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HeatWave2019

DKWC

Recently Published

Micropower: Assignment : Non-Interactive Version
Document
Social Network Analysis(SNA): Demonstration
How to build BigQuery ML classification
Life-cycle assessment for environmental impacts in Arctic region: IPython(backend) + Rstudio
Exploration and Exploitation in Organizational Learning, March (1991): Two Replications with Simulation
A study of Hip angle and Knee angle with Functional Principal Component Analysis
Three-layer Responsible Artificial Intelligent System Model
Evolutionary Dynamics: 1-Consumer + 2 Resources Small World: Mathematical Modeling + Simulation
Spread of Disease Model Simulation: SEIR + Dead + Quarantine
Alzheimer’s Disease: PDE Model
Electroencephalography (EEG) Data Plots with R: Demonstration
13 Deep Machine Learning Methods for Dementia Prediction: Literatures Summary
Who am I (Dementia) Symptoms: PCA Analysis
Mathematical Modeling of Complex System: Self-Propelled Particles Simulation
Pre-rotated Multi-scaling Digit Recognition: Matlab Scripts
Forest Commodity at Risk(FCaR)
Basic RBC-model with Monopolistic Competition (DSGE): gEcon + Rstudio
Dynamic Stochastic General Equilibrium (DSGE): gEcon + Rmarkdown
Dynamic Stochastic General Equilibrium (DSGE): Dynare + Matlab +Rmardown
Stochastic Optimization Algorithm Methods
Stochastic Optimization Algorithm: Four Cases
Modeling Non-Normal Tail-Dependence Structure with Extreme Value Theory and Copula Function
Non-Stationary Mixed-Frequency Variables in Time Series Models: A New Design Approach(Part I)
Non-Stationary Mixed-Frequency Variables in Time Series Models: A New Design Approach(Part II)
Basic Idea Of Geneartive Adversarial Networks (GAN) Machine Learning: Torch In R
Customer Churn Risk Analytics: Shiny App
Naive Bayes Vs Logistic Regression Vs Support Vector Machine: Python(Backend) + Rstudio
Text-mining with SVM Vs Deep Machine learning: Python(Keras) in R
Three-layer Responsible Artificial Intelligent System Model
Basic R Programming with Examples
Two Applications with extRemes in R package
PCA and NMDS
LMM and GLMM: Two Applications in Natural Science
A Study of Empetrum Nigrum Inventory at Södermanlands Län
Generalized Linear Mixed-Effects for 2-level Fractional Factorial Design
Introduction to Linear Mixed-Effects Models: nlme Vs lme4
How to integrate snowflake with Rstudio
Introduction to Generalized Additive Models(GAM) with Rstudio
ELFI - Engine for Likelihood-Free Inference: Python 3
Image classification: With Google Cloud AutoML Vision API
Introduction to Generalized linear models
How to build BigQuery ML classification
Markov Chain Monte Carlo simulations from Bayesian inference with rjags
Two-way ANOVA with Rstudio: Two-Case Studies
Tukey Test Vs Kruskal-Wallis Rank Sum Test
Customer Churn Risk Analytics in Telecommunication
Bigtable: A Distributed Storage System for Structured Data
Participatory Design of Internet of Things (IoT)
Quadratic Assignment Problem: Optimization with Gurobi Solver + Python + Rstudio
Resource Allocation of Bank TTService: Multi-objective optimization with Gurobi in R
Mixed-Integer Linear Program (MILP) with RStudio + gMOIP Vs Gurobi
Longitudinal Network Structure Similarity Analysis: Scarce Commodity Trade Products
Field Visit: Auroral Observation at Abisko, Sweden on Feb 07, 2019
Does it a matter to score and prioritize categorical hazards in ERM Activities?
Regime Shift and Long-term Warming Trend: Before-and-After 1900 in Central Aisa, Australia and Europe
The Collapse of Barings Bank in 1995: COSO ERM + Basel III Framework
Quantifying Transnational Climate Impact Exposure: Adaptation Without Borders
A Dense Cantor Set of a Fractal
Conditions of Superstability Vs Stability in Logistic Map
DNA Sequence Analysis: OOP Python code + Rmarkdown under Rstduio + miniconda Python 3.7(Backend)
Empirical Feigenbaum Diagram in Sine Map: Coding with R
Butterfly Wing Patterns: Saddle-node Bifurcation Problem
CIFAR_10 Image Classification: R + Tensorflow_GPU 2.0
A Star Search in SaleMan Delivery Problem: Rstudio
A Transmission Network Model for Renewable European Electricity System : Inverse Distance Weighted (IDW) interpolation for solar_layouts_COSMO and wind_layouts_COSMO
A Transmission Network Model for Renewable European electricity system
An Interactive Crime Prediction Map: Crime in Camden City, London : Rstudio + Mapview + Raster
An Interactive Temperature Map of Central Gothenburg City : Rstudio + Mapview + Raster
Criminal Record in Halifax 2015(Interactive Map) : RStduio + mapview + sf
A Temperature Map for Central Gothenburg City : Rstudio + QGIS3
Eutrophication of Shallow Bays along the Västra Götaland Region : Rstudio + QGIS3
Flooded Area Simulation in Sweden with QGIS3
QGIS3 :A Free and Open Source Geographic Information System + Rmarkdown + Rstudio
Text-mining with SVM Vs Deep Machine learning: Python (Keras) in R
NAIVE BAYES VS LOGISTIC REGRESSION VS SUPPORT VECTOR MACHINE: PYTHON + RSTUDIO
Nordic Airport Network: R + flexdashboard + Interactive
Social Network Analysis with ERGM Model Vs RSiena Model
Predictive Analytics of Car Insurance Claims (USA): Gradient Boosting Machine Learning Vs Decision Tree Analysis
HK Loan Market: Gradient Boosting Machine Learning with R + H2O
Credit Scoring in Hong Kong Market with R: Decision Tree Analysis
Network and Machine Learning with R + YOLO + igraph + AV
Airline Norminal Operating Profit Simulation with R
Customer Churns in Telecom Industry: R + Sankey Diagram
Airlines Dashboard with R
Airports in Sweden with R
Nordic Airports Clustering :Block Model for Structure Equivalence with R +igraph
Commodities Trading Network in Europe: R + igraph +SNA + network
SAS-interim-report-q1-2019: Dashboard with R
Object Detection with Tiny YOLO package + R
DK_CNN_net: Multi-classifiers: Feature-Mapping for Professional Careers
RNN Sentiment Classification with Kersa + R
SNA: Expotential Random Graph Model Simulation
Social Network Analysis with igraph
Recency, Frequency, Monetary (RFM) Analysis with R : Airline Bonus Mileage
CNN image object classifiers