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Inferring clonal evolution of tumors from single nucleotide somatic mutations

BMC bioinformatics, 2014-02, Vol.15 (1), p.35-35, Article 35

2014

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PhyloWGS: reconstructing subclonal composition and evolution from whole-genome sequencing of tumors

Genome Biology, 2015-02, Vol.16 (1), p.35-35, Article 35

2015

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Using error decay prediction to overcome practical issues of deep active learning for named entity recognition

Machine learning, 2020-09, Vol.109 (9-10), p.1749-1778

2020

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A qualitative study of large-scale recommendation algorithms for biomedical knowledge bases

International journal on digital libraries, 2021-06, Vol.22 (2), p.197-215

2021

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Inhibition in Multiclass Classification

Neural computation, 2012-09, Vol.24 (9), p.2473-2507

2012

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Beam search algorithms for multilabel learning

Machine learning, 2013-07, Vol.92 (1), p.65-89

2013

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Chemical gas sensor drift compensation using classifier ensembles

Sensors and actuators. B, Chemical, 2012-05, Vol.166-167, p.320-329

2012

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Dynamical SVM for Time Series Classification

Pattern Recognition, p.216-225

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Characterizing genetic intra-tumor heterogeneity across 2,658 human cancer genomes

Cell, 2021-04, Vol.184 (8), p.2239-2254.e39

2021

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Using the Electronic Medical Record to Identify Patients at High Risk for Frequent Emergency Department Visits and High System Costs

The American journal of medicine, 2017-05, Vol.130 (5), p.601.e17-601.e22

2017

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An Efficient Algorithm to Integrate Network and Attribute Data for Gene Function Prediction

Pacific Symposium on Biocomputing 2014, 2014, p.388-399

2014

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RNAcompete-S: Combined RNA sequence/structure preferences for RNA binding proteins derived from a single-step in vitro selection

Methods (San Diego, Calif.), 2017-08, Vol.126, p.18-28

2017

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Neutral tumor evolution?

Nature genetics, 2018-12, Vol.50 (12), p.1630-1633

2018

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Crowd-sourced benchmarking of single-sample tumor subclonal reconstruction

Nature biotechnology, 2024-06

2024

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On time series features and kernels for machine olfaction

Sensors and actuators. B, Chemical, 2012-11, Vol.174, p.535-546

2012

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On structured output training: hard cases andanefficient alternative

Machine learning, 2009-09, Vol.76 (2-3), p.227-242

2009

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On structured output training: hard cases and an efficient alternative

Machine learning, 2009-09, Vol.76 (2-3), p.227-242

2009

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Interactive Learning from Multiple Noisy Labels

Machine Learning and Knowledge Discovery in Databases, 2016, Vol.9851, p.493-508

2016

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Using the Electronic Medical Record to Identify Patients at High Risk for Frequent ED Visits and High System Costs

The American journal of medicine, 2017

2017

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Comparing nonparametric Bayesian tree priors for clonal reconstruction of tumors

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing, 2015, p.20

2015

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Beam search algorithms for multilabel learning: Special Issue of Selected Papers from ECML-PKDD 2012

Machine learning, 2013, Vol.92 (1), p.65-89

2013

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DOLCE ergo SUMO: On foundational and domain models in the SmartWeb Integrated Ontology (SWIntO)

Web semantics, 2007-09, Vol.5 (3), p.156-174

2007

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On the Use of Topic Models for Word Completion

Advances in Natural Language Processing, 2006, p.500-511

2006

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Learning and Inference in Probabilistic Classifier Chains with Beam Search

Machine Learning and Knowledge Discovery in Databases, p.665-680

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A Self-Organizing Map Based Knowledge Discovery for Music Recommendation Systems

Computer Music Modeling and Retrieval, p.119-129

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Inferring clonal evolution of tumors from single nucleotide somatic mutations

PhyloWGS: reconstructing subclonal composition and evolution from whole-genome sequencing of tumors

Using error decay prediction to overcome practical issues of deep active learning for named entity recognition

A qualitative study of large-scale recommendation algorithms for biomedical knowledge bases

Inhibition in Multiclass Classification

Beam search algorithms for multilabel learning

Chemical gas sensor drift compensation using classifier ensembles

Dynamical SVM for Time Series Classification

Characterizing genetic intra-tumor heterogeneity across 2,658 human cancer genomes

Using the Electronic Medical Record to Identify Patients at High Risk for Frequent Emergency Department Visits and High System Costs

An Efficient Algorithm to Integrate Network and Attribute Data for Gene Function Prediction

RNAcompete-S: Combined RNA sequence/structure preferences for RNA binding proteins derived from a single-step in vitro selection

Neutral tumor evolution?

Crowd-sourced benchmarking of single-sample tumor subclonal reconstruction

On time series features and kernels for machine olfaction

On structured output training: hard cases andanefficient alternative

On structured output training: hard cases and an efficient alternative

Interactive Learning from Multiple Noisy Labels

Using the Electronic Medical Record to Identify Patients at High Risk for Frequent ED Visits and High System Costs

Comparing nonparametric Bayesian tree priors for clonal reconstruction of tumors

Beam search algorithms for multilabel learning: Special Issue of Selected Papers from ECML-PKDD 2012

DOLCE ergo SUMO: On foundational and domain models in the SmartWeb Integrated Ontology (SWIntO)

On the Use of Topic Models for Word Completion

Learning and Inference in Probabilistic Classifier Chains with Beam Search

A Self-Organizing Map Based Knowledge Discovery for Music Recommendation Systems

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