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07/11/2023
A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma
In digital histopathology, entire neoplasm segmentation on Whole Slide I...
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07/03/2023
A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms
Entity resolution (ER) is the process of identifying records that refer ...
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06/21/2023
PrivSketch: A Private Sketch-based Frequency Estimation Protocol for Data Streams
Local differential privacy (LDP) has recently become a popular privacy-p...
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04/17/2023
Dumpy: A Compact and Adaptive Index for Large Data Series Collections
Data series indexes are necessary for managing and analyzing the increas...
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01/26/2023
Odyssey: A Journey in the Land of Distributed Data Series Similarity Search
This paper presents Odyssey, a novel distributed data-series processing ...
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12/26/2022
ProS: Data Series Progressive k-NN Similarity Search and Classification with Probabilistic Quality Guarantees
Existing systems dealing with the increasing volume of data series canno...
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12/26/2022
Hercules Against Data Series Similarity Search
We propose Hercules, a parallel tree-based technique for exact similarit...
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07/25/2022
Series2Graph: Graph-based Subsequence Anomaly Detection for Time Series
Subsequence anomaly detection in long sequences is an important problem ...
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07/25/2022
dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification
Data series classification is an important and challenging problem in da...
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04/19/2022
Generalized Supervised Meta-blocking (technical report)
Entity Resolution constitutes a core data integration task that relies o...
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10/14/2021
Fast Data Series Indexing for In-Memory Data
Data series similarity search is a core operation for several data serie...
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04/19/2021
Local Similarity Search on Geolocated Time Series Using Hybrid Indexing
Geolocated time series, i.e., time series associated with certain locati...
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04/19/2021
Local Pair and Bundle Discovery over Co-Evolving Time Series
Time series exploration and mining has many applications across several ...
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04/14/2021
Twin Subsequence Search in Time Series
We address the problem of subsequence search in time series using Chebys...
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09/22/2020
Scalable Data Series Subsequence Matching with ULISSE
Data series similarity search is an important operation and at the core ...
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09/02/2020
MESSI: In-Memory Data Series Indexing
Data series similarity search is a core operation for several data serie...
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09/01/2020
ParIS+: Data Series Indexing on Multi-Core Architectures
Data series similarity search is a core operation for several data serie...
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08/31/2020
Matrix Profile Goes MAD: Variable-Length Motif And Discord Discovery in Data Series
In the last fifteen years, data series motif and discord discovery have ...
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08/31/2020
VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series
Data series motif discovery represents one of the most useful primitives...
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08/19/2020
SentiQ: A Probabilistic Logic Approach to Enhance Sentiment Analysis Tool Quality
The opinion expressed in various Web sites and social-media is an essent...
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06/20/2020
Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm
Many modern applications produce massive streams of data series and main...
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06/20/2020
Coconut: sortable summarizations for scalable indexes over static and streaming data series
Many modern applications produce massive streams of data series that nee...
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06/20/2020
Coconut: a scalable bottom-up approach for building data series indexes
Many modern applications produce massive amounts of data series that nee...
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06/20/2020
Return of the Lernaean Hydra: Experimental Evaluation of Data Series Approximate Similarity Search
Data series are a special type of multidimensional data present in numer...
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06/20/2020
The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art
Increasingly large data series collections are becoming commonplace acro...
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05/15/2019
End-to-End Entity Resolution for Big Data: A Survey
One of the most important tasks for improving data quality and the relia...
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05/15/2019
Schema-agnostic Progressive Entity Resolution (extended version)
Entity Resolution (ER) is the task of finding entity profiles that corre...
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05/15/2019
A Survey of Blocking and Filtering Techniques for Entity Resolution
Efficiency techniques are an integral part of Entity Resolution, since i...
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12/19/2018