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Everything about KNIME
Data science software
KNIME, the Konstanz Information Miner, is a data analytics, reporting and integrating platform. KNIME integrates various components for machine learning and data mining through its modular data pipelining "Building Blocks of Analytics" concept. A graphical user interface and use of Java Database Connectivity (JDBC) allows assembly of nodes blending different data sources, including preprocessing, for modeling, data analysis and visualization with minimal, or no, programming. It is free and open-source software released under a GNU General Public License. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: KNIMEA 5-minute orientation
- Skim a recent paper: Democratizing cheminformatics: interpretable chemical grouping using an automated KNIME workflowInfluential work since 2022
- Pick up a classic book: Data Science ToolsThe most-reprinted book on the subject
- Read the landmark paper: KNIME - the Konstanz information minerCited 1,023 times
- Go sideways: H2O (software)A closely related topic
- Go sideways: NetMinerA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
KNIME - the Konstanz information miner
KNIME for reproducible cross-domain analysis of life science data
Scientific workflow systems: Pipeline Pilot and KNIME
KNIME-CDK: Workflow-driven cheminformatics
KNIME Workflow to Assess PAINS Filters in SMARTS Format. Comparison of RDKit and Indigo Cheminformatics Libraries
Correlation Review of Classification Algorithm Using Data Mining Tool: WEKA, Rapidminer, Tanagra, Orange and Knime
Drug Discovery Applications for KNIME: An Open Source Data Mining Platform
Enalos KNIME nodes: Exploring corrosion inhibition of steel in acidic medium
🆕 Influential since 2022
Democratizing cheminformatics: interpretable chemical grouping using an automated KNIME workflow
Comparative Analyses of Medicinal Chemistry and Cheminformatics Filters with Accessible Implementation in Konstanz Information Miner (KNIME)
Examining evolutionary scale modeling‐derived different‐dimensional embeddings in the antimicrobial peptide classification through a KNIME workflow
A Predictive Model Implemented in KNIME Based on Learning Analytics for Timely Decision Making in Virtual Learning Environments
Elevating the RRE Framework for Geospatial Analysis with Visual Programming Platforms: An Exploration with Geospatial Analytics Extension for KNIME
📚 Books worth reading
Data Science ToolsChristopher Greco · 2020- 📕KNIME EssentialsGábor Bakos · 2013
- 📕Predictive Analytics with KNIMEFrank Acito · 2024
- 📕Codeless Deep Learning with KNIMEKathrin Melcher, Rosaria Silipo · 2020
- 📕KNIME Beginner's LuckRosaria Silipo, Satoru Hayasaka · 2018
- 📕Predictive Analytics with KNIMEFranklin Acito · 2023
- 📕Practical Machine Learning Illustrated with KNIMEYu Geng, Qin Li · 2024
- 📕Data Science & Machine Learning cu Exemple în Python și Knime · 2023
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
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