Conference Program
| Day 1 (Mon 24 October) | |
|---|---|
| 09:00-09:45 | Registration |
| 09:45-10:00 | Opening |
| 10:00-11:30 | Keynote Presentation 1 Defying the Gravity of Learning Curves: Are More Samples Better for Nearest Neighbor Anomaly Detectors? Takashi Washio |
| 11:30-13:00 | Lunch |
| 13:00-14:30 | Session 1: Graphs and Networks Chair: Matthew Skala |
|
BFST_ED: A Novel Upper Bound Computation Framework
for the Graph Edit Distance Karam Gouda, Mona Arafa, and Toon Calders |
|
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Pruned Bi-directed K-nearest Neighbor Graph
for Proximity Search Masajiro Iwasaki |
|
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A Free Energy Foundation of Semantic Similarity
in Automata and Languages Cewei Cui and Zhe Dang |
|
| 14:30-15:00 | Break |
| 15:00-17:00 | Session 2: Metric and Permutation-based Indexing Chair: Peer Kröger |
|
Supermetric Search with the Four-Point Property Richard Connor, Franco Alberto Cardillo, Lucia Vadicamo, and Fausto Rabitti |
|
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Quantifying the Invariance and Robustness
of Permutation-based Indexing Schemes Stephane Marchand-Maillet, Edgar Roman-Rangel, Hisham Mohamed, and Frank Nielsen |
|
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Deep Permutations: Deep Convolutional Neural Networks
and Permutation Based Indexing Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, and Lucia Vadicamo |
|
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The Reference Point Hyperplane Tree Richard Connor |
|
| 17:00-17:30 | Break |
| 17:30-18:15 | Session 3: Multimedia Chair: Giuseppe Amato |
|
Patch Matching with Polynomial Exponential Families
and Projective Divergences Frank Nielsen and Richard Nock |
|
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Known-Item Search in Video Databases with Textual Queries Adam Blasek, David Kubon and Jakub Lokoc |
|
|
Combustion Quality Estimation in Carbonization Furnace
using Flame Similarity Measure Fredy Martinez, Angelica Rendon and Pedro Guevara |
|
| 18:15-18:30 | Break |
| 18:30-20:30 | Reception and Poster Session |
| Day 2 (Tue 25 October) | |
| 09:30-10:00 | Registration |
| 10:00-11:30 | Keynote Presentation 2 Partial Similarity Match with Multi-Instance Multi-Label Learning Zhi-Hua Zhou |
| 11:30-13:00 | Lunch |
| 13:00-14:30 | Session 4: Text and Document Similarity Chair: Fausto Rabitti |
|
Bit-Vector Search Filtering with Application
to a Kanji Dictionary Matthew Skala |
|
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Domain Graph for Sentence Similarity Fumito Konaka and Takao Miura |
|
|
Context Semantic Analysis: a Knowledge-based Technique
for Computing Inter-document Similarity Fabio Benedetti, Sonia Bergamaschi, and Domenico Beneventano |
|
| 14:30-15:00 | Break |
| 15:00-16:45 | Session 5: Comparisons and Benchmarks Chair: Jakub Lokoč |
|
An Experimental Survey of MapReduce-based Similarity Joins Yasin Silva, Jason Reed, Kyle Brown, Adelbert Wadsworth, and Chuitian Rong |
|
|
YFCC100M-HNfc6: a Large-Scale Deep Features Benchmark
for Similarity Search Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, and Fausto Rabitti |
|
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A Tale of Four Metrics Richard Connor |
|
| 16:45-17:00 | Break |
| 17:00-18:00 | Panel Discussion: Benchmarking |
| 18:00-19:00 | Break (travel to Happo-en) |
| 19:00-21:00 | Banquet (at Happo-en) |
| Day 3 (Wed 26 October) | |
| 09:00-10:30 | Keynote Presentation 3 Data-Dependent Hashing for Similarity Search Alexandr Andoni |
| 10:30-10:45 | Break |
| 10:45-12:15 | Session 6: Hashing Techniques Chair: Richard Connor |
|
Fast Approximate Furthest Neighbors with
Data-Dependent Hashing Ryan Curtin and Andrew Gardner |
|
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NearBucket-LSH: Efficient Similarity Search in P2P Networks Naama Kraus, David Carmel, Idit Keidar, and Meni Orenbach |
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Speeding up Similarity Search by Sketches Vladimir Mic, David Novak, and Pavel Zezula |
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Fast Hilbert Sort Algorithm without using Hilbert Indices Yasunobu Imamura, Takeshi Shinohara, Koichi Hirata, and Tetsuji Kuboyama |
|
| 12:15-13:15 | Lunch |
| 13:15-14:30 | Session 7: Time-evolving Data Chair: Tetsuo Shibuya |
|
Similarity Searching in Long Sequences
of Motion Capture Data Jan Sedmidubsky, Petr Elias, and Pavel Zezula |
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Music Outlier Detection Using Multiple Sequence Alignment and Independent Ensembles Dimitrios Bountouridis, Hendrik Vincent Koops, Frans Wiering, and Remco C. Veltkamp |
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Scalable Similarity Search in Seismology:
A New Approach to Large-scale Earthquake Detection Karianne Bergen, Clara Yoon, and Gregory Beroza |
|
| 14:30-14:45 | Break |
| 14:45-15:45 | Session 8: Scalable Similarity Search Chair: Yasin Silva |
|
Feature Extraction and Malware Detection
on Large HTTPS Data using MapReduce Premysl Cech, Jan Kohout, Jakub Lokoc, Tomas Komarek, Jakub Marousek, and Tomas Pevny |
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Similarity Search of Sparse Histograms on GPU Architecture Hasmik Osipyan, Jakub Lokoc, and Stephane Marchand-Maillet |
|
| 15:45-16:00 | Closing |
