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Malik Magdon-Ismail - Publications

Affiliations: 
Rensselaer Polytechnic Institute, Troy, NY, United States 
Area:
Computer Science
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44 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
2016 Korolov R, Peabody J, Lavoie A, Das S, Magdon-Ismail M, Wallace W. Predicting charitable donations using social media Social Network Analysis and Mining. 6. DOI: 10.1007/S13278-016-0341-1  0.327
2015 Paul S, Magdon-Ismail M, Drineas P. Feature selection for linear SVM with provable guarantees Journal of Machine Learning Research. 38: 735-743. DOI: 10.1016/J.Patcog.2016.05.018  0.335
2014 Paul S, Boutsidis C, Magdon-Ismail M, Drineas P. Random projections for linear support vector machines Acm Transactions On Knowledge Discovery From Data. 8. DOI: 10.1145/2641760  0.303
2014 Boutsidis C, Drineas P, Magdon-ismail M. Near-optimal column-based matrix reconstruction Siam Journal On Computing. 43: 687-717. DOI: 10.1137/12086755X  0.359
2014 Boutsidis C, Magdon-Ismail M. A note on sparse least-squares regression Information Processing Letters. 114: 273-276. DOI: 10.1016/J.Ipl.2013.11.011  0.388
2014 Adalı S, Lu X, Magdon-Ismail M. Local, community and global centrality methods for analyzing networks Social Network Analysis and Mining. 4: 1-18. DOI: 10.1007/S13278-014-0210-8  0.406
2013 Adali S, Magdon-Ismail M, Lu X. IHypR: Prominence ranking in networks of collaborations with hyperedges1 Acm Transactions On Knowledge Discovery From Data. 7. DOI: 10.1145/2541268.2541269  0.475
2013 Clarkson KL, Drineas P, Magdon-Ismail M, Mahoney MW, Meng X, Woodruff DP. The fast cauchy transform and faster robust linear regression Proceedings of the Annual Acm-Siam Symposium On Discrete Algorithms. 466-477. DOI: 10.1137/140963698  0.317
2013 Boutsidis C, Drineas P, Magdon-Ismail M. Near-optimal coresets for least-squares regression Ieee Transactions On Information Theory. 59: 6880-6892. DOI: 10.1109/Tit.2013.2272457  0.373
2013 Boutsidis C, Magdon-Ismail M. Deterministic feature selection for k-means clustering Ieee Transactions On Information Theory. 59: 6099-6110. DOI: 10.1109/Tit.2013.2255021  0.407
2013 Çivril A, Magdon-Ismail M. Exponential inapproximability of selecting a maximum volume sub-matrix Algorithmica. 65: 159-176. DOI: 10.1007/S00453-011-9582-6  0.738
2012 Anchuri P, Magdon-Ismail M. Communities and balance in signed networks: A spectral approach Proceedings of the 2012 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2012. 235-242. DOI: 10.1109/ASONAM.2012.48  0.306
2012 Goldberg M, Magdon-Ismail M, Thompson J. Identifying long lived social communities using structural properties Proceedings of the 2012 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2012. 648-653. DOI: 10.1109/ASONAM.2012.108  0.314
2012 Çivril A, Magdon-Ismail M. Column subset selection via sparse approximation of SVD Theoretical Computer Science. 421: 1-14. DOI: 10.1016/J.Tcs.2011.11.019  0.77
2011 Magdon-Ismail M, Purnell J. SSDE-cluster: East overlapping clustering of networks using sampled spectral distance embedding and GMMs Proceedings - 2011 Ieee International Conference On Privacy, Security, Risk and Trust and Ieee International Conference On Social Computing, Passat/Socialcom 2011. 756-759. DOI: 10.1109/PASSAT/SocialCom.2011.237  0.562
2011 Goldberg M, Magdon-Ismail M, Nambirajan S, Thompson J. Tracking and predicting evolution of social communities Proceedings - 2011 Ieee International Conference On Privacy, Security, Risk and Trust and Ieee International Conference On Social Computing, Passat/Socialcom 2011. 780-783. DOI: 10.1109/PASSAT/SocialCom.2011.102  0.334
2010 Hui C, Goldberg M, Magdon-Ismail M, Wallace WA. Simulating the Diffusion of Information International Journal of Agent Technologies and Systems. 2: 31-46. DOI: 10.4018/Jats.2010070103  0.304
2010 Magdon-Ismail M, Purnell JT. Approximating the covariance matrix of GMMs with low-rank perturbations Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6283: 300-307. DOI: 10.1504/Ijdmmm.2012.046805  0.548
2010 Goldberg MK, Hayvanovych M, Magdon-Ismail M. Measuring similarity between sets of overlapping clusters Proceedings - Socialcom 2010: 2nd Ieee International Conference On Social Computing, Passat 2010: 2nd Ieee International Conference On Privacy, Security, Risk and Trust. 303-308. DOI: 10.1109/SocialCom.2010.50  0.742
2010 Goldberg M, Kelley S, Magdon-Ismail M, Mertsalov K, Wallace A. Finding overlapping communities in social networks Proceedings - Socialcom 2010: 2nd Ieee International Conference On Social Computing, Passat 2010: 2nd Ieee International Conference On Privacy, Security, Risk and Trust. 104-113. DOI: 10.1109/SocialCom.2010.24  0.301
2010 Adali S, Escriva R, Goldberg MK, Hayvanovych M, Magdon-Ismail M, Szymanski BK, Wallace WA, Williams G. Measuring behavioral trust in social networks Isi 2010 - 2010 Ieee International Conference On Intelligence and Security Informatics: Public Safety and Security. 150-152. DOI: 10.1109/ISI.2010.5484757  0.734
2010 Cole N, Desell T, Lombraña González D, Fernández De Vega F, Magdon-Ismail M, Newberg H, Szymanski B, Varela C. Evolutionary algorithms on volunteer computing platforms: The milkyWay@Home project Studies in Computational Intelligence. 269: 63-90. DOI: 10.1007/978-3-642-10675-0_4  0.374
2009 Purnell JT, Magdon-Ismail M. Learning American English accents using ensemble learning with GMMs 8th International Conference On Machine Learning and Applications, Icmla 2009. 47-52. DOI: 10.1109/ICMLA.2009.133  0.408
2009 Çivril A, Magdon-Ismail M. On selecting a maximum volume sub-matrix of a matrix and related problems Theoretical Computer Science. 410: 4801-4811. DOI: 10.1016/J.Tcs.2009.06.018  0.747
2009 Busch C, Magdon-Ismail M. Atomic routing games on maximum congestion Theoretical Computer Science. 410: 3337-3347. DOI: 10.1016/J.Tcs.2009.04.015  0.33
2008 Chen HC, Goldberg M, Magdon-Ismail M, Wallace WA. Reverse engineering a social agent-based hidden markov model--visage. International Journal of Neural Systems. 18: 491-526. PMID 19145665 DOI: 10.1142/S0129065708001750  0.543
2008 Baumes J, Chen HC, Francisco M, Goldberg M, Magdon-Ismail M, Wallace W. ViSAGE: A Virtual Laboratory for Simulation and Analysis of Social Group Evolution Acm Transactions On Autonomous and Adaptive Systems. 3. DOI: 10.1145/1380422.1380423  0.365
2008 Cole N, Newberg HJO, Magdon-Ismail M, Desell T, Dawsey K, Hayashi W, Liu XF, Purnell J, Szymanski B, Varela C, Willett B, Wisniewski J. Maximum likelihood fitting of tidal streams with application to the sagittarius dwarf tidal tails Astrophysical Journal. 683: 750-766. DOI: 10.1086/589681  0.5
2008 Busch C, Magdon-Ismail M, Sivrikaya F, Yener B. Contention-free MAC protocols for asynchronous wireless sensor networks Distributed Computing. 21: 23-42. DOI: 10.1007/S00446-007-0053-X  0.308
2007 Boyarshinov V, Magdon-Ismail M. Efficient optimal linear boosting of a pair of classifiers. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 18: 317-28. PMID 17385622 DOI: 10.1109/Tnn.2006.881707  0.748
2007 Busch C, Magdon-Ismail M, Mavronicolas M. Universal bufferless packet switching Siam Journal On Computing. 37: 1139-1162. DOI: 10.1137/050642095  0.421
2007 Busch C, Magdon-Ismail M, Mavronicolas M. Efficient bufferless packet switching on trees and leveled networks Journal of Parallel and Distributed Computing. 67: 1168-1186. DOI: 10.1016/J.Jpdc.2007.06.005  0.399
2007 Yener B, Magdon-Ismail M, Sivrikaya F. Joint problem of power optimal connectivity and coverage in wireless sensor networks Wireless Networks. 13: 537-550. DOI: 10.1007/S11276-006-5875-0  0.312
2007 Baumes J, Goldbergs M, Hayvanovych M, Kelley S, Magdon-Ismail M, Mertsalov K, Wallace W. SIGHTS: A software system for finding coalitions and leaders in a social network Isi 2007: 2007 Ieee Intelligence and Security Informatics. 193-199.  0.734
2006 Boyarshinov V, Magdon-Ismail M. Linear time isotonic and unimodal regression in the L1 and L∞ norms Journal of Discrete Algorithms. 4: 676-691. DOI: 10.1016/J.Jda.2005.07.001  0.745
2006 Baumes J, Goldberg M, Hayvanovych M, Magdon-Ismail M, Wallace W, Zaki M. Finding hidden group structure in a stream of communications Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3975: 201-212. DOI: 10.1007/11760146_18  0.738
2006 Civril A, Magdon-Ismail M, Bocek-Rivele E. SDE: Graph drawing using spectral distance embedding Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3843: 512-513. DOI: 10.1007/11618058_48  0.748
2005 Goldberg M, Hollinger D, Magdon-Ismail M. Experimental evaluation of the greedy and random algorithms for finding independent sets in random graphs Lecture Notes in Computer Science. 3503: 513-523. DOI: 10.1007/11427186_44  0.405
2005 Purnell J, Magdon-Ismail M, Newberg HJ. A probabilistic approach to finding geometric objects in spatial datasets of the Milky Way Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3488: 485-493.  0.469
2005 Baumes J, Goldberg M, Magdon-Ismail M. Efficient identification of overlapping communities Lecture Notes in Computer Science. 3495: 27-36.  0.344
2004 Busch C, Magdon-Ismail M, Mavronicolas M, Spirakis P. Direct routing: Algorithms and complexity Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3221: 134-145. DOI: 10.1007/S00453-005-1189-3  0.417
2004 Baumes J, Goldberg M, Magdon-Ismail M, Wallace WA. Discovering hidden groups in communication networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3073: 378-389.  0.304
2001 Abu-Mostafa YS, Atiya AF, Magdon-Ismail M, White H. Introduction to the special issue on neural networks in financial engineering Ieee Transactions On Neural Networks. 12: 653-656. DOI: 10.1109/Tnn.2001.935079  0.304
2000 Magdon-Ismail M, Atiya AF. The early restart algorithm. Neural Computation. 12: 1303-12. PMID 10935714 DOI: 10.1162/089976600300015376  0.394
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