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Joydeep Ghosh - Publications

Affiliations: 
Electrical and Computer Engineering University of Texas at Austin, Austin, Texas, U.S.A. 
Area:
Computer Science
Website:
https://www.ece.utexas.edu/people/faculty/joydeep-ghosh
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77 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
2019 Coletta LF, Ponti M, Hruschka ER, Acharya A, Ghosh J. Combining clustering and active learning for the detection and learning of new image classes Neurocomputing. 358: 150-165. DOI: 10.1016/J.Neucom.2019.04.070  0.382
2018 Teffer D, Srinivasan R, Ghosh J. AdaHash: hashing-based scalable, adaptive hierarchical clustering of streaming data on Mapreduce frameworks International Journal of Data Science and Analytics. 8: 257-267. DOI: 10.1007/S41060-018-0145-7  0.437
2017 Deodhar M, Ghosh J, Saar-Tsechansky M, Keshari V. Active Learning with Multiple Localized Regression Models Informs Journal On Computing. 29: 503-522. DOI: 10.1287/Ijoc.2016.0732  0.336
2016 Joshi S, Ghosh J, Reid M, Koyejo O. Rényi divergence minimization based co-regularized multiview clustering Machine Learning. 1-29. DOI: 10.1007/S10994-016-5543-2  0.443
2015 Covões TF, Hruschka ER, Ghosh J. Evolving Gaussian Mixture Models with Splitting and Merging Mutation Operators. Evolutionary Computation. PMID 25950390 DOI: 10.1162/Evco_A_00152  0.314
2015 Coletta LFS, Hruschka ER, Acharya A, Ghosh J. Using metaheuristics to optimize the combination of classifier and cluster ensembles Integrated Computer-Aided Engineering. 22: 229-242. DOI: 10.3233/Ica-150485  0.396
2015 Coletta LFS, Hruschka ER, Acharya A, Ghosh J. A differential evolution algorithm to optimise the combination of classifier and cluster ensembles International Journal of Bio-Inspired Computation. 7: 111-124. DOI: 10.1504/Ijbic.2015.069288  0.438
2014 Ho JC, Ghosh J, Steinhubl SR, Stewart WF, Denny JC, Malin BA, Sun J. Limestone: high-throughput candidate phenotype generation via tensor factorization. Journal of Biomedical Informatics. 52: 199-211. PMID 25038555 DOI: 10.1016/J.Jbi.2014.07.001  0.309
2014 Acharya A, Hruschka ER, Ghosh J, Acharyya S. An optimization framework for combining ensembles of classifiers and clusterers with applications to nontransductive semisupervised learning and transfer learning Acm Transactions On Knowledge Discovery From Data. 9. DOI: 10.1145/2601435  0.383
2014 Park Y, Ghosh J. Ensembles of α-trees for imbalanced classification problems Ieee Transactions On Knowledge and Data Engineering. 26: 131-143. DOI: 10.1109/Tkde.2012.255  0.314
2014 Koyejo O, Lee C, Ghosh J. A constrained matrix-variate Gaussian process for transposable data Machine Learning. 97: 103-127. DOI: 10.1007/S10994-014-5444-1  0.318
2013 Covões TF, Hruschka ER, Ghosh J. Competitive learning with pairwise constraints. Ieee Transactions On Neural Networks and Learning Systems. 24: 164-9. PMID 24808216 DOI: 10.1109/Tnnls.2012.2227064  0.371
2013 Park Y, Ghosh J. CUDIA Acm Transactions On Intelligent Systems and Technology. 4: 1-24. DOI: 10.1145/2508037.2508047  0.345
2013 Jun G, Ghosh J. Semisupervised Learning of Hyperspectral Data With Unknown Land-Cover Classes Ieee Transactions On Geoscience and Remote Sensing. 51: 273-282. DOI: 10.1109/Tgrs.2012.2198654  0.348
2012 Mahantshetty U, Krishnatry R, Kumar S, Engineer R, Maheshwari A, Kerkar R, Gupta S, Ghosh J, Deodhar K, Thakur M, Shrivastava SK. Consensus meeting and update on existing guidelines for management of cervical cancer with special emphasis on the practice in developing countries, including India: The expert panel at the 8(th) annual women's cancer initiative Tata Memorial Hospital Conference 2010-11. Indian Journal of Medical and Paediatric Oncology : Official Journal of Indian Society of Medical & Paediatric Oncology. 33: 216-20. PMID 23580822 DOI: 10.4103/0971-5851.107083  0.329
2012 Barada KK, Chattopadhyay PK, Ghosh J, Kumar S, Saxena YC. A linear helicon plasma device with controllable magnetic field gradient. The Review of Scientific Instruments. 83: 063501. PMID 22755621 DOI: 10.1063/1.4723816  0.322
2011 Jun G, Ghosh J. Spatially Adaptive Classification of Land Cover With Remote Sensing Data Ieee Transactions On Geoscience and Remote Sensing. 49: 2662-2673. DOI: 10.1109/Tgrs.2011.2105490  0.353
2011 Acharya A, Hruschka ER, Ghosh J, Acharyya S. C3E: A framework for combining ensembles of classifiers and clusterers Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6713: 269-278. DOI: 10.1007/978-3-642-21557-5_29  0.349
2011 Ghosh J, Acharya A. Cluster ensembles Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 1: 305-315. DOI: 10.1002/Widm.32  0.456
2011 Jun G, Ghosh J. Spatially adaptive semi-supervised learning with Gaussian processes for hyperspectral data analysis Statistical Analysis and Data Mining. 4: 358-371. DOI: 10.1002/Sam.10119  0.348
2010 Gupta G, Liu A, Ghosh J. Automated hierarchical density shaving: a robust automated clustering and visualization framework for large biological data sets. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 7: 223-37. PMID 20431143 DOI: 10.1109/Tcbb.2008.32  0.72
2010 Deodhar M, Ghosh J. SCOAL Acm Transactions On Knowledge Discovery From Data. 4: 1-31. DOI: 10.1145/1839490.1839492  0.469
2008 Gupta G, Ghosh J. Bregman bubble clustering Acm Transactions On Knowledge Discovery From Data. 2: 1-49. DOI: 10.1145/1376815.1376817  0.649
2008 Rajan S, Ghosh J, Crawford MM. An active learning approach to hyperspectral data classification Ieee Transactions On Geoscience and Remote Sensing. 46: 1231-1242. DOI: 10.1109/Tgrs.2007.910220  0.54
2008 Punera K, Ghosh J. CONSENSUS-BASED ENSEMBLES OF SOFT CLUSTERINGS Applied Artificial Intelligence. 22: 780-810. DOI: 10.1080/08839510802170546  0.719
2007 Wu X, Kumar V, Ross Quinlan J, Ghosh J, Yang Q, Motoda H, McLachlan GJ, Ng A, Liu B, Yu PS, Zhou Z, Steinbach M, Hand DJ, Steinberg D. Top 10 algorithms in data mining Knowledge and Information Systems. 14: 1-37. DOI: 10.1007/S10115-007-0114-2  0.302
2006 Rajan S, Ghosh J, Crawford MM. Exploiting class hierarchies for knowledge transfer in hyperspectral data Ieee Transactions On Geoscience and Remote Sensing. 44: 3408-3417. DOI: 10.1109/Tgrs.2006.878442  0.557
2006 Chen Y, Crawford MM, Ghosh J. Improved nonlinear manifold learning for land cover classification via intelligent landmark selection International Geoscience and Remote Sensing Symposium (Igarss). 545-548. DOI: 10.1109/IGARSS.2006.144  0.319
2006 Banerjee A, Ghosh J. Scalable Clustering Algorithms with Balancing Constraints Data Mining and Knowledge Discovery. 13: 365-395. DOI: 10.1007/S10618-006-0040-Z  0.471
2006 Ghosh J, Strehl A. Similarity-based text clustering: A comparative study Grouping Multidimensional Data: Recent Advances in Clustering. 73-97. DOI: 10.1007/3-540-28349-8_3  0.703
2005 Banerjee A, Krumpelman C, Ghosh J, Basu S, Mooney RJ. Model-based overlapping clustering Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 532-537. DOI: 10.1145/1081870.1081932  0.356
2005 Merugu S, Ghosh J. A distributed learning framework for heterogeneous data sources Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 208-217. DOI: 10.1145/1081870.1081896  0.659
2005 Ham J, Chen Y, Crawford MM, Ghosh J. Investigation of the random forest framework for classification of hyperspectral data Ieee Transactions On Geoscience and Remote Sensing. 43: 492-501. DOI: 10.1109/Tgrs.2004.842481  0.361
2005 Merugu S, Ghosh J. A privacy-sensitive approach to distributed clustering Pattern Recognition Letters. 26: 399-410. DOI: 10.1016/J.Patrec.2004.08.003  0.695
2005 Zhong S, Ghosh J. Generative model-based document clustering: a comparative study Knowledge and Information Systems. 8: 374-384. DOI: 10.1007/S10115-004-0194-1  0.638
2004 Banerjee A, Ghosh J. Frequency-sensitive competitive learning for scalable balanced clustering on high-dimensional hyperspheres. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 702-19. PMID 15384557 DOI: 10.1109/Tnn.2004.824416  0.458
2004 Morgan JT, Ham J, Crawford MM, Henneguelle A, Ghosh J. Adaptive feature spaces for land cover classification with limited ground truth data International Journal of Pattern Recognition and Artificial Intelligence. 18: 777-799. DOI: 10.1142/S0218001404003411  0.358
2003 Strehl A, Ghosh J. Relationship-based clustering and visualization for high-dimensional data mining Informs Journal On Computing. 15: 208-230. DOI: 10.1287/Ijoc.15.2.208.14448  0.723
2003 Strehl A, Ghosh J. Cluster ensembles - A knowledge reuse framework for combining multiple partitions Journal of Machine Learning Research. 3: 583-617. DOI: 10.1162/153244303321897735  0.734
2003 Banerjee A, Dhillon I, Ghosh J, Sra S. Generative model-based clustering of directional data Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 19-28. DOI: 10.1145/956750.956757  0.343
2003 Banerjee A, Ghosh J. Competitive Learning Mechanisms for Scalable, Incremental and Balanced Clustering of Streaming Texts Proceedings of the International Joint Conference On Neural Networks. 4: 2697-2702.  0.336
2002 Zhong S, Ghosh J. A unified framework for model-based clustering Intelligent Engineering Systems Through Artificial Neural Networks. 12: 3-8. DOI: 10.1162/1532443041827943  0.636
2002 Kumar S, Ghosh J, Crawford MM. Hierarchical fusion of multiple classifiers for hyperspectral data analysis Pattern Analysis and Applications. 5: 210-220. DOI: 10.1007/S100440200019  0.509
2002 Tumer K, Ghosh J. Robust combining of disparate classifiers through order statistics Pattern Analysis and Applications. 5: 189-200. DOI: 10.1007/S100440200017  0.334
2002 Zhong S, Ghosh J. HMMs and coupled HMMs for multi-channel EEG classification Proceedings of the International Joint Conference On Neural Networks. 2: 1154-1159.  0.478
2001 Gupta GK, Ghosh J. Value balanced agglomerative connectivity clustering Proceedings of Spie - the International Society For Optical Engineering. 4384: 6-15. DOI: 10.1117/12.421079  0.642
2001 Kumar S, Ghosh J, Crawford MM. Best-bases feature extraction algorithms for classification of hyperspectral data Ieee Transactions On Geoscience and Remote Sensing. 39: 1368-1379. DOI: 10.1109/36.934070  0.503
2001 Chang KY, Ghosh J. A unified model for probabilistic principal surfaces Ieee Transactions On Pattern Analysis and Machine Intelligence. 23: 22-41. DOI: 10.1109/34.899944  0.457
2000 Kumar S, Ghosh J, Crawford MM. Multiresolution feature extraction for pairwise classification of hyperspectral data Electronic Imaging. 3962: 60-71. DOI: 10.1117/12.382923  0.48
1999 Taha I, Ghosh J. Symbolic interpretation of artificial neural networks Ieee Transactions On Knowledge and Data Engineering. 11: 448-463. DOI: 10.1109/69.774103  0.307
1999 Bollacker KD, Ghosh J. Effective supra-classifiers for knowledge base construction Pattern Recognition Letters. 20: 1347-1352. DOI: 10.1016/S0167-8655(99)00104-X  0.32
1998 Nag A, Ghosh J. Flexible resource-allocating network for noisy data Proceedings of Spie. 3390: 551-559. DOI: 10.1117/12.304846  0.333
1998 Ramamurti V, Ghosh J. Use of localized gating in mixture of experts networks Proceedings of Spie. 3390: 24-35. DOI: 10.1117/12.304812  0.328
1998 Chang KY, Ghosh J. Principal curves for nonlinear feature extraction and classification Proceedings of Spie - the International Society For Optical Engineering. 3307: 120-129. DOI: 10.1117/12.304651  0.338
1997 Stiles BW, Ghosh J. Habituation based neural networks for spatio-temporal classification Neurocomputing. 15: 273-307. DOI: 10.1016/S0925-2312(97)00010-6  0.303
1996 Amaral JN, Ghosh J. A concurrent architecture for serializable production systems Ieee Transactions On Parallel and Distributed Systems. 7: 1265-1280. DOI: 10.1109/71.553276  0.313
1996 Tumer K, Ghosh J. Error Correlation and Error Reduction in Ensemble Classifiers Connection Science. 8: 385-404. DOI: 10.1080/095400996116839  0.314
1996 Ghosh J, Tumer K, Beck S, Deuser L. Integration of neural classifiers for passive sonar signals Control and Dynamic Systems. 77: 301-338. DOI: 10.1016/S0090-5267(96)80033-8  0.34
1995 Shin Y, Ghosh J. Ridge Polynomial Networks Ieee Transactions On Neural Networks. 6: 610-622. DOI: 10.1109/72.377967  0.315
1994 Ghosh J, Chakravarthy SV. The Rapid Kernel Classifier: A Link between the Self-Organizing Feature Map and the Radial Basis Function Network Journal of Intelligent Material Systems and Structures. 5: 211-219. DOI: 10.1177/1045389X9400500207  0.322
1994 Ghosh J, Das S, John A. Concurrent processing of linearly ordered data structures on hypercube multicomputers Ieee Transactions On Parallel and Distributed Systems. 5: 898-911. DOI: 10.1109/71.308529  0.316
1994 Garg V, Ghosh J. Repeated computation of global functions in a distributed environment Ieee Transactions On Parallel and Distributed Systems. 5: 823-834. DOI: 10.1109/71.298209  0.315
1994 Amaral JN, Ghosh J. Speeding Up Production Systems: From Concurrent Matching to Parallel Rule Firing* Machine Intelligence and Pattern Recognition. 14: 139-160. DOI: 10.1016/B978-0-444-81704-4.50013-2  0.314
1994 Chu C, Ghosh J, Aggarwal JK. On Supporting Rule-Based Image Interpretation Using a Distributed Memory Multicomputer Machine Intelligence and Pattern Recognition. 14: 21-44. DOI: 10.1016/B978-0-444-81704-4.50008-9  0.302
1994 Draper JT, Ghosh J. The M-cache: A message-handling mechanism for multicomputer systems Parallel Computing. 20: 1269-1288. DOI: 10.1016/0167-8191(94)90037-X  0.687
1994 Draper JT, Ghosh J. A Comprehensive Analytical Model for Wormhole Routing in Multicomputer Systems Journal of Parallel and Distributed Computing. 23: 202-214. DOI: 10.1006/Jpdc.1994.1132  0.713
1993 Acton ST, Ghosh J, Bovik AC. Fast combinatorial optimization using generalized deterministic annealing Proceedings of Spie. 1966: 402-413. DOI: 10.1117/12.152639  0.303
1993 Ghosh J, Gangishetti NV, Chakravarthy SV. Robust classification of variable-length sonar sequences Proceedings of Spie. 1965: 96-107. DOI: 10.1117/12.152524  0.314
1993 Ghosh J, Goveas KD, Draper JT. Performance Evaluation of a Parallel I/O Subsystem for Hypercube Multicomputers Journal of Parallel and Distributed Computing. 17: 90-106. DOI: 10.1006/Jpdc.1993.1007  0.7
1992 GHOSH J, SHIN Y. EFFICIENT HIGHER-ORDER NEURAL NETWORKS FOR CLASSIFICATION AND FUNCTION APPROXIMATION International Journal of Neural Systems. 3: 323-350. DOI: 10.1142/S0129065792000255  0.313
1992 Ghosh J, Karamcheti V. Sequence learning with recurrent networks: analysis of internal representations Proceedings of Spie. 1710: 449-460. DOI: 10.1117/12.140112  0.318
1992 Ghosh J, Beck SD, Chu C. Evidence combination techniques for robust classification of short-duration oceanic signals Proceedings of Spie. 1706: 266-276. DOI: 10.1117/12.139951  0.324
1992 Amaral JN, Tumer K, Ghosh J. Applying genetic algorithms to the state assignment problem: a case study Proceedings of Spie. 1706: 2-13. DOI: 10.1117/12.139933  0.316
1992 Ghosh J, Deuser LM, Beck SD. A Neural Network Based Hybrid System for Detection, Characterization, and Classification of Short-Duration Oceanic Signals Ieee Journal of Oceanic Engineering. 17: 351-363. DOI: 10.1109/48.180304  0.312
1992 Das SK, Ghosh J, Deo N. Stirling networks: a versatile combinatorial topology for multiprocessor systems Discrete Applied Mathematics. 37: 119-146. DOI: 10.1016/0166-218X(92)90128-W  0.304
1989 Ghosh J, Hwang K. Mapping neural networks onto message-passing multicomputers Journal of Parallel and Distributed Computing. 6: 291-330. DOI: 10.1016/0743-7315(89)90063-4  0.301
1987 Hwang K, Ghosh J. Hypernet: A Communication-Efficient Architecture for Constructing Massively Parallel Computers Ieee Transactions On Computers. 1450-1466. DOI: 10.1109/Tc.1987.5009497  0.347
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