Algorithm

a set of instructions used to solve a problem

MEDIPI (MEDIicinal Plant Identification) algorithm

MEDIPI (MEDIicinal Plant Identification) algorithm

MEDIPI (MEDIicinal Plant Identification) algorithm

MEDIPI (MEDIicinal Plant Identification) algorithm

Largest machine learning and artificial intelligence (AI) patent owners - 2020

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• Model building: Given data predict the likelihood of Preeclampsia (a pregnancy complication characterized by high blood pressure and signs of damage to another organ system, most often the liver and kidneys)

$$Y=f\left(X\right)$$

• Incorporate this into the device to generate an alert when the likelihood of having Preeclampsia is high.

Statistics: The Science of Data

1. Data collection

   • Design of Experiments

2. Data visualization

3. Data analysis

4. Interpretation of Results

Open source software authored by me

tea: R package for tea exporting countries

mozzie: R package for dengue cases in Sri Lanka

colmozzie: R package for dengue cases and climate variables in Colombo Sri Lanka

m4comp2018: R package for M4 Competition time series data

DSjobtracker: R package containing information related to data science job advertisements. What skills and qualifications are required for data science related jobs?

MedLEA: The MedLEA package provides morphological and structural features of 471 medicinal plant leaves and 1099 leaf images of 31 species and 29-45 images per species.

Open source software authored by me

ceylon: An R package to plot maps of Sri Lanka

covid19srilanka: An R package to get tidy format dataset of the 2019 Novel Coronavirus COVID-19 (2019-nCoV) epidemic in Sri Lanka.

seer: R package for feature-based time series forecasting.

tsfeatures: R package tsfeatures provides methods for extracting various features from time series data.

explainer: Take a peek inside a random forest.

tsdataleaks: R Package for detecting data leakages in time series forecasting competitions.

nic: Nature inspired colour palette for data visualization.

Impact

seer package downloads

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