• Publications
  • Influence
Adaptive nearest neighbor pattern classification
  • S. Geva, J. Sitte
  • Computer Science, Medicine
  • IEEE Trans. Neural Networks
  • 1 March 1991
A variant of nearest-neighbor (NN) pattern classification and supervised learning by learning vector quantization (LVQ) is described. The decision surface mapping method (DSM) is a fast supervisedExpand
  • 103
  • 11
Overview of the INEX 2008 Ad Hoc Track
This paper gives an overview of the INEX 2008 Ad Hoc Track. The main goals of the Ad Hoc Track were two-fold. The first goal was to investigate the value of the internal document structure (asExpand
  • 53
  • 7
A cartpole experiment benchmark for trainable controllers
The inverted pendulum problem, i.e., the cartpole, which is often used for demonstrating the success of neural network learning methods, is addressed. It is shown that a random search in weight spaceExpand
  • 68
  • 7
GPX - Gardens Point XML Information Retrieval at INEX 2004
  • S. Geva
  • Computer Science
  • INEX
  • 6 December 2004
Traditional information retrieval (IR) systems respond to user queries with ranked lists of relevant documents. The separation of content and structure in XML documents allows individual XML elementsExpand
  • 40
  • 6
Overview of the INEX 2009 Ad Hoc Track
This paper gives an overview of the INEX 2009 Ad Hoc Track. The main goals of the Ad Hoc Track were three-fold. The first goal was to investigate the impact of the collection scale and markup, byExpand
  • 47
  • 6
Overview of the INEX 2010 Ad Hoc Track
This paper gives an overview of the INEX 2010 Ad Hoc Track. The main goals of the Ad Hoc Track were three-fold. The first goal was to study focused retrieval under resource restricted conditions suchExpand
  • 36
  • 6
Overview of the NTCIR-10 Cross-Lingual Link Discovery Task
This paper presents an overview of NTCIR-10 Cross-lingual Link Discovery (CrossLink-2) task. For the task, we continued using the evaluation framework developed for the NTCIR-9 CrossLink-1 task.Expand
  • 21
  • 6
GPX - Gardens Point XML IR at INEX 2005
  • S. Geva
  • Computer Science
  • INEX
  • 28 November 2005
The INEX 2005 evaluation consisted of numerous tasks that required different approaches. In this paper we described the approach that we adopted to satisfy the requirements of all the tasks, CAS andExpand
  • 48
  • 5
Local cluster neural net: Architecture, training and applications
Abstract This paper describes the structure, training and computational abilities of the local cluster (LC) artificial neural net architecture. LC nets are a special class of multilayer perceptronsExpand
  • 31
  • 4
Overview of the INEX 2013 Snippet Retrieval Track
This paper gives an overview of the INEX 2011 Snippet Retrieval Track. The goal of the Snippet Retrieval Track is to provide a common forum for the evaluation of the effectiveness of snippets, and toExpand
  • 24
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