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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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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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IEEE_Xplore

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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IEEE_Xplore

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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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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A Novel Attribute-Based Symmetric Multiple Instance Learning for Histopathological Image Analysis

IEEE transactions on medical imaging, 2020-10, Vol.39 (10), p.3125-3136

2020

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IEEE_Xplore

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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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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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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Comparing Clustering with Pairwise and Relative Constraints: A Unified Framework

ACM transactions on knowledge discovery from data, 2016-12, Vol.11 (2), p.1-26

2016

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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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Dictionary Learning for Bioacoustics Monitoring with Applications to Species Classification

Journal of signal processing systems, 2018-02, Vol.90 (2), p.233-247

2018

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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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IEEE_Xplore

Rank-loss support instance machines for MIML instance annotation

Proceedings of the 18th ACM SIGKDD international conference on knowledge discovery and data mining, 2012, p.534-542

2012

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Simultaneous instance annotation and clustering in multi-instance multi-label learning

2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP), 2015, p.1-6

2015

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IEEE_Xplore

Dictionary extraction from a collection of spectrograms for bioacoustics monitoring

2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP), 2015, p.1-6

2015

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IEEE_Xplore

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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IEEE_Xplore

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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IEEE_Xplore

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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IEEE_Xplore

Context-Aware MIML Instance Annotation

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

2013

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IEEE_Xplore

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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IEEE_Xplore

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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IEEE_Xplore

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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IEEE_Xplore

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

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

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

A Novel Attribute-Based Symmetric Multiple Instance Learning for Histopathological Image Analysis

Recommendation System to Predict Missing Adsorption Properties of Nanoporous Materials

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

Non-injective gas sensor arrays: identifying undetectable composition changes

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

Comparing Clustering with Pairwise and Relative Constraints: A Unified Framework

Instance Annotation for Multi-Instance Multi-Label Learning

Dictionary Learning for Bioacoustics Monitoring with Applications to Species Classification

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

Rank-loss support instance machines for MIML instance annotation

Simultaneous instance annotation and clustering in multi-instance multi-label learning

Dictionary extraction from a collection of spectrograms for bioacoustics monitoring

Supervised hierarchical segmentation for bird song recording

Budgeted Optimization with Constrained Experiments

Weakly Supervised Dictionary Learning

Simultaneous segmentation and classification of bird song using CNN

Context-Aware MIML Instance Annotation

Active Learning from Relative Comparisons

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

Time-frequency segmentation of bird song in noisy acoustic environments

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