Michael N. Gubanov

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

COVIDKG.ORG - a Web-scale COVID-19 Interactive, Trustworthy Knowledge Graph, Constructed and Interrogated for Bias using Deep-Learning.

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[DOI]

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Scalable Hierarchical Metadata Classification in Heterogeneous Large-scale Datasets.

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[DOI]

Proceedings of the 25th International Workshop on Design, 2023

Learning Circular Tabular Embeddings for Heterogeneous Large-scale Structured Datasets.

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[DOI]

Sophie Pavia

Proceedings of the 25th International Workshop on Design, 2023

2022

Hybrid Metadata Classification in Large-scale Structured Datasets.

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[DOI]

J. Data Intell., 2022

Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment.

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[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Leveraging Scalable Profiling to Learn and Visualize the Latest Trustworthy COVID-19 Medical Research Findings.

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[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Visualizing and Querying Large-scale Structured Datasets by Learning Multi-layered 3D Meta-Profiles.

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[DOI]

Sophie Pavia

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Scalable Tabular Metadata Location and Classification in Large-Scale Structured Datasets.

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[DOI]

Kazi Islam

Proceedings of the Database and Expert Systems Applications, 2021

Towards Unveiling Dark Web Structured Data.

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[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Learning Tabular Embeddings at Web Scale.

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[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Scalable linear algebra on a relational database system.

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[DOI]

Christopher M. Jermaine

Commun. ACM, 2020

WebLens: Towards Interactive Large-scale Structured Data Profiling.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Rapid Antibiotic Susceptibility Analysis Using Microscopy and Machine Learning.

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[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

WebLens: Towards Web-scale Data Integration, Training the Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Towards Tabular Embeddings, Training the Relational Models.

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[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Hybrid.Poly: A Consolidated Interactive Analytical Polystore System.

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[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Scalable Linear Algebra on a Relational Database System.

[BibT_eX]

[DOI]

Christopher M. Jermaine

SIGMOD Rec., 2018

Hybrid.AI: A Learning Search Engine for Large-scale Structured Data.

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[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Hybrid.Poly: Performance Evaluation of Linear Algebra Analytical Extensions.

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[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Nested Dolls: Towards Unsupervised Clustering of Web Tables.

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[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

CognitiveDB: An Intelligent Navigator for Large-scale Dark Structured Data.

[BibT_eX]

[DOI]

Manju Priya

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Hybrid.poly: An Interactive Large-Scale In-memory Analytical Polystore.

[BibT_eX]

[DOI]

Dylan Soderman

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

PolyFuse: A Large-Scale Hybrid Data Fusion System.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Hybrid: A Large-scale In-memory Image Analytics Engine.

[BibT_eX]

[DOI]

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

Scalable spam classifier for web tables.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Hybrid.media: High velocity video ingestion in an in-memory scalable analytical polystore.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Hybrid.JSON: High-velocity parallel in-memory polystore JSON ingest.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Generating Unified Famous Objects (UFOs) from the classified object tables.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

mHealth dipstick analyzer for monitoring of pregnancy complications.

[BibT_eX]

[DOI]

Karthik Raj Konnaiyan

Surya Cheemalapati

Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

Type-aware Web-search.

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[DOI]

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

Dataxformer: Leveraging the Web for Semantic Transformations.

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[DOI]

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014

Text and structured data fusion in data tamer at scale.

[BibT_eX]

[DOI]

Michael Stonebraker

Daniel Bruckner

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Large-scale Semantic Profile Extraction.

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[DOI]

Michael Stonebraker

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013

BigDB: Automatic Machine Learning Optimizer

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[DOI]

CoRR, 2013

ReadFast: Optimizing structural search relevance for big biomedical text.

[BibT_eX]

[DOI]

Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

A real-time classification algorithm for emotion detection using portable EEG.

[BibT_eX]

[DOI]

Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

READFAST: high-relevance search-engine for big text.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

MEDREADFAST: A structural information retrieval engine for big clinical text.

[BibT_eX]

[DOI]

Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

2011

Learning Unified Famous Objects (UFO) to bootstrap information integration.

[BibT_eX]

[DOI]

Linda G. Shapiro

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

READFAST: Browsing large documents through unified famous objects (UFO).

[BibT_eX]

[DOI]

Linda G. Shapiro

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Using unified famous objects (UFO) to automate Alzheimer's disease diagnostics.

[BibT_eX]

[DOI]

Linda G. Shapiro

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2009

IBM UFO Repository.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

2008

Model Management Engine for Data Integration with Reverse-Engineering Support.

[BibT_eX]

[DOI]

Philip A. Bernstein

Alexander Moshchuk

Proceedings of the 24th International Conference on Data Engineering, 2008

Simplifying Information Integration: Object-Based Flow-of-Mappings Framework for Integration.

[BibT_eX]

[DOI]

Bogdan Alexe

Mauricio A. Hernández

Proceedings of the Business Intelligence for the Real-Time Enterprise, 2008

2006

Structural text search and comparison using automatically extracted schema.

[BibT_eX]

[DOI]