Top 10 algorithms in data mining
By Xindong Wu · Vipin Kumar · J. Ross Quinlan · Joydeep Ghosh · Qiang Yang · Hiroshi Motoda · Geoffrey J. McLachlan · Angus Ng · Bing Liu · Philip S. Yu ·...
Category: Big Data, Analytical Data Platforms, AI and Data Science
A Few Useful Things to Know about Machine Learning
BY Pedro Domingos Department of Computer Science and Engineering University of Washington Seattle, WA 98195-2350, U.S.A. pedrod@cs.washington.edu ABSTRACT Machine learning algorithms can figure out how to perform important tasks by generalizing from examples. This...
Data Science Tools: Visualization
Data Science Tools: Visualization ggplot2 (for R) ggplot2 is a plotting system for R, based on the grammar of graphics, which tries to take the good parts of base and lattice graphics and none...
(Text) Annotation Tools
(Text) Annotation Tools for Convenience BRAT– brat is a web-based tool for text annotation; that is, for adding notes to existing text documents. brat is designed in particular for structured annotation, where the notes...
Quantifying Self-Reported Adverse Drug Events on Twitter: Signal and Topic Analysis
By Vassilis Plachouras , Thomson Reuters Research & Development 1 Mark Square London, EC2A 4EG, UK Jochen L. Leidner , Thomson Reuters Research & Development 1 Mark Square London, EC2A 4EG, UK Andrew G....
Video: Panel “Ethical issues of AI and New Technologies”
Panel “Ethical issues of AI and New Technologies”, Published on Mar 23, 2017 CeBIT Global Conferences – 23 March 2017: Panel “Ethical issues of AI and New Technologies” / Dr. Michal Kosinski, Graduate School...
Ethical by Design: Ethics Best Practices for Natural Language Processing
By Jochen L. Leidner and Vassilis Plachouras Thomson Reuters, Research & Development, 30 South Colonnade, London E14 5EP, United Kingdom. {jochen.leidner,vassilis.plachouras}@thomsonreuters.com Abstract Natural Language Processing (NLP) systems analyze and/or generate human language, typically on...
Hybrid Transactional/Analytics Processing with Spark and IMDGs
GigaSpaces’ Vice President of Product and Strategy, Ali Hodroj, took the stage at LA Apache Spark Users Meetup to talk about Hybrid Transactional/Analytical Processing with Spark & In-Memory Data Fabrics. DOWNLOAD FULL PRESENTATION HERE Increasingly, businesses...
Make XAP Work for You: Comparing Top 5 Concurrency Models – Java, RxJava, Go, Node.js, Akka
by Yael Nahon Software Engineer @ GigaSpaces We put a lot of thought and effort into everything we do to make sure our entire R&D team produces professional and efficient code. By the nature of our distributed...
Apache AsterixDB™: A scalable, open source Big Data Management System (BDMS).
Key Features Flexible data model Distributed storage and transaction Fast data ingestion Scalable, data-parallel query execution runtime Declarative query language AsterixDB supports various storage and indexing options: Managed datasets, internal LSM-based storage External datasets, e.g., data on HDFS Secondary...