Joydeep Ghosh

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98EESreangsu Acharyya, Joydeep Ghosh: A spam resistant family of concavo-convex ranks for link analysis. CIKM 2008: 1505-1506
97EEMeghana 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
96EEMeghana Deodhar, Joydeep Ghosh: Simultaneous Co-segmentation and Predictive Modeling for Large, Temporal Marketing Data. ICDM Workshops 2008: 806-815
95EEJoydeep Ghosh: Probabilistic frameworks for privacy-aware data mining. ISI 2008
94EEKunal Punera, Joydeep Ghosh: Enhanced hierarchical classification via isotonic smoothing. WWW 2008: 151-160
93EEKunal Punera, Joydeep Ghosh: Consensus-Based Ensembles of Soft Clusterings. Applied Artificial Intelligence 22(7&8): 780-810 (2008)
92EEXindong 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)
91EEGunjan Gupta, Joydeep Ghosh: Bregman bubble clustering: A robust framework for mining dense clusters. TKDD 2(2): (2008)
90EEChase Krumpelman, Joydeep Ghosh: Matching and Visualization of Multiple Overlapping Clusterings of Microarray Data. CIBCB 2007: 121-126
89EEYangchi Chen, Melba M. Crawford, Joydeep Ghosh: Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification. CIDM 2007: 316-322
88 Alexander Liu, Joydeep Ghosh, Cheryl Martin: Generative Oversampling for Mining Imbalanced Datasets. DMIN 2007: 66-72
87 Meghana Deodhar, Joydeep Ghosh: Simultaneous Co-clustering and Modeling of Market Data. Industrial Conference on Data Mining - Posters and Workshops 2007: 73-82
86EEMeghana Deodhar, Joydeep Ghosh: A framework for simultaneous co-clustering and learning from complex data. KDD 2007: 250-259
85 Kunal Punera, Joydeep Ghosh: Consensus Based Ensembles of Soft Clusterings. MLMTA 2007: 3-9
84 Joydeep 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
83EEGunjan Gupta, Joydeep Ghosh: Bregman Bubble Clustering: A Robust, Scalable Framework for Locating Multiple, Dense Regions in Data. ICDM 2006: 232-243
82EEMeghana Deodhar, Joydeep Ghosh: Consensus Clustering for Detection of Overlapping Clusters in Microarray Data. ICDM Workshops 2006: 104-108
81EEKunal Punera, Suju Rajan, Joydeep Ghosh: Automatic Construction of N-ary Tree Based Taxonomies. ICDM Workshops 2006: 75-79
80EEGunjan Gupta, Alexander Liu, Joydeep Ghosh: Hierarchical Density Shaving: A clustering and visualization framework for large biological datasets. ICDM Workshops 2006: 89-93
79EEArindam Banerjee, Joydeep Ghosh: Scalable Clustering Algorithms with Balancing Constraints. Data Min. Knowl. Discov. 13(3): 365-395 (2006)
78 Suju Rajan, Kunal Punera, Joydeep Ghosh: A Maximum Likelihood Framework for Integrating Taxonomies. AAAI 2005: 856-861
77EEKuiyu Chang, Joydeep Ghosh: Probabilistic Principal Surface Classifier. FSKD (2) 2005: 1236-1244
76EEKunal Punera, Joydeep Ghosh: CLUMP: A Scalable and Robust Framework for Structure Discovery. ICDM 2005: 757-760
75EEGunjan Gupta, Joydeep Ghosh: Robust one-class clustering using hybrid global and local search. ICML 2005: 273-280
74EESrujana Merugu, Joydeep Ghosh: A distributed learning framework for heterogeneous data sources. KDD 2005: 208-217
73EEArindam Banerjee, Chase Krumpelman, Joydeep Ghosh, Sugato Basu, Raymond J. Mooney: Model-based overlapping clustering. KDD 2005: 532-537
72EESuju Rajan, Joydeep Ghosh: Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data. Multiple Classifier Systems 2005: 417-427
71EEYue Luo, Ajay Joshi, Aashish Phansalkar, Lizy Kurian John, Joydeep Ghosh: Analyzing and Improving Clustering Based Sampling for Microprocessor Simulation. SBAC-PAD 2005: 193-200
70EEKunal Punera, Suju Rajan, Joydeep Ghosh: Automatically learning document taxonomies for hierarchical classification. WWW (Special interest tracks and posters) 2005: 1010-1011
69EEArindam 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)
68EEArindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. Journal of Machine Learning Research 6: 1705-1749 (2005)
67EEShi Zhong, Joydeep Ghosh: Generative model-based document clustering: a comparative study. Knowl. Inf. Syst. 8(3): 374-384 (2005)
66EESrujana Merugu, Joydeep Ghosh: A privacy-sensitive approach to distributed clustering. Pattern Recognition Letters 26(4): 399-410 (2005)
65EEArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu: An information theoretic analysis of maximum likelihood mixture estimation for exponential families. ICML 2004
64EEArindam 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
63EESuju Rajan, Joydeep Ghosh: An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems. Multiple Classifier Systems 2004: 283-292
62EEArindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. SDM 2004
61EESreangsu Acharyya, Joydeep Ghosh: Outlink estimation for pagerank computation under missing data. WWW (Alternate Track Papers & Posters) 2004: 486-487
60EEJoseph 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)
59EESrujana Merugu, Joydeep Ghosh: Privacy-preserving Distributed Clustering using Generative Models. ICDM 2003: 211-218
58 Alex Henneguelle, Joydeep Ghosh, Melba M. Crawford: Polyline Feature Extraction for Land Cover Classification using Hyperspectral Data. IICAI 2003: 256-269
57EEArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra: Generative model-based clustering of directional data. KDD 2003: 19-28
56EEShi Zhong, Joydeep Ghosh: Scalable, Balanced Model-based Clustering. SDM 2003
55EEAlexander Strehl, Joydeep Ghosh: Relationship-Based Clustering and Visualization for High-Dimensional Data Mining. INFORMS Journal on Computing 15(2): 208-230 (2003)
54EEShi Zhong, Joydeep Ghosh: A Unified Framework for Model-based Clustering. Journal of Machine Learning Research 4: 1001-1037 (2003)
53 Alexander Strehl, Joydeep Ghosh: Cluster Ensembles A Knowledge Reuse Framework for Combining Partitionings. AAAI/IAAI 2002: 93-
52EEJoydeep Ghosh: Multiclassifier Systems: Back to the Future. Multiple Classifier Systems 2002: 1-15
51EEJoseph 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
50EEArindam Banerjee, Joydeep Ghosh: On Scaling Up Balanced Clustering Algorithms. SDM 2002
49EEAlexander Strehl, Joydeep Ghosh: Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions. Journal of Machine Learning Research 3: 583-617 (2002)
48EEKagan Tumer, Joydeep Ghosh: Robust Combining of Disparate Classifiers through Order Statistics. Pattern Anal. Appl. 5(2): 189-200 (2002)
47EEShailesh Kumar, Joydeep Ghosh, Melba M. Crawford: Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis. Pattern Anal. Appl. 5(2): 210-220 (2002)
46EESugato Basu, Raymond J. Mooney, Krupakar V. Pasupuleti, Joydeep Ghosh: Evaluating the novelty of text-mined rules using lexical knowledge. KDD 2001: 233-238
45EEKuiyu Chang, Joydeep Ghosh: A Unified Model for Probabilistic Principal Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 23(1): 22-41 (2001)
44EEAlexander Strehl, Joydeep Ghosh: A Scalable Approach to Balanced, High-Dimensional Clustering of Market-Baskets. HiPC 2000: 525-536
43EEA. 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
42EEShailesh Kumar, Joydeep Ghosh, Melba M. Crawford: A Hierarchical Multiclassifier System for Hyperspectral Data Analysis. Multiple Classifier Systems 2000: 270-279
41EEWade Schwartzkopf, Thomas E. Milner, Joydeep Ghosh, Brian L. Evans, Alan C. Bovik: Two-Dimensional Phase Unwrapping Using Neural Networks. SSIAI 2000: 274-277
40EEHillol 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)
39EEKagan Tumer, Joydeep Ghosh: Robust Combining of Disparate Classifiers through Order Statistics CoRR cs.LG/9905013: (1999)
38EEKagan 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)
37EEKagan Tumer, Joydeep Ghosh: Linear and Order Statistics Combiners for Pattern Classification CoRR cs.NE/9905012: (1999)
36EEIsmail A. Taha, Joydeep Ghosh: Symbolic Interpretation of Artificial Neural Networks. IEEE Trans. Knowl. Data Eng. 11(3): 448-463 (1999)
35 T. 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)
34 Turker 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)
33EEKurt D. Bollacker, Joydeep Ghosh: Effective supra-classifiers for knowledge base construction. Pattern Recognition Letters 20(11-13): 1347-1352 (1999)
32 Kurt D. Bollacker, Joydeep Ghosh: A Supra-Classifier Architecture for Scalable Knowledge Reuse. ICML 1998: 64-72
31EEShishir Shah, J. K. Aggarwal, Jayakrishnan Eledath, Joydeep Ghosh: Multisensor Integration for Scene Classifiction: An Experiment in Human Form Detection. ICIP (2) 1997: 199-
30 Wassim 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)
29EESrinivasa V. Chakravarthy, Joydeep Ghosh: Function Emulation Using Radial Basis Function Networks. Neural Networks 10(3): 459-478 (1997)
28EEBryan W. Stiles, Joydeep Ghosh: Habituation based neural networks for spatio-temporal classification. Neurocomputing 15(3-4): 273-307 (1997)
27EEKurt D. Bollacker, Joydeep Ghosh: Knowledge reuse in multiple classifier systems. Pattern Recognition Letters 18(11-13): 1385-1390 (1997)
26EEKagan Tumer, Nirmala Ramanujam, Rebecca R. Richards-Kortum, Joydeep Ghosh: Spectroscopic Detection of Cervical Pre-Cancer through Radial Basis Function Networks. NIPS 1996: 981-987
25EEKagan Tumer, Joydeep Ghosh: Error Correlation and Error Reduction in Ensemble Classifiers. Connect. Sci. 8(3): 385-404 (1996)
24EEJosé N. Amaral, Joydeep Ghosh: A Concurrent Architecture for Serializable Production Systems. IEEE Trans. Parallel Distrib. Syst. 7(12): 1265-1280 (1996)
23EEKagan Tumer, Joydeep Ghosh: Analysis of decision boundaries in linearly combined neural classifiers. Pattern Recognition 29(2): 341-348 (1996)
22EEJosé N. Amaral, Joydeep Ghosh: Performance measurements of a concurrent production system architecture without global synchronization. IPPS 1995: 790-797
21 Song 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)
20EEKagan Tumer, Joydeep Ghosh: Sequence Recognition by Input Anticipation. IEA/AIE 1994: 77-86
19 Song Chong, San-qi Li, Joydeep Ghosh: Dynamic Bandwidth Allocation for Efficient Transport of Real-Time VBR Video over ATM. INFOCOM 1994: 81-90
18 Joydeep Ghosh, Patrick LaCour, Spence Jackson: OTA Based Neural Network Architectures with On-Chip Tuning of Synapses. VLSI Design 1994: 71-76
17EEVijay K. Garg, Joydeep Ghosh: Repeated Computation of Global Functions in a Distributed Environment. IEEE Trans. Parallel Distrib. Syst. 5(8): 823-834 (1994)
16EEJoydeep 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)
15 Jeffrey T. Draper, Joydeep Ghosh: A Comprehensive Analytical Model for Wormhole Routng in Multicomputer Systems. J. Parallel Distrib. Comput. 23(2): 202-214 (1994)
14 Jeffrey T. Draper, Joydeep Ghosh: The M-Cache: A Message-Handling Mechanism for Multicomputer Systems. Parallel Computing 20(9): 1269-1288 (1994)
13 Joydeep Ghosh, Nari Krishnamurthy: Fault-Tolerant Arbitration in Multichip Crossbar Switches. VLSI Design 1993: 351-356
12 Joydeep 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)
11 Jeffrey T. Draper, Joydeep Ghosh: Multipath E-Cube Algorithms (MECA) for Adaptive Wormhole Routing and Broadcasting in itk-ary itn-Cubes. IPPS 1992: 407-410
10EESajal K. Das, Joydeep Ghosh, Narsingh Deo: Stirling Networks: A Versatile Combinatorial Topology for Multiprocessor Systems. Discrete Applied Mathematics 37/38: 119-146 (1992)
9EEHung-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)
8EEJoydeep Ghosh, Yoan Shin: Efficient Higher-Order Neural Networks for Classification and Function Approximation. Int. J. Neural Syst. 3(4): 323-350 (1992)
7 Joydeep Ghosh, Bipul Agarwal: Parallel I/O Subsystems for Distributed-Memory Multicomputers. IPPS 1991: 381-384
6 Vijay K. Garg, Joydeep Ghosh: Symmetry in Spite of Hierarchy. ICDCS 1990: 4-11
5 Joydeep Ghosh, Kai Hwang: Mapping Neural Networks onto Message-Passing Multicomputers. J. Parallel Distrib. Comput. 6(2): 291-330 (1989)
4 Joydeep Ghosh, Kai Hwang: Critical Issues in Mapping Neural Networks on Message-Passing Multicomputers. ISCA 1988: 3-11
3 Kai Hwang, Joydeep Ghosh: Hypernet Architectures for Parallel Processing. ICPP 1987: 810-819
2 Kai Hwang, Joydeep Ghosh, Raymond Chowkwanyun: Computer Architectures for Artificial Intelligence Processing. IEEE Computer 20(1): 19-27 (1987)
1 Kai Hwang, Joydeep Ghosh: Hypernet: A Communication-Efficient Architecture for Constructing Massively Parallel Computers. IEEE Trans. Computers 36(12): 1450-1466 (1987)

Coauthor Index

1Sreangsu Acharyya [61] [98]
2Bipul Agarwal [7]
3Jake K. Aggarwal (J. K. Aggarwal) [31]
4A. Agogino [43]
5José Nelson Amaral (José N. Amaral) [22] [24]
6Arindam Banerjee [50] [57] [62] [64] [65] [68] [69] [73] [79]
7Sugato Basu [46] [73]
8Robert H. Bishop [30]
9Kurt D. Bollacker [27] [32] [33]
10Alan C. Bovik [41]
11Wassim S. Chaer [30]
12Srinivasa V. Chakravarthy [29]
13Hung-Jen Chang [9]
14Kuiyu Chang [45] [77]
15Yangchi Chen [89]
16Hyuk Cho [97]
17Song Chong [19] [21]
18Raymond Chowkwanyun [2]
19Melba M. Crawford [42] [47] [51] [58] [60] [89]
20Sajal K. Das [10] [16]
21Narsingh Deo [10]
22Meghana Deodhar [82] [86] [87] [96] [97]
23Inderjit S. Dhillon [57] [62] [64] [65] [68] [69] [97]
24Jeffrey T. Draper [11] [12] [14] [15]
25Jayakrishnan Eledath [31]
26Brian L. Evans [41]
27Vijay K. Garg [6] [17]
28Wilson S. Geisler [34] [35]
29Kelvin D. Goveas [12]
30Gunjan Gupta [75] [80] [83] [91] [97]
31Jisoo Ham [60]
32David J. Hand [92]
33Alex Henneguelle [51] [58] [60]
34Kai Hwang [1] [2] [3] [4] [5]
35Spence Jackson [18]
36Ajita John [16]
37Lizy Kurian John (Lizy K. John) [71]
38Ajay Joshi [71]
39Hillol Kargupta [40]
40Nari Krishnamurthy [13]
41Chase Krumpelman [73] [90]
42Shailesh Kumar [42] [47]
43Vipin Kumar [40] [92]
44Turker Kuyel [34]
45T. Kyuel [35]
46Patrick LaCour [18]
47Diane Lambert [84]
48San-qi Li [19] [21]
49Kadir Liano [9]
50Paulo J. G. Lisboa [43]
51Alexander Liu [80] [88]
52Bing Liu [92]
53Yue Luo [71]
54Cheryl Martin [88]
55Geoffrey J. McLachlan [92]
56Srujana Merugu [59] [62] [64] [65] [66] [68] [74]
57Thomas E. Milner [41]
58Dharmendra S. Modha [64]
59Raymond J. Mooney [46] [73]
60Joseph T. Morgan [51] [60]
61Hiroshi Motoda [92]
62Amy Neuenschwander [51]
63Angus F. M. Ng [92]
64Zoran Obradovic [40]
65Krupakar V. Pasupuleti [46]
66Stavros J. Perantonis [43]
67Sergios Petridis [43]
68Aashish Phansalkar [71]
69Kunal Punera [70] [76] [78] [81] [85] [93] [94]
70J. Ross Quinlan [92]
71Suju Rajan [63] [70] [72] [78] [81]
72Nirmala Ramanujam [26] [38]
73Rebecca R. Richards-Kortum [26] [38]
74Wade Schwartzkopf [41]
75Shishir Shah [31]
76Yoan Shin [8]
77David B. Skillicorn [84]
78Suvrit Sra [57] [69]
79Jaideep Srivastava [84]
80Michael Steinbach [92]
81Dan Steinberg [92]
82Bryan W. Stiles [28]
83Alexander Strehl [44] [49] [53] [55]
84Ismail A. Taha [36]
85Kagan Tumer [20] [23] [25] [26] [37] [38] [39] [48]
86Vassilis Virvilis [43]
87Xindong Wu [92]
88Qiang Yang [92]
89Philip S. Yu [92]
90Shi Zhong [54] [56] [67]
91Zhi-Hua Zhou [92]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)