Year |
Citation |
Score |
2015 |
Mumtaz A, Coviello E, Lanckriet GR, Chan AB. A Scalable and Accurate Descriptor for Dynamic Textures Using Bag of System Trees. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 697-712. PMID 26353288 DOI: 10.1109/Tpami.2014.2359432 |
0.679 |
|
2015 |
Lin AYM, Huynh A, Lanckriet G, Barrington L. Correction: Crowdsourcing the unknown: The satellite search for Genghis Khan Plos One. 10. DOI: 10.1371/journal.pone.0121045 |
0.553 |
|
2015 |
Mumtaz A, Coviello E, Lanckriet GRG, Chan AB. A scalable and accurate descriptor for dynamic textures using bag of system trees Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 697-712. DOI: 10.1109/TPAMI.2014.2359432 |
0.656 |
|
2014 |
Lin AY, Huynh A, Lanckriet G, Barrington L. Crowdsourcing the unknown: the satellite search for Genghis Khan. Plos One. 9: e114046. PMID 25549335 DOI: 10.1371/Journal.Pone.0114046 |
0.616 |
|
2014 |
Costa Pereira J, Coviello E, Doyle G, Rasiwasia N, Lanckriet GR, Levy R, Vasconcelos N. On the role of correlation and abstraction in cross-modal multimedia retrieval. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 521-35. PMID 24457508 DOI: 10.1109/Tpami.2013.142 |
0.689 |
|
2014 |
Vaizman Y, McFee B, Lanckriet G. Codebook-based audio feature representation for music information retrieval Ieee Transactions On Audio, Speech and Language Processing. 22: 1483-1493. DOI: 10.1109/Taslp.2014.2337842 |
0.73 |
|
2014 |
Galleguillos C, McFee B, Lanckriet GRG. Iterative category discovery via multiple kernel metric learning International Journal of Computer Vision. 108: 115-132. DOI: 10.1007/S11263-013-0679-Z |
0.709 |
|
2014 |
Coviello E, Chan AB, Lanckriet GRG. Clustering hidden Markov models with variational HEM Journal of Machine Learning Research. 15: 697-747. |
0.654 |
|
2013 |
Costa Pereira J, Coviello E, Doyle G, Rasiwasia N, Lanckriet GR, Levy R, Vasconcelos N. On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 23917421 |
0.689 |
|
2013 |
Mumtaz A, Coviello E, Lanckriet GR, Chan AB. Clustering dynamic textures with the hierarchical em algorithm for modeling video. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 1606-21. PMID 23681990 DOI: 10.1109/Tpami.2012.236 |
0.679 |
|
2013 |
Ellis K, Coviello E, Chan AB, Lanckriet G. A bag of systems representation for music auto-tagging Ieee Transactions On Audio, Speech and Language Processing. 21: 2554-2569. DOI: 10.1109/Tasl.2013.2279318 |
0.732 |
|
2013 |
Coviello E, Mumtaz A, Chan AB, Lanckriet GRG. That was fast! Speeding up NN search of high dimensional distributions 30th International Conference On Machine Learning, Icml 2013. 1505-1513. |
0.64 |
|
2013 |
Lim DKH, McFee B, Lanckriet G. Robust structural metric learning 30th International Conference On Machine Learning, Icml 2013. 615-623. |
0.685 |
|
2012 |
Barrington L, Turnbull D, Lanckriet G. Game-powered machine learning. Proceedings of the National Academy of Sciences of the United States of America. 109: 6411-6. PMID 22460786 DOI: 10.1073/Pnas.1014748109 |
0.782 |
|
2012 |
McFee B, Bertin-Mahieux T, Ellis DPW, Lanckriet GRG. The million song dataset challenge Www'12 - Proceedings of the 21st Annual Conference On World Wide Web Companion. 909-916. DOI: 10.1145/2187980.2188222 |
0.669 |
|
2012 |
McFee B, Barrington L, Lanckriet G. Learning content similarity for music recommendation Ieee Transactions On Audio, Speech and Language Processing. 20: 2207-2218. DOI: 10.1109/Tasl.2012.2199109 |
0.781 |
|
2012 |
Miotto R, Lanckriet G. A generative context model for semantic music annotation and retrieval Ieee Transactions On Audio, Speech and Language Processing. 20: 1096-1108. DOI: 10.1109/Tasl.2011.2172423 |
0.375 |
|
2012 |
Coviello E, Mumtaz A, Chan AB, Lanckriet GRG. Growing a bag of systems tree for fast and accurate classification Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1979-1986. DOI: 10.1109/CVPR.2012.6247900 |
0.658 |
|
2012 |
Barrington L, Turnbull D, Lanckriet G. Game-powered machine learning (Proceedings of the National Academy of Sciences of the United States of America (2012) 109, 17 (6411-6416) DOI: 10.1073/pnas.1014748109) Proceedings of the National Academy of Sciences of the United States of America. 109: 8786. DOI: 10.1073/pnas.1205806109 |
0.574 |
|
2012 |
Coviello E, Vaizman Y, Chan AB, Lanckriet GRG. Multivariate autoregressive mixture models for music auto-tagging Proceedings of the 13th International Society For Music Information Retrieval Conference, Ismir 2012. 547-552. |
0.675 |
|
2012 |
McFee B, Lanckriet G. Hypergraph models of playlist dialects Proceedings of the 13th International Society For Music Information Retrieval Conference, Ismir 2012. 343-348. |
0.669 |
|
2012 |
Coviello E, Chan AB, Lanckriet GRG. The variational hierarchical EM algorithm for clustering hidden Markov models Advances in Neural Information Processing Systems. 1: 404-412. |
0.66 |
|
2011 |
McFee B, Galleguillos C, Lanckriet G. Contextual object localization with multiple kernel nearest neighbor. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 570-85. PMID 20736139 DOI: 10.1109/Tip.2010.2068556 |
0.716 |
|
2011 |
Coviello E, Chan AB, Lanckriet G. Time series models for semantic music annotation Ieee Transactions On Audio, Speech and Language Processing. 19: 1343-1359. DOI: 10.1109/Tasl.2010.2090148 |
0.734 |
|
2011 |
Galleguillos C, Mcfee B, Belongie S, Lanckriet G. From region similarity to category discovery Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2665-2672. DOI: 10.1109/CVPR.2011.5995527 |
0.648 |
|
2011 |
McFee B, Lanckriet G. The natural language of playlists Proceedings of the 12th International Society For Music Information Retrieval Conference, Ismir 2011. 537-542. |
0.656 |
|
2011 |
McFee B, Lanckriet G. Learning multi-modal similarity Journal of Machine Learning Research. 12: 491-523. |
0.69 |
|
2011 |
Mcfee B, Lanckriet G. Large-scale music similarity search with spatial trees Proceedings of the 12th International Society For Music Information Retrieval Conference, Ismir 2011. 55-60. |
0.664 |
|
2011 |
Coviello E, Miotto R, Lanckriet GRG. Combining content-based auto-taggers with decision-fusion Proceedings of the 12th International Society For Music Information Retrieval Conference, Ismir 2011. 705-710. |
0.642 |
|
2011 |
Ellis K, Coviello E, Lanckriet GRG. Semantic annotation and retrieval of music using a bag of systems representation Proceedings of the 12th International Society For Music Information Retrieval Conference, Ismir 2011. 723-728. |
0.685 |
|
2010 |
Rasiwasia N, Costa Pereira J, Coviello E, Doyle G, Lanckriet GRG, Levy R, Vasconcelos N. A new approach to cross-modal multimedia retrieval Mm'10 - Proceedings of the Acm Multimedia 2010 International Conference. 251-260. DOI: 10.1145/1873951.1873987 |
0.653 |
|
2010 |
McFee B, Lanckriet G. Learning similarity in heterogeneous data Mir 2010 - Proceedings of the 2010 Acm Sigmm International Conference On Multimedia Information Retrieval. 243. DOI: 10.1145/1743384.1743427 |
0.69 |
|
2010 |
Barrington L, Chan AB, Lanckriet G. Modeling music as a dynamic texture Ieee Transactions On Audio, Speech and Language Processing. 18: 602-612. DOI: 10.1109/Tasl.2009.2036306 |
0.658 |
|
2010 |
Galleguillos C, McFee B, Belongie S, Lanckriet G. Multi-class object localization by combining local contextual interactions Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 113-120. DOI: 10.1109/CVPR.2010.5540223 |
0.655 |
|
2010 |
Koenigstein N, Lanckriet G, McFee B, Shavitt Y. Collaborative filtering based on P2P networks Proceedings of the 11th International Society For Music Information Retrieval Conference, Ismir 2010. 153-158. |
0.646 |
|
2010 |
McFee B, Lanckriet G. Metric learning to rank Icml 2010 - Proceedings, 27th International Conference On Machine Learning. 775-782. |
0.689 |
|
2010 |
McFee B, Barrington L, Lanckriet G. Learning similarity from collaborative filters Proceedings of the 11th International Society For Music Information Retrieval Conference, Ismir 2010. 345-350. |
0.756 |
|
2010 |
Coviello E, Barrington L, Chan AB, Lanckriet GRG. Automatic music tagging with time series models Proceedings of the 11th International Society For Music Information Retrieval Conference, Ismir 2010. 81-86. |
0.755 |
|
2010 |
Miotto R, Barrington L, Lanckriet G. Improving auto-tagging by modeling semantic co-occurrences Proceedings of the 11th International Society For Music Information Retrieval Conference, Ismir 2010. 297-302. |
0.61 |
|
2009 |
Barrington L, Turnbull D, O'Malley D, Lanckriet G. User-centered design of a social game to tag music Proceedings of the Acm Sigkdd Workshop On Human Computation, Hcomp '09. 62-69. DOI: 10.1145/1600150.1600152 |
0.566 |
|
2009 |
Turnbull DR, Barrington L, Lanckriet G, Yazdani M. Combining audio content and social context for semantic music discovery Proceedings - 32nd Annual International Acm Sigir Conference On Research and Development in Information Retrieval, Sigir 2009. 387-394. DOI: 10.1145/1571941.1572009 |
0.755 |
|
2009 |
McFee B, Lanckriet G. Partial order embedding with multiple kernels Proceedings of the 26th International Conference On Machine Learning, Icml 2009. 721-728. DOI: 10.1145/1553374.1553467 |
0.661 |
|
2009 |
Barrington L, Chan AB, Lanckriet G. Dynamic texture models of music Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1589-1592. DOI: 10.1109/ICASSP.2009.4959902 |
0.594 |
|
2009 |
McFee B, Lanckriet G. Partial order embedding with multiple kernels Proceedings of the 26th International Conference On Machine Learning, Icml 2009. 721-728. |
0.661 |
|
2009 |
Barrington L, Oda R, Lanckriet G. Smarter than genius? Human evaluation of music recommender systems Proceedings of the 10th International Society For Music Information Retrieval Conference, Ismir 2009. 357-362. |
0.562 |
|
2009 |
McFee B, Lanckriet G. Heterogeneous embedding for subjective artist similarity Proceedings of the 10th International Society For Music Information Retrieval Conference, Ismir 2009. 513-518. |
0.644 |
|
2008 |
Turnbull D, Barrington L, Torres D, Lanckriet G. Semantic annotation and retrieval of music and sound effects Ieee Transactions On Audio, Speech and Language Processing. 16: 467-476. DOI: 10.1109/Tasl.2007.913750 |
0.788 |
|
2008 |
Turnbull D, Barrington L, Lanckriet G. Five approaches to collecting tags for music Ismir 2008 - 9th International Conference On Music Information Retrieval. 225-230. |
0.588 |
|
2008 |
Barrington L, Yazdani M, Turnbull D, Lanckriet G. Combining feature kernels for semantic music retrieval Ismir 2008 - 9th International Conference On Music Information Retrieval. 614-619. |
0.623 |
|
2007 |
Turnbull D, Barrington L, Torres D, Lanckriet G. Towards musical query-by-semantic-description using the CAL500 data set Proceedings of the 30th Annual International Acm Sigir Conference On Research and Development in Information Retrieval, Sigir'07. 439-446. DOI: 10.1145/1277741.1277817 |
0.604 |
|
2007 |
d'Aspremont A, El Ghaoui L, Jordan MI, Lanckriet GRG. A direct formulation for sparse PCA using semidefinite programming Siam Review. 49: 434-448. DOI: 10.1137/050645506 |
0.54 |
|
2007 |
Barrington L, Chan A, Turnbull D, Lanckriet G. Audio information retrieval using semantic similarity Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2: II725-II728. DOI: 10.1109/ICASSP.2007.366338 |
0.589 |
|
2007 |
Turnbull D, Liu R, Barrington L, Lanckriet G. A game-based approach for collecting semantic annotations of music Proceedings of the 8th International Conference On Music Information Retrieval, Ismir 2007. 535-538. |
0.614 |
|
2007 |
Torres D, Turnbull D, Barrington L, Lanckriet G. Identifying words that are musically meaningful Proceedings of the 8th International Conference On Music Information Retrieval, Ismir 2007. 405-410. |
0.593 |
|
2006 |
Turnbull D, Barrington L, Lanckriet G. Modeling music and words using a multi-class naïve Bayes approach Ismir 2006 - 7th International Conference On Music Information Retrieval. 254-259. |
0.623 |
|
2005 |
Natsoulis G, El Ghaoui L, Lanckriet GR, Tolley AM, Leroy F, Dunlea S, Eynon BP, Pearson CI, Tugendreich S, Jarnagin K. Classification of a large microarray data set: algorithm comparison and analysis of drug signatures. Genome Research. 15: 724-36. PMID 15867433 DOI: 10.1101/Gr.2807605 |
0.564 |
|
2004 |
Lanckriet GRG, Cristianini N, Bartlett P, El Ghaoui L, Jordan MI. Learning the kernel matrix with semidefinite programming Journal of Machine Learning Research. 5. |
0.562 |
|
2003 |
Lanckriet GRG, El Ghaoui L, Bhattacharyya C, Jordan MI. A robust minimax approach to classification Journal of Machine Learning Research. 3: 555-582. DOI: 10.1162/153244303321897726 |
0.565 |
|
2003 |
Lanckriet GRG, El Ghaoui L, Jordan MI. Robust novelty detection with single-class MPM Advances in Neural Information Processing Systems. |
0.539 |
|
2002 |
Van Gestel T, Suykens JA, Lanckriet G, Lambrechts A, De Moor B, Vandewalle J. Bayesian framework for least-squares support vector machine classifiers, gaussian processes, and kernel Fisher discriminant analysis. Neural Computation. 14: 1115-47. PMID 11972910 DOI: 10.1162/089976602753633411 |
0.308 |
|
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