Gail L. Rosen

发表

Transductive learning algorithms for nonstationary environments

Gregory Ditzler, Gail L. Rosen, Robi Polikar, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Nanopore Sequencing in Microgravity

Gail L. Rosen, Angela M Yu, Douglas J. Botkin, 2015 .

A Toolkit for ARB to Integrate Custom Databases and Externally Built Phylogenies

Gail L. Rosen, Steven D. Essinger, Erin Reichenberger, 2015, PloS one.

NBC: the Naïve Bayes Classification tool webserver for taxonomic classification of metagenomic reads

Gail L. Rosen, Erin R. Reichenberger, Aaron M. Rosenfeld, 2010, Bioinform..

Discounted expert weighting for concept drift

Gregory Ditzler, Gail L. Rosen, Robi Polikar, 2013, 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE).

A Bootstrap Based Neyman-Pearson Test for Identifying Variable Importance

Gregory Ditzler, Gail L. Rosen, Robi Polikar, 2015, IEEE Transactions on Neural Networks and Learning Systems.

Forensic identification with environmental samples

Gregory Ditzler, Gail L. Rosen, Robi Polikar, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Comparison of Gene Prediction Programs for Metagenomic Data

Gail L. Rosen, Non Yok, 2010, 2010 IEEE International Conference on BioInformatics and BioEngineering.

Scaling a neyman-pearson subset selection approach via heuristics for mining massive data

Gregory Ditzler, Gail L. Rosen, Robi Polikar, 2014, 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM).

POGO-DB—a database of pairwise-comparisons of genomes and conserved orthologous genes

Gail L. Rosen, Yemin Lan, J. Calvin Morrison, 2013, Nucleic Acids Res..

Information theoretic feature selection for high dimensional metagenomic data

Gregory Ditzler, Gail L. Rosen, Robi Polikar, 2012, Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS).

Probabilistic topic modeling for genomic data interpretation

Xin Chen, Xiaohua Hu, Gail L. Rosen, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Supporting Students' Interest in Mathematics through Applications from Digital Image Processing

Gail L. Rosen, Jason Silverman, 2010 .

theseus - An R package for the analysis and visualization of microbial community data

Gail L. Rosen, Stephen Woloszynek, Jacob R. Price, 2018 .

Metagenome Fragment Classification Using N-Mer Frequency Profiles

Gail L. Rosen, Robi Polikar, Diamantino Caseiro, 2008, Adv. Bioinformatics.

Implementation of a Hebbian chemoreceptor model for diffusive source localization

Gail L. Rosen, Paul E. Hasler, Mark T. Smith, 2009, Biosyst..

ULA Delay-and-Sum Beamforming for Plume Source Localization

Gail L. Rosen, G. Rosen, 2007 .

Ordering samples along environmental gradients using particle swarm optimization

Gail L. Rosen, Robi Polikar, Steven D. Essinger, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Automatic Speaker Directivity Control for Soundfield Reconstruction

Gail L. Rosen, James David Johnston, 2001 .

Feature subset selection for inferring relative importance of taxonomy

Gregory Ditzler, Gail L. Rosen, G. Rosen, 2014, BCB.

Themetagenomics: Exploring Thematic Structure and Predicted Functionality of 16s rRNA Amplicon Data

Gail L. Rosen, Stephen Woloszynek, Zhengqiao Zhao, 2019, bioRxiv.

Quikr: a method for rapid reconstruction of bacterial communities via compressive sensing

Gail L. Rosen, Simon Foucart, David Koslicki, 2013, Bioinform..

Analysis Methods for Shotgun Metagenomics

Gregory Ditzler, Gail L. Rosen, Stephen Woloszynek, 2018 .

Evaluating a topic model approach for parsing microbiome data structure

Gail L. Rosen, Stephen Woloszynek, Zhengqiao Zhao, 2017 .

Chemical Source Localization in Unknown Turbulence Using the Cross-Correlation Method

Gail L. Rosen, Paul E. Hasler, P. Hasler, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Benchmarking BLAST Accuracy of Genus/Phyla Classification of Metagenomic Reads

Gail L. Rosen, Steven D. Essinger, 2010, Pacific Symposium on Biocomputing.

Incremental learning of new classes from unbalanced data

Gregory Ditzler, Gail L. Rosen, Robi Polikar, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Fizzy: feature subset selection for metagenomics

Gregory Ditzler, Gail L. Rosen, Yemin Lan, 2015, BMC Bioinformatics.

Workshop on Microbiomics, Metagenomics, and Metabolomics

Soha Hassoun, Gail L. Rosen, Yasser El-Manzalawy, 2019, BCB.

Fizzy: feature subset selection for

Gail L. Rosen, Yemin Lan, J. Calvin Morrison, 2015 .

Inquiry-Based Learning Through Image Processing

Gail L. Rosen, Jason Silverman, Steve Essinger, 2012 .

Inquiry-Based Learning Through Image Processing [dsp Education]

Gail L. Rosen, Steven D. Essinger, Jason Silverman, 2012, IEEE Signal Processing Magazine.

Domain adaptation bounds for multiple expert systems under concept drift

Gregory Ditzler, Gail L. Rosen, Robi Polikar, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Opportunities and obstacles for deep learning in biology and medicine

Yifan Peng, Wei Xie, Yanjun Qi, 2017 .

16S rRNA sequence embeddings: Meaningful numeric feature representations of nucleotide sequences that are convenient for downstream analyses

Gail L. Rosen, Stephen Woloszynek, Zhengqiao Zhao, 2018 .

Keeping up with the genomes: efficient learning of our increasing knowledge of the tree of life

Gail L. Rosen, Zhengqiao Zhao, Alexandru Cristian, 2019, BMC Bioinformatics.

A probabilistic topic-connection model for automatic image annotation

Xin Chen, Xiaohua Hu, Gail L. Rosen, 2010, CIKM.

Exploiting the Functional and Taxonomic Structure of Genomic Data by Probabilistic Topic Modeling

Xin Chen, Xiaohua Hu, Gail L. Rosen, 2012, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Characterizing the Empirical Distribution of Prokaryotic Genome n-mers in the Presence of Nullomers

Wei Zhao, Gail L. Rosen, Loni Philip Tabb, 2014, J. Comput. Biol..

Automatic loudspeaker directivity control for sound field reconstruction

Gail L. Rosen, Jim Johnston, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Neural network-based taxonomic clustering for metagenomics

Gail L. Rosen, Robi Polikar, Steven D. Essinger, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Combining gene prediction methods to improve metagenomic gene annotation

Gail L. Rosen, Non Yok, G. Rosen, 2011, BMC Bioinformatics.

The Effect of Sequence Error and Partial Training Data on BLAST Accuracy

Gail L. Rosen, Steven D. Essinger, G. Rosen, 2010, 2010 IEEE International Conference on BioInformatics and BioEngineering.

Approach Via Heuristics for Mining Massive Data

Gregory Ditzler, Gail L. Rosen, Robi Polikar, 2014 .

Incremental Author Name Disambiguation for Scientific Citation Data

Gail L. Rosen, Zhengqiao Zhao, Linge Bai, 2017, 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

An introduction to machine learning for students in secondary education

Gail L. Rosen, Steven D. Essinger, G. Rosen, 2011, 2011 Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE).

Emerging Priorities for Microbiome Research

Gail L. Rosen, Pieter C. Dorrestein, Stephen Woloszynek, 2020, Frontiers in Microbiology.

Investigation of coding structure in DNA

Gail L. Rosen, Jeffrey D. Moore, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Information-theoretic approaches to SVM feature selection for metagenome read classification

Gail L. Rosen, Robi Polikar, Joseph DePasquale, 2011, Comput. Biol. Chem..

A Probabilistic Topic-Connection Model for Automatic

Xiaohua Hu, Xin Chen, Gail L. Rosen, 2010 .

Learning, visualizing and exploring 16S rRNA structure using an attention-based deep neural network

Gail L. Rosen, Stephen Woloszynek, Bahrad A. Sokhansanj, 2021, PLoS Comput. Biol..

Exploring thematic structure in 16S rRNA marker gene surveys

Gail L. Rosen, Stephen Woloszynek, Gideon Simpson, 2017 .

BIOLOGICALLY-INSPIRED ODOR LOCALIZATION USING BEAMFORMING

Gail L. Rosen, Paul E. Hasler, P. Hasler, 2004 .

Signal processing for biologically-inspired gradient source localization and DNA sequence analysis

Gail L. Rosen, G. Rosen, 2006 .