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Joydeep Ghosh Coauthor index pubzone.org

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151Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDuo Ding, Bei Yu, Joydeep Ghosh, David Z. Pan: EPIC: Efficient prediction of IC manufacturing hotspots with a unified meta-classification formulation. ASP-DAC 2012: 263-270
150Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joydeep Ghosh: A probabilistic imputation framework for predictive analysis using variably aggregated, multi-source healthcare data. IHI 2012: 445-454
149Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Eduardo R. Hruschka, Joydeep Ghosh: A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster Ensembles CoRR abs/1204.4521: (2012)
148Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnish Mittal, Gautam S. Muralidhar, Joydeep Ghosh, Alan C. Bovik: Blind Image Quality Assessment Without Human Training Using Latent Quality Factors. IEEE Signal Process. Lett. 19(2): 75-78 (2012)
2011
147no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChid Apté, Joydeep Ghosh, Padhraic Smyth: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011 ACM 2011
146Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDean Teffer, Amanda Hutton, Joydeep Ghosh: Temporal Distributed Learning with Heterogeneous Data Using Gaussian Mixtures. ICDM Workshops 2011: 196-203
145no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAayush Sharma, Meghana Deodhar, Joydeep Ghosh: Prediction of New Customer-Product Affinities from Rich Dyadic Data using Localized Models. Industrial Conference on Data Mining - Workshops 2011: 103-112
144Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya: C 3E: A Framework for Combining Ensembles of Classifiers and Clusterers. MCS 2011: 269-278
143Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joydeep Ghosh: Compact Ensemble Trees for Imbalanced Data. MCS 2011: 86-95
142Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Eduardo R. Hruschka, Joydeep Ghosh: A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster Ensembles. SocialCom/PASSAT 2011: 1169-1172
141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: Spatially Adaptive Classification of Land Cover With Remote Sensing Data. IEEE T. Geoscience and Remote Sensing 49(7): 2662-2673 (2011)
140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: Spatially adaptive semi-supervised learning with Gaussian processes for hyperspectral data analysis. Statistical Analysis and Data Mining 4(4): 358-371 (2011)
139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Ayan Acharya: Cluster ensembles. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 1(4): 305-315 (2011)
2010
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: Spatially Adaptive Semi-supervised Learning with Gaussian Processes for Hyperspectral Data Analysis. CIDU 2010: 27-38
137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Joydeep Ghosh: A Decoupled Approach for Modeling Heterogeneous Dyadic Data with Covariates. GrC 2010: 143-148
136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Clinton Jones, Joydeep Ghosh: Parallel Simultaneous Co-clustering and Learning with Map-Reduce. GrC 2010: 149-154
135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrivatsava Daruru, Sankari Dhandapani, Gunjan Gupta, Ilian Iliev, Weijia Xu, Paul Navratil, Nena M. Marin, Joydeep Ghosh: Distributed, Scalable Clustering for Detecting Halos in Terascale Astronomy Datasets. ICDM Workshops 2010: 138-147
134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: Nearest-Manifold Classification with Gaussian Processes. ICPR 2010: 914-917
133no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh: Actionable Mining of Large, Multi-relational Data using Localized Predictive Models. KDIR 2010: 09-010
132no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh, Vladan Radosavljevic, Zoran Obradovic: Predicting Ground-based Aerosol Optical Depth with Satellite Images Via Gaussian Processes. KDIR 2010: 370-375
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Liu, Cheryl E. Martin, Brian La Cour, Joydeep Ghosh: Effects of Oversampling Versus Cost-Sensitive Learning for Bayesian and SVM Classifiers. Data Mining 2010: 159-192
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunjan Gupta, Alexander Liu, Joydeep Ghosh: Automated Hierarchical Density Shaving: A Robust Automated Clustering and Visualization Framework for Large Biological Data Sets. IEEE/ACM Trans. Comput. Biology Bioinform. 7(2): 223-237 (2010)
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Joydeep Ghosh: SCOAL: A framework for simultaneous co-clustering and learning from complex data. TKDD 4(3): (2010)
2009
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Liu, Goo Jun, Joydeep Ghosh: A Self-training Approach to Cost Sensitive Uncertainty Sampling. ECML/PKDD (1) 2009: 10
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Ranga Raju Vatsavai, Joydeep Ghosh: Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes. ICDM Workshops 2009: 597-603
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Gunjan Gupta, Joydeep Ghosh, Hyuk Cho, Inderjit S. Dhillon: A scalable framework for discovering coherent co-clusters in noisy data. ICML 2009: 31
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: Spatially Adaptive Classification of Hyperspectral Data with Gaussian Processes. IGARSS (2) 2009: 290-293
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Liu, Goo Jun, Joydeep Ghosh: Active Learning of Hyperspectral Data with Spatially Dependent Label Acquisition Costs. IGARSS (5) 2009: 256-259
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrivatsava Daruru, Nena M. Marin, Matt Walker, Joydeep Ghosh: Pervasive parallelism in data mining: dataflow solution to co-clustering large and sparse Netflix data. KDD 2009: 1115-1124
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Joydeep Ghosh: Mining for the most certain predictions from dyadic data. KDD 2009: 249-258
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: Multi-class Boosting with Class Hierarchies. MCS 2009: 32-41
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: Hybrid Hierarchical Classifiers for Hyperspectral Data Analysis. MCS 2009: 42-51
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Liu, Goo Jun, Joydeep Ghosh: Spatially Cost-Sensitive Active Learning. SDM 2009: 814-825
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Liu, Goo Jun, Joydeep Ghosh: A self-training approach to cost sensitive uncertainty sampling. Machine Learning 76(2-3): 257-270 (2009)
2008
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSreangsu Acharyya, Joydeep Ghosh: A spam resistant family of concavo-convex ranks for link analysis. CIKM 2008: 1505-1506
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Joydeep Ghosh, Gunjan Gupta, Hyuk Cho, Inderjit S. Dhillon: Hunting for Coherent Co-clusters in High Dimensional and Noisy Datasets. ICDM Workshops 2008: 654-663
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Joydeep Ghosh: Simultaneous Co-segmentation and Predictive Modeling for Large, Temporal Marketing Data. ICDM Workshops 2008: 806-815
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWonkook Kim, Melba M. Crawford, Joydeep Ghosh: Spatially Adapted Manifold Learning for Classification of Hyperspectral Imagery with Insufficient Labeled Data. IGARSS (1) 2008: 213-216
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: An Efficient Active Learning Algorithm with Knowledge Transfer for Hyperspectral Data Analysis. IGARSS (1) 2008: 52-55
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh: Probabilistic frameworks for privacy-aware data mining. ISI 2008
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatthew Riley, Eric Heinen, Joydeep Ghosh: A Text Retrieval Approach to Content-Based Audio Hashing. ISMIR 2008: 295-300
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKunal Punera, Joydeep Ghosh: Enhanced hierarchical classification via isotonic smoothing. WWW 2008: 151-160
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKunal Punera, Joydeep Ghosh: Consensus-Based Ensembles of Soft Clusterings. Applied Artificial Intelligence 22(7&8): 780-810 (2008)
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuju Rajan, Joydeep Ghosh, Melba M. Crawford: An Active Learning Approach to Hyperspectral Data Classification. IEEE T. Geoscience and Remote Sensing 46(4): 1231-1242 (2008)
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYue Luo, Ajay Joshi, Aashish Phansalkar, Lizy Kurian John, Joydeep Ghosh: Analysing and improving clustering based sampling for microprocessor simulation. IJHPCN 5(4): 200-214 (2008)
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg: Top 10 algorithms in data mining. Knowl. Inf. Syst. 14(1): 1-37 (2008)
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunjan Gupta, Joydeep Ghosh: Bregman bubble clustering: A robust framework for mining dense clusters. TKDD 2(2): (2008)
2007
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChase Krumpelman, Joydeep Ghosh: Matching and Visualization of Multiple Overlapping Clusterings of Microarray Data. CIBCB 2007: 121-126
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangchi Chen, Melba M. Crawford, Joydeep Ghosh: Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification. CIDM 2007: 316-322
102no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Liu, Joydeep Ghosh, Cheryl E. Martin: Generative Oversampling for Mining Imbalanced Datasets. DMIN 2007: 66-72
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWonkook Kim, Yangchi Chen, Melba M. Crawford, James C. Tilton, Joydeep Ghosh: Multiresolution manifold learning for classification of hyperspectral data. IGARSS 2007: 3785-3788
100no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Joydeep Ghosh: Simultaneous Co-clustering and Modeling of Market Data. Industrial Conference on Data Mining - Posters and Workshops 2007: 73-82
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Joydeep Ghosh: A framework for simultaneous co-clustering and learning from complex data. KDD 2007: 250-259
98no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKunal Punera, Joydeep Ghosh: Consensus Based Ensembles of Soft Clusterings. MLMTA 2007: 3-9
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha: A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation. Journal of Machine Learning Research 8: 1919-1986 (2007)
2006
96no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Diane Lambert, David B. Skillicorn, Jaideep Srivastava: Proceedings of the Sixth SIAM International Conference on Data Mining, April 20-22, 2006, Bethesda, MD, USA SIAM 2006
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunjan Gupta, Joydeep Ghosh: Bregman Bubble Clustering: A Robust, Scalable Framework for Locating Multiple, Dense Regions in Data. ICDM 2006: 232-243
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMeghana Deodhar, Joydeep Ghosh: Consensus Clustering for Detection of Overlapping Clusters in Microarray Data. ICDM Workshops 2006: 104-108
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKunal Punera, Suju Rajan, Joydeep Ghosh: Automatic Construction of N-ary Tree Based Taxonomies. ICDM Workshops 2006: 75-79
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunjan Gupta, Alexander Liu, Joydeep Ghosh: Hierarchical Density Shaving: A clustering and visualization framework for large biological datasets. ICDM Workshops 2006: 89-93
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLS. Raj, Joydeep Ghosh, Melba M. Crawford: An Active Learning Approach to Knowledge Transfer for Hyperspectral Data Analysis. IGARSS 2006: 541-544
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangchi Chen, Melba M. Crawford, Joydeep Ghosh: Improved Nonlinear Manifold Learning for Land Cover Classification via Intelligent Landmark Selection. IGARSS 2006: 545-548
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Joydeep Ghosh: Scalable Clustering Algorithms with Balancing Constraints. Data Min. Knowl. Discov. 13(3): 365-395 (2006)
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuju Rajan, Joydeep Ghosh, Melba M. Crawford: Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data. IEEE T. Geoscience and Remote Sensing 44(11-2): 3408-3417 (2006)
2005
87no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuju Rajan, Kunal Punera, Joydeep Ghosh: A Maximum Likelihood Framework for Integrating Taxonomies. AAAI 2005: 856-861
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKuiyu Chang, Joydeep Ghosh: Probabilistic Principal Surface Classifier. FSKD (2) 2005: 1236-1244
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKunal Punera, Joydeep Ghosh: CLUMP: A Scalable and Robust Framework for Structure Discovery. ICDM 2005: 757-760
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunjan Gupta, Joydeep Ghosh: Robust one-class clustering using hybrid global and local search. ICML 2005: 273-280
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrujana Merugu, Joydeep Ghosh: A distributed learning framework for heterogeneous data sources. KDD 2005: 208-217
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Chase Krumpelman, Joydeep Ghosh, Sugato Basu, Raymond J. Mooney: Model-based overlapping clustering. KDD 2005: 532-537
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuju Rajan, Joydeep Ghosh: Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data. Multiple Classifier Systems 2005: 417-427
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYue Luo, Ajay Joshi, Aashish Phansalkar, Lizy Kurian John, Joydeep Ghosh: Analyzing and Improving Clustering Based Sampling for Microprocessor Simulation. SBAC-PAD 2005: 193-200
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKunal Punera, Suju Rajan, Joydeep Ghosh: Automatically learning document taxonomies for hierarchical classification. WWW (Special interest tracks and posters) 2005: 1010-1011
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJisoo Ham, Yangchi Chen, Melba M. Crawford, Joydeep Ghosh: Investigation of the random forest framework for classification of hyperspectral data. IEEE T. Geoscience and Remote Sensing 43(3): 492-501 (2005)
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra: Clustering on the Unit Hypersphere using von Mises-Fisher Distributions. Journal of Machine Learning Research 6: 1345-1382 (2005)
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. Journal of Machine Learning Research 6: 1705-1749 (2005)
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShi Zhong, Joydeep Ghosh: Generative model-based document clustering: a comparative study. Knowl. Inf. Syst. 8(3): 374-384 (2005)
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrujana Merugu, Joydeep Ghosh: A privacy-sensitive approach to distributed clustering. Pattern Recognition Letters 26(4): 399-410 (2005)
2004
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu: An information theoretic analysis of maximum likelihood mixture estimation for exponential families. ICML 2004
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha: A generalized maximum entropy approach to bregman co-clustering and matrix approximation. KDD 2004: 509-514
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuju Rajan, Joydeep Ghosh: An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems. Multiple Classifier Systems 2004: 283-292
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. SDM 2004
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSreangsu Acharyya, Joydeep Ghosh: Outlink estimation for pagerank computation under missing data. WWW (Alternate Track Papers & Posters) 2004: 486-487
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Joydeep Ghosh: Frequency-sensitive competitive learning for scalable balanced clustering on high-dimensional hyperspheres. IEEE Transactions on Neural Networks 15(3): 702-719 (2004)
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoseph T. Morgan, Jisoo Ham, Melba M. Crawford, Alex Henneguelle, Joydeep Ghosh: Adaptive Feature Spaces For Land Cover Classification With Limited Ground Truth Data. IJPRAI 18(5): 777-799 (2004)
2003
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrujana Merugu, Joydeep Ghosh: Privacy-preserving Distributed Clustering using Generative Models. ICDM 2003: 211-218
65no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlex Henneguelle, Joydeep Ghosh, Melba M. Crawford: Polyline Feature Extraction for Land Cover Classification using Hyperspectral Data. IICAI 2003: 256-269
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra: Generative model-based clustering of directional data. KDD 2003: 19-28
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShi Zhong, Joydeep Ghosh: Scalable, Balanced Model-based Clustering. SDM 2003
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Strehl, Joydeep Ghosh: Relationship-Based Clustering and Visualization for High-Dimensional Data Mining. INFORMS Journal on Computing 15(2): 208-230 (2003)
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShi Zhong, Joydeep Ghosh: A Unified Framework for Model-based Clustering. Journal of Machine Learning Research 4: 1001-1037 (2003)
2002
60no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Strehl, Joydeep Ghosh: Cluster Ensembles A Knowledge Reuse Framework for Combining Partitionings. AAAI/IAAI 2002: 93-
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh: Multiclassifier Systems: Back to the Future. Multiple Classifier Systems 2002: 1-15
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoseph T. Morgan, Alex Henneguelle, Melba M. Crawford, Joydeep Ghosh, Amy Neuenschwander: Adaptive Feature Spaces for Land Cover Classification with Limited Ground Truth Data. Multiple Classifier Systems 2002: 189-200
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Joydeep Ghosh: On Scaling Up Balanced Clustering Algorithms. SDM 2002
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Strehl, Joydeep Ghosh: Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions. Journal of Machine Learning Research 3: 583-617 (2002)
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKagan Tumer, Joydeep Ghosh: Robust Combining of Disparate Classifiers through Order Statistics. Pattern Anal. Appl. 5(2): 189-200 (2002)
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShailesh Kumar, Joydeep Ghosh, Melba M. Crawford: Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis. Pattern Anal. Appl. 5(2): 210-220 (2002)
2001
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSugato Basu, Raymond J. Mooney, Krupakar V. Pasupuleti, Joydeep Ghosh: Evaluating the novelty of text-mined rules using lexical knowledge. KDD 2001: 233-238
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKuiyu Chang, Joydeep Ghosh: A Unified Model for Probabilistic Principal Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 23(1): 22-41 (2001)
2000
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Strehl, Joydeep Ghosh: A Scalable Approach to Balanced, High-Dimensional Clustering of Market-Baskets. HiPC 2000: 525-536
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLA. Agogino, Joydeep Ghosh, Stavros J. Perantonis, Vassilis Virvilis, Sergios Petridis, Paulo J. G. Lisboa: The Role of Multiple, Linear-Projection Based Visualization Techniques in RBF-Based Classification of High Dimensional Data. IJCNN (3) 2000: 47-52
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShailesh Kumar, Joydeep Ghosh, Melba M. Crawford: A Hierarchical Multiclassifier System for Hyperspectral Data Analysis. Multiple Classifier Systems 2000: 270-279
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWade Schwartzkopf, Thomas E. Milner, Joydeep Ghosh, Brian L. Evans, Alan C. Bovik: Two-Dimensional Phase Unwrapping Using Neural Networks. SSIAI 2000: 274-277
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic: Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. SIGKDD Explorations 2(2): 108-109 (2000)
1999
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKagan Tumer, Joydeep Ghosh: Robust Combining of Disparate Classifiers through Order Statistics CoRR cs.LG/9905013: (1999)
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKagan Tumer, Nirmala Ramanujam, Joydeep Ghosh, Rebecca R. Richards-Kortum: Ensembles of Radial Basis Function Networks for Spectroscopic Detection of Cervical Pre-Cancer CoRR cs.NE/9905011: (1999)
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKagan Tumer, Joydeep Ghosh: Linear and Order Statistics Combiners for Pattern Classification CoRR cs.NE/9905012: (1999)
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIsmail A. Taha, Joydeep Ghosh: Symbolic Interpretation of Artificial Neural Networks. IEEE Trans. Knowl. Data Eng. 11(3): 448-463 (1999)
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLViswanath Ramamurti, Joydeep Ghosh: Structurally adaptive modular networks for nonstationary environments. IEEE Transactions on Neural Networks 10(1): 152-160 (1999)
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLT. Kyuel, Wilson S. Geisler, Joydeep Ghosh: Retinally reconstructed images: digital images having a resolution match with the human eye. IEEE Transactions on Systems, Man, and Cybernetics, Part A 29(2): 235-243 (1999)
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTurker Kuyel, Wilson S. Geisler, Joydeep Ghosh: Fast image classification using a sequence of visual fixations. IEEE Transactions on Systems, Man, and Cybernetics, Part B 29(2): 304-308 (1999)
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKurt D. Bollacker, Joydeep Ghosh: Effective supra-classifiers for knowledge base construction. Pattern Recognition Letters 20(11-13): 1347-1352 (1999)
1998
38no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKurt D. Bollacker, Joydeep Ghosh: A Supra-Classifier Architecture for Scalable Knowledge Reuse. ICML 1998: 64-72
1997
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShishir Shah, J. K. Aggarwal, Jayakrishnan Eledath, Joydeep Ghosh: Multisensor Integration for Scene Classifiction: An Experiment in Human Form Detection. ICIP (2) 1997: 199-
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrinivasa V. Chakravarthy, Joydeep Ghosh: On Hebbian-like adaptation in heart muscle: a proposal for 'cardiac memory'. Biological Cybernetics 76(3): 207-215 (1997)
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWassim S. Chaer, Robert H. Bishop, Joydeep Ghosh: A mixture-of-experts framework for adaptive Kalman filtering. IEEE Transactions on Systems, Man, and Cybernetics, Part B 27(3): 452-464 (1997)
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrinivasa V. Chakravarthy, Joydeep Ghosh: Function Emulation Using Radial Basis Function Networks. Neural Networks 10(3): 459-478 (1997)
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBryan W. Stiles, Joydeep Ghosh: Habituation based neural networks for spatio-temporal classification. Neurocomputing 15(3-4): 273-307 (1997)
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKurt D. Bollacker, Joydeep Ghosh: Knowledge reuse in multiple classifier systems. Pattern Recognition Letters 18(11-13): 1385-1390 (1997)
1996
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKagan Tumer, Nirmala Ramanujam, Rebecca R. Richards-Kortum, Joydeep Ghosh: Spectroscopic Detection of Cervical Pre-Cancer through Radial Basis Function Networks. NIPS 1996: 981-987
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrinivasa V. Chakravarthy, Joydeep Ghosh: A complex-valued associative memory for storing patterns as oscillatory states. Biological Cybernetics 75(3): 229-238 (1996)
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKagan Tumer, Joydeep Ghosh: Error Correlation and Error Reduction in Ensemble Classifiers. Connect. Sci. 8(3): 385-404 (1996)
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé N. Amaral, Joydeep Ghosh: A Concurrent Architecture for Serializable Production Systems. IEEE Trans. Parallel Distrib. Syst. 7(12): 1265-1280 (1996)
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKagan Tumer, Joydeep Ghosh: Analysis of decision boundaries in linearly combined neural classifiers. Pattern Recognition 29(2): 341-348 (1996)
1995
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé N. Amaral, Joydeep Ghosh: Performance measurements of a concurrent production system architecture without global synchronization. IPPS 1995: 790-797
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSong Chong, San-qi Li, Joydeep Ghosh: Predictive Dynamic Bandwidth Allocation for Efficient Transport of Real-Time VBR Video over ATM. IEEE Journal on Selected Areas in Communications 13(1): 12-23 (1995)
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJosé Nelson Amaral, Kagan Tumer, Joydeep Ghosh: Designing genetic algorithms for the state assignment problem. IEEE Transactions on Systems, Man, and Cybernetics 25(4): 687-694 (1995)
1994
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKagan Tumer, Joydeep Ghosh: Sequence Recognition by Input Anticipation. IEA/AIE 1994: 77-86
22no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSong Chong, San-qi Li, Joydeep Ghosh: Dynamic Bandwidth Allocation for Efficient Transport of Real-Time VBR Video over ATM. INFOCOM 1994: 81-90
21no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Patrick LaCour, Spence Jackson: OTA Based Neural Network Architectures with On-Chip Tuning of Synapses. VLSI Design 1994: 71-76
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVijay K. Garg, Joydeep Ghosh: Repeated Computation of Global Functions in a Distributed Environment. IEEE Trans. Parallel Distrib. Syst. 5(8): 823-834 (1994)
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Sajal K. Das, Ajita John: Concurrent Processing of Linearly Ordered Data Structures on Hypercube Multicomputers. IEEE Trans. Parallel Distrib. Syst. 5(9): 898-911 (1994)
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJeffrey T. Draper, Joydeep Ghosh: A Comprehensive Analytical Model for Wormhole Routng in Multicomputer Systems. J. Parallel Distrib. Comput. 23(2): 202-214 (1994)
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJeffrey T. Draper, Joydeep Ghosh: The M-Cache: A Message-Handling Mechanism for Multicomputer Systems. Parallel Computing 20(9): 1269-1288 (1994)
1993
16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Nari Krishnamurthy: Fault-Tolerant Arbitration in Multichip Crossbar Switches. VLSI Design 1993: 351-356
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHung-Jen Chang, Joydeep Ghosh: Pattern association and retrieval in a continuous neural system. Biological Cybernetics 69(1): 77-86 (1993)
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Kelvin D. Goveas, Jeffrey T. Draper: Performance Evaluation of a Parallel I/O Subsystem for Hypercube Multicomputers. J. Parallel Distrib. Comput. 17(1-2): 90-106 (1993)
1992
13no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJeffrey T. Draper, Joydeep Ghosh: Multipath E-Cube Algorithms (MECA) for Adaptive Wormhole Routing and Broadcasting in itk-ary itn-Cubes. IPPS 1992: 407-410
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSajal K. Das, Joydeep Ghosh, Narsingh Deo: Stirling Networks: A Versatile Combinatorial Topology for Multiprocessor Systems. Discrete Applied Mathematics 37/38: 119-146 (1992)
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHung-Jen Chang, Joydeep Ghosh, Kadir Liano: A Macroscopic Model of Neural Ensembles: Learning-Induced Oscillations in a Cell Assembly. Int. J. Neural Syst. 3(2): 179-198 (1992)
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Yoan Shin: Efficient Higher-Order Neural Networks for Classification and Function Approximation. Int. J. Neural Syst. 3(4): 323-350 (1992)
1991
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Bipul Agarwal: Parallel I/O Subsystems for Distributed-Memory Multicomputers. IPPS 1991: 381-384
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJeffrey T. Draper, Joydeep Ghosh, William C. Athas: The M-cache: a message-retrieving mechanism for multicomputer systems. SPDP 1991: 258-265
1990
7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVijay K. Garg, Joydeep Ghosh: Symmetry in Spite of Hierarchy. ICDCS 1990: 4-11
1989
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Kai Hwang: Mapping Neural Networks onto Message-Passing Multicomputers. J. Parallel Distrib. Comput. 6(2): 291-330 (1989)
1988
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnujan Varma, Joydeep Ghosh, Christos J. Georgiou: Reliable design of large crosspoint switching networks. FTCS 1988: 320-325
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Kai Hwang: Critical Issues in Mapping Neural Networks on Message-Passing Multicomputers. ISCA 1988: 3-11
1987
3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai Hwang, Joydeep Ghosh: Hypernet Architectures for Parallel Processing. ICPP 1987: 810-819
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai Hwang, Joydeep Ghosh, Raymond Chowkwanyun: Computer Architectures for Artificial Intelligence Processing. IEEE Computer 20(1): 19-27 (1987)
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai Hwang, Joydeep Ghosh: Hypernet: A Communication-Efficient Architecture for Constructing Massively Parallel Computers. IEEE Trans. Computers 36(12): 1450-1466 (1987)

Coauthor Index

1Ayan Acharya [139] [142] [144] [149]
2Sreangsu Acharyya [69] [117] [144]
3Bipul Agarwal [9]
4Jake K. Aggarwal (J. K. Aggarwal) [37]
5A. Agogino [50]
6José Nelson Amaral (José N. Amaral) [24] [26] [28]
7Chidanand Apté (Chid Apté) [147]
8William C. Athas [8]
9Arindam Banerjee [57] [64] [68] [70] [72] [73] [76] [77] [82] [89] [97]
10Sugato Basu [53] [82]
11Robert H. Bishop [35]
12Kurt D. Bollacker [32] [38] [39]
13Alan C. Bovik (Alan Conrad Bovik) [48] [148]
14Wassim S. Chaer [35]
15Srinivasa V. Chakravarthy [30] [34] [36]
16Hung-Jen Chang [11] [15]
17Kuiyu Chang [52] [86]
18Yangchi Chen [78] [90] [101] [103]
19Hyuk Cho [116] [126]
20Song Chong [22] [25]
21Raymond Chowkwanyun [2]
22Brian La Cour [131]
23Melba M. Crawford [49] [54] [58] [65] [67] [78] [88] [90] [91] [101] [103] [108] [114]
24Srivatsava Daruru [123] [135]
25Sajal K. Das [12] [19]
26Narsingh Deo [12]
27Meghana Deodhar [94] [99] [100] [115] [116] [122] [126] [129] [136] [137] [145]
28Sankari Dhandapani [135]
29Inderjit S. Dhillon [64] [70] [72] [73] [76] [77] [97] [116] [126]
30Duo Ding [151]
31Jeffrey T. Draper (Jeff Draper) [8] [13] [14] [17] [18]
32Jayakrishnan Eledath [37]
33Brian L. Evans [48]
34Vijay K. Garg [7] [20]
35Wilson S. Geisler [40] [41]
36Christos J. Georgiou [5]
37Kelvin D. Goveas [14]
38Gunjan Gupta [84] [92] [95] [105] [116] [126] [130] [135]
39Jisoo Ham [67] [78]
40David J. Hand [106]
41Eric Heinen [111]
42Alex Henneguelle [58] [65] [67]
43Eduardo R. Hruschka [142] [144] [149]
44Amanda Hutton [146]
45Kai Hwang [1] [2] [3] [4] [6]
46Ilian Iliev [135]
47Spence Jackson [21]
48Ajita John [19]
49Lizy Kurian John (Lizy K. John) [80] [107]
50Clinton Jones [136]
51Ajay Joshi [80] [107]
52Goo Jun [113] [118] [119] [120] [121] [124] [125] [127] [128] [132] [134] [138] [140] [141]
53Hillol Kargupta [47]
54Wonkook Kim [101] [114]
55Nari Krishnamurthy [16]
56Chase Krumpelman [82] [104]
57Shailesh Kumar [49] [54]
58Vipin Kumar [47] [106]
59Turker Kuyel [40]
60T. Kyuel [41]
61Patrick LaCour [21]
62Diane Lambert [96]
63San-qi Li [22] [25]
64Kadir Liano [11]
65Paulo J. G. Lisboa [50]
66Alexander Liu [92] [102] [118] [119] [124] [128] [130] [131]
67Bing Liu [106]
68Yue Luo [80] [107]
69Nena M. Marin [123] [135]
70Cheryl E. Martin [102] [131]
71Geoffrey J. McLachlan [106]
72Srujana Merugu [66] [70] [72] [73] [74] [76] [83] [97]
73Thomas E. Milner [48]
74Anish Mittal [148]
75Dharmendra S. Modha [72] [97]
76Raymond J. Mooney [53] [82]
77Joseph T. Morgan [58] [67]
78Hiroshi Motoda [106]
79Gautam S. Muralidhar [148]
80Paul Navratil [135]
81Amy Neuenschwander [58]
82Angus F. M. Ng [106]
83Zoran Obradovic [47] [132]
84David Z. Pan (David Zhigang Pan) [151]
85Yubin Park [143] [150]
86Krupakar V. Pasupuleti [53]
87Stavros J. Perantonis [50]
88Sergios Petridis [50]
89Aashish Phansalkar [80] [107]
90Kunal Punera [79] [85] [87] [93] [98] [109] [110]
91J. Ross Quinlan [106]
92Vladan Radosavljevic [132]
93S. Raj [91]
94Suju Rajan [71] [79] [81] [87] [88] [93] [108]
95Viswanath Ramamurti [42]
96Nirmala Ramanujam [31] [45]
97Rebecca R. Richards-Kortum [31] [45]
98Matthew Riley [111]
99Wade Schwartzkopf [48]
100Shishir Shah [37]
101Aayush Sharma [145]
102Yoan Shin (Yoan San Shin) [10]
103David B. Skillicorn [96]
104Padhraic Smyth [147]
105Suvrit Sra [64] [77]
106Jaideep Srivastava [96]
107Michael Steinbach [106]
108Dan Steinberg [106]
109Bryan W. Stiles [33]
110Alexander Strehl [51] [56] [60] [62]
111Ismail A. Taha [43]
112Dean Teffer [146]
113James C. Tilton [101]
114Kagan Tumer [23] [24] [27] [29] [31] [44] [45] [46] [55]
115Anujan Varma [5]
116Ranga Raju Vatsavai [127]
117Vassilis Virvilis [50]
118Matt Walker [123]
119Xindong Wu [106]
120Weijia Xu [135]
121Qiang Yang [106]
122Bei Yu [151]
123Philip S. Yu [106]
124Shi Zhong [61] [63] [75]
125Zhi-Hua Zhou [106]

Colors in the list of coauthors

Last update Wed May 30 22:34:44 2012 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page