Petko Bogdanov, Ph.D. - Publications

Affiliations: 
2012 Computer Science University of California, Santa Barbara, Santa Barbara, CA, United States 

20 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Bogdanov P, Dereli N, Dang XH, Bassett DS, Wymbs NF, Grafton ST, Singh AK. Learning about learning: Mining human brain sub-network biomarkers from fMRI data. Plos One. 12: e0184344. PMID 29016686 DOI: 10.1371/Journal.Pone.0184344  0.92
2016 Copp SM, Bogdanov P, Debord M, Singh A, Gwinn E. Base Motif Recognition and Design of DNA Templates for Fluorescent Silver Clusters by Machine Learning. Advanced Materials (Deerfield Beach, Fla.). 28: 3043. PMID 27105811 DOI: 10.1002/Adma.201600801  0.44
2016 Dang XH, You H, Bogdanov P, Singh AK. Learning predictive substructures with regularization for network data Proceedings - Ieee International Conference On Data Mining, Icdm. 2016: 81-90. DOI: 10.1109/ICDM.2015.56  0.92
2015 Silva A, Bogdanov P, Singh AK. Hierarchical in-network attribute compression via importance sampling Proceedings - International Conference On Data Engineering. 2015: 951-962. DOI: 10.1109/ICDE.2015.7113347  0.92
2014 Copp SM, Bogdanov P, Debord M, Singh A, Gwinn E. Base motif recognition and design of DNA templates for fluorescent silver clusters by machine learning. Advanced Materials (Deerfield Beach, Fla.). 26: 5839-45. PMID 25043854 DOI: 10.1002/adma.201401402  0.92
2014 Bogdanov P, Busch M, Moehlis J, Singh AK, Szymanski BK. Modeling individual topic-specific behavior and influence backbone networks in social media Social Network Analysis and Mining. 4: 1-16. DOI: 10.1007/S13278-014-0204-6  0.92
2014 Dang XH, Singh AK, Bogdanov P, You H, Hsu B. Discriminative subnetworks with regularized spectral learning for global-state network data Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8724: 290-306. DOI: 10.1007/978-3-662-44848-9_19  0.92
2014 Bogdanov P, Macropol K, Singh AK. Function annotation in gene networks Functional Coherence of Molecular Networks in Bioinformatics. 49-67. DOI: 10.1007/978-1-4614-0320-3_3  0.92
2013 Bogdanov P, Singh A. Accurate and scalable nearest neighbors in large networks based on effective importance International Conference On Information and Knowledge Management, Proceedings. 1009-1018. DOI: 10.1145/2505515.2505522  0.92
2013 Macropol K, Bogdanov P, Singh AK, Petzold L, Yan X. I act, therefore i judge: Network sentiment dynamics based on user activity change Proceedings of the 2013 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2013. 396-402. DOI: 10.1145/2492517.2492623  0.92
2013 Bogdanov P, Busch M, Moehlis J, Singh AK, Szymanski BK. The social media genome: Modeling individual topic-specific behavior in social media Proceedings of the 2013 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2013. 236-242. DOI: 10.1145/2492517.2492621  0.92
2013 Mongiovì M, Bogdanov P, Singh AK. Mining evolving network processes Proceedings - Ieee International Conference On Data Mining, Icdm. 537-546. DOI: 10.1109/ICDM.2013.106  0.92
2013 Mohr JW, Bogdanov P. Introduction-Topic models: What they are and why they matter Poetics. 41: 545-569. DOI: 10.1016/J.Poetic.2013.10.001  0.92
2013 Mohr JW, Wagner-Pacifici R, Breiger RL, Bogdanov P. Graphing the grammar of motives in National Security Strategies: Cultural interpretation, automated text analysis and the drama of global politics Poetics. 41: 670-700. DOI: 10.1016/J.Poetic.2013.08.003  0.92
2013 Bogdanov P, Baumer B, Basu P, Bar-Noy A, Singh AK. As strong as the weakest link: Mining diverse cliques in weighted graphs Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8188: 525-540. DOI: 10.1007/978-3-642-40988-2_34  0.92
2013 Mongiovì M, Bogdanov P, Ranca R, Papalexakis EE, Faloutsos C, Singh AK. NetSpot: Spotting significant anomalous regions on dynamic networks Siam International Conference On Data Mining 2013, Smd 2013. 28-36.  0.92
2013 Mongiovì M, Bogdanov P, Ranca R, Papalexakis EE, Faloutsos C, Singh AK. NetSpot: Spotting significant anomalous regions on dynamic networks Siam International Conference On Data Mining 2013, Smd 2013. 28-36.  0.92
2011 Bogdanov P, Mongiovì M, Singh AK. Mining heavy subgraphs in time-evolving networks Proceedings - Ieee International Conference On Data Mining, Icdm. 81-90. DOI: 10.1109/ICDM.2011.101  0.92
2010 Bogdanov P, Singh AK. Molecular function prediction using neighborhood features. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 7: 208-17. PMID 20431141 DOI: 10.1109/Tcbb.2009.81  0.92
2010 Bogdanov P, Larusso ND, Singh A. Towards community discovery in signed collaborative interaction networks Proceedings - Ieee International Conference On Data Mining, Icdm. 288-295. DOI: 10.1109/ICDMW.2010.174  0.92
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