Datasets

date: 2015

Total is 212 Results
Simplicity of K-means versus deepness of Deep Learning. A Case of Unsupervised Feature Learning with Limited Data

10.4231/R7N58J9Z

Baichuan Zhang, Bartlomiej P. Rajwa, Murat Dundar, Qiang Kou, Yicheng He

10/01/2015

We study a biodetection application as a case study to demonstrate that K-means-based unsupervised feature learning can be a simple yet effective alternative to deep learning techniques for small data sets with limited intra- as well as inter-class diversi...

bacterial colonies BARDOT Biomedical Engineering Computer Science deep learning Elastic light scattering Interdisciplinary Research K-Means Clustering Life Sciences Machine Learning representation learning

Soft Drink Delivery

10.4231/D3F76670G

James D. McGlothlin

09/09/2015

Video of Soft Drink Delivery with supporting documentation from Studies performed at NIOSH

Ergonomics Health Sciences Human Factors Nutrition Video Exposure Monitoring

Separating Fractal and Oscillatory Components in the Power Spectrum of Neurophysiological Signal

10.4231/R7WQ01R7

Haiguang Wen, Zhongming Liu

09/30/2015

Neurophysiological field-potential signals con- sist of both arrhythmic and rhythmic patterns indicative of the fractal and oscillatory dynamics arising from likely distinct mechanisms. Here, we present a new method, namely the irregular-resampling auto-sp...

Bioinformatics Biomedical Engineering fractal scale-free

J.B. Peterson and Robert Beck's soils tests (781601 and 781602)

10.4231/R79K485C

John B. Peterson

04/30/2015

File 781601.txt contains soils data File 781602.002.txt contains reference calibration data The test took place in 1978. The supporting docs include a brief summary of used instruments, a wavelength table (Wavelength_ASCII.txt), reflectance note a...

Agriculture Exotech 20C-SW GE-DXW Lamp illumination LARS Remote Sensing soil Soil Science spectral observations

Soil reflectance and physiochemical properties of soils (781701)

10.4231/R7QR4V2H

Eric R. Stoner

04/30/2015

Objective: The general objective is to define quantitatively the relationships between soil reflectance and physiochemical properties of soils of significance to agriculture and engineering. Selection of soil samples with a wide rangeof important soil c...

Agriculture Exotech 20C-SW GE-DXW Lamp illumination LARS Remote Sensing soil Soil Science spectral observations spectrometer

Purdue University Buildings Demolition, Construction Images, November 2014, POTR Building Camera 1

10.4231/R7S180F0

Alexander M. Hainen, Andrew Sydelko, Darcy M. Bullock, David Burford, Michael Witt

02/23/2015

Purdue's campus landscape continues to change with the construction of new buildings and the remodel of old buildings. In 2012 the Engineering Administration Building (ENAD) and the iconic Heat and Power Plant-North (HPN) were targeted for demoliti...

Active Learning Center Building Construction Management building demolition Civil Engineering Construction Engineering and Management ENAD Demolition ENADALC Engineering Administration Building Heat and Power Plant-North Purdue University

Purdue Agronomy Farm Corn Leaf Nitrogen (791812)

10.4231/R7X9287B

Craig S. T. Daughtry

05/04/2015

The test took place in 1979. The supporting docs include a brief summary of used instruments, a wavelength table (Wavelength_ASCII.txt), reflectance note and reflectance tables (ReflectanceTable206.txt and ReflectanceTableMulti.txt), and file format des...

Agriculture Corn Crop Science Crops LARS radiometer Remote Sensing Soil Science solar illumination spectral observations

Liovando Da Costa Soils Tests (791901 and 791902 )

10.4231/R7BG2KXG

Liovando M. Da Costa

05/05/2015

The test took place in 1979. The supporting docs include a brief summary of used instruments, a wavelength table (Wavelength_ASCII.txt), reflectance note and reflectance tables (ReflectanceTable206.txt and ReflectanceTableMulti.txt), and file format des...

Agriculture Exotech 20C-SW GE-DXW Lamp illumination Laboratory for Applications of Remote Sensing LARS Remote Sensing soil Soil Science soils spectral observations spectrometer

South Dakota Intensive Test Site 1687 (781227)

10.4231/R7445JD5

Marvin E. Bauer

04/15/2015

The objective of this experiment was to provide a data set which can be used as an intermediate level of extrapolation between data collected from controlled experimental plots at field research stations and data collection by satellite scanners. The inten...

Agriculture Alfalfa barley Corn Crop Science Crops FSS Grass LARS oats Remote Sensing rye soil Soil Science solar illumination spectral observations spectrometer spring wheat winter wheat

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