Similarity Search and Applications 11th International Conference SISAP 2018 Lima Peru October 7 9 2018 Proceedings Stéphane 3030022242 9783030022242

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Product details:

• ISBN 10: 3030022242
• ISBN 13: 9783030022242
• Author: Stéphane Marchand-Maillet

This book constitutes the refereed proceedings of the 11th International Conference on Similarity Search and Applications, SISAP 2018, held in Lima, Peru, in October 2018. The 16 full papers presented together with 3 short papers and 1 demonstration paper were carefully reviewed and selected from 31 submissions. The papers deal with issues surrounding the theory, design, analysis, practice, and application of content-based and feature-based similarity search. They are organized in the following topical sections: metric search; visual search; nearest neighbor queries; clustering and outlier detection; graphs and applications; and shared session SISAP and SPIRE.

Table of contents:

Re-ranking Permutation-Based Candidate Sets with the n-Simplex Projection

Performance Analysis of Graph-Based Methods for Exact and Approximate Similarity Search in Metric Spaces

Querying Metric Spaces with Bit Operations

Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification

Visual Search

Scalability of the NV-tree: Three Experiments

Transactional Support for Visual Instance Search

Interactive Product Search Based on Global and Local Visual-Semantic Features

What Is the Role of Similarity for Known-Item Search at Video Browser Showdown?

Nearest Neighbor Queries

Metric Indexing Assisted by Short-Term Memories

New Permutation Dissimilarity Measures for Proximity Searching

LID-Fingerprint: A Local Intrinsic Dimensionality-Based Fingerprinting Method

Clustering and Outlier Detection

Applying Compression to Hierarchical Clustering

D-MASC: A Novel Search Strategy for Detecting Regions of Interest in Linear Parameter Space

On the Correlation Between Local Intrinsic Dimensionality and Outlierness

Graphs and Applications

Intrinsic Degree: An Estimator of the Local Growth Rate in Graphs

Advanced Analytics of Large Connected Data Based on Similarity Modeling

Towards Similarity Models in Police Photo Lineup Assembling Tasks

Privacy-Preserving String Edit Distance with Moves

Shared Session SISAP and SPIRE

On the Analysis of Compressed Chemical Fingerprints

Time Series Retrieval Using DTW-Preserving Shapelets

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