4. SISAP 2011: Lipari Island, Italy

Invited papers

• Paolo Ferragina:
  Beyond the bag-of-words paradigm to enhance information retrieval applications. 3-4
  
• Roded Sharan:
  Similarity-based methods to predict drug targets, indications and side-effects. 5-6
  

Indexing

• Jakub Lokoc, Magnus Lie Hetland, Tomás Skopal, Christian Beecks:
  Ptolemaic indexing of the signature quadratic form distance. 9-16
  
• Juraj Mosko, Jakub Lokoc, Tomás Skopal:
  Clustered pivot tables for I/O-optimized similarity search. 17-24
  
• Vladimir Pestov:
  Lower bounds on performance of metric tree indexing schemes for exact similarity search in high dimensions. 25-32
  
• Eric Sadit Tellez, Edgar Chávez, Gonzalo Navarro:
  Succinct nearest neighbor search. 33-40
  

Approximated indexing

• Martin Kyselak, David Novak, Pavel Zezula:
  Stabilizing the recall in similarity search. 43-49
  
• Takao Murakami, Kenta Takahashi, Susumu Serita, Yasuhiro Fujii:
  Versatile probability-based indexing for approximate similarity search. 51-58
  

Similarity metrics

• Juan Manuel Barrios, Benjamin Bustos:
  Automatic weight selection for multi-metric distances. 61-68
  
• Richard C. H. Connor, Fabio Simeoni, Michael Iakovos, Robert Moss:
  Towards a universal information distance for structured data. 69-77
  

Applications

• Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro:
  Geometric consistency checks for kNN based image classification relying on local features. 81-88
  
• Giuseppe Amato, Stefano Legnaioli, Giulia Lorenzetti, Vincenzo Palleschi, Lorenzo Pardini, Fausto Rabitti:
  Element detection relying on information retrieval techniques applied to laser spectroscopy. 89-95
  
• Stefanos Ougiaroglou, Georgios Evangelidis, Dimitrios Dervos:
  A fast hybrid classification algorithm based on the minimum distance and the k-NN classifiers. 97-104
  

Demonstrations

• Marco Aliotta, Andrea Cannata, Carmelo Cassisi, Rosalba Giugno, Placido Montalto, Alfredo Pulvirenti:
  DBStrata: a system for density-based clustering and outlier detection based on stratification. 107-108
  
• Tiberiu Danet, Liviu Petrisor Dinu:
  Meta-search: aggregating search engine results using rank-distance. 111-112
  

Posters

• Tomás Bartos, Alan Eckhardt, Tomás Skopal:
  Fuzzy approach to non-metric similarity indexing. 115-116
  
• Christian Beecks, Anca Maria Ivanescu, Thomas Seidl, Diana Martin, Philipp Pischke, Reinhold Kneer:
  Applying similarity search for the investigation of the fuel injection process. 117-118
  
• Jakub Galgonek, David Hoksza:
  On metric approximations of the SProt measure. 119-120
  
• Jakub Lokoc, Christian Beecks, Thomas Seidl, Tomás Skopal:
  Parameterized earth mover's distance for efficient metric space indexing. 121-122
  
• Bilegsaikhan Naidan, Magnus Lie Hetland, Ole Edsberg:
  Approximate similarity search using samples. 123-124
  
• Jiri Novák, Tomás Skopal, David Hoksza, Jakub Lokoc, Jakub Galgonek:
  Protein sequences identification using NM-tree. 125-126
  

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