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Efficient machine learning-assisted failure analysis method for circuit-level defect prediction

Machine learning with applications, 2024-06, Vol.16, p.100537, Article 100537

Ghosh, Joydeep

2024

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Charge density and bare surface barrier height in GaN/AlGaN/GaN heterostructures: A modeling and simulation study

International journal of RF and microwave computer-aided engineering, 2018-10, Vol.28 (8), p.e21455-n/a

2018

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Cluster ensembles

Wiley interdisciplinary reviews. Data mining and knowledge discovery, 2011-07, Vol.1 (4), p.305-315

2011

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Relationship-Based Clustering and Visualization for High-Dimensional Data Mining

INFORMS journal on computing, 2003-05, Vol.15 (2), p.208-230

2003

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Scalable Clustering Algorithms with Balancing Constraints

Data mining and knowledge discovery, 2006-11, Vol.13 (3), p.365-395

2006

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Discovering important people and objects for egocentric video summarization

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012, p.1346-1353

2012

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Combining clustering and active learning for the detection and learning of new image classes

Neurocomputing (Amsterdam), 2019-09, Vol.358, p.150-165

2019

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A Unified Framework for Model-based Clustering

Journal of machine learning research, 2004-08, Vol.4 (6), p.1001-1037

2004

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Multiclassifier Systems: Back to the Future

Lecture notes in computer science, 2002, p.1-15

2002

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SCOAL: A framework for simultaneous co-clustering and learning from complex data

ACM transactions on knowledge discovery from data, 2010-10, Vol.4 (3), p.1-31

2010

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CONSENSUS-BASED ENSEMBLES OF SOFT CLUSTERINGS

Applied artificial intelligence, 2008-08, Vol.22 (7-8), p.780-810

2008

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Limestone: High-throughput candidate phenotype generation via tensor factorization

Journal of biomedical informatics, 2014-12, Vol.52, p.199-211

2014

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AdaHash: hashing-based scalable, adaptive hierarchical clustering of streaming data on Mapreduce frameworks

International journal of data science and analytics, 2019-10, Vol.8 (3), p.257-267

2019

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Face Detection on Distorted Images Augmented by Perceptual Quality-Aware Features

IEEE transactions on information forensics and security, 2014-12, Vol.9 (12), p.2119-2131

2014

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Top 10 algorithms in data mining

Knowledge and information systems, 2008, Vol.14 (1), p.1-37

2008

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Rényi divergence minimization based co-regularized multiview clustering

Machine learning, 2016-09, Vol.104 (2-3), p.411-439

2016

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A constrained matrix-variate Gaussian process for transposable data

Machine learning, 2014-10, Vol.97 (1-2), p.103-127

2014

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A self-training approach to cost sensitive uncertainty sampling

Machine learning, 2009-09, Vol.76 (2-3), p.257-270

2009

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Active Learning with Multiple Localized Regression Models

INFORMS journal on computing, 2017-06, Vol.29 (3), p.503-522

2017

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Significance of activation functions in developing an online classifier for semiconductor defect detection

Knowledge-based systems, 2022-07, Vol.248, p.108818, Article 108818

2022

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Generative model-based document clustering: a comparative study

Knowledge and information systems, 2005-09, Vol.8 (3), p.374

2005

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CUDIA: Probabilistic cross-level imputation using individual auxiliary information

ACM transactions on intelligent systems and technology, 2013-09, Vol.4 (4), p.1-24

2013

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Building bridges across electronic health record systems through inferred phenotypic topics

Journal of biomedical informatics, 2015-06, Vol.55, p.82-93

2015

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CERTIFAI: A Common Framework to Provide Explanations and Analyse the Fairness and Robustness of Black-box Models

Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 2020, p.166-172

2020

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Septic Shock Prediction for Patients with Missing Data

ACM transactions on management information systems, 2014-04, Vol.5 (1), p.1-15

2014

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Efficient machine learning-assisted failure analysis method for circuit-level defect prediction

Charge density and bare surface barrier height in GaN/AlGaN/GaN heterostructures: A modeling and simulation study

Cluster ensembles

Relationship-Based Clustering and Visualization for High-Dimensional Data Mining

Scalable Clustering Algorithms with Balancing Constraints

Discovering important people and objects for egocentric video summarization

Combining clustering and active learning for the detection and learning of new image classes

A Unified Framework for Model-based Clustering

Multiclassifier Systems: Back to the Future

SCOAL: A framework for simultaneous co-clustering and learning from complex data

CONSENSUS-BASED ENSEMBLES OF SOFT CLUSTERINGS

Limestone: High-throughput candidate phenotype generation via tensor factorization

AdaHash: hashing-based scalable, adaptive hierarchical clustering of streaming data on Mapreduce frameworks

Face Detection on Distorted Images Augmented by Perceptual Quality-Aware Features

Top 10 algorithms in data mining

Rényi divergence minimization based co-regularized multiview clustering

A constrained matrix-variate Gaussian process for transposable data

A self-training approach to cost sensitive uncertainty sampling

Active Learning with Multiple Localized Regression Models

Significance of activation functions in developing an online classifier for semiconductor defect detection

Generative model-based document clustering: a comparative study

CUDIA: Probabilistic cross-level imputation using individual auxiliary information

Building bridges across electronic health record systems through inferred phenotypic topics

CERTIFAI: A Common Framework to Provide Explanations and Analyse the Fairness and Robustness of Black-box Models

Septic Shock Prediction for Patients with Missing Data

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