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What is Keel?

KEEL, which stands for Knowledge Extraction based on Evolutionary Learning, is an open-source software tool developed in Java and licensed under GPLv3, aimed at supporting a wide range of knowledge data discovery tasks. It features a user-friendly graphical interface that prioritizes data flow, allowing users to create experiments that utilize different datasets and computational intelligence algorithms, particularly those based on evolutionary strategies, to assess their performance. The software offers a broad spectrum of standard knowledge extraction methodologies, as well as data preprocessing techniques—such as training set selection, feature selection, discretization, and imputation for missing values—alongside various computational intelligence learning algorithms, hybrid models, and statistical methods for comparing experimental results. This all-encompassing toolkit enables researchers to perform in-depth analyses of novel computational intelligence strategies against traditional approaches. Moreover, KEEL has been intentionally designed to fulfill two main objectives: to promote research advancement and to improve educational experiences in the domain of knowledge discovery. Its adaptability and functionality make it an essential tool for both scholarly pursuits and real-world applications in the field of knowledge extraction. Ultimately, the ongoing development of KEEL ensures that it remains relevant and effective for its users.

What is ForecastThis?

Extensive hands-on research in the realm of machine learning, especially in the financial industry and its related domains, has allowed us to push the limits of effective forecasting and risk management techniques. This advancement includes both cutting-edge technological innovations and sophisticated data science practices. As artificial intelligence technologies continue to progress, we remain wary of one-size-fits-all forecasting solutions that may not be applicable to every situation. Our emphasis is instead on developing bespoke solutions that excel within their specific contexts. We blend established principles from various disciplines such as signal processing, information theory, evolutionary algorithms, deep neural networks, and ensemble methods, all underpinned by solid traditional statistics and data science methodologies. In addition, our methods consistently yield probability distributions that capture all potential outcomes, which enhances our ability to perform thorough risk assessments and evaluate rare or unexpected events, thereby improving decision-making. By committing to customization and rigorous analysis, we aim to tackle the distinct challenges our clients encounter while ensuring they can navigate their specific environments effectively. Ultimately, our focus on innovation and precision positions us as leaders in providing tailored solutions in the complex landscape of finance and beyond.

Media

Media

Integrations Supported

Additional information not provided

Integrations Supported

Additional information not provided

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Keel

Company Website

www.keel.es/

Company Facts

Organization Name

ForecastThis

Company Location

United Kingdom

Company Website

www.subjectivesystems.com/forecastthis

Categories and Features

Data Mining

Data Extraction
Data Visualization
Fraud Detection
Linked Data Management
Machine Learning
Predictive Modeling
Semantic Search
Statistical Analysis
Text Mining

Categories and Features

Financial Risk Management

Compliance Management
Credit Risk Management
For Hedge Funds
Liquidity Analysis
Loan Portfolio Management
Market Risk Management
Operational Risk Management
Portfolio Management
Portfolio Modeling
Risk Analytics Benchmarks
Stress Tests
Value At Risk Calculation

Investment Management

Accounting Management
Benchmarking
Bonds / Stocks
Client Management
Commodities
Compliance Reporting
Data Import / Export
For Investment Advisors
For Investors & Traders
Fund Management
Modeling & Simulation
Payroll & Commissions
Performance Metrics
Portfolio Management
Risk Management

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