MADS: Model Analysis & Decision Support

GenericCDSS is a web-based application, which provides the main dashboard where professionals (e.g, practitioners, nurses) can follow all the patients that are under their responsibility and some details about the state of each one.

Bayesian Information Gap Decision Theory

Python scripts for downloading and analyzing iran bourse (stock exchange) data. اسکریپت پایتون برای دانلود و تحلیل داده های بورس تهران.

More than a billion of the rural merchants in the developing world commonly depend on hiring on-demand transportation services to commute people or goods to markets. The process of selecting the optimal fare involves handling decision-making characterised with multiple alternatives and competing criteria. Decision support systems are commonly used to solve these types of problems. However, most widely used systems are based on object-based approaches which lack high-level abstractions needed to effectively model and scale human-machine communication. This paper reviews previous literature on the field and introduces an improved preliminary agent-based decision-support approach to overcome those challenges. As a proof of concept, we developed a two-agent simulation that, given a request from one of the agents, the other one takes a dataset of a stratified sample of 104 Ethiopian commuter criteria preferences taken from the Dukem region and an exemplary dataset of fare alternatives. The assistant agent computes those datasets using widely used HPA and TOPSIS algorithms to weight, score, rank those alternatives. Once we run the simulation, in a matter of milliseconds the assistant agent effectively returns an optimal prescription to the other agent, storing all interactions in a self-contained memory resulting in an architecture that allows developers to program further customisation as interactions scale.

Shiny app for data exploration and visualization

Analytical solutions for groundwater contaminant transport

Stakeholder-Specific Vulnerability Categorization

Developing self learning robot

Basic decision support system example.

Open source application that makes use of ruleLearn library to put into action it's core functionalities.

a clinical decision support system for detecting cancer

PhD Research Notebook

Decision support software which analyzes market's products and suggests you when is the right moment to put them in discount in order to maximize the market gain.

An R package for implementing the Kraljic Matrix to strategically analyze a firm’s purchasing portfolio

NPM module with an implementation of TOPSIS algorithm for multi-criteria decision-making systems.

MADS (Model Analysis & Decision Support) documentation

This project aims to recommend effective deployment locations for police emergency response cars.

Java annotations based workflow/activity modelling API

Questionable Research Practices in Ecology and Conservation

Yochan Homepage

AgroMo is an Integrated Assessment and Modelling software that integrates 4M a CERES based crop model, the Biome-BGCMuSo biogeochemical and a simple agro-economical model in order to support decision makers at multiple scales.

Sistem Pendukung Keputusan dengan Fuzzy

R software package for describing, explaining, simulating and predicting human decision making.

A CLI tool to sort any string items by voting

An automated decision-support system to analyse if an article of Argentine Media is worth based according to linguistic analysis of the text.

A prototype Collaborative System Architecting Tool using Django

Python and Neo4J used to create a property graph database for ML algorithms - MS Thesis

A Mobile Phone based Intelligent Scoring Approach for Assessment of Critical Illness