8 Monitoring Tools in One APM. Install in 5 Minutes.
Errors, performance, logs, uptime, hosts, anomalies, dashboards, and check-ins. One interface.
AppSignal works out of the box for Ruby, Elixir, Node.js, Python, and more. 30-day free trial, no credit card required.
Start Free
Earn up to 16% annual interest with Nexo.
Let your crypto work for you
Put idle assets to work with competitive interest rates, borrow without selling, and trade with precision. All in one platform.
Geographic restrictions, eligibility, and terms apply.
Point Symmetry Clustering Approach Using Differential Evolution
Implementation of Point Symmetry-based Automatic Clustering
Approach Using Differential Evolution
Using bug fixed KD tree nearest neighbor search from https://github.com/CristianDallos/kmeansclustering. (It is also modified to search for multiple nearest points instead only for one.)
Used those academic works for algorithm implementation:
http://cs.cug.edu.cn/teacherweb/gwy/Publication/ISICA-09.pdf
http://www.isical.ac.in/~sanghami/ieeetkde_cameraready.pdf
http://www.softcomputing.net/smca-paper1.pdf
1. You may download code:
git clone git://git.code.sf.net/p/pointsymmetryclustering/code pointsymmetryclustering-code
2. Build:
mvn clean install assembly:assembly -DskipTests -Dmaven.test.skip=true -DdownloadSources=true -Dcheckstyle.skip=true
3. ...