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  Rokach, Lior Add to Alert Profile  
 
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  1 - 5 of 9 reviews    
  Dynamic malware analysis in the modern era--a state of the art survey
Or-Meir O., Nissim N., Elovici Y., Rokach L. ACM Computing Surveys 52(5): 1-48, 2019.  Type: Article

Malware is a problem. Its spreading within industrial networks and critical infrastructures shows that there is an always increasing need for cybersecurity expertise to detect, protect, and react to infections. Unfortunately, analyzing...
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May 14 2020  
  Ensemble learning: pattern classification using ensemble methods (2nd ed.)
Rokach L., World Scientific Publishing Co Pte Ltd, Hackensack, NJ, 2019. 302 pp.  Type: Book

Like other subtopics of machine learning, pattern classification aims to find regularities in data through the use of learning methods. A pattern comprehends a collection of features and a concept that represents the observations of ea...
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Feb 6 2020  
  Wikiometrics: a Wikipedia based ranking system
Katz G., Rokach L. World Wide Web 20(6): 1153-1177, 2017.  Type: Article

Wikipedia is one of the most popular websites. It is famous for showing crowd intelligence in many areas, including science, medicine, physics, and so on. People use Wikipedia to learn and extend their knowledge. However, it is not wel...
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Feb 21 2018  
  Recommender systems handbook
Ricci F., Rokach L., Shapira B., Springer Publishing Company, Incorporated, New York, NY, 2015. 1003 pp.  Type: Book (978-1-489976-36-9)

If you have time for just one book to get yourself up to speed with the latest and best in recommender systems, this is the book you want. Recommender systems handbook is a carefully edited book that covers a wide range of topic...
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Apr 7 2016  
  Proactive data mining with decision trees
Dahan H., Cohen S., Rokach L., Maimon O., Springer Publishing Company, Incorporated, New York, NY, 2014. 102 pp.  Type: Book (978-1-493905-38-6)

Traditional data mining concentrates on extracting patterns from existing datasets. While very useful, pattern extraction provides relatively little guidance for businesses when it comes to decision making for the future....
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Oct 27 2014  

 
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