Top 15 ELKI Alternative and Similar Softwares | Dec 2024

ELKI: "Environment for Developing KDD-Applications Supported by Index-Structures" is a development framework for data mining algorithms written in Java. It includes a large variety of popular data mining algorithms, distance functions and index structures.

Its focus is particularly on clustering and outlier detection methods, in contrast to many other data mining toolkits that focus on classification. Additionally, it includes support for index structures to improve algorithm performance such as R*-Tree and M-Tree.

1. World Programming System (WPS)

World Programming System (WPS) The WPS industrial analytics platform is designed for data science and heavyweight data processing with the languages of SAS and R. Best known for its SAS language compiler, the WPS software includes advanced graphical user interfaces, robust, high-performance data processing and production-ready application frameworks.WPS software is versatile and is used......

2. Predixion

Predixion Predixion Software was founded on the belief that predictive analytics has the power to create a smarter, safer and healthier world – and that access to that power should not be limited. To achieve this vision, Predixion developed Predixion Insight™, a predictive analytics platform that provides real-time predictive analytics at......

3. RapidMiner

RapidMiner RapidMiner (Community edition) is a data mining software.It was formerly known as "YALE". You can use RapidMiner as a stand-alone application for data analysis, or integrate it as a data-mining engine into your own products. Features:* Data integration, analytical ETL, data analysis and reporting into a single suite* Powerful yet......

4. Warwick Analytics

Warwick Analytics Automated Information Retrieval, Automated Root Cause Analysis & Automated MRO Classification. Ground-breaking technology that automatically locates the root causes of faults, and recommends the most beneficial actions without the need for hypotheses. It can work with incomplete and dirty data, and even resolve No Fault Found problems. Despite......

5. KEEL

KEEL KEEL is an open source (GPLv3) Java software tool to assess evolutionary algorithms for Data Mining problems including regression, classification, clustering, pattern mining and so on. It contains a big collection of classical knowledge extraction algorithms, preprocessing techniques (training set selection, feature selection, discretization, imputation methods for missing values, etc.),......

6. Driven Data

Driven Data DrivenData hosts data science competitions to save the world, bringing cutting-edge predictive models to organizations tackling the world's toughest problems.......

7. AdvancedMiner

AdvancedMiner Main features:- Performing a wide range of operations on data, such as sampling, joining datasets, dividing into testing/training/validating sets, assigning roles to attributes- Graphical and interactive data exploration- Outlier filtering, supplying missing values, PCA, various data transformations, etc.- Building association models, clustering analyses, variable importance analyses, etc.- Constructing various analytical......

8. Data Elixir

Data Elixir Data Elixir helps data scientists and engineers stay current with the latest news and technologies. We track down the best data-related news, resources, and inspirations from around the web each week and publish the collection as a free newsletter. Our subscribers stay up-to-date with minimal effort.......

9. Actian

Actian Actian transforms Big Data into business value for any organization?not just those with considerable resources. Actian provides transformational business value by delivering actionable insights into new sources of revenue, business opportunities, and ways of mitigating risk with high-performance in-database analytics complemented with extensive connectivity and data preparation. Actian Analytics Platform......

10. Aveloy Graph

Aveloy Graph Aveloy Graph is an application for graph creation / data visualization - fast, easy to use and interactive.......

11. Premonition Analytics

Premonition Analytics Premonition, helps organizations with lots of litigation find the best lawyers for specific cases. For Premonition CEO Toby Unwin, designing the Premonition big data system was very personal. “I had to deal with large amounts of litigation and realized I had no way to find out who the best attorneys......

12. CircleBi

CircleBi 1. How does it work? - It takes just one-click to connect CircleBi to your data in Quickbooks. - CircleBi scans through your data and does all the calculations using its data science technology. - Now with an intuitive dashboard, you can analyze your business on your own or let......

13. htm.java

htm.java htm.java - Hierarchical Temporal Memory implementation in Java - an official Community-Driven Java port of the Numenta Platform for Intelligent Computing (NuPIC).......

14. Salford Systems

Salford Systems Salford Systems specializes in providing new generation data mining and choice modeling software and consultation services. Applications in both software and consulting span market research segmentation, direct marketing, fraud detection, credit scoring, risk management, bio-medical research and manufacturing quality control. CART® (Classification and Regression Trees), MARS® (Multivariate Adaptive Regression Splines),......

15. Soley Studio

Soley Studio Soley GmbH develops agile and innovative software solutions for data analysis in engineering. With Soley Studio experts digitalize their knowledge, automate time-consuming processes and, thus, overcome existing complexity. At the push of a button, practicable workflows – from the consolidation of data, through data analysis to the visualization of the......