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c143Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvradeep Bhowmik, Joydeep Ghosh: LETOR Methods for Unsupervised Rank Aggregation. WWW 2017: 1331-1340
i21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRajiv Khanna, Ethan R. Elenberg, Alexandros G. Dimakis, Sahand Negahban, Joydeep Ghosh: Scalable Greedy Feature Selection via Weak Submodularity. CoRR abs/1703.02723 (2017)
2016
j79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThiago F. Covoes, Eduardo Raul Hruschka, Joydeep Ghosh: Evolving Gaussian Mixture Models with Splitting and Merging Mutation Operators. Evolutionary Computation 24(2): 293-317 (2016)
j78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShalmali Joshi, Joydeep Ghosh, Mark Reid, Oluwasanmi Koyejo: Rényi divergence minimization based co-regularized multiview clustering. Machine Learning 104(2-3): 411-439 (2016)
c142Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRyan Bridges, Jette Henderson, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh: Automated Verification of Phenotypes using PubMed. BCB 2016: 595-602
c141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvradeep Bhowmik, Joydeep Ghosh, Oluwasanmi Koyejo: Sparse Parameter Recovery from Aggregated Data. ICML 2016: 1090-1099
c140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaewan Kim, Joydeep Ghosh: Robust detection of non-motorized road users using deep learning on optical and LIDAR data. ITSC 2016: 271-276
c139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRahi Kalantari, Michael Motro, Joydeep Ghosh, Chandra Bhat: A distributed, collective intelligence framework for collision-free navigation through busy intersections. ITSC 2016: 1378-1383
c138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShalmali Joshi, Suriya Gunasekar, David Sontag, Joydeep Ghosh: Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization. MLHC 2016: 17-41
c137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuriya Gunasekar, Oluwasanmi Koyejo, Joydeep Ghosh: Preference Completion from Partial Rankings. NIPS 2016: 1370-1378
i20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvradeep Bhowmik, Joydeep Ghosh: Monotone Retargeting for Unsupervised Rank Aggregation with Object Features. CoRR abs/1605.04465 (2016)
i19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvradeep Bhowmik, Joydeep Ghosh, Oluwasanmi Koyejo: Generalized Linear Models for Aggregated Data. CoRR abs/1605.04466 (2016)
i18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joyce C. Ho, Joydeep Ghosh: ACDC: $α$-Carving Decision Chain for Risk Stratification. CoRR abs/1606.05325 (2016)
i17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRajiv Khanna, Joydeep Ghosh, Russell A. Poldrack, Oluwasanmi Koyejo: Information Projection and Approximate Inference for Structured Sparse Variables. CoRR abs/1607.03204 (2016)
i16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShalmali Joshi, Suriya Gunasekar, David Sontag, Joydeep Ghosh: Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization. CoRR abs/1608.00704 (2016)
i15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuriya Gunasekar, Oluwasanmi Koyejo, Joydeep Ghosh: Preference Completion from Partial Rankings. CoRR abs/1611.04218 (2016)
i14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAshish Bora, Sugato Basu, Joydeep Ghosh: Graphical RNN Models. CoRR abs/1612.05054 (2016)
2015
j77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuiz F. S. Coletta, Eduardo R. Hruschka, Ayan Acharya, Joydeep Ghosh: Using metaheuristics to optimize the combination of classifier and cluster ensembles. Integrated Computer-Aided Engineering 22(3): 229-242 (2015)
j76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuiz F. S. Coletta, Eduardo Raul Hruschka, Ayan Acharya, Joydeep Ghosh: A differential evolution algorithm to optimise the combination of classifier and cluster ensembles. IJBIC 7(2): 111-124 (2015)
j75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYou Chen, Joydeep Ghosh, Cosmin Adrian Bejan, Carl A. Gunter, Siddharth Gupta, Abel N. Kho, David M. Liebovitz, Jimeng Sun, Joshua C. Denny, Bradley Malin: Building bridges across electronic health record systems through inferred phenotypic topics. Journal of Biomedical Informatics 55: 82-93 (2015)
c136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Joydeep Ghosh, Mingyuan Zhou: Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices. AISTATS 2015
c135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSreangsu Acharyya, Joydeep Ghosh: Parameter Estimation of Generalized Linear Models without Assuming their Link Function. AISTATS 2015
c134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvradeep Bhowmik, Joydeep Ghosh, Oluwasanmi Koyejo: Generalized Linear Models for Aggregated Data. AISTATS 2015
c133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRajiv Khanna, Joydeep Ghosh, Russell A. Poldrack, Oluwasanmi Koyejo: Sparse Submodular Probabilistic PCA. AISTATS 2015
c132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAvijit Saha, Ayan Acharya, Balaraman Ravindran, Joydeep Ghosh: Nonparametric Poisson Factorization Machine. ICDM 2015: 967-972
c131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShalmali Joshi, Oluwasanmi Koyejo, Kristine Resurreccion, Joydeep Ghosh: Simultaneous Prognosis and Exploratory Analysis of Multiple Chronic Conditions Using Clinical Notes. ICHI 2015: 243-252
c130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShalmali Joshi, Oluwasanmi Koyejo, Joydeep Ghosh: Simultaneous Prognosis of Multiple Chronic Conditions from Heterogeneous EHR Data. ICHI 2015: 497
c129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYichen Wang, Robert Chen, Joydeep Ghosh, Joshua C. Denny, Abel N. Kho, You Chen, Bradley A. Malin, Jimeng Sun: Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics. KDD 2015: 1265-1274
c128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Dmitry Osintsev, Viktor Sverdlov, Josef Weinbub, Siegfried Selberherr: Evaluation of Spin Lifetime in Thin-Body FETs: A High Performance Computing Approach. LSSC 2015: 285-292
c127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuriya Gunasekar, Arindam Banerjee, Joydeep Ghosh: Unified View of Matrix Completion under General Structural Constraints. NIPS 2015: 1180-1188
c126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Dean Teffer, Jette Henderson, Marcus Tyler, Mingyuan Zhou, Joydeep Ghosh: Gamma Process Poisson Factorization for Joint Modeling of Network and Documents. ECML/PKDD (1) 2015: 283-299
p4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joydeep Ghosh: Privacy-Preserving Data Publishing Methods in Healthcare. Healthcare Data Analytics 2015: 507-529
i13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuriya Gunasekar, Pradeep Ravikumar, Joydeep Ghosh: Exponential Family Matrix Completion under Structural Constraints. CoRR abs/1509.04397 (2015)
2014
j74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce C. Ho, Joydeep Ghosh, Steven R. Steinhubl, Walter F. Stewart, Joshua C. Denny, Bradley A. Malin, Jimeng Sun: Limestone: High-throughput candidate phenotype generation via tensor factorization. Journal of Biomedical Informatics 52: 199-211 (2014)
j73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Cheng H. Lee, Joydeep Ghosh: A constrained matrix-variate Gaussian process for transposable data. Machine Learning 97(1-2): 103-127 (2014)
j72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joydeep Ghosh: PeGS: Perturbed Gibbs Samplers that Generate Privacy-Compliant Synthetic Data. Trans. Data Privacy 7(3): 253-282 (2014)
j71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuriya Gunasekar, Joydeep Ghosh, Alan C. Bovik: Face Detection on Distorted Images Augmented by Perceptual Quality-Aware Features. IEEE Trans. Information Forensics and Security 9(12): 2119-2131 (2014)
j70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya: An Optimization Framework for Combining Ensembles of Classifiers and Clusterers with Applications to Nontransductive Semisupervised Learning and Transfer Learning. TKDD 9(1): 1:1-1:35 (2014)
j69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joydeep Ghosh: Ensembles of (α)-Trees for Imbalanced Classification Problems. IEEE Trans. Knowl. Data Eng. 26(1): 131-143 (2014)
j68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce C. Ho, Cheng H. Lee, Joydeep Ghosh: Septic Shock Prediction for Patients with Missing Data. ACM Trans. Management Inf. Syst. 5(1): 1:1-1:15 (2014)
c125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Carlos Carvalho, Joydeep Ghosh: LAMORE: A Stable, Scalable Approach to Latent Vector Autoregressive Modeling of Categorical Time Series. AISTATS 2014: 733-742
c124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce C. Ho, Joydeep Ghosh, Jimeng Sun: Extracting Phenotypes from Patient Claim Records Using Nonnegative Tensor Factorization. Brain Informatics and Health 2014: 142-151
c123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joydeep Ghosh: A Hierarchical Ensemble of α-Trees for Predicting Expensive Hospital Visits. Brain Informatics and Health 2014: 178-187
c122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuriya Gunasekar, Joydeep Ghosh, Alan C. Bovik: Face detection on distorted images using perceptual quality-aware features. Human Vision and Electronic Imaging 2014: 90141E
c121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Mallikarjun Shankar, Byung-Hoon Park, Joydeep Ghosh: Graph databases for large-scale healthcare systems: A framework for efficient data management and data services. ICDE Workshops 2014: 12-19
c120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuriya Gunasekar, Pradeep Ravikumar, Joydeep Ghosh: Exponential Family Matrix Completion under Structural Constraints. ICML 2014: 1917-1925
c119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joydeep Ghosh: LUDIA: an aggregate-constrained low-rank reconstruction algorithm to leverage publicly released health data. KDD 2014: 55-64
c118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce C. Ho, Joydeep Ghosh, Jimeng Sun: Marble: high-throughput phenotyping from electronic health records via sparse nonnegative tensor factorization. KDD 2014: 115-124
c117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Rajiv Khanna, Joydeep Ghosh, Russell A. Poldrack: On Prior Distributions and Approximate Inference for Structured Variables. NIPS 2014: 676-684
c116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Raymond J. Mooney, Joydeep Ghosh: Active Multitask Learning Using Both Latent and Supervised Shared Topics. SDM 2014: 190-198
c115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSreangsu Acharyya, Joydeep Ghosh: MEMR: A Margin Equipped Monotone Retargeting Framework for Ranking. UAI 2014: 2-11
i12Electronic 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. CoRR abs/1402.2904 (2014)
i11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Cheng H. Lee, Joydeep Ghosh: A Constrained Matrix-Variate Gaussian Process for Transposable Data. CoRR abs/1404.6702 (2014)
2013
j67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh: A study of K-Means-based algorithms for constrained clustering. Intell. Data Anal. 17(3): 485-505 (2013)
j66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: Semisupervised Learning of Hyperspectral Data With Unknown Land-Cover Classes. IEEE Trans. Geoscience and Remote Sensing 51(1): 273-282 (2013)
j65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joydeep Ghosh: CUDIA: Probabilistic cross-level imputation using individual auxiliary information. ACM TIST 4(4): 66:1-66:24 (2013)
j64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh: Competitive Learning With Pairwise Constraints. IEEE Trans. Neural Netw. Learning Syst. 24(1): 164-169 (2013)
c114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce C. Ho, Yubin Park, Carlos Carvalho, Joydeep Ghosh: DYNACARE: Dynamic Cardiac Arrest Risk Estimation. AISTATS 2013: 333-341
c113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMijung Park, Oluwasanmi Koyejo, Joydeep Ghosh, Russell A. Poldrack, Jonathan W. Pillow: Bayesian Structure Learning for Functional Neuroimaging. AISTATS 2013: 489-497
c112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnish Mittal, Rajiv Soundararajan, Gautam S. Muralidhar, Alan C. Bovik, Joydeep Ghosh: Blind image quality assessment without training on human opinion scores. Human Vision and Electronic Imaging 2013: 86510T
c111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Cheng H. Lee, Joydeep Ghosh: Constrained Gaussian Process Regression for Gene-Disease Association. ICDM Workshops 2013: 72-79
c110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoyce C. Ho, Joydeep Ghosh, K. P. Unnikrishnan: Risk Prediction of a Multiple Sclerosis Diagnosis. ICHI 2013: 175-183
c109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joydeep Ghosh, Mallikarjun Shankar: Perturbed Gibbs Samplers for Generating Large-Scale Privacy-Safe Synthetic Health Data. ICHI 2013: 493-498
c108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuriya Gunasekar, Ayan Acharya, Neeraj Gaur, Joydeep Ghosh: Noisy Matrix Completion Using Alternating Minimization. ECML/PKDD (2) 2013: 194-209
c107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Priyank Patel, Joydeep Ghosh, Russell A. Poldrack: Learning Predictive Cognitive Structure from fMRI Using Supervised Topic Models. PRNI 2013: 9-12
c106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Sreangsu Acharyya, Joydeep Ghosh: Retargeted matrix factorization for collaborative filtering. RecSys 2013: 49-56
c105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Joydeep Ghosh, Eduardo R. Hruschka, Jean-David Ruvini, Badrul Sarwar: Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning. SDM 2013: 288-296
c104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Joydeep Ghosh: Constrained Bayesian Inference for Low Rank Multitask Learning. UAI 2013
p3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Ayan Acharya: Cluster Ensembles: Theory and Applications. Data Clustering: Algorithms and Applications 2013: 551-570
i10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Cheng H. Lee, Joydeep Ghosh: The trace norm constrained matrix-variate Gaussian process for multitask bipartite ranking .CoRR abs/1302.2576 (2013)
i9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Joydeep Ghosh: Constrained Bayesian Inference for Low Rank Multitask Learning. CoRR abs/1309.6840 (2013)
2012
j63Electronic 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)
j62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Padhraic Smyth, Andrew Tomkins, Rich Caruana: Special issue on best of SIGKDD 2011. TKDD 6(4): 14:1-14:2 (2012)
c103Electronic 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
c102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYong Jae Lee, Joydeep Ghosh, Kristen Grauman: Discovering important people and objects for egocentric video summarization. CVPR 2012: 1346-1353
c101Electronic 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
c100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSindhu Raghavan, Suriya Gunasekar, Joydeep Ghosh: Review quality aware collaborative filtering. RecSys 2012: 123-130
c99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSreangsu Acharyya, Oluwasanmi Koyejo, Joydeep Ghosh: Learning to Rank With Bregman Divergences and Monotone Retargeting. UAI 2012: 15-25
c98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya: Transfer Learning with Cluster Ensembles. ICML Unsupervised and Transfer Learning 2012: 123-132
i8Electronic 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)
i7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya: An Optimization Framework for Semi-Supervised and Transfer Learning using Multiple Classifiers and Clusterers .CoRR abs/1206.0994 (2012)
i6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSreangsu Acharyya, Oluwasanmi Koyejo, Joydeep Ghosh: Learning to Rank With Bregman Divergences and Monotone Retargeting .CoRR abs/1210.4851 (2012)
i5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAbhimanu Kumar, Jason Baldridge, Matthew Lease, Joydeep Ghosh: Dating Texts without Explicit Temporal Cues .CoRR abs/1211.2290 (2012)
i4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAyan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Badrul Sarwar, Jean-David Ruvini: Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning .CoRR abs/1211.2304 (2012)
2011
j61Electronic 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)
j60Electronic 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 Trans. Geoscience and Remote Sensing 49(7): 2662-2673 (2011)
j59Electronic 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)
c97Electronic 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
c96no 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
c95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYubin Park, Joydeep Ghosh: Compact Ensemble Trees for Imbalanced Data. MCS 2011: 86-95
c94Electronic 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
c93Electronic 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
e2no 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, ISBN 978-1-4503-0813-7
2010
j58Electronic 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)
j57Electronic 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): 11:1-11:31 (2010)
c92Electronic 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
c91Electronic 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
c90Electronic 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
c89no 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
c88no 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
c87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrivatsava Daruru, Sankari Dhandapani, Gunjan Gupta, Ilian Iliev, Weijia Xu, Paul A. Navrátil, Nena M. Marin, Joydeep Ghosh: Distributed, Scalable Clustering for Detecting Halos in Terascale Astronomy Datasets. ICDM Workshops 2010: 138-147
c86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: Nearest-Manifold Classification with Gaussian Processes. ICPR 2010: 914-917
p2Electronic 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
2009
j56Electronic 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)
c85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOluwasanmi Koyejo, Joydeep Ghosh: MiPPS: A Generative Model for Multi-Manifold Clustering. AAAI Fall Symposium: Manifold Learning and Its Applications 2009
c84Electronic 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
c83Electronic 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: 241-248
c82Electronic 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
c81Electronic 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
c80Electronic 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
c79Electronic 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
c78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGoo Jun, Joydeep Ghosh: Multi-class Boosting with Class Hierarchies. MCS 2009: 32-41
c77Electronic 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
c76Electronic 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
c75Electronic 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
2008
j55Electronic 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)
j54Electronic 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)
j53Electronic 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)
j52Electronic 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 Trans. Geoscience and Remote Sensing 46(4): 1231-1242 (2008)
j51Electronic 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): 8:1-8:49 (2008)
c74Electronic 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
c73Electronic 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
c72Electronic 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
c71Electronic 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
c70Electronic 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
c69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh: Probabilistic frameworks for privacy-aware data mining. ISI 2008
c68Electronic 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
c67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKunal Punera, Joydeep Ghosh: Enhanced hierarchical classification via isotonic smoothing. WWW 2008: 151-160
2007
j50Electronic 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)
c66Electronic 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
c65Electronic 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
c64no 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
c63Electronic 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
c62no 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
c61Electronic 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
c60no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKunal Punera, Joydeep Ghosh: Consensus Based Ensembles of Soft Clusterings. MLMTA 2007: 3-9
2006
j49Electronic 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)
j48Electronic 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 Trans. Geoscience and Remote Sensing 44(11-2): 3408-3417 (2006)
c59Electronic 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
c58Electronic 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
c57Electronic 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
c56Electronic 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
c55Electronic 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
c54Electronic 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
p1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Alexander Strehl: Similarity-Based Text Clustering: A Comparative Study. Grouping Multidimensional Data 2006: 73-97
e1Electronic Edition 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, ISBN 978-0-89871-611-5
2005
j47Electronic 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)
j46Electronic 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)
j45Electronic 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)
j44Electronic 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)
j43Electronic 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 Trans. Geoscience and Remote Sensing 43(3): 492-501 (2005)
c53Electronic Edition 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
c52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKuiyu Chang, Joydeep Ghosh: Probabilistic Principal Surface Classifier. FSKD (2) 2005: 1236-1244
c51Electronic 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
c50Electronic 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
c49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangchi Chen, Melba M. Crawford, Joydeep Ghosh: Applying nonlinear manifold learning to hyperspectral data for land cover classification. IGARSS 2005: 4311-4314
c48Electronic 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
c47Electronic 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
c46Electronic 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
c45Electronic 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
c44Electronic 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
2004
j42Electronic 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)
j41Electronic 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 Trans. Neural Networks 15(3): 702-719 (2004)
c43Electronic 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
c42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangchi Chen, Melba M. Crawford, Joydeep Ghosh: Integrating support vector machines in a hierarchical output space decomposition framework. IGARSS 2004: 949-952
c41Electronic 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
c40Electronic 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
c39Electronic 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: 234-245
c38Electronic 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
2003
j40Electronic 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)
j39Electronic 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)
c37Electronic 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
c36no 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
c35Electronic 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
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShi Zhong, Joydeep Ghosh: Scalable, Balanced Model-based Clustering. SDM 2003: 71-82
2002
j38Electronic 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)
j37Electronic 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)
j36Electronic 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)
c33Electronic Edition 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: 93-99
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh: Multiclassifier Systems: Back to the Future. Multiple Classifier Systems 2002: 1-15
c31Electronic 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
c30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Joydeep Ghosh: On Scaling Up Balanced Clustering Algorithms. SDM 2002: 333-349
2001
j35Electronic 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)
j34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShailesh Kumar, Joydeep Ghosh, Melba M. Crawford: Best-bases feature extraction algorithms for classification of hyperspectral data. IEEE Trans. Geoscience and Remote Sensing 39(7): 1368-1379 (2001)
c29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunjan Gupta, Joydeep Ghosh: Value-balanced agglomerative connectivity clustering. Data Mining and Knowledge Discovery: Theory, Tools, and Technology 2001: 6-15
c28Electronic 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
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGunjan Gupta, Joydeep Ghosh: Detecting Seasonal Trends and Cluster Motion Visualization for Very High Dimensional Transactional Data. SDM 2001: 1-17
2000
j33Electronic 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)
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander Strehl, Joydeep Ghosh: Value-based customer grouping from large retail data sets. Data Mining and Knowledge Discovery: Theory, Tools, and Technology 2000: 33-42
c25Electronic 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
c24Electronic 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
c23Electronic 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
c22Electronic 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
1999
j32Electronic 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)
j31Electronic 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)
j30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLViswanath Ramamurti, Joydeep Ghosh: Structurally adaptive modular networks for nonstationary environments. IEEE Trans. Neural Networks 10(1): 152-160 (1999)
j29Electronic 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 Trans. Systems, Man, and Cybernetics, Part A 29(2): 235-243 (1999)
j28Electronic 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 Trans. Systems, Man, and Cybernetics, Part B 29(2): 304-308 (1999)
i3Electronic 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)
i2Electronic 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)
i1Electronic 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)
1998
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTurker Kuyel, Wilson S. Geisler, Joydeep Ghosh: Retinally reconstructed images (RRIs): digital images having a resolution match with the human eye. Human Vision and Electronic Imaging 1998: 603-614
c20no 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
j27Electronic 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)
j26Electronic 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)
j25Electronic 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)
j24Electronic 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)
j23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBryan W. Stiles, Irwin W. Sandberg, Joydeep Ghosh: Complete memory structures for approximating nonlinear discrete-time mappings. IEEE Trans. Neural Networks 8(6): 1397-1409 (1997)
j22Electronic 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 Trans. Systems, Man, and Cybernetics, Part B 27(3): 452-464 (1997)
c19Electronic 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: 199-202
1996
j21Electronic 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)
j20Electronic 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)
j19Electronic 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)
j18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrinivasa V. Chakravarthy, Joydeep Ghosh: Scale-based clustering using the radial basis function network. IEEE Trans. Neural Networks 7(5): 1250-1261 (1996)
j17Electronic 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)
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLViswanath Ramamurti, Joydeep Ghosh: Advances in using hierarchical mixture of experts for signal classification. ICASSP 1996: 3569-3572
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKagan Tumer, Joydeep Ghosh: Estimating the Bayes error rate through classifier combining. ICPR 1996: 695-699
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLViswanath Ramamurti, Joydeep Ghosh: Structural adaptation in mixture of experts. ICPR 1996: 704-708
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKurt D. Bollacker, Joydeep Ghosh: Linear feature extractors based on mutual information. ICPR 1996: 720-724
c14Electronic 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
1995
j16Electronic 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)
j15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoan Shin, Joydeep Ghosh: Ridge polynomial networks. IEEE Trans. Neural Networks 6(3): 610-622 (1995)
j14Electronic 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 Trans. Systems, Man, and Cybernetics 25(4): 687-694 (1995)
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBryan W. Stiles, Joydeep Ghosh: Habituation based neural classifiers for spatio-temporal signals. ICASSP 1995: 3407-3410
c12Electronic 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
1994
j13Electronic 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)
j12Electronic 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)
j11Electronic 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)
j10Electronic 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)
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKagan Tumer, Joydeep Ghosh: Sequence Recognition by Input Anticipation. IEA/AIE 1994: 77-86
c10no 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
c9Electronic Edition 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
1993
j9Electronic 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)
j8Electronic 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)
c8Electronic Edition 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
1992
j7Electronic 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)
j6Electronic 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)
j5Electronic 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)
c7Electronic Edition 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
1991
c6Electronic Edition 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
c5Electronic 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
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnujan Varma, Joydeep Ghosh, Christos J. Georgiou: Rearrangeable operation of large crosspoint switching networks. IEEE Trans. Communications 38(9): 1616-1624 (1990)
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVijay K. Garg, Joydeep Ghosh: Symmetry in Spite of Hierarchy. ICDCS 1990: 4-11
1989
j3Electronic 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
c3Electronic 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
c2Electronic 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
j2Electronic 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)
j1Electronic 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)
c1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai Hwang, Joydeep Ghosh: Hypernet Architectures for Parallel Processing. ICPP 1987: 810-819

Coauthor Index

1Ayan Acharya[j77] [j76] [c136] [c132] [c126] [j70] [c116] [c108] [c105] [p3] [c98] [i8] [i7] [i4] [j59] [c94] [c93]
2Sreangsu Acharyya[c135] [j70] [c115] [c106] [c99] [c98] [i7] [i6] [c94] [c74] [c38]
3Bipul Agarwal[c6]
4Jake K. Aggarwal
J. K. Aggarwal
[c19]
5A. Agogino[c24]
6José Nelson Amaral
José N. Amaral
[j17] [j14] [c12]
7Chidanand Apté
Chid Apté
[e2]
8William C. Athas[c5]
9Jason Baldridge[i5]
10Arindam Banerjee[c127] [j50] [j49] [j47] [j46] [c47] [j41] [c43] [c41] [c39] [c35] [c30]
11Sugato Basu[i14] [c47] [c28]
12Cosmin Adrian Bejan[j75]
13Chandra Bhat[c139]
14Avradeep Bhowmik[c143] [c141] [i20] [i19] [c134]
15Robert H. Bishop[j22]
16Kurt D. Bollacker[j32] [c20] [j24] [c15]
17Ashish Bora[i14]
18Alan C. Bovik[j71] [c122] [c112] [j63] [c22]
19Ryan Bridges[c142]
20Rich Caruana[j62]
21Carlos Carvalho[c125] [c114]
22Wassim S. Chaer[j22]
23Srinivasa V. Chakravarthy[j27] [j25] [j21] [j18]
24Hung-Jen Chang[j9] [j6]
25Kuiyu Chang[c52] [j35]
26Robert Chen[c129]
27Yangchi Chen[c65] [c63] [c54] [j43] [c49] [c42]
28You Chen[j75] [c129]
29Hyuk Cho[c83] [c73]
30Song Chong[j16] [c10]
31Raymond Chowkwanyun[j2]
32Luiz F. S. Coletta[j77] [j76]
33Brian La Cour[p2]
34Thiago F. Covoes[j79] [j67] [j64]
35Melba M. Crawford[j52] [c70] [c65] [c63] [j48] [c55] [c54] [j43] [c49] [j42] [c42] [c36] [j36] [c31] [j34] [c23]
36Srivatsava Daruru[c87] [c79]
37Sajal K. Das[j10] [j7]
38Joshua C. Denny[j75] [c129] [j74]
39Narsingh Deo[j7]
40Meghana Deodhar[c96] [j57] [c91] [c90] [c83] [c80] [c73] [c72] [c62] [c61] [c57]
41Sankari Dhandapani[c87]
42Inderjit S. Dhillon[c83] [c73] [j50] [j47] [j46] [c43] [c41] [c39] [c35]
43Alexandros G. Dimakis[i21]
44Duo Ding[i12] [c103]
45Jeffrey T. Draper[j13] [j12] [j8] [c7] [c5]
46Jayan Eledath
Jayakrishnan Eledath
[c19]
47Ethan R. Elenberg[i21]
48Brian L. Evans[c22]
49Vijay K. Garg[j11] [c4]
50Neeraj Gaur[c108]
51Wilson S. Geisler[j29] [j28] [c21]
52Christos J. Georgiou[j4] [c3]
53Kelvin D. Goveas[j8]
54Kristen Grauman[c102]
55Suriya Gunasekar[c138] [c137] [i16] [i15] [c127] [i13] [j71] [c122] [c120] [c108] [c100]
56Carl A. Gunter[j75]
57Gunjan Gupta[j58] [c87] [c83] [j51] [c73] [c58] [c56] [c50] [c29] [c27]
58Siddharth Gupta[j75]
59Jisoo Ham[j43] [j42]
60David J. Hand[j53]
61Eric Heinen[c68]
62Jette Henderson[c142] [c126]
63Alex Henneguelle[j42] [c36] [c31]
64Joyce C. Ho[c142] [i18] [j74] [j68] [c124] [c118] [c114] [c110]
65Eduardo R. Hruschka
Eduardo Raul Hruschka
[j79] [j77] [j76] [j70] [j67] [j64] [c105] [c98] [i8] [i7] [i4] [c94] [c93]
66Amanda Hutton[c97]
67Kai Hwang 0001[j3] [c2] [j2] [j1] [c1]
68Ilian Iliev[c87]
69Spence Jackson[c9]
70Ajita John[j10]
71Lizy Kurian John[j54] [c45]
72Clinton Jones[c90]
73Ajay Joshi[j54] [c45]
74Shalmali Joshi[j78] [c138] [i16] [c131] [c130]
75Goo Jun[j66] [j61] [j60] [c92] [c88] [c86] [j56] [c84] [c82] [c81] [c78] [c77] [c76] [c75] [c71]
76Rahi Kalantari[c139]
77Hillol Kargupta[j33]
78Rajiv Khanna[i21] [i17] [c133] [c117]
79Abel N. Kho[j75] [c129]
80Taewan Kim[c140]
81Wonkook Kim[c70] [c63]
82Oluwasanmi Koyejo[j78] [c141] [c137] [i19] [i17] [i15] [c134] [c133] [c131] [c130] [j73] [c117] [i11] [c113] [c111] [c107] [c106] [c104] [i10] [i9] [c99] [i6] [c85]
83Nari Krishnamurthy[c8]
84Chase Krumpelman[c66] [c47]
85Abhimanu Kumar[i5]
86Shailesh Kumar[j36] [j34] [c23]
87Vipin Kumar[j53] [j33]
88Turker Kuyel[j28] [c21]
89T. Kyuel[j29]
90Patrick LaCour[c9]
91Diane Lambert[e1]
92Matthew Lease[i5]
93Cheng H. Lee[j73] [j68] [i11] [c111] [i10]
94Yong Jae Lee[c102]
95San-qi Li[j16] [c10]
96Kadir Liano[j6]
97David M. Liebovitz[j75]
98Paulo J. G. Lisboa[c24]
99Alexander Liu[j58] [p2] [j56] [c82] [c76] [c75] [c64] [c58]
100Bing Liu 0001[j53]
101Yue Luo[j54] [c45]
102Bradley Malin
Bradley A. Malin
[j75] [c129] [j74]
103Nena M. Marin[c87] [c79]
104Cheryl E. Martin[p2] [c64]
105Geoffrey J. McLachlan[j53]
106Srujana Merugu[j50] [j46] [j44] [c48] [c43] [c41] [c39] [c37]
107Thomas E. Milner[c22]
108Anish Mittal[c112] [j63]
109Dharmendra S. Modha[j50] [c41]
110Raymond J. Mooney[c116] [c47] [c28]
111Joseph T. Morgan[j42] [c31]
112Hiroshi Motoda[j53]
113Michael Motro[c139]
114Gautam S. Muralidhar[c112] [j63]
115Paul A. Navrátil[c87]
116Sahand Negahban[i21]
117Amy Neuenschwander[c31]
118Angus F. M. Ng[j53]
119Zoran Obradovic[c88] [j33]
120Dmitry Osintsev[c128]
121David Z. Pan[i12] [c103]
122Byung-Hoon Park[c121]
123Mijung Park[c113]
124Yubin Park[i18] [p4] [j72] [j69] [c125] [c123] [c121] [c119] [j65] [c114] [c109] [c101] [c95]
125Krupakar V. Pasupuleti[c28]
126Priyank Patel[c107]
127Stavros J. Perantonis[c24]
128Sergios Petridis[c24]
129Aashish Phansalkar[j54] [c45]
130Jonathan W. Pillow[c113]
131Russell A. Poldrack[i17] [c133] [c117] [c113] [c107]
132Kunal Punera[j55] [c67] [c60] [c59] [c53] [c51] [c44]
133J. Ross Quinlan[j53]
134Vladan Radosavljevic[c88]
135Sindhu Raghavan[c100]
136S. Raj[c55]
137Suju Rajan[j52] [j48] [c59] [c53] [c46] [c44] [c40]
138Viswanath Ramamurti[j30] [c18] [c16]
139Nirmala Ramanujam[i2] [c14]
140Pradeep Ravikumar[i13] [c120]
141Balaraman Ravindran[c132]
142Mark Reid[j78]
143Kristine Resurreccion[c131]
144Rebecca R. Richards-Kortum[i2] [c14]
145Matthew Riley[c68]
146Jean-David Ruvini[c105] [i4]
147Avijit Saha[c132]
148Irwin W. Sandberg[j23]
149Badrul Sarwar[c105] [i4]
150Wade Schwartzkopf[c22]
151Siegfried Selberherr[c128]
152Shishir Shah[c19]
153Mallikarjun Shankar[c121] [c109]
154Aayush Sharma[c96]
155Yoan Shin[j15] [j5]
156David B. Skillicorn[e1]
157Padhraic Smyth[j62] [e2]
158David Sontag[c138] [i16]
159Rajiv Soundararajan[c112]
160Suvrit Sra[j47] [c35]
161Jaideep Srivastava[e1]
162Michael Steinbach[j53]
163Dan Steinberg[j53]
164Steven R. Steinhubl[j74]
165Walter F. Stewart[j74]
166Bryan W. Stiles[j26] [j23] [c13]
167Alexander Strehl[p1] [j40] [j38] [c33] [c26] [c25]
168Jimeng Sun[j75] [c129] [j74] [c124] [c118]
169Viktor Sverdlov[c128]
170Ismail A. Taha[j31]
171Dean Teffer[c126] [c97]
172James C. Tilton[c63]
173Andrew Tomkins[j62]
174Kagan Tumer[j37] [i3] [i2] [i1] [j20] [j19] [c17] [c14] [j14] [c11]
175Marcus Tyler[c126]
176K. P. Unnikrishnan[c110]
177Anujan Varma[j4] [c3]
178Ranga Raju Vatsavai[c84]
179Vassilis Virvilis[c24]
180Matt Walker[c79]
181Byron C. Wallace[c142]
182Yichen Wang[c129]
183Josef Weinbub[c128]
184Xindong Wu[j53]
185Weijia Xu[c87]
186Qiang Yang 0001[j53]
187Bei Yu[i12] [c103]
188Philip S. Yu[j53]
189Shi Zhong[j45] [j39] [c34]
190Mingyuan Zhou[c136] [c126]
191Zhi-Hua Zhou[j53]

 

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