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Acoustic classification of multiple simultaneous bird species: A multi-instance multi-label approach

The Journal of the Acoustical Society of America, 2012-06, Vol.131 (6), p.4640-4650

2012

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Identification of biological signatures of cruciferous vegetable consumption utilizing machine learning-based global untargeted stable isotope traced metabolomics

Frontiers in nutrition (Lausanne), 2024-07, Vol.11, p.1390223

2024

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Active Learning of Constraints for Semi-Supervised Clustering

IEEE transactions on knowledge and data engineering, 2014-01, Vol.26 (1), p.43-54

2014

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Dynamic Programming for Instance Annotation in Multi-Instance Multi-Label Learning

IEEE transactions on pattern analysis and machine intelligence, 2017-12, Vol.39 (12), p.2381-2394

2017

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Revealing General Patterns of Microbiomes That Transcend Systems: Potential and Challenges of Deep Transfer Learning

mSystems, 2022-02, Vol.7 (1), p.e0105821-e0105821

2022

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Recommendation System to Predict Missing Adsorption Properties of Nanoporous Materials

Chemistry of materials, 2021-09, Vol.33 (18), p.7203-7216

2021

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Classifying the toxicity of pesticides to honey bees via support vector machines with random walk graph kernels

The Journal of chemical physics, 2022-07, Vol.157 (3), p.034102-034102

2022

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PoreMatMod.jl: Julia Package for in Silico Postsynthetic Modification of Crystal Structure Models

Journal of chemical information and modeling, 2022-02, Vol.62 (3), p.423-432

2022

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Non-injective gas sensor arrays: identifying undetectable composition changes

Journal of physics. Condensed matter, 2021-11, Vol.33 (46), p.464003

2021

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Improving the Robustness of Point Convolution on k-Nearest Neighbor Neighborhoods with a Viewpoint-Invariant Coordinate Transform

2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, p.1287-1297

2023

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Context-aware MIML instance annotation: exploiting label correlations with classifier chains

Knowledge and information systems, 2015-04, Vol.43 (1), p.53-79

2015

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The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment

2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2013, p.1-8

2013

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Supervised hierarchical segmentation for bird song recording

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, p.763-767

2015

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Constrained instance clustering in multi-instance multi-label learning

Pattern recognition letters, 2014-02, Vol.37, p.107-114

2014

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Simultaneous segmentation and classification of bird song using CNN

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.146-150

2017

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Budgeted Optimization with Constrained Experiments

The Journal of artificial intelligence research, 2016-01, Vol.56, p.119-152

2016

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Weakly Supervised Dictionary Learning

IEEE transactions on signal processing, 2018-05, Vol.66 (10), p.2527-2541

2018

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Active Learning from Relative Comparisons

IEEE transactions on knowledge and data engineering, 2015-12, Vol.27 (12), p.3166-3175

2015

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Time-frequency segmentation of bird song in noisy acoustic environments

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, p.2012-2015

2011

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Context-Aware MIML Instance Annotation

2013 IEEE 13th International Conference on Data Mining, 2013, p.41-50

2013

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Discriminative Clustering with Cardinality Constraints

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.2291-2295

2018

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Discriminative Probabilistic Framework for Generalized Multi-Instance Learning

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.2281-2285

2018

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Discriminative recurring signal detection and localization

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.2377-2381

2017

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Instance Annotation for Multi-Instance Multi-Label Learning

ACM transactions on knowledge discovery from data, 2013-09, Vol.7 (3), p.1-30

2013

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Learning multiple nonredundant clusterings

ACM transactions on knowledge discovery from data, 2010-10, Vol.4 (3), p.1-32

2010

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Acoustic classification of multiple simultaneous bird species: A multi-instance multi-label approach

Identification of biological signatures of cruciferous vegetable consumption utilizing machine learning-based global untargeted stable isotope traced metabolomics

Active Learning of Constraints for Semi-Supervised Clustering

Dynamic Programming for Instance Annotation in Multi-Instance Multi-Label Learning

Revealing General Patterns of Microbiomes That Transcend Systems: Potential and Challenges of Deep Transfer Learning

Recommendation System to Predict Missing Adsorption Properties of Nanoporous Materials

Classifying the toxicity of pesticides to honey bees via support vector machines with random walk graph kernels

PoreMatMod.jl: Julia Package for in Silico Postsynthetic Modification of Crystal Structure Models

Non-injective gas sensor arrays: identifying undetectable composition changes

Improving the Robustness of Point Convolution on k-Nearest Neighbor Neighborhoods with a Viewpoint-Invariant Coordinate Transform

Context-aware MIML instance annotation: exploiting label correlations with classifier chains

The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment

Supervised hierarchical segmentation for bird song recording

Constrained instance clustering in multi-instance multi-label learning

Simultaneous segmentation and classification of bird song using CNN

Budgeted Optimization with Constrained Experiments

Weakly Supervised Dictionary Learning

Active Learning from Relative Comparisons

Time-frequency segmentation of bird song in noisy acoustic environments

Context-Aware MIML Instance Annotation

Discriminative Clustering with Cardinality Constraints

Discriminative Probabilistic Framework for Generalized Multi-Instance Learning

Discriminative recurring signal detection and localization

Instance Annotation for Multi-Instance Multi-Label Learning

Learning multiple nonredundant clusterings

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