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About
Years of applied machine learning research in collaboration with finance and related industries has led us to push the envelope in robust forecasting and risk optimization. Both in terms of technology and data science process. Despite continued advances in AI, we advocate caution towards "one-size-fits-all" forecasting technologies. Rather, we produce bespoke solutions which excel in the context they were created for. We do this by drawing upon proven principles in a variety of disciplines, including: signal processing, information theory, evolutionary algorithms, deep neural networks and ensemble learning... always underpinned by rigorous traditional statistics and data science. As standard our methods output probability distributions describing every possible combination of outcomes, permitting holistic risk analyses and the quantification of rare or "black swan" events.
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About
KEEL (Knowledge Extraction based on Evolutionary Learning) is an open source (GPLv3) Java software tool that can be used for a large number of different knowledge data discovery tasks. KEEL provides a simple GUI based on data flow to design experiments with different datasets and computational intelligence algorithms (paying special attention to evolutionary algorithms) in order to assess the behavior of the algorithms. It contains a wide variety of classical knowledge extraction algorithms, preprocessing techniques (training set selection, feature selection, discretization, imputation methods for missing values, among others), computational intelligence based learning algorithms, hybrid models, statistical methodologies for contrasting experiments and so forth. It allows to perform a complete analysis of new computational intelligence proposals in comparison to existing ones. Moreover, KEEL has been designed with a two-fold goal: research and education.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Companies searching for a forecasting and risk optimization solution to manage and improve their operations
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Audience
Companies looking for a data mining software
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationForecastThis
United Kingdom
www.subjectivesystems.com/forecastthis
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Company InformationKeel
www.keel.es/
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Categories |
Categories |
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Financial Risk Management Features
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 Features
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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Integrations
No info available.
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Integrations
No info available.
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