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Joydeep Ghosh Vis

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*2009
107EEAlexander Liu, Goo Jun, Joydeep Ghosh: A Self-training Approach to Cost Sensitive Uncertainty Sampling. ECML/PKDD (1) 2009: 10
106EEMeghana Deodhar, Gunjan Gupta, Joydeep Ghosh, Hyuk Cho, Inderjit S. Dhillon: A scalable framework for discovering coherent co-clusters in noisy data. ICML 2009: 31
105EESrivatsava 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
104EEMeghana Deodhar, Joydeep Ghosh: Mining for the most certain predictions from dyadic data. KDD 2009: 249-258
103EEGoo Jun, Joydeep Ghosh: Multi-class Boosting with Class Hierarchies. MCS 2009: 32-41
102EEGoo Jun, Joydeep Ghosh: Hybrid Hierarchical Classifiers for Hyperspectral Data Analysis. MCS 2009: 42-51
101EEAlexander Liu, Goo Jun, Joydeep Ghosh: Spatially Cost-Sensitive Active Learning. SDM 2009: 814-825
2008
100EESreangsu Acharyya, Joydeep Ghosh: A spam resistant family of concavo-convex ranks for link analysis. CIKM 2008: 1505-1506
99EEMeghana 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
98EEMeghana Deodhar, Joydeep Ghosh: Simultaneous Co-segmentation and Predictive Modeling for Large, Temporal Marketing Data. ICDM Workshops 2008: 806-815
97EEJoydeep Ghosh: Probabilistic frameworks for privacy-aware data mining. ISI 2008
96EEKunal Punera, Joydeep Ghosh: Enhanced hierarchical classification via isotonic smoothing. WWW 2008: 151-160
95EEKunal Punera, Joydeep Ghosh: Consensus-Based Ensembles of Soft Clusterings. Applied Artificial Intelligence 22(7&8): 780-810 (2008)
94EEYue 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)
93EEXindong 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)
92EEGunjan Gupta, Joydeep Ghosh: Bregman bubble clustering: A robust framework for mining dense clusters. TKDD 2(2): (2008)
2007
91EEChase Krumpelman, Joydeep Ghosh: Matching and Visualization of Multiple Overlapping Clusterings of Microarray Data. CIBCB 2007: 121-126
90EEYangchi Chen, Melba M. Crawford, Joydeep Ghosh: Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification. CIDM 2007: 316-322
89 Alexander Liu, Joydeep Ghosh, Cheryl Martin: Generative Oversampling for Mining Imbalanced Datasets. DMIN 2007: 66-72
88 Meghana Deodhar, Joydeep Ghosh: Simultaneous Co-clustering and Modeling of Market Data. Industrial Conference on Data Mining - Posters and Workshops 2007: 73-82
87EEMeghana Deodhar, Joydeep Ghosh: A framework for simultaneous co-clustering and learning from complex data. KDD 2007: 250-259
86 Kunal Punera, Joydeep Ghosh: Consensus Based Ensembles of Soft Clusterings. MLMTA 2007: 3-9
2006
85 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
84EEGunjan Gupta, Joydeep Ghosh: Bregman Bubble Clustering: A Robust, Scalable Framework for Locating Multiple, Dense Regions in Data. ICDM 2006: 232-243
83EEMeghana Deodhar, Joydeep Ghosh: Consensus Clustering for Detection of Overlapping Clusters in Microarray Data. ICDM Workshops 2006: 104-108
82EEKunal Punera, Suju Rajan, Joydeep Ghosh: Automatic Construction of N-ary Tree Based Taxonomies. ICDM Workshops 2006: 75-79
81EEGunjan Gupta, Alexander Liu, Joydeep Ghosh: Hierarchical Density Shaving: A clustering and visualization framework for large biological datasets. ICDM Workshops 2006: 89-93
80EEArindam Banerjee, Joydeep Ghosh: Scalable Clustering Algorithms with Balancing Constraints. Data Min. Knowl. Discov. 13(3): 365-395 (2006)
2005
79 Suju Rajan, Kunal Punera, Joydeep Ghosh: A Maximum Likelihood Framework for Integrating Taxonomies. AAAI 2005: 856-861
78EEKuiyu Chang, Joydeep Ghosh: Probabilistic Principal Surface Classifier. FSKD (2) 2005: 1236-1244
77EEKunal Punera, Joydeep Ghosh: CLUMP: A Scalable and Robust Framework for Structure Discovery. ICDM 2005: 757-760
76EEGunjan Gupta, Joydeep Ghosh: Robust one-class clustering using hybrid global and local search. ICML 2005: 273-280
75EESrujana Merugu, Joydeep Ghosh: A distributed learning framework for heterogeneous data sources. KDD 2005: 208-217
74EEArindam Banerjee, Chase Krumpelman, Joydeep Ghosh, Sugato Basu, Raymond J. Mooney: Model-based overlapping clustering. KDD 2005: 532-537
73EESuju Rajan, Joydeep Ghosh: Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data. Multiple Classifier Systems 2005: 417-427
72EEYue Luo, Ajay Joshi, Aashish Phansalkar, Lizy Kurian John, Joydeep Ghosh: Analyzing and Improving Clustering Based Sampling for Microprocessor Simulation. SBAC-PAD 2005: 193-200
71EEKunal Punera, Suju Rajan, Joydeep Ghosh: Automatically learning document taxonomies for hierarchical classification. WWW (Special interest tracks and posters) 2005: 1010-1011
70EEArindam 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)
69EEArindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. Journal of Machine Learning Research 6: 1705-1749 (2005)
68EEShi Zhong, Joydeep Ghosh: Generative model-based document clustering: a comparative study. Knowl. Inf. Syst. 8(3): 374-384 (2005)
67EESrujana Merugu, Joydeep Ghosh: A privacy-sensitive approach to distributed clustering. Pattern Recognition Letters 26(4): 399-410 (2005)
2004
66EEArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu: An information theoretic analysis of maximum likelihood mixture estimation for exponential families. ICML 2004
65EEArindam 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
64EESuju Rajan, Joydeep Ghosh: An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems. Multiple Classifier Systems 2004: 283-292
63EEArindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. SDM 2004
62EESreangsu Acharyya, Joydeep Ghosh: Outlink estimation for pagerank computation under missing data. WWW (Alternate Track Papers & Posters) 2004: 486-487
61EEJoseph 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
60EESrujana Merugu, Joydeep Ghosh: Privacy-preserving Distributed Clustering using Generative Models. ICDM 2003: 211-218
59 Alex Henneguelle, Joydeep Ghosh, Melba M. Crawford: Polyline Feature Extraction for Land Cover Classification using Hyperspectral Data. IICAI 2003: 256-269
58EEArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra: Generative model-based clustering of directional data. KDD 2003: 19-28
57EEShi Zhong, Joydeep Ghosh: Scalable, Balanced Model-based Clustering. SDM 2003
56EEAlexander Strehl, Joydeep Ghosh: Relationship-Based Clustering and Visualization for High-Dimensional Data Mining. INFORMS Journal on Computing 15(2): 208-230 (2003)
55EEShi Zhong, Joydeep Ghosh: A Unified Framework for Model-based Clustering. Journal of Machine Learning Research 4: 1001-1037 (2003)
2002
54 Alexander Strehl, Joydeep Ghosh: Cluster Ensembles A Knowledge Reuse Framework for Combining Partitionings. AAAI/IAAI 2002: 93-
53EEJoydeep Ghosh: Multiclassifier Systems: Back to the Future. Multiple Classifier Systems 2002: 1-15
52EEJoseph 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
51EEArindam Banerjee, Joydeep Ghosh: On Scaling Up Balanced Clustering Algorithms. SDM 2002
50EEAlexander Strehl, Joydeep Ghosh: Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions. Journal of Machine Learning Research 3: 583-617 (2002)
49EEKagan Tumer, Joydeep Ghosh: Robust Combining of Disparate Classifiers through Order Statistics. Pattern Anal. Appl. 5(2): 189-200 (2002)
48EEShailesh Kumar, Joydeep Ghosh, Melba M. Crawford: Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis. Pattern Anal. Appl. 5(2): 210-220 (2002)
2001
47EESugato Basu, Raymond J. Mooney, Krupakar V. Pasupuleti, Joydeep Ghosh: Evaluating the novelty of text-mined rules using lexical knowledge. KDD 2001: 233-238
46EEKuiyu Chang, Joydeep Ghosh: A Unified Model for Probabilistic Principal Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 23(1): 22-41 (2001)
2000
45EEAlexander Strehl, Joydeep Ghosh: A Scalable Approach to Balanced, High-Dimensional Clustering of Market-Baskets. HiPC 2000: 525-536
44EEA. 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
43EEShailesh Kumar, Joydeep Ghosh, Melba M. Crawford: A Hierarchical Multiclassifier System for Hyperspectral Data Analysis. Multiple Classifier Systems 2000: 270-279
42EEWade Schwartzkopf, Thomas E. Milner, Joydeep Ghosh, Brian L. Evans, Alan C. Bovik: Two-Dimensional Phase Unwrapping Using Neural Networks. SSIAI 2000: 274-277
41EEHillol 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
40EEKagan Tumer, Joydeep Ghosh: Robust Combining of Disparate Classifiers through Order Statistics CoRR cs.LG/9905013: (1999)
39EEKagan 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)
38EEKagan Tumer, Joydeep Ghosh: Linear and Order Statistics Combiners for Pattern Classification CoRR cs.NE/9905012: (1999)
37EEIsmail A. Taha, Joydeep Ghosh: Symbolic Interpretation of Artificial Neural Networks. IEEE Trans. Knowl. Data Eng. 11(3): 448-463 (1999)
36 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)
35 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)
34EEKurt D. Bollacker, Joydeep Ghosh: Effective supra-classifiers for knowledge base construction. Pattern Recognition Letters 20(11-13): 1347-1352 (1999)
1998
33 Kurt D. Bollacker, Joydeep Ghosh: A Supra-Classifier Architecture for Scalable Knowledge Reuse. ICML 1998: 64-72
1997
32EEShishir Shah, J. K. Aggarwal, Jayakrishnan Eledath, Joydeep Ghosh: Multisensor Integration for Scene Classifiction: An Experiment in Human Form Detection. ICIP (2) 1997: 199-
31 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)
30EESrinivasa V. Chakravarthy, Joydeep Ghosh: Function Emulation Using Radial Basis Function Networks. Neural Networks 10(3): 459-478 (1997)
29EEBryan W. Stiles, Joydeep Ghosh: Habituation based neural networks for spatio-temporal classification. Neurocomputing 15(3-4): 273-307 (1997)
28EEKurt D. Bollacker, Joydeep Ghosh: Knowledge reuse in multiple classifier systems. Pattern Recognition Letters 18(11-13): 1385-1390 (1997)
1996
27EEKagan Tumer, Nirmala Ramanujam, Rebecca R. Richards-Kortum, Joydeep Ghosh: Spectroscopic Detection of Cervical Pre-Cancer through Radial Basis Function Networks. NIPS 1996: 981-987
26EEKagan Tumer, Joydeep Ghosh: Error Correlation and Error Reduction in Ensemble Classifiers. Connect. Sci. 8(3): 385-404 (1996)
25EEJosé N. Amaral, Joydeep Ghosh: A Concurrent Architecture for Serializable Production Systems. IEEE Trans. Parallel Distrib. Syst. 7(12): 1265-1280 (1996)
24EEKagan Tumer, Joydeep Ghosh: Analysis of decision boundaries in linearly combined neural classifiers. Pattern Recognition 29(2): 341-348 (1996)
1995
23EEJosé N. Amaral, Joydeep Ghosh: Performance measurements of a concurrent production system architecture without global synchronization. IPPS 1995: 790-797
22 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)
1994
21EEKagan Tumer, Joydeep Ghosh: Sequence Recognition by Input Anticipation. IEA/AIE 1994: 77-86
20 Song Chong, San-qi Li, Joydeep Ghosh: Dynamic Bandwidth Allocation for Efficient Transport of Real-Time VBR Video over ATM. INFOCOM 1994: 81-90
19 Joydeep Ghosh, Patrick LaCour, Spence Jackson: OTA Based Neural Network Architectures with On-Chip Tuning of Synapses. VLSI Design 1994: 71-76
18EEVijay K. Garg, Joydeep Ghosh: Repeated Computation of Global Functions in a Distributed Environment. IEEE Trans. Parallel Distrib. Syst. 5(8): 823-834 (1994)
17EEJoydeep 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)
16 Jeffrey T. Draper, Joydeep Ghosh: A Comprehensive Analytical Model for Wormhole Routng in Multicomputer Systems. J. Parallel Distrib. Comput. 23(2): 202-214 (1994)
15 Jeffrey T. Draper, Joydeep Ghosh: The M-Cache: A Message-Handling Mechanism for Multicomputer Systems. Parallel Computing 20(9): 1269-1288 (1994)
1993
14 Joydeep Ghosh, Nari Krishnamurthy: Fault-Tolerant Arbitration in Multichip Crossbar Switches. VLSI Design 1993: 351-356
13 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)
1992
12 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
11EESajal K. Das, Joydeep Ghosh, Narsingh Deo: Stirling Networks: A Versatile Combinatorial Topology for Multiprocessor Systems. Discrete Applied Mathematics 37/38: 119-146 (1992)
10EEHung-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)
9EEJoydeep Ghosh, Yoan Shin: Efficient Higher-Order Neural Networks for Classification and Function Approximation. Int. J. Neural Syst. 3(4): 323-350 (1992)
1991
8 Joydeep Ghosh, Bipul Agarwal: Parallel I/O Subsystems for Distributed-Memory Multicomputers. IPPS 1991: 381-384
7EEJeffrey T. Draper, Joydeep Ghosh, William C. Athas: The M-cache: a message-retrieving mechanism for multicomputer systems. SPDP 1991: 258-265
1990
6 Vijay K. Garg, Joydeep Ghosh: Symmetry in Spite of Hierarchy. ICDCS 1990: 4-11
1989
5 Joydeep Ghosh, Kai Hwang: Mapping Neural Networks onto Message-Passing Multicomputers. J. Parallel Distrib. Comput. 6(2): 291-330 (1989)
1988
4 Joydeep Ghosh, Kai Hwang: Critical Issues in Mapping Neural Networks on Message-Passing Multicomputers. ISCA 1988: 3-11
1987
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 [62] [100]
2Bipul Agarwal [8]
3Jake K. Aggarwal (J. K. Aggarwal) [32]
4A. Agogino [44]
5José Nelson Amaral (José N. Amaral) [23] [25]
6William C. Athas [7]
7Arindam Banerjee [51] [58] [63] [65] [66] [69] [70] [74] [80]
8Sugato Basu [47] [74]
9Robert H. Bishop [31]
10Kurt D. Bollacker [28] [33] [34]
11Alan C. Bovik [42]
12Wassim S. Chaer [31]
13Srinivasa V. Chakravarthy [30]
14Hung-Jen Chang [10]
15Kuiyu Chang [46] [78]
16Yangchi Chen [90]
17Hyuk Cho [99] [106]
18Song Chong [20] [22]
19Raymond Chowkwanyun [2]
20Melba M. Crawford [43] [48] [52] [59] [61] [90]
21Srivatsava Daruru [105]
22Sajal K. Das [11] [17]
23Narsingh Deo [11]
24Meghana Deodhar [83] [87] [88] [98] [99] [104] [106]
25Inderjit S. Dhillon [58] [63] [65] [66] [69] [70] [99] [106]
26Jeffrey T. Draper (Jeff Draper) [7] [12] [13] [15] [16]
27Jayakrishnan Eledath [32]
28Brian L. Evans [42]
29Vijay K. Garg [6] [18]
30Wilson S. Geisler [35] [36]
31Kelvin D. Goveas [13]
32Gunjan Gupta [76] [81] [84] [92] [99] [106]
33Jisoo Ham [61]
34David J. Hand [93]
35Alex Henneguelle [52] [59] [61]
36Kai Hwang [1] [2] [3] [4] [5]
37Spence Jackson [19]
38Ajita John [17]
39Lizy Kurian John (Lizy K. John) [72] [94]
40Ajay Joshi [72] [94]
41Goo Jun [101] [102] [103] [107]
42Hillol Kargupta [41]
43Nari Krishnamurthy [14]
44Chase Krumpelman [74] [91]
45Shailesh Kumar [43] [48]
46Vipin Kumar [41] [93]
47Turker Kuyel [35]
48T. Kyuel [36]
49Patrick LaCour [19]
50Diane Lambert [85]
51San-qi Li [20] [22]
52Kadir Liano [10]
53Paulo J. G. Lisboa [44]
54Alexander Liu [81] [89] [101] [107]
55Bing Liu [93]
56Yue Luo [72] [94]
57Nena M. Marin [105]
58Cheryl Martin [89]
59Geoffrey J. McLachlan [93]
60Srujana Merugu [60] [63] [65] [66] [67] [69] [75]
61Thomas E. Milner [42]
62Dharmendra S. Modha [65]
63Raymond J. Mooney [47] [74]
64Joseph T. Morgan [52] [61]
65Hiroshi Motoda [93]
66Amy Neuenschwander [52]
67Angus F. M. Ng [93]
68Zoran Obradovic [41]
69Krupakar V. Pasupuleti [47]
70Stavros J. Perantonis [44]
71Sergios Petridis [44]
72Aashish Phansalkar [72] [94]
73Kunal Punera [71] [77] [79] [82] [86] [95] [96]
74J. Ross Quinlan [93]
75Suju Rajan [64] [71] [73] [79] [82]
76Nirmala Ramanujam [27] [39]
77Rebecca R. Richards-Kortum [27] [39]
78Wade Schwartzkopf [42]
79Shishir Shah [32]
80Yoan Shin [9]
81David B. Skillicorn [85]
82Suvrit Sra [58] [70]
83Jaideep Srivastava [85]
84Michael Steinbach [93]
85Dan Steinberg [93]
86Bryan W. Stiles [29]
87Alexander Strehl [45] [50] [54] [56]
88Ismail A. Taha [37]
89Kagan Tumer [21] [24] [26] [27] [38] [39] [40] [49]
90Vassilis Virvilis [44]
91Matt Walker [105]
92Xindong Wu [93]
93Qiang Yang [93]
94Philip S. Yu [93]
95Shi Zhong [55] [57] [68]
96Zhi-Hua Zhou [93]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)