In Indian sub-continent COVID-19 second wave started in early March 2021 and its effect was more lethal than the first wave, the confirmed cases and the death rate was higher than in the first wave. Unlike the national lockdown in 2020, this year different states have started imposing lockdown like restrictions spanning April-June 2021. This paper investigates the sentiments of the people using twitter messages during early period of the second wave. Two-weeks data is manually annotated and several machine learning models were built.

Categories:
441 Views

We investigate the naïve idea of adults relating to opposite processes.

Categories:
18 Views

A Multi-Agent Approach for Personalized Hypertension Risk Prediction

Instructions: 

Please Refer to the paper for further instructions. Our paper is currently under review

Categories:
104 Views

Electroretinography (ERG) has great potential in visual health detection in early diagnosis and intervention. To date, optical coherence tomography and other diagnostic tests are mainly used. Clinically used ERG is an important diagnostic assessment for various retinal diseases, such as hereditary diseases (retinitis pigmentosa, choroideremia, cone dystrophy, etc), diabetic retinopathies, glaucoma, macular degeneration, toxic retinopathies etc. A database of five types of adult and pediatric biomedical electroretinography signals is presented in this study.

Instructions: 

WHEN USING THIS RESOURCE, PLEASE CITE THE ORIGINAL PUBLICATION

1. A.E. Zhdanov, A.Yu. Dolganov, E. Lucian, X. Bao, V.I. Borisov, V.N. Kazajkin, V.O. Ponomarev, A.V. Lizunov, L.G. Dorosinskiy, "OculusGraphy: Ocular Examination for Toxicity Evaluation Based on Biomedical Signals," 2020 International Conference on e-Health and Bioengineering (EHB), IASI, 2020, pp. 1-6, doi: 10.1109/EHB50910.2020.9280291.
2. A.E. Zhdanov, A.Yu. Dolganov, V.N. Kazajkin, V.O. Ponomarev, A.V. Lizunov, V.I. Borisov, E. Lucian, X. Bao, L.G. Dorosinskiy, , "OculusGraphy: Literature Review on Electrophysiological Research Methods in Ophthalmology and Electroretinograms Processing Using Wavelet Transform," 2020 International Conference on e-Health and Bioengineering (EHB), IASI, 2020, pp. 1-6, doi: 10.1109/EHB50910.2020.9280221.

DATA DESCRIPTION

The file "00 Description of Research Protocols.pdf" contains a description of the protocols used in this study. The file "01 Appendix 1.xlsx" contains the resulting analysis data of 5 signal types. The file contains filtered signals and the following information: diagnosis, age, wave amplitude, wave latency. The file "02 Appendix 2.xlsx" contains a series of signals. The file contains the following information: patient number, signal.
For further questions please contact Mr. Aleksei E. Zhdanov (correspondence e-mail: a.e.zhdanov@urfu.ru).

ACKNOWLEDGMENT

We express our most profound appreciation for cand. med. Oleg V. Shilovskikh CEO of IRTC Eye Microsurgery Ekaterinburg Center for the opportunity to publish the database and disseminate scientific knowledge. The ERG signals data decryption within the study was supported by RFBR, project number 20-07-00498, and 18-29-03088. The ERG signals data processing was supported by Act 211 Government of the Russian Federation, contract 02.A03.21.0006.

Categories:
504 Views

This dataset contains the database of the transport block (TB) configurations .

Categories:
112 Views

   The Incheon dataset has been measured from a 24-hour experiment from July 5, 2017 (Starting Time:1438 (HM), to July 6, 2017 (Ending Time: 1458 (HM). The experiment has been carried out over a 2 km distance between the Tx and Rx in the Yellow Sea (Deokjeokdo,Incheon).

Categories:
186 Views

The raw data are collected from the websites of EPD (Environmental Protection Department, Hong Kong) and HKO (Hong Kong Observatory). Marine water quality data is provided by EPD and climatological data is provided by HKO. The data is interpolated by SAS “proc expand” and aligned to the beginning of each month.

 

The raw data used to produce this dataset are extracted from the following URL.

Instructions: 

The marine water samples are taken from 76 stations which are located in 10 water control zones. The water quality can be measured in 3 different water depths, namely ‘Surface’, Middle’ and Bottom’.

The columns of the water quality data are named in the format of “Zone + Station + Water depth +Water quality Parameter”. For example, the column “Zone1_TM2_Bot_VSSolids” contains the Volatile Suspended Solids data (mg/L) of the bottom-level water at the TM2 station, which is located in Zone 1.

 

The list of water quality parameters and Climatological parameters are tabulated below.

 

Water quality parameters

-------------------------------------

5-day Biochemical Oxygen Demand (mg/L)

Silica (mg/L)

Chlorophyll-a μg/L

pH

Temperature (C)

E. coli (cfu/100mL)

Faecal Coliforms (cfu/100mL)

Total Phosphorus (mg/L)

Orthophosphate Phosphorus (mg/L)

Volatile Suspended Solids (mg/L)

Phaeo-pigments (μg/L)

Suspended Solids (mg/L)

Dissolved Oxygen Saturation (%)

Dissolved Oxygen (mg/L)

Salinity (psu)

Secchi Disc Depth (M)

Nitrite Nitrogen (mg/L)

Nitrate Nitrogen (mg/L)

Ammonia Nitrogen (mg/L)

Total Nitrogen (mg/L)

Total Kjeldahl Nitrogen (mg/L)

Total Inorganic Nitrogen (mg/L)

Turbidity (NTU)

Unionized Ammonia (mg/L)

 

 

Climatological Parameters

--------------------

Mean Temp

Max Temp

Min Temp

Pressure

Dew Point Temp

Wet Bulb Temp

Mean Relative Humidity

Mean Amount Cloud

Rainfall

Grass Minimun Temperature

Bright Sunshine

Global Solar Radiation

Evaporation

Prevailing Wind Direction

Wind Speed

Sea Temperature

Reduced Visibility

Categories:
423 Views

This dataset contains the execution time of running a total of 3000 functions scattered evenly to three regions: AWS Frankfurt, IBM Frankfurt and IBM Tokyo from University of Innsbruck.

Each execution is repeated three times.

Instructions: 

This dataset contains the execution time of running a total of 3000 functions scattered evenly to three regions: AWS Frankfurt, IBM Frankfurt and IBM Tokyo from University of Innsbruck.

The results show how scalable is the execution of no-op function. While the curve of AWS is almost linear starting from 0, IBM curves have a huge jump and then huge period is stable (horizontal).

 

The dataset (excel document) containst four sheets, one for each region and one for summary, including the diagram. 

 

Categories:
235 Views

This data set is related to the figures from the paper titled "Nanofabricated Low-Voltage Gated Si Field Ionization Arrays" by Girish Rughoobur, Alvaro Sahagun, Olusoji Ilori and Akintunde I. Akinwande.

Categories:
64 Views

We investigate the naïve idea of adults relating to two opposite processes shown by means of iconic stimuli. 

 

Categories:
54 Views

Pages