Arash Termehchy

Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 2023

2022

RTX-KG2: a system for building a semantically standardized knowledge graph for translational biomedicine.

[BibT_eX]

[DOI]

BMC Bioinform., 2022

Exploratory training: when trainers learn.

[BibT_eX]

[DOI]

Proceedings of the HILDA@SIGMOD 2022: Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2022

2021

A Survey on Data Cleaning Methods for Improved Machine Learning Model Performance.

[BibT_eX]

[DOI]

CoRR, 2021

Scalable and Usable Relational Learning With Automatic Language Bias.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Structural Generalizability: The Case of Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

A Game-theoretic Approach to Data Interaction.

[BibT_eX]

[DOI]

Eduardo Cotilla Sanchez

Liang Huang

Soravit Changpinyo

ACM Trans. Database Syst., 2020

Learning Over Dirty Data Without Cleaning.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Bandit join: preliminary results.

[BibT_eX]

[DOI]

Vahid Ghadakchi

Mian Xie

Proceedings of the Third International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2020

2019

Logical scalability and efficiency of relational learning algorithms.

[BibT_eX]

[DOI]

VLDB J., 2019

How Do Humans and Data Systems Establish a CommonQuery Language?

[BibT_eX]

[DOI]

SIGMOD Rec., 2019

Managing Variability in Relational Databases by VDBMS.

[BibT_eX]

[DOI]

CoRR, 2019

Integrating Information About Entities Progressively.

[BibT_eX]

[DOI]

CoRR, 2019

Less Data Delivers Higher Search Effectiveness for Keyword Queries.

[BibT_eX]

[DOI]

Vahid Ghadakchi

Abtin Khodadadi

Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019

2018

Cost-effective conceptual design using taxonomies.

[BibT_eX]

[DOI]

Amir Nayyeri

VLDB J., 2018

Learning Efficiently Over Heterogeneous Databases.

[BibT_eX]

[DOI]

Jose Picado

Sudhanshu Pathak

Proc. VLDB Endow., 2018

Progressive Interactions Between Data Sources.

[BibT_eX]

[DOI]

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2018

Managing Structurally Heterogeneous Databases in Software Product Lines.

[BibT_eX]

[DOI]

Parisa Ataei

Eric Walkingshaw

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2018

Learning Efficiently Over Heterogeneous Databases: Sampling and Constraints to the Rescue.

[BibT_eX]

[DOI]

Jose Picado

Sudhanshu Pathak

Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning, 2018

The Data Interaction Game.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

AutoMode: Relational Learning with Less Black Magic.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

The Data Exploration Game.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

There Is No Dichotomy between Effectiveness and Efficiency in Keyword Search over Databases.

[BibT_eX]

[DOI]

Vahid Ghadakchi

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Cost-Effective Conceptual Design Over Taxonomies.

[BibT_eX]

[DOI]

Amir Nayyeri

Proceedings of the 20th International Workshop on the Web and Databases, 2017

Towards Automatically Setting Language Bias in Relational Learning.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Data Management for End-to-End Machine Learning, 2017

Schema Independent Relational Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

A Game-theoretic Approach to Data Interaction: A Progress Report.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017

Variational databases.

[BibT_eX]

[DOI]

Parisa Ataei

Eric Walkingshaw

Proceedings of The 16th International Symposium on Database Programming Languages, 2017

Reaching Mutual Understanding in a Society of Humans and Database Systems.

[BibT_eX]

[DOI]

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

2016

Schema Independent and Scalable Relational Learning By Castor.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

A Signaling Game Approach to Databases Querying and Interaction.

[BibT_eX]

[DOI]

CoRR, 2016

Toward Representation Independent Analytics over Structured Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Towards Representation Independent Similarity Search Over Graph Databases.

[BibT_eX]

[DOI]

Amirhossein Aleyasen

Yizhou Sun

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

A Signaling Game Approach to Databases Querying.

[BibT_eX]

[DOI]

Eduardo Cotilla Sanchez

Proceedings of the 10th Alberto Mendelzon International Workshop on Foundations of Data Management, 2016

2015

Cost-Effective Conceptual Design for Information Extraction.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2015

Universal-DB: Towards Representation Independent Graph Analytics.

[BibT_eX]

[DOI]

Amirhossein Aleyasen

Yizhou Sun

Proc. VLDB Endow., 2015

Schema Independent Relational Learning.

[BibT_eX]

[DOI]

Jose Picado

Alan Fern

CoRR, 2015

Representation Independent Proximity and Similarity Search.

[BibT_eX]

[DOI]

Amirhossein Aleyasen

Yizhou Sun

CoRR, 2015

A Signaling Game Approach to Databases Querying and Interaction.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

2014

Efficient Prediction of Difficult Keyword Queries over Databases.

[BibT_eX]

[DOI]

Shiwen Cheng

Vagelis Hristidis

IEEE Trans. Knowl. Data Eng., 2014

Representation Independent Analytics Over Structured Data.

[BibT_eX]

[DOI]

CoRR, 2014

Which concepts are worth extracting?

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Toward General Similarity Search Over Graphs.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Graph Data Management Experiences and Systems, 2014

2012

Principles of usable query interfaces

[BibT_eX]

[DOI]

PhD thesis, 2012

Design Independent Query Interfaces.

[BibT_eX]

[DOI]

Austin Gibbons

IEEE Trans. Knowl. Data Eng., 2012

Predicting the effectiveness of keyword queries on databases.

[BibT_eX]

[DOI]

Shiwen Cheng

Vagelis Hristidis

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Using structural information in XML keyword search effectively.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2011

How schema independent are schema free query interfaces?

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Data Engineering, 2011

2010

EXTRUCT: Using Deep Structural Information in XML Keyword Search.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Keyword search over key-value stores.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on World Wide Web, 2010

Keyword search for data-centric XML collections with long text fields.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2010, 2010

2009

Generic and effective semi-structured keyword search.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Keyword Search on Structured Data, 2009

Effective, design-independent XML keyword search.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2007

Maitri Demonstration: Managing Large Scale Scientific Data (Demo).

[BibT_eX]

[DOI]

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2003

Pipelined operator tree scheduling in heterogeneous environments.

[BibT_eX]

[DOI]