2023
SANTOS: Relationship-based Semantic Table Union Search
A. Khatiwada, G. Fan, R. Shraga, Z. Chen, W. Gatterbauer, R. J. Miller, M. Riedewald
SIGMOD, 2023 (to appear)
FlexER: Flexible Entity Resolution for Multiple Intents
B. Genossar, R. Shraga, A. Gal
SIGMOD, 2023 (to appear)
Integrating Data Lake Tables
A. Khatiwada, R. Shraga, W. Gatterbauer, R. J. Miller
VLDB, 2023 (to appear)
2022
PoWareMatch: a Quality-aware Deep Learning Approach to Improve Human Schema Matching
R. Shraga, A. Gal
ACM Journal of Data and Information Quality, Special Issue on Deep Learning for Data Quality, 2022
Conceptually-grounded Mapping Patterns for Virtual Knowledge Graphs
D. Calvanese, A. Gal, D. Lanti, M. Montali, A. Mosca, R. Shraga (equal contribution)
SEBD, 2022
HumanAL: calibrating human matching beyond a single task
R. Shraga
HILDA@SIGMOD 2022
2021
From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry
R. Shraga, G. Katz, Y. Badian, N. Calderon, A. Gal
CIKM, 2021
ADaMaP: Automatic Alignment of Relational Data Sources using Mapping Patterns
D. Calvanese, A. Gal, N. Haba, D. Lanti, M. Montali, A. Mosca, R. Shraga (equal contribution)
CAiSE, 2021
Learning to Characterize Matching Experts
R. Shraga, O. Amir, A. Gal:
ICDE, 2021
2020
ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation
R. Shraga, A. Gal, H. Roitman
VLDB, 2020
Web Table Retrieval using Multimodal Deep Learning
R. Shraga, H. Roitman, G. Feigenblat, M. Canim
SIGIR, 2020
Process Discovery with Context-aware Process Trees
R. Shraga, A. Gal, D. Schumacher, A. Senderovich, M. Weidlich
Information Systems, 2020
Ad Hoc Table Retrieval using Intrinsic and Extrinsic Similarities
R. Shraga, H. Roitman, G. Feigenblat, M. Canim
WWW, 2020
Queueing Inference for Process Performance Analysis with Missing Life-Cycle Data
G. Berkenstadt, A. Gal, A. Senderovich, Roee Shraga, M. Weidlich (equal contribution)
ICPM, 2020
Query Performance Prediction for Multifield Document Retrieval
H. Roitman, Y. Mass, G. Feigenblat, R. Shraga
ICTIR, 2020
InCognitoMatch: Cognitive-aware Matching via Crowdsourcing (Demo)
R. Shraga, C. Scharf, R. Ackerman, A. Gal
SIGMOD, 2020
Projection-based Relevance Model for Table Retrieval (Poster)
R. Shraga, H. Roitman, G. Feigenblat, B. Weiner
WWW, 2020
(Artificial) Mind over Matter: Humans In and Humans Out in Matching
R. Shraga
PhD@VLDB, 2020
Mapping Patterns for Virtual Knowledge Graphs (A Report on Ongoing Research)
D. Calvanese, A. Gal, D. Lanti, M. Montali, A. Mosca, R. Shraga (equal contribution)
Description Logics, 2020
2019
Learning to Rerank Schema Matches
A. Gal, H. Roitman, R. Shraga (equal contribution)
TKDE, 2019
Inductive Context-aware Process Discovery
R. Shraga, A. Gal, D. Schumacher, A. Senderovich, M. Weidlich
ICPM, 2019
A Cognitive Model of Human Bias in Matching
R. Ackerman, A. Gal, T. Sagi, R. Shraga (equal contribution)
PRICAI, 2019
The Changing Roles of Humans and Algorithms in (Process) Matching
R. Shraga, A. Gal
BPM Workshops, 2019
2018
Heterogeneous Data Integration by Learning to Rerank Schema Matches
A. Gal, H. Roitman, R. Shraga (equal contribution)
ICDM, 2018
(Artificial) Mind Over Matter: Integrating humans and algorithms in solving matching problems (Student Research Competition)
R. Shraga
SIGMOD, 2018
What Type of a Matcher Are You? Coordination of Human and Algorithmic Matchers
R. Shraga, A. Gal, H. Roitman
HILDA@SIGMOD, 2018
Community detection in financial entities - an extended abstract.
R. Shraga, A. Gal
DSMM@SIGMOD, 2018
2017
Instance-based process matching using event-log information.
van der Aa, H., Gal, A., Leopold, H., Reijers, H. A., Sagi, T., and Shraga, R.
CAiSE, 2017