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Searching for authors named "Ioannis Antonellis" – sorted by Relevance.

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Help! 6 documents found, showing 1 through 6.
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  • Exploring Term Document Matrices From Matrix Models in Text Mining  
  • by Ioannis Antonellis, Efstratios Gallopoulos, I. Antonellis, E. Gallopoulos — 2006
  • …We explore a matrix-space model, that is a natural extension to the vector space model for Information Retrieval. Each document can be represented by a matrix that is based on document extracts (e.g. sentences, paragraphs, sections). We focus on the performance of this model for the specific case in…
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  • ABSTRACT  
  • by Click Graph, Ioannis Antonellis
  • …We focus on the problem of query rewriting for sponsored search. We base rewrites on a historical click graph that records the ads that have been clicked on in response to past user queries. Given a query q, we first consider Simrank [7] as a way to identify queries similar to q, i.e., queries whose…
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  • Patent Cases Docket Classification  
  • by Ioannis Antonellis, Panagiotis Papadimitriou
  • …We contribute to the Intellectual Property Litigation Clearinghouse (IPLC) project by providing an extensive experimental evaluation of two classification techniques, namely classification trees and support vector machines. We focus on dockets belonging to the “Claim Construction order ” class and w…
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  • Personalized news categorization through scalable text classification  
  • by Ioannis Antonellis, Christos Bouras, Vassilis Poulopoulos — 2006 — Proceedings of the 8th Asia-Pacific Web Conf
  • …Abstract. Existing news portals on the WWW aim to provide users with numerous articles that are categorized into specific topics. Such a categorization procedure improves presentation of the information to the end-user. We further improve usability of these systems by presenting the architecture of …
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  • Contact Person:  
  • by Ioannis Antonellis, Christos Bouras, Vassilis Poulopoulos, Christos Bouras
  • …Scalable Text Classification as a tool for Personalization Abstract—We consider scalability issues of the text classification problem where by using (multi)-labeled training documents, we try to build classifiers that assign documents into classes permitting classification in multiple classes. A new…
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  • Design And Implementation Of A Game Based  
  • by Learning Related Community, Ioannis Antonellis, Christos Bouras, Vaggelis Kapoulas, Vassilis Poulopoulos — 2005
  • …A web-based community aims at providing communication and collaboration tools to a special interest group. This paper describes the functionality and architecture issues of a community which aims to bring together users who are interested in the field of game based learning and lifelong learning. Th…
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