Juliana Freire

ORCID

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 125

Top Venues

Publications

Haoxiang Zhang, Roque Lopez, Aécio S. R. Santos, Jorge Piazentin Ono, Aline Bessa, Juliana Freire
Using Pipeline Performance Prediction to Accelerate AutoML Systems. DEEM@SIGMOD (2023)
Aline Bessa, Majid Daliri, Juliana Freire, Cameron Musco, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation. PODS (2023)
Raoni Lourenço, Juliana Freire, Eric Simon, Gabriel Weber, Dennis E. Shasha
BugDoc. VLDB J. 32 (1) (2023)
Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
Simple Analysis of Priority Sampling. CoRR (2023)
Benjamin Feuer, Yurong Liu, Chinmay Hegde, Juliana Freire
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models. CoRR (2023)
Majid Daliri, Juliana Freire, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
Sampling Methods for Inner Product Sketching. CoRR (2023)
Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Gillian Dobbie, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. SIGMOD Rec. 52 (2) (2023)
Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S. R. Santos, Jorge Henrique Piazentin Ono, Cláudio T. Silva, Juliana Freire
AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks. AutoML (2023)
Raoni Lourenço, Juliana Freire, Eric Simon, Gabriel Weber, Dennis E. Shasha
Correction to: BugDoc Iterative debugging and explanation of pipeline executions. VLDB J. 32 (2) (2023)
Aline Bessa, Majid Daliri, Juliana Freire, Cameron Musco, Christopher Musco, Aécio S. R. Santos, Haoxiang Zhang
Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation. CoRR (2023)
Haoxiang Zhang, Juliana Freire, Yash Garg
eTOP: Early Termination of Pipelines for Faster Training of AutoML Systems. CoRR (2023)
Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang
Diversity and Inclusion Activities in Database Conferences: A 2021 Report. SIGMOD Rec. 51 (2) (2022)
Zhouhan Chen, Haohan Chen, Joshua A. Tucker, Juliana Freire, Jonathan Nagler
What we learned about The Gateway Pundit from its own web traffic data. ICWSM Workshops (2022)
Aécio S. R. Santos, Aline Bessa, Christopher Musco, Juliana Freire
A Sketch-based Index for Correlated Dataset Search. ICDE (2022)
Fatma Ozcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (10) (2022)
Fatma Ozcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (8) (2022)
Fatma Ozcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (12) (2022)
Zhouhan Chen, Haohan Chen, Juliana Freire, Jonathan Nagler, Joshua A. Tucker
Understanding how people consume low quality and extreme news using web traffic data. CoRR (2022)
Fatma Özcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (13) (2022)
Fatma Ozcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (11) (2022)
Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava
DataPrism: Exposing Disconnect between Data and Systems. SIGMOD Conference (2022)
Fatma Ozcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (7) (2022)
Fatma Ozcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (6) (2022)
Fatma Ozcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (9) (2022)
Harish Doraiswamy, Juliana Freire
SPADE: GPU-Powered Spatial Database Engine for Commodity Hardware. ICDE (2022)
Oliver Kennedy, Boris Glavic, Juliana Freire, Mike Brachmann
The Right Tool for the Job: Data-Centric Workflows in Vizier. IEEE Data Eng. Bull. 45 (3) (2022)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
The Seattle report on database research. Commun. ACM 65 (8) (2022)
Fatma Ozcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (5) (2022)
Harish Doraiswamy, Juliana Freire
GPU-Powered Spatial Database Engine for Commodity Hardware: Extended Version. CoRR (2022)
Fatma Ozcan, Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (1) (2021)
Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire
Auctus: A Dataset Search Engine for Data Discovery and Augmentation. Proc. VLDB Endow. 14 (12) (2021)
Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Juliana Freire
Auctus: A Search Engine for Data Discovery and Augmentation. SEA-Data@VLDB (2021)
Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (3) (2021)
Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Cláudio T. Silva
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Iddo Drori, Yamuna Krishnamurthy, Rémi Rampin, Raoni de Paula Lourenço, Jorge Piazentin Ono, Kyunghyun Cho, Cláudio T. Silva, Juliana Freire
AlphaD3M: Machine Learning Pipeline Synthesis. CoRR (2021)
Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Christopher Musco, Juliana Freire
Correlation Sketches for Approximate Join-Correlation Queries. CoRR (2021)
Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (4) (2021)
Haoxiang Zhang, Aécio S. R. Santos, Juliana Freire
DSDD: Domain-Specific Dataset Discovery on the Web. CIKM (2021)
Aécio S. R. Santos, Aline Bessa, Fernando Chirigati, Christopher Musco, Juliana Freire
Correlation Sketches for Approximate Join-Correlation Queries. SIGMOD Conference (2021)
Zhouhan Chen, Juliana Freire
Discovering and Measuring Malicious URL Redirection Campaigns from Fake News Domains. SP Workshops (2021)
Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava
DataExposer: Exposing Disconnect between Data and Systems. CoRR (2021)
Juliana Freire, Xuemin Lin
Front Matter. Proc. VLDB Endow. 15 (2) (2021)
Gromit Yeuk-Yin Chan, Tung Mai, Anup B. Rao, Ryan A. Rossi, Fan Du, Cláudio T. Silva, Juliana Freire
Interactive Audience Expansion On Large Scale Online Visitor Data. KDD (2021)
Aline Bessa, Sonia Castelo, Rémi Rampin, Aécio S. R. Santos, Michael Shoemate, Vito D'Orazio, Juliana Freire
An Ecosystem of Applications for Modeling Political Violence. SIGMOD Conference (2021)
Fernando Chirigati, Rémi Rampin, Aécio S. R. Santos, Aline Bessa, Juliana Freire
Auctus: A Dataset Search Engine for Data Augmentation. CoRR (2021)
João Felipe Pimentel, Leonardo Murta, Vanessa Braganholo, Juliana Freire
Understanding and improving the quality and reproducibility of Jupyter notebooks. Empir. Softw. Eng. 26 (4) (2021)
Jorge Piazentin Ono, Juliana Freire, Cláudio T. Silva, João Comba, Kelly P. Gaither
Interactive Data Visualization in Jupyter Notebooks. Comput. Sci. Eng. 23 (2) (2021)
Zhouhan Chen, Kevin Aslett, Jen Rosiere Reynolds, Juliana Freire, Jonathan Nagler, Joshua A. Tucker, Richard Bonneau
An Automatic Framework to Continuously Monitor Multi-Platform Information Spread. MISINFO@WWW (2021)
Heiko Mueller, Sonia Castelo, Munaf A. Qazi, Juliana Freire
From Papers to Practice: The openclean Open-Source Data Cleaning Library. Proc. VLDB Endow. 14 (12) (2021)
Raoni Lourenço, Juliana Freire, Dennis E. Shasha
BugDoc: A System for Debugging Computational Pipelines. SIGMOD Conference (2020)
Masayo Ota, Heiko Mueller, Juliana Freire, Divesh Srivastava
Data-Driven Domain Discovery for Structured Datasets. Proc. VLDB Endow. 13 (7) (2020)
Raoni Lourenço, Juliana Freire, Dennis E. Shasha
BugDoc: Algorithms to Debug Computational Processes. SIGMOD Conference (2020)
Zhouhan Chen, Juliana Freire
Proactive Discovery of Fake News Domains from Real-Time Social Media Feeds. WWW (Companion Volume) (2020)
Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire
Towards Evaluating Exploratory Model Building Process with AutoML Systems. CoRR (2020)
Harish Doraiswamy, Juliana Freire
A GPU-friendly Geometric Data Model and Algebra for Spatial Queries: Extended Version. CoRR (2020)
Aline Bessa, Juliana Freire, Tamraparni Dasu, Divesh Srivastava
Effective Discovery of Meaningful Outlier Relationships. Trans. Data Sci. 1 (2) (2020)
Raoni Lourenço, Juliana Freire, Dennis E. Shasha
Debugging Machine Learning Pipelines. CoRR (2020)
Jean-Daniel Fekete, Juliana Freire, Theresa-Marie Rhyne
Exploring Reproducibility in Visualization. IEEE Computer Graphics and Applications 40 (5) (2020)
Harish Doraiswamy, Juliana Freire
A GPU-friendly Geometric Data Model and Algebra for Spatial Queries. SIGMOD Conference (2020)
Raoni Lourenço, Juliana Freire, Dennis E. Shasha
BugDoc: Algorithms to Debug Computational Processes. CoRR (2020)
Gromit Yeuk-Yin Chan, Fan Du, Ryan A. Rossi, Anup B. Rao, Eunyee Koh, Cláudio T. Silva, Juliana Freire
Real-Time Clustering for Large Sparse Online Visitor Data. WWW (2020)
Magda Balazinska, Surajit Chaudhuri, Anastasia Ailamaki, Juliana Freire, Sailesh Krishnamurthy, Michael Stonebraker
The Next 5 Years: What Opportunities Should the Database Community Seize to Maximize its Impact? SIGMOD Conference (2020)
Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Cláudio T. Silva
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines. CoRR (2020)
Peter Bailis, Magda Balazinska, Xin Luna Dong, Juliana Freire, Raghu Ramakrishnan, Michael Stonebraker, Joseph M. Hellerstein
Winds from Seattle: Database Research Directions. Proc. VLDB Endow. 13 (12) (2020)
Mike Brachmann, William Spoth, Oliver Kennedy, Boris Glavic, Heiko Mueller, Sonia Castelo, Carlos Bautista, Juliana Freire
Your notebook is not crumby enough, REPLace it. CIDR (2020)
Lais M. A. Rocha, Aline Bessa, Fernando Chirigati, Eugene OFriel, Mirella M. Moro, Juliana Freire
Understanding Spatio-Temporal Urban Processes. IEEE BigData (2019)
Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. CoRR (2019)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
The Seattle Report on Database Research. SIGMOD Rec. 48 (4) (2019)
Raoni Lourenço, Juliana Freire, Dennis E. Shasha
Debugging Machine Learning Pipelines. DEEM@SIGMOD (2019)
João Felipe Pimentel, Leonardo Murta, Vanessa Braganholo, Juliana Freire
A large-scale study about quality and reproducibility of jupyter notebooks. MSR (2019)
Iddo Drori, Lu Liu, Yi Nian, Sharath C. Koorathota, Jie S. Li, Antonio Khalil Moretti, Juliana Freire, Madeleine Udell
AutoML using Metadata Language Embeddings. CoRR (2019)
João Felipe Pimentel, Juliana Freire, Leonardo Murta, Vanessa Braganholo
A Survey on Collecting, Managing, and Analyzing Provenance from Scripts. ACM Comput. Surv. 52 (3) (2019)
Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. HILDA@SIGMOD (2019)
Aline Bessa, Juliana Freire, Divesh Srivastava, Tamraparni Dasu
Efficient Discovery of Meaningful Outlier Relationships. CoRR (2019)
Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire
A Topic-Agnostic Approach for Identifying Fake News Pages. CoRR (2019)
Iddo Drori, Yamuna Krishnamurthy, Raoni Lourenço, Rémi Rampin, Kyunghyun Cho, Cláudio T. Silva, Juliana Freire
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar. CoRR (2019)
Mike Brachmann, Carlos Bautista, Sonia Castelo, Su Feng, Juliana Freire, Boris Glavic, Oliver Kennedy, Heiko Mueller, Rémi Rampin, William Spoth, Ying Yang
Data Debugging and Exploration with Vizier. SIGMOD Conference (2019)
Sonia Castelo, Thais G. Almeida, Anas Elghafari, Aécio S. R. Santos, Kien Pham, Eduardo Freire Nakamura, Juliana Freire
A Topic-Agnostic Approach for Identifying Fake News Pages. WWW (Companion Volume) (2019)
Kien Pham, Aécio S. R. Santos, Juliana Freire
Bootstrapping Domain-Specific Content Discovery on the Web. CoRR (2019)
Kien Pham, Aécio S. R. Santos, Juliana Freire
Bootstrapping Domain-Specific Content Discovery on the Web. WWW (2019)
Harish Doraiswamy, Juliana Freire, Marcos Lage, Fabio Miranda, Cláudio T. Silva
Spatio-Temporal Urban Data Analysis: A Visual Analytics Perspective. IEEE Computer Graphics and Applications 38 (5) (2018)
Harish Doraiswamy, Eleni Tzirita Zacharatou, Fabio Miranda, Marcos Lage, Anastasia Ailamaki, Cláudio T. Silva, Juliana Freire
Interactive Visual Exploration of Spatio-Temporal Urban Data Sets using Urbane. SIGMOD Conference (2018)
Kien Pham, Aécio S. R. Santos, Juliana Freire
Learning to Discover Domain-Specific Web Content. WSDM (2018)
Lhaylla Crissaff, Louisa Wood Ruby, Samantha Deutch, R. Luke DuBois, Jean-Daniel Fekete, Juliana Freire, Cláudio T. Silva
ARIES: Enabling Visual Exploration and Organization of Art Image Collections. IEEE Computer Graphics and Applications 38 (1) (2018)
Rémi Rampin, Fernando Chirigati, Vicky Steeves, Juliana Freire
ReproServer: Making Reproducibility Easier and Less Intensive. CoRR (2018)
Juliana Freire, Fernando Seabra Chirigati
Provenance and the Different Flavors of Reproducibility. IEEE Data Eng. Bull. 41 (1) (2018)
Fabio Miranda, Marcos Lage, Harish Doraiswamy, Charlie Mydlarz, Justin Salamon, Yitzchak Lockerman, Juliana Freire, Cláudio T. Silva
Time Lattice: A Data Structure for the Interactive Visual Analysis of Large Time Series. Comput. Graph. Forum 37 (3) (2018)
Kien Pham, Prasanna Sattigeri, Amit Dhurandhar, A. C. Jacob, M. Vukovic, P. Chataigner, Juliana Freire, Aleksandra Mojsilovic, Kush R. Varshney
Real-time understanding of humanitarian crises via targeted information retrieval. IBM J. Res. Dev. 61 (6) (2017)
Shazia Wasim Sadiq, Tamraparni Dasu, Xin Luna Dong, Juliana Freire, Ihab F. Ilyas, Sebastian Link, Renée J. Miller, Felix Naumann, Xiaofang Zhou, Divesh Srivastava
Data Quality: The Role of Empiricism. SIGMOD Rec. 46 (4) (2017)
Eleni Tzirita Zacharatou, Harish Doraiswamy, Anastasia Ailamaki, Cláudio T. Silva, Juliana Freire
GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons. Proc. VLDB Endow. 11 (3) (2017)
Gromit Yeuk-Yin Chan, Fernando Chirigati, Harish Doraiswamy, Cláudio T. Silva, Juliana Freire
Querying and Exploring Polygamous Relationships in Urban Spatio-Temporal Data Sets. SIGMOD Conference (2017)
Fernando Chirigati, Rebecca Capone, Dennis E. Shasha, Rémi Rampin, Juliana Freire
A Collaborative Approach to Computational Reproducibility. CoRR (2017)
Masayo Ota, Huy T. Vo, Cláudio T. Silva, Juliana Freire
STaRS: Simulating Taxi Ride Sharing at Scale. IEEE Trans. Big Data 3 (3) (2017)
João Felipe Pimentel, Leonardo Murta, Vanessa Braganholo, Juliana Freire
noWorkflow: a Tool for Collecting, Analyzing, and Managing Provenance from Python Scripts. Proc. VLDB Endow. 10 (12) (2017)
Remco Chang, Jean-Daniel Fekete, Juliana Freire, Carlos Eduardo Scheidegger
Connecting Visualization and Data Management Research (Dagstuhl Seminar 17461). Dagstuhl Reports 7 (11) (2017)
Aline Bessa, Fernando de Mesentier Silva, Rodrigo Frassetto Nogueira, Enrico Bertini, Juliana Freire
RioBusData: Outlier Detection in Bus Routes of Rio de Janeiro. CoRR (2016)
Fernando Chirigati, Harish Doraiswamy, Theodoros Damoulas, Juliana Freire
Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets. CoRR (2016)
Aécio S. R. Santos, Bruno Pasini, Juliana Freire
A First Study on Temporal Dynamics of Topics on the Web. WWW (Companion Volume) (2016)
Fernando Chirigati, Rémi Rampin, Dennis E. Shasha, Juliana Freire
ReproZip: Computational Reproducibility With Ease. SIGMOD Conference (2016)
Juliana Freire, Aline Bessa, Fernando Chirigati, Huy T. Vo, Kai Zhao
Exploring What not to Clean in Urban Data: A Study Using New York City Taxi Trips. IEEE Data Eng. Bull. 39 (2) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Juliana Freire