


@article{fractals2021,
  author = {Xiong, Wei and Zhang, Lin and McNeil, Maxwel and Bogdanov, Petko and Zheleva, Mariya},
  title = {SYMMeTRy: Exploiting MIMO Self-Similarity for Under-Determined Modulation Recognition},
  year = {2021},
  journal = {IEEE Transactions on Mobile Computing (TMC)},
  url = {http://www.cs.albany.edu/~mariya/lab/papers/symmetry_tmc21.pdf}
}


@article{zhang2021pkdd,
    author = { Zhang, Lin and Zhang, Wenyu and McNeil, Maxwell and Chengwang, Nachuan and Matteson, David and Bogdanov, Petko},
    journal = {Data Mining and Knowledge Discovery (DAMI)},
    title = {AURORA: A Unified fRamework fOR Anomaly detection on multivariate time series.},
    year = {2021},
    url = { http://www.cs.albany.edu/~petko/lab/papers/zzmcmb2021pkdd.pdf}
}

@inproceedings{gascodhicss21,
    author = {Yuan, Qianli and Gulatee, Yenisel and Gasco-Hernandez, Mila and Zheleva, Mariya and Bogdanov, Petko and Gil-Garcia, J. Ramon},
    booktitle = {Hawaii International Conference on System Sciences 2021 (HICSS 2021)}, 
    title = {Understanding the Determinants of Adoption and Use of Information and Communication Technologies for Emergency Management: Proposing a Research Agenda based on Existing Academic Literature},
    year = {2021},
    url = {http://www.cs.albany.edu/~mariya/lab/papers/hicss21.pdf}
}


@article{doke2020supporting,
  title={Supporting Resilience in Rural Emergency Preparedness and Response Through Improved Information Access},
  author={Doke, Karyn and Yuan, Qianli and Gasco-Hernandez, Mila and Sutherland-Mitzer, Megan and Gil-Garcia, J Ramon and Bogdanov, Petko and Zheleva, Mariya},
  journal={GetMobile: Mobile Computing and Communications},
  volume={24},
  number={2},
  pages={5--11},
  year={2020},
  publisher={ACM New York, NY, USA},
  url = { https://dl.acm.org/doi/10.1145/3427384.3427386 }
}

@inproceedings{xiong2020towards,
  title={Towards scalable zero-shot modulation recognition},
  author={Xiong, Wei and Bogdanov, Petko and Zheleva, Mariya},
  booktitle={IEEE 91st Vehicular Technology Conference VTC 2020-Fall},
  year={2020},
  url={ http://www.cs.albany.edu/~petko/lab/papers/zbz2020vtc.pdf}
}


@inproceedings{zhang2020icdm,
    author = { Zhang, Lin and Gorovits, Alexander and Zhang, Wenyu and Bogdanov, Petko},
    booktitle = {Proceedings of the 20th IEEE International Conference on Data Mining (ICDM)},
    title = {Learning Periods from Incomplete Multivariate Time Series},
    year = { 2020 },
    url = { http://www.cs.albany.edu/~petko/lab/papers/zgzb2020icdm.pdf }
}

@inproceedings{zhang2020dsaa,
    author = { Zhang, Lin and Bogdanov, Petko},
    booktitle = {Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics (DSAA)},
    title = {Period Estimation For Incomplete Time Series},
    year = { 2020 },
    url = { http://www.cs.albany.edu/~petko/lab/papers/zb2020dsaa.pdf }
}

@article{xiong2020linksiq,
  title={LinksIQ: Robust and Efficient Modulation Recognition with Imperfect Spectrum Scans},
  author={Xiong, Wei and Doke, Karyn and Bogdanov, Petko and Zheleva, Mariya},
  journal={arXiv preprint arXiv:2005.04149},
  year={2020},
  url={http://www.cs.albany.edu/~petko/lab/papers/xdbz2020.pdf}
}

@inproceedings{fractals2020,
  author = { Xiong, Wei and Zhang, Lin and McNeil, Maxwel and Bogdanov, Petko and Zheleva, Mariya},
  title = {Exploiting Self-Similarity for Under-Determined MIMO Modulation Recognition},
  year = {2020},
  booktitle = {IEEE International Conference on Computer Communications (IEEE INFOCOM 2020)},
  url = {http://www.cs.albany.edu/~mariya/lab/papers/fractals_infocom20.pdf}
}

@inproceedings{zhang2019icdm,
    author = { Zhang, Lin and Gorovits, Alexander and Bogdanov, Petko},
    booktitle = {Proceedings of the IEEE International Conference on Data Mining (ICDM)},
    title = { PERCeIDs: Periodic community detection.},
    year = { 2019 },
    url = { http://www.cs.albany.edu/~petko/lab/papers/zgb2019icdm.pdf }
}

@inproceedings{ditursi2019icdm,
    author = { DiTursi, Daniel J and Kaminski, Carolyn S and Bogdanov, Petko},
    booktitle = {Proceedings of the IEEE International Conference on Data Mining (ICDM)},
    title = {Set Your Clock:  Optimal timeline for network processes.},
    year = { 2019 },
    url = { http://www.cs.albany.edu/~petko/lab/papers/dkb2019icdm.pdf }
}

@article{AmelkinTKDD2019,
    author = {Amelkin, Victor and Bogdanov, Petko and Singh, Ambuj}, 
    title = {A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks},
    Journal = {ACM Transactions on Knowledge Discovery from Data (TKDD)}, 
    year = {2019},
    url = {http://www.cs.albany.edu/~petko/lab/papers/abstkdd2019.pdf}
}

@inproceedings{gascodgo2019,
    author = {Gasco-Hernandez, Mila and Zheleva, Mariya and Bogdanov, Petko and Gil-Garcia, J. Ramon },
    booktitle = {Proceedings of the 20th Annual International Conference on Digital Government Research (dg.o 2019)}, 
    title = {Towards a Socio-Technical Framework for Bridging the Digital Divide in Rural Emergency Preparedness and Response: Integrating User Adoption, Heterogeneous Wide Area Networks, and Advanced Data Science},
    year = {2019},
    url = { http://www.cs.albany.edu/~petko/lab/papers/gzbgdgo2019.pdf}
}

@inproceedings{zhang2019dsl,
    author = { Zhang, Lin and Bogdanov, Petko},
    booktitle = {Proceedings of SIAM International Conference on Data Mining (SDM)},
    title = { DSL: Discriminative Subgraph Learning via Sparse Self-Representation },
    year = { 2019 },
    url = { http://www.cs.albany.edu/~petko/lab/papers/zbsdm2019.pdf }
}

@inproceedings{xiong2019modrec,
  title={Robust and Efficient Modulation Recognition Based on Local Sequential IQ Features},
  author={Xiong, Wei and Bogdanov, Petko and Zheleva, Mariya},
  booktitle={IEEE International Conference on Computer Communications (IEEE INFOCOM 2019)},
  year={2019},
  url = {http://www.cs.albany.edu/~petko/lab/papers/xbzinfocom2019.pdf}
}


@inproceedings{joshi2018efficient,
  title={An Efficient System for Subgraph Discovery},
  author={Joshi, Aparna and Zhang, Yu and Bogdanov, Petko and Hwang, Jeong-Hyon},
  booktitle={2018 IEEE International Conference on Big Data (Big Data)},
  pages={703--712},
  year={2018},
  organization={IEEE},
  url={http://www.cs.albany.edu/~petko/lab/papers/jzbhbigdata2018.pdf}
}

@inproceedings{zheleva2018airpress,
  title={AirPress: High-accuracy spectrum summarization using compressed scans},
  author={Zheleva, Mariya and Larock, Timothy and Schmitt, Paul and Bogdanov, Petko},
  booktitle={2018 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)},
  pages={1--5},
  year={2018},
  organization={IEEE},
  url={http://www.cs.albany.edu/~petko/lab/papers/zlsbdyspan2018.pdf}
}

@article{swasey2018adaptation,
  title={Adaptation of a visible wavelength fluorescence microplate reader for discovery of near-infrared fluorescent probes},
  author={Swasey, Steven M and Nicholson, Hunter C and Copp, Stacy M and Bogdanov, Petko and Gorovits, Alexander and Gwinn, Elisabeth G},
  journal={Review of Scientific Instruments},
  volume={89},
  number={9},
  pages={095111},
  year={2018},
  publisher={AIP Publishing},
  url={https://aip.scitation.org/doi/10.1063/1.5023258}
}

@article{copp2018fluorescence,
  title={Fluorescence color by data-driven design of genomic silver clusters},
  author={Copp, Stacy M and Gorovits, Alexander and Swasey, Steven M and Gudibandi, Sruthi and Bogdanov, Petko and Gwinn, Elisabeth G},
  journal={ACS nano},
  volume={12},
  number={8},
  pages={8240--8247},
  year={2018},
  publisher={ACS Publications},
  url={https://pubs.acs.org/doi/abs/10.1021/acsnano.8b03404}
}

@inproceedings{Zheleva2018compresed, 
    author={M. Zheleva and T. Larock and P. Schmitt and P. Bogdanov}, 
    booktitle={IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)}, 
    title={Efficient spectrum summarization using compressed spectrum scans}, 
    year={2018}, 
    doi={10.1109/INFCOMW.2018.8407002}, 
    month={April},
    url = {http://www.cs.albany.edu/~petko/lab/papers/zlsinfocomws2018.pdf}
}

@article{swasey2018high,
  title={High throughput near infrared screening discovers DNA-templated silver clusters with peak fluorescence beyond 950 nm},
  author={Swasey, Steven M and Copp, Stacy M and Nicholson, Hunter C and Gorovits, Alexander and Bogdanov, Petko and Gwinn, Elisabeth G},
  journal={Nanoscale},
  volume={10},
  number={42},
  pages={19701--19705},
  year={2018},
  publisher={Royal Society of Chemistry},
  url={https://pubs.rsc.org/en/content/articlelanding/2018/nr/c8nr05781h#!divAbstract}
}

@inproceedings{gorovits2018larc,
    title={LARC: Learning Activity-Regularized Overlapping Communities Across Time},
    author={Gorovits, Alexander and Gurjal, Ekta and Papalexakis, Vagelis and Bogdanov, Petko},
    booktitle={ACM International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD 2018)},
    year={2018},
    url = {http://www.cs.albany.edu/~petko/lab/papers/ggpbkdd2018.pdf}
}


@inproceedings{zheleva2018airview,
  title={AirVIEW: Unsupervised transmitter detection for next generation spectrum sensing},
  author={Zheleva, Mariya and Bogdanov, Petko and Larock, Timothy and Schmitt, Paul},
  booktitle={IEEE International Conference on Computer Communications (IEEE INFOCOM 2018)},
  year={2018},
  url = {http://www.cs.albany.edu/~petko/lab/papers/zblsinfocom2018.pdf}
}

@article{medya2018making,
  title={Making a Small World Smaller: Path Optimization in Networks},
  author={Medya, Sourav and Bogdanov, Petko and Singh, Ambuj K.},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  year={2018},
  publisher={IEEE},
  url = {http://www.cs.albany.edu/~petko/lab/papers/mbstkde2018.pdf}
}

@inproceedings{ditursi2017local,
  title={Local Community Detection in Dynamic Networks},
  author={DiTursi, Daniel J and Ghosh, Gaurav and Bogdanov, Petko},
  booktitle={Proceedings of the IEEE International Conference on Data Mining (ICDM), New Orleans, USA.},
  year={2017},
  url = {http://www.cs.albany.edu/~petko/lab/papers/dgbicdm2017.pdf}
}

@inproceedings{ditursi2017network,
  title={Network Clocks: Detecting the Temporal Scale of Information Diffusion},
  author={DiTursi, Daniel J and Katsios, Gregorios A and Bogdanov, Petko},
  booktitle={Proceedings of the IEEE International Conference on Data Mining (ICDM), New Orleans, USA.},
  year={2017},
  url = {http://www.cs.albany.edu/~petko/lab/papers/dkbicdm2017.pdf}
}

@article{bogdanov2017learning,
  title={Learning about Learning: Mining Human Brain Sub-Network Biomarkers from fMRI Data},
  author={Bogdanov, Petko and Dereli, Nazli and Dang, Xuan-Hong and Bassett, Danielle. S. and Wymbs, Nicholas F. and Grafton, Scott T. and Singh, Ambuj K.},
  journal={PLoS One},
  year={2017},
  publisher={Public Library of Science},
  url = {http://www.cs.albany.edu/~petko/lab/papers/bdbwgs-plosone2017.pdf}
}


@inproceedings{ZhelevaLimits2017,
  author = { Zheleva, Mariya and Bogdanov, Petko and Zois, Daphney-Stravoula and  Xiong, Wei  and  Chandra, Ranveer and  Kimball, Mark},
  title = {Smallholder agriculture in the information age: Limits and opportunities},
  year = {2017},
  booktitle = {Proceedings of ACM Third Workshop on Computing within Limits (LIMITS)},
  url = {http://www.cs.albany.edu/~petko/lab/papers/zbzxcklimits2017.pdf}
}

@inproceedings{Larsen2017,
  author={Larsen, Melinda and Bogdanov, Petko and Sood, Ravi and Kwon, Hae Ryong and Nelson, Deirdre A. and Duffy, Connor and Peters, Sarah B. and Chittur, Sridar V.},
  editor={Cha, Seunghee},
  title={Systems Biology: Salivary Gland Development, Disease, and Regenerative Medicine},
  booktitle={Salivary Gland Development and Regeneration: Advances in Research and Clinical Approaches to Functional Restoration},
  year={2017},
  publisher={Springer International Publishing},
  pages={23--44},
  url = {https://link.springer.com/chapter/10.1007/978-3-319-43513-8_2}
}

@inproceedings{AmelkinICDE2017,
    author = {Amelkin, Victor and Bogdanov, Petko and Singh, Ambuj}, 
    title = {A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks},
    booktitle = {Proceedings of the IEEE International Conference on Data Engineering (ICDE)}, 
    year = {2017},
    url = {http://www.cs.albany.edu/~petko/lab/papers/absicde17.pdf}
}

@inproceedings{MedyaICDM2016,
    author = {Medya, Sourav and Bogdanov, Petko and Singh, Ambuj}, 
    title = {Towards Scalable Network Delay Minimization},
    booktitle = {Proceedings of the IEEE International Conference on Data Mining (ICDM)}, 
    year = {2016},
    url = {http://www.cs.albany.edu/~petko/lab/papers/mbsicdm16.pdf}
}

@inproceedings{DangICDM2014,
    author = {Dang, Xuan-Hong and You, Hongyuan and Bogdanov, Petko and Singh, Ambuj}, 
    title = {Learning Predictive Substructures with Regularization for Network Data},
    booktitle = {Proceedings of the IEEE International Conference on Data Mining (ICDM)}, 
    year = {2015},
    url = {http://www.cs.albany.edu/~petko/lab/papers/dybs15.pdf}
}

@inproceedings{ BogdanovSNAM2014,
  title = {The Social Media Genome: Modeling Individual Topic-Specific Behavior in Social Media },
  author = {Bogdanov, Petko and Busch, Michael and Moehlis, Jeff and Singh, Ambuj K. and Szymanski,Boleslaw K. },
  booktitle = { Journal of Social Network Analysis and Mining (SNAM) },
  year= { 2014 },
  publisher= { Springer },
  url = { http://www.cs.albany.edu/~petko/lab/papers/bbmss14.pdf }
}


@inproceedings{ Copp2014,
  title = { Motif-based design of DNA templates for fluorescent silver clusters },
  author = { Copp, Stacy and Bogdanov, Petko and Debord, Mark and Singh, Ambuj K. and Gwinn, Elisabeth },
  booktitle = { FNANO },
  year= { 2014 },
  url = { http://www.cs.albany.edu/~petko/lab/papers/cbdsg14.pdf } 
}

@inproceedings{ SilvaICDE2015,
 title = { Hierarchical In-Network Attribute Compression via Importance Sampling },
 author = { Silva, Arlei and Bogdanov, Petko and Singh, Ambuj },
 booktitle = { Proceedings of the 31st IEEE International Conference on Data Engineering (ICDE) },
 year = { 2015 }, 
 url = { http://www.cs.albany.edu/~petko/lab/papers/silva-icde-2015.pdf }
}

@inproceedings{ CoppADMA2014, 
  author = { Copp, Stacy and Bogdanov, Petko and Debord, Mark and Singh, Ambuj and Gwinn, Elisabeth },
  title = { Base Motif Recognition and Design of DNA Templates for Fluorescent Silver Clusters by Machine Learning }, 
  booktitle = { Journal of Advanced Materials }, 
  year = { 2014 },
  url = { http://www.cs.albany.edu/~petko/lab/papers/copp-adma-2014.pdf  }
}

@article{ mwbb13,
author = { John W. Mohr and Robin Wagner-Pacifici and Ronald Breiger and Petko Bogdanov },
journal = { Poetics: Journal of Empirical Research on Culture, the Media, and the Arts },
title = { Graphing the Grammar of Motives in U.S. National Security Strategies: Cultural Interpretation, Automated Text Analysis and the Drama of Global Politics. },
year = { 2013 },
url = { http://www.cs.albany.edu/~petko/lab/papers/mwbb13.pdf }
}

@inproceedings{ MongioviSmooth2013,
  title = { Mining evolving network processes },
  author = { Mongiovi, Misael and Bogdanov, Petko and Singh, Ambuj K. },
  booktitle = { Proceedings of the IEEE International Conference on Data Mining (ICDM) },
  year={ 2013 },
  publisher={IEEE},
  url = { http://www.cs.albany.edu/~petko/lab/papers/mbsicdm2013.pdf }
}

@inproceedings{ DangPKDD2014,
  title = { Discriminative Subnetworks with Regularized Spectral Learning for Global-state Network Data },
  author = { Dang, Xuan-Hong and Singh, Ambuj K and Bogdanov, Petko and You, Hongyuan and Hsu, Bayyuan  },
  booktitle = {Proceedings of the 25th European Conference on Machine Learning / 18th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD) },
  year={ 2014 },
  publisher={Springer},
  url = { http://www.cs.albany.edu/~petko/lab/papers/dang-pkdd-2014.pdf }
}

@inproceedings{ BogdanovTopk2013,
  title = { Accurate and scalable nearest neighbors in large networks based on effective importance },
  author = { Bogdanov, Petko and Singh, Ambuj K. },
  booktitle = { ACM International Conference on Information and Knowledge Management (CIKM) },
  year = { 2013 },
  publisher = { ACM },
  url = { http://www.cs.albany.edu/~petko/lab/papers/bscikm13.pdf }
}

@inproceedings{ BogdanovClique2013,
  title = { As Strong as the Weakest Link: Mining Diverse Cliques in Weighted Graphs },
  author = { Bogdanov, Petko and Baumer, Ben and Basu, Prithwish and Bar-Noy, Amotz and Singh, Ambuj K. },
  booktitle = {Proceedings of Machine Learning and Knowledge Discovery in Databases - European Conference (ECML/PKDD) },
  year = { 2013 },
  publisher = { Springer },
  url = { http://www.cs.albany.edu/~petko/lab/papers/bbbns13.pdf }
}

@inproceedings{ BogdanovSocialGenome2013,
  title = { The Social Media Genome: Modeling Individual Topic-Specific Behavior in Social Media },
  author = { Bogdanov, Petko and Busch, Michael and Moehlis, Jeff and Singh, Ambuj K. and Szymanski,Boleslaw K. },
  booktitle = { Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) },
  year = { 2013 },
  publisher = { ACM },
  url = { http://www.cs.albany.edu/~petko/lab/papers/bbmss13.pdf }
}

@inproceedings{ MacropolSentiment2013,
  title = { I act, therefore I judge: Network sentiment dynamics based on user activity change },
  author = { Macropol,Kathy and Bogdanov, Petko and Singh, Ambuj K. and Petzold, Linda and Yan, Xifeng },
  booktitle = { Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) },
  year = { 2013 },
  publisher = { ACM },
  url = { http://www.cs.albany.edu/~petko/lab/papers/kbspy13.pdf }
}

@inproceedings{ mbrspf13,
    author = { Mongiovi, Misael and Bogdanov, Petko and Ranca, Razvan and Singh, Ambuj K. and Papalexakis, Evangelos E. and Faloutsos, Christos },
    booktitle = { Proceedings of SIAM International Conference on Data Mining (SDM) },
    title = { NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks },
    year = { 2013 },
    url = { http://www.cs.albany.edu/~petko/lab/papers/mbrspf13.pdf }
}

@inproceedings{ bms11,
  author    = { Petko Bogdanov and Misael Mongiovi and Ambuj K. Singh },
  title     = { Mining Heavy Subgraphs in Time-Evolving Networks },
  booktitle = { Proceedings of the IEEE International Conference on Data Mining (ICDM) },
  year      = { 2011 },
  url = { http://www.cs.albany.edu/~petko/lab/papers/bms11.pdf  }
}

@inproceedings{ bls10,
  author    = { Petko Bogdanov and Nicholas D. Larusso and Ambuj K. Singh },
  title     = { Towards Community Discovery in Signed Collaborative Interaction Networks },
  booktitle = { Workshop on Social Interaction Analysis and Service Providers SIASP at IEEE ICDM },
  year      = { 2010 },
  url = { http://www.cs.albany.edu/~petko/lab/papers/bls10.pdf }
}

@inproceedings{ bs10,
  author    = { Petko Bogdanov and Ambuj K. Singh },
  title     = { Fast nearest neighbors in large and composite networks },
  booktitle = { Army Science Conference },
  year      = { 2010 },
  url = { http://www.cs.albany.edu/~petko/lab/papers/bs10.pdf }
}

@article{Bogdanov2010,
author = { Bogdanov, Petko and Singh, Ambuj K. },
issn = { 1545-5963 },
journal = { IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) },
keywords = { Gene function prediction,classification,feature extraction,functional interaction network. },
number = { 2 },
title = { Molecular Function Prediction Using Neighborhood Features },
url = { http://portal.acm.org/citation.cfm?doid=1791396.1791400 },
volume = { 7 },
year = { 2010 }
}

@inproceedings{ lbs10,
  author    = { Petko Bogdanov and Ambuj K. Singh },
  title     = { Function Prediction Using Neighborhood Patterns },
  booktitle = { BioKDD Workshop },
  year      = { 2008 },
  url  = { http://www.cs.albany.edu/~petko/lab/papers/bs2008.pdf } 
}

@article{ mohr2014,
  title = { Collection and Analysis of Relational Data from Digital Archives },
  author = { Mohr, John W. and Bogdanov, Petko },
  journal = { Encyclopedia of Social Network Analysis and Mining },
  year = { 2014 },
  publisher = { Springer },
  url = { http://www.springer.com/us/book/9781461461692 }
}

@article{ bogdanov2011function,
  title = { Function Annotation in Gene Networks },
  author = { Bogdanov, Petko and Macropol, Kathy and Singh, Ambuj K },
  journal = { Functional Coherence of Molecular Networks in Bioinformatics },
  pages = { 49--67 },
  year = { 2011 },
  publisher = { Springer },
  url = { http://www.springer.com/us/book/9781461403197 }
}

@article{ mohr2013topic,
  title = { Topic models: What they are and why they matter },
  author = {Mohr, John W and Bogdanov, Petko},
  journal = { Poetics: Journal of Empirical Research on Culture, the Media, and the Arts },
  volume = { 41 },
  number = { 6 },
  pages = { 545--569 },
  year = { 2013 },
  publisher = { North-Holland },
  url = { http://www.sciencedirect.com/science/article/pii/S0304422X13000685 }
}