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Dekha

Dekha
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Artificial Intelligence in Plain English

Uncovering the Significance: Understanding Feature Importance in Clustering Analysis

Clustering is crucial for uncovering hidden patterns in our data. Moreover, figuring out which features are significant can provide…

5 min readApr 16, 2024

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Uncovering the Significance: Understanding Feature Importance in Clustering Analysis

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Dekha
in
Python in Plain English

Application of Particle Swarm Optimization for Physical Property Estimation

Solving the Physical Properties of Elastic Impedance Equation

9 min readJun 20, 2023

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Application of Particle Swarm Optimization for Physical Property Estimation

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Dekha
in
Python in Plain English

Ant Colony Optimization for Finding the Optimal Well Trajectory

Multiple Objective Optimization based on Distance & Unconfined Compression Strength (UCS)

10 min readMar 2, 2023

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Ant Colony Optimization for Finding the Optimal Well Trajectory

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Dekha
in
Artificial Intelligence in Plain English

Semi-Supervised Outlier Detection Using PyOD

With Porosity, Permeability, and Density data as case examples

7 min readJan 9, 2023

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Semi-Supervised Outlier Detection Using PyOD

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Dekha
in
Python in Plain English

Quantifying Uncertainty Using Conformal Prediction

An Application using Well Log Dataset

5 min readJul 18, 2022

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Quantifying Uncertainty Using Conformal Prediction

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Dekha
in
Python in Plain English

Pearson, Spearman, and Kendall-Tau Correlations: What are the Differences?

How to calculate each correlation and the practical comparison using well log datasets

6 min readMay 19, 2022

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Pearson, Spearman, and Kendall-Tau Correlations: What are the Differences?

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Dekha
in
Python in Plain English

Agglomerative Hierarchical Clustering Using SciPy

Case Study: Geological Core Sample from Volve Field Datasets

6 min readMar 10, 2022

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Agglomerative Hierarchical Clustering Using SciPy

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Dekha
in
Python in Plain English

Heteroscedasticity Analysis in Time Series Data

Practical Approach using NOx Concentration Data from Gas-Turbine-Based Power Plant

6 min readOct 11, 2021

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Heteroscedasticity Analysis in Time Series Data

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Dekha
in
Python in Plain English

Practical Analysis of Evaluation Metrics in Classification Task

Comparison between Five Important Evaluation Metrics in Lithology Classification

8 min readAug 11, 2021

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Practical Analysis of Evaluation Metrics in Classification Task

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Dekha
in
Python in Plain English

Gravity Data Processing in Python: A Step-By-Step Guide

How to perform gravity anomaly separation using 1D Fast Fourier Transform, explained in a step-by-step manner.

8 min readJul 19, 2021

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Gravity Data Processing in Python: A Step-By-Step Guide

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Dekha

Dekha

Earth Scientist | Tech Consultant | Mostly tell stories about Earth Science and Data Analytics 🌏📈 | https://www.linkedin.com/in/mordekhai/

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