High-Reproducibility and High-Accuracy Method for Automated Topic Classification

High-Reproducibility and High-Accuracy Method for Automated Topic Classification

Much of human knowledge sits in large databases of unstructured text. Leveraging this knowledge requires algorithms that extract and record metadata on unstructured text documents. Assigning topics to documents will enable intelligent searching, statistical characterization, and meaningful classific...

Full description

Bibliographic Details
Main Authors:	Andrea Lancichinetti, M. Irmak Sirer, Jane X. Wang, Daniel Acuna, Konrad Körding, Luís A. Nunes Amaral
Format:	Article
Language:	English
Published:	American Physical Society 2015-01-01
Series:	Physical Review X
Online Access:	http://doi.org/10.1103/PhysRevX.5.011007

Similar Items

Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach.
by: Andre F Marquand, et al.
Published: (2013-01-01)

Automated Tissue Classification Framework for Reproducible Chronic Wound Assessment
by: Rashmi Mukherjee, et al.
Published: (2014-01-01)

Analysis of Functional MRI for Presurgical Mapping: Reproducibility, Automated Thresholds, and Diagnostic Accuracy
by: Stevens, Tynan
Published: (2010)

Brain States That Encode Perceived Emotion Are Reproducible but Their Classification Accuracy Is Stimulus-Dependent
by: Keith A. Bush, et al.
Published: (2018-07-01)

Achievable accuracy and reproducibility in radiotherapy
by: Ahbabi, Salma Saeed Al
Published: (2014)

Automated brain volumetric measures with AccuBrain: version comparison in accuracy, reproducibility and application for diagnosis
by: Luo, Y., et al.
Published: (2022)

Reliable and Reproducible GABA Measurements Using Automated Spectral Prescription at Ultra-High Field
by: Yan Li, et al.
Published: (2017-10-01)

High Accuracy Automated Scalloping ofDecorative Lace
by: Bamforth, Philip
Published: (2003)

ProkEvo: an automated, reproducible, and scalable framework for high-throughput bacterial population genomics analyses
by: Natasha Pavlovikj, et al.
Published: (2021-05-01)

Investigation into the Accuracy of Colours Reproduced by the Ricoh Printer
by: Andrius Gedvila, et al.
Published: (2012-12-01)

Automation of cDNA Synthesis and Labelling Improves Reproducibility
by: Daniel Klevebring, et al.
Published: (2009-01-01)

Hybrid Classification for High-Speed and High-Accuracy Network Intrusion Detection System
by: Taehoon Kim, et al.
Published: (2021-01-01)

Automated support for reproducing and debugging field failures
by: Jin, Wei
Published: (2015)

Classification of Relevant Information for Drivers in Highly Automated Vehicles
by: Vladimir V. Savchenko, et al.
Published: (2020-09-01)

Boosting accuracy of automated classification of fluorescence microscope images for location proteomics
by: Huang Kai, et al.
Published: (2004-06-01)

Automated Classification of Breast Cancer Cells Using High-Throughput Holographic Cytometry
by: Chen, C.X, et al.
Published: (2021)

Duality between time series and networks.
by: Andriana S L O Campanharo, et al.
Published: (2011-01-01)

Accuracy and reproducibility of IOLMaster versus contact ultrasound biometry
by: Quan-Hao Bai, et al.
Published: (2015-06-01)

Accuracy and reproducibility of the multiple-reading skin blanching assay
by: Smith, E W, et al.
Published: (1992)

Are classifications of proximal radius fractures reproducible?
by: dos Santos João BG, et al.
Published: (2009-10-01)

jicbioimage: a tool for automated and reproducible bioimage analysis
by: Tjelvar S. G. Olsson, et al.
Published: (2016-11-01)

beadplexr: reproducible and automated analysis of multiplex bead assays
by: Ulrik Stervbo, et al.
Published: (2018-11-01)

Accuracy of automated classification of major depressive disorder as a function of symptom severity
by: Rajamannar Ramasubbu, MD, FRCPC, MSc, et al.
Published: (2016-01-01)

Identifying Modular Flows on Multilayer Networks Reveals Highly Overlapping Organization in Interconnected Systems
by: Manlio De Domenico, et al.
Published: (2015-03-01)

Comparison of Reproducibility, Accuracy, Sensitivity, and Specificity of miRNA Quantification Platforms
by: Paula M. Godoy, et al.
Published: (2019-12-01)

Defining and evaluating classification algorithm for high-dimensional data based on latent topics.
by: Le Luo, et al.
Published: (2014-01-01)

Myelin quantification with MRI: A systematic review of accuracy and reproducibility
by: Chris W.J. van der Weijden, et al.
Published: (2021-02-01)

Periotest values: Its reproducibility, accuracy, and variability with hormonal influence
by: Swarna Chakrapani, et al.
Published: (2015-01-01)

High Classification Accuracy for Schizophrenia with Rest and Task fMRI Data
by: Wei eDu, et al.
Published: (2012-06-01)

A High Data Rate Recorder/Reproducer
by: Brobst, R. E.
Published: (1977)

Reproducibility of three classifications of proximal humeral fractures
by: Eduardo da Frota Carrerra, et al.

Evaluation of the Reproducibility of the Dejour Classification for Femoropatellar Instability
by: Rodrigo de Souza Mendes Santiago Mousinho, et al.

INTER-OBSERVER REPRODUCIBILITY OF THE “LUMBAR FACET HYPERSIGNAL CLASSIFICATION” AND THE CLASSIFICATION OF PFIRRMANN
by: Luciano Miller Reis Rodrigues, et al.

Animal-borne acoustic data alone can provide high accuracy classification of activity budgets
by: Andréa Thiebault, et al.
Published: (2021-08-01)

Automated classification of vowel category and speaker type in the high-frequency spectrum
by: Jeremy J. Donai, et al.
Published: (2016-04-01)

Raft : automated techniques for diagnosing, reproducing, and fixing concurrency bugs
by: Smith, Steven Oliver
Published: (2014)

Topics in the accuracy and resolution of superresolution systems
by: Brandwood, D.
Published: (2009)

Fall classification by machine learning using mobile phones.
by: Mark V Albert, et al.
Published: (2012-01-01)

Reproducibility of the Lauge-Hansen, Danis-Weber, and AO classifications for ankle fractures
by: Lucas Lopes da Fonseca, et al.

Accuracy and Reproducibility of a Patient-Specific Instrumentation in Total Ankle Arthroplasty
by: Pierre-Marc April MD, FRCSC, et al.
Published: (2020-10-01)