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pattern-recognition

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Scalable stream processing platform for advanced realtime analytics on top of Kafka and Spark. LogIsland also supports MQTT and Kafka Streams (Flink being in the roadmap). The platform does complex event processing and is suitable for time series analysis. A large set of valuable ready to use processors, data sources and sinks are available.

  • Updated Oct 16, 2023
  • Java

Adaptive Decision Forest(ADF) is an incremental machine learning framework called to produce a decision forest to classify new records. ADF is capable to classify new records even if they are associated with previously unseen classes. ADF also is capable of identifying and handling concept drift; it, however, does not forget previously gained kn…

  • Updated Mar 24, 2023
  • Java

Multithreading Java program to list all frequent path-traversal patterns with increasing size given a minimum support threshold s and a steam of web-click data. Each web server logs all activities into a stream (or a log file in batch mode) in the format of tuples, each containing an integer i (as user ID), and a reference string r (as web URL).…

  • Updated Oct 13, 2020
  • Java

Structural Design Patterns in Java ( with some code examples ) :Adapter Design Pattern , Bridge Design Pattern , Composite Pattern ,Proxy Pattern ,Flyweight Pattern ,Facade Pattern ,Decorator Pattern .Creational Design Patterns : Singleton Pattern ,Builder Pattern ,Factory Method Pattern ,AbstractFactory Pattern ,Prototype Pattern

  • Updated Jun 17, 2020
  • Java

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