Juliana Freire
- Auctus: A Dataset Search Engine for Data Augmentation
2021/02/10 by Sonia Castelo, Rémi Rampin, Castelo, Sonia +9 · 7 citations
Computer Science · Decision Sciences · #Data Quality and Management #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Web Data Mining and Analysis
- Data Quality
2018/02/22 by Shazia Sadiq, Tamraparni Dasu, Xin Luna Dong +7 · 2 citations
- PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML\n Pipelines
2020/04/30 by Jorge Piazentin Ono, Sonia Castelo, Ono, Jorge Piazentin +9 · 3 citations
Computer Science · #Machine Learning and Data Classification #Software Engineering Research #Data Visualization and Analytics
- GDC-SM: The GDC Schema Matching Benchmark
2024/12/11 by Santos, Aécio, Liu, Yurong, Pena, Eduardo +9 · 8 citations
Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- AlphaD3M: Machine Learning Pipeline Synthesis
2021/11/03 by Iddo Drori, Drori, Iddo, Yamuna Krishnamurthy +13 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
- The Cambridge Report on Database Research
2025/04/15 by Anastasia Ailamaki, Ailamaki, Anastasia, Samuel Madden +96 · 1 voice
Business, Management and Accounting · Computer Science · Decision Sciences · #Big Data Technologies and Applications #Big Data and Business Intelligence #Cloud Computing and Resource Management #cs.DB
- Sampling Methods for Inner Product Sketching
2023/09/28 by Majid Daliri, Daliri, Majid, Juliana Freire +7 · 1 citation
Computer Science · #Advanced Vision and Imaging #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences
- How can we make sound replication decisions?
2025/01/27 by Clintin P. Davis‐Stober, Alexandra Sarafoglou, Balázs Aczél +15 · 1 voice · 1 citation
Decision Sciences · #Meta-analysis and systematic reviews #scientometrics and bibliometrics research #Scientific Computing and Data Management
- A Unified Approach for Multi-Granularity Search over Spatial Datasets
2024/12/06 by Wenzhe Yang, Sheng Wang, Yang, Wenzhe +10 · 1 citation
Computer Science · #Data Management and Algorithms #Data Mining Algorithms and Applications #Semantic Web and Ontologies
- AgentTrails: Towards Trust and Reuse for Agentic Tasks
2026/07/21 by Eden Wu, Sonia Castelo, Yurong Liu +2
#cs.DB #cs.AI
- UrbanTrace: LLM-Assisted Discovery and Semantics-Aware Integration of Spatial Data
2026/07/27 by Sonia Castelo, Eden Wu, Joao Rulff +3
#cs.HC
- MosaicJoin: Compact Semantic Sketches for Value-Level Join Discovery
2026/07/23 by Grace Fan, Eden Wu, Majid Daliri +1
#cs.DB #cs.AI