2008 | ||
---|---|---|
98 | EE | Sreangsu Acharyya, Joydeep Ghosh: A spam resistant family of concavo-convex ranks for link analysis. CIKM 2008: 1505-1506 |
97 | EE | Meghana 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 |
96 | EE | Meghana Deodhar, Joydeep Ghosh: Simultaneous Co-segmentation and Predictive Modeling for Large, Temporal Marketing Data. ICDM Workshops 2008: 806-815 |
95 | EE | Joydeep Ghosh: Probabilistic frameworks for privacy-aware data mining. ISI 2008 |
94 | EE | Kunal Punera, Joydeep Ghosh: Enhanced hierarchical classification via isotonic smoothing. WWW 2008: 151-160 |
93 | EE | Kunal Punera, Joydeep Ghosh: Consensus-Based Ensembles of Soft Clusterings. Applied Artificial Intelligence 22(7&8): 780-810 (2008) |
92 | EE | Xindong 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) |
91 | EE | Gunjan Gupta, Joydeep Ghosh: Bregman bubble clustering: A robust framework for mining dense clusters. TKDD 2(2): (2008) |
2007 | ||
90 | EE | Chase Krumpelman, Joydeep Ghosh: Matching and Visualization of Multiple Overlapping Clusterings of Microarray Data. CIBCB 2007: 121-126 |
89 | EE | Yangchi 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 | |
86 | EE | Meghana 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 | |
2006 | ||
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 | |
83 | EE | Gunjan Gupta, Joydeep Ghosh: Bregman Bubble Clustering: A Robust, Scalable Framework for Locating Multiple, Dense Regions in Data. ICDM 2006: 232-243 |
82 | EE | Meghana Deodhar, Joydeep Ghosh: Consensus Clustering for Detection of Overlapping Clusters in Microarray Data. ICDM Workshops 2006: 104-108 |
81 | EE | Kunal Punera, Suju Rajan, Joydeep Ghosh: Automatic Construction of N-ary Tree Based Taxonomies. ICDM Workshops 2006: 75-79 |
80 | EE | Gunjan Gupta, Alexander Liu, Joydeep Ghosh: Hierarchical Density Shaving: A clustering and visualization framework for large biological datasets. ICDM Workshops 2006: 89-93 |
79 | EE | Arindam Banerjee, Joydeep Ghosh: Scalable Clustering Algorithms with Balancing Constraints. Data Min. Knowl. Discov. 13(3): 365-395 (2006) |
2005 | ||
78 | Suju Rajan, Kunal Punera, Joydeep Ghosh: A Maximum Likelihood Framework for Integrating Taxonomies. AAAI 2005: 856-861 | |
77 | EE | Kuiyu Chang, Joydeep Ghosh: Probabilistic Principal Surface Classifier. FSKD (2) 2005: 1236-1244 |
76 | EE | Kunal Punera, Joydeep Ghosh: CLUMP: A Scalable and Robust Framework for Structure Discovery. ICDM 2005: 757-760 |
75 | EE | Gunjan Gupta, Joydeep Ghosh: Robust one-class clustering using hybrid global and local search. ICML 2005: 273-280 |
74 | EE | Srujana Merugu, Joydeep Ghosh: A distributed learning framework for heterogeneous data sources. KDD 2005: 208-217 |
73 | EE | Arindam Banerjee, Chase Krumpelman, Joydeep Ghosh, Sugato Basu, Raymond J. Mooney: Model-based overlapping clustering. KDD 2005: 532-537 |
72 | EE | Suju Rajan, Joydeep Ghosh: Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data. Multiple Classifier Systems 2005: 417-427 |
71 | EE | Yue Luo, Ajay Joshi, Aashish Phansalkar, Lizy Kurian John, Joydeep Ghosh: Analyzing and Improving Clustering Based Sampling for Microprocessor Simulation. SBAC-PAD 2005: 193-200 |
70 | EE | Kunal Punera, Suju Rajan, Joydeep Ghosh: Automatically learning document taxonomies for hierarchical classification. WWW (Special interest tracks and posters) 2005: 1010-1011 |
69 | EE | Arindam 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) |
68 | EE | Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. Journal of Machine Learning Research 6: 1705-1749 (2005) |
67 | EE | Shi Zhong, Joydeep Ghosh: Generative model-based document clustering: a comparative study. Knowl. Inf. Syst. 8(3): 374-384 (2005) |
66 | EE | Srujana Merugu, Joydeep Ghosh: A privacy-sensitive approach to distributed clustering. Pattern Recognition Letters 26(4): 399-410 (2005) |
2004 | ||
65 | EE | Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu: An information theoretic analysis of maximum likelihood mixture estimation for exponential families. ICML 2004 |
64 | EE | Arindam 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 |
63 | EE | Suju Rajan, Joydeep Ghosh: An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems. Multiple Classifier Systems 2004: 283-292 |
62 | EE | Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. SDM 2004 |
61 | EE | Sreangsu Acharyya, Joydeep Ghosh: Outlink estimation for pagerank computation under missing data. WWW (Alternate Track Papers & Posters) 2004: 486-487 |
60 | EE | Joseph 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 | ||
59 | EE | Srujana 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 | |
57 | EE | Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra: Generative model-based clustering of directional data. KDD 2003: 19-28 |
56 | EE | Shi Zhong, Joydeep Ghosh: Scalable, Balanced Model-based Clustering. SDM 2003 |
55 | EE | Alexander Strehl, Joydeep Ghosh: Relationship-Based Clustering and Visualization for High-Dimensional Data Mining. INFORMS Journal on Computing 15(2): 208-230 (2003) |
54 | EE | Shi Zhong, Joydeep Ghosh: A Unified Framework for Model-based Clustering. Journal of Machine Learning Research 4: 1001-1037 (2003) |
2002 | ||
53 | Alexander Strehl, Joydeep Ghosh: Cluster Ensembles A Knowledge Reuse Framework for Combining Partitionings. AAAI/IAAI 2002: 93- | |
52 | EE | Joydeep Ghosh: Multiclassifier Systems: Back to the Future. Multiple Classifier Systems 2002: 1-15 |
51 | EE | Joseph 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 |
50 | EE | Arindam Banerjee, Joydeep Ghosh: On Scaling Up Balanced Clustering Algorithms. SDM 2002 |
49 | EE | Alexander Strehl, Joydeep Ghosh: Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions. Journal of Machine Learning Research 3: 583-617 (2002) |
48 | EE | Kagan Tumer, Joydeep Ghosh: Robust Combining of Disparate Classifiers through Order Statistics. Pattern Anal. Appl. 5(2): 189-200 (2002) |
47 | EE | Shailesh Kumar, Joydeep Ghosh, Melba M. Crawford: Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis. Pattern Anal. Appl. 5(2): 210-220 (2002) |
2001 | ||
46 | EE | Sugato Basu, Raymond J. Mooney, Krupakar V. Pasupuleti, Joydeep Ghosh: Evaluating the novelty of text-mined rules using lexical knowledge. KDD 2001: 233-238 |
45 | EE | Kuiyu Chang, Joydeep Ghosh: A Unified Model for Probabilistic Principal Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 23(1): 22-41 (2001) |
2000 | ||
44 | EE | Alexander Strehl, Joydeep Ghosh: A Scalable Approach to Balanced, High-Dimensional Clustering of Market-Baskets. HiPC 2000: 525-536 |
43 | EE | A. 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 |
42 | EE | Shailesh Kumar, Joydeep Ghosh, Melba M. Crawford: A Hierarchical Multiclassifier System for Hyperspectral Data Analysis. Multiple Classifier Systems 2000: 270-279 |
41 | EE | Wade Schwartzkopf, Thomas E. Milner, Joydeep Ghosh, Brian L. Evans, Alan C. Bovik: Two-Dimensional Phase Unwrapping Using Neural Networks. SSIAI 2000: 274-277 |
40 | EE | Hillol 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 | ||
39 | EE | Kagan Tumer, Joydeep Ghosh: Robust Combining of Disparate Classifiers through Order Statistics CoRR cs.LG/9905013: (1999) |
38 | EE | Kagan 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) |
37 | EE | Kagan Tumer, Joydeep Ghosh: Linear and Order Statistics Combiners for Pattern Classification CoRR cs.NE/9905012: (1999) |
36 | EE | Ismail 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) | |
33 | EE | Kurt D. Bollacker, Joydeep Ghosh: Effective supra-classifiers for knowledge base construction. Pattern Recognition Letters 20(11-13): 1347-1352 (1999) |
1998 | ||
32 | Kurt D. Bollacker, Joydeep Ghosh: A Supra-Classifier Architecture for Scalable Knowledge Reuse. ICML 1998: 64-72 | |
1997 | ||
31 | EE | Shishir 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) | |
29 | EE | Srinivasa V. Chakravarthy, Joydeep Ghosh: Function Emulation Using Radial Basis Function Networks. Neural Networks 10(3): 459-478 (1997) |
28 | EE | Bryan W. Stiles, Joydeep Ghosh: Habituation based neural networks for spatio-temporal classification. Neurocomputing 15(3-4): 273-307 (1997) |
27 | EE | Kurt D. Bollacker, Joydeep Ghosh: Knowledge reuse in multiple classifier systems. Pattern Recognition Letters 18(11-13): 1385-1390 (1997) |
1996 | ||
26 | EE | Kagan Tumer, Nirmala Ramanujam, Rebecca R. Richards-Kortum, Joydeep Ghosh: Spectroscopic Detection of Cervical Pre-Cancer through Radial Basis Function Networks. NIPS 1996: 981-987 |
25 | EE | Kagan Tumer, Joydeep Ghosh: Error Correlation and Error Reduction in Ensemble Classifiers. Connect. Sci. 8(3): 385-404 (1996) |
24 | EE | José N. Amaral, Joydeep Ghosh: A Concurrent Architecture for Serializable Production Systems. IEEE Trans. Parallel Distrib. Syst. 7(12): 1265-1280 (1996) |
23 | EE | Kagan Tumer, Joydeep Ghosh: Analysis of decision boundaries in linearly combined neural classifiers. Pattern Recognition 29(2): 341-348 (1996) |
1995 | ||
22 | EE | José 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) | |
1994 | ||
20 | EE | Kagan 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 | |
17 | EE | Vijay K. Garg, Joydeep Ghosh: Repeated Computation of Global Functions in a Distributed Environment. IEEE Trans. Parallel Distrib. Syst. 5(8): 823-834 (1994) |
16 | EE | Joydeep 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) | |
1993 | ||
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) | |
1992 | ||
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 | |
10 | EE | Sajal K. Das, Joydeep Ghosh, Narsingh Deo: Stirling Networks: A Versatile Combinatorial Topology for Multiprocessor Systems. Discrete Applied Mathematics 37/38: 119-146 (1992) |
9 | EE | Hung-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) |
8 | EE | Joydeep Ghosh, Yoan Shin: Efficient Higher-Order Neural Networks for Classification and Function Approximation. Int. J. Neural Syst. 3(4): 323-350 (1992) |
1991 | ||
7 | Joydeep Ghosh, Bipul Agarwal: Parallel I/O Subsystems for Distributed-Memory Multicomputers. IPPS 1991: 381-384 | |
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) |