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ORCIDIEEE Data Engineering Bulletin, Volume 44
Volume 44, Number 1, March 2021
- Haixun Wang:
Letter from the Editor-in-Chief. 1 - Sebastian Schelter:
Letter from the Special Issue Editor. 2
- Tim Kraska, Umar Farooq Minhas, Thomas Neumann, Olga Papaemmanouil, Jignesh M. Patel, Christopher Ré, Michael Stonebraker:
ML-In-Databases: Assessment and Prognosis. 3-10
- Cédric Renggli, Luka Rimanic, Nezihe Merve Gürel, Bojan Karlas, Wentao Wu, Ce Zhang:
A Data Quality-Driven View of MLOps. 11-23 - Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu:
From Cleaning before ML to Cleaning for ML. 24-41 - Mike Dreves, Gene Huang, Zhuo Peng, Neoklis Polyzotis, Evan Rosen, Paul Suganthan G. C.:
Validating Data and Models in Continuous ML Pipelines. 42-50 - Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt:
Automated Data Validation in Machine Learning Systems. 51-65 - Doris Xin, Devin Petersohn, Dixin Tang, Yifan Wu, Joseph E. Gonzalez, Joseph M. Hellerstein, Anthony D. Joseph, Aditya G. Parameswaran
:
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time. 66-78 - Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo:
Responsible AI Challenges in End-to-end Machine Learning. 79-91
Volume 44, Number 2, June 2021
- Haixun Wang:
Letter from the Editor-in-Chief. 1 - Bing Yin, Sreyashi Nag:
Letter from the Special Issue Editor. 2
- Carlo Zaniolo, Ariyam Das, Jiaqi Gu, Youfu Li, Mingda Li, Jin Wang:
Developing Big-Data Application as Queries: an Aggregate-Based approach. 3-13
- Alexander Brinkmann, Christian Bizer:
Improving Hierarchical Product Classification using Domain-specific Language Modelling. 14-25 - Wen Zhang, Yanbin Lu, Bella Dubrov, Zhi Xu, Shang Shang, Emilio Maldonado:
Deep Hierarchical Product Classification Based on Pre-Trained Multilingual Knowledge. 26-37 - Robert A. Barton, Tal Neiman, Changhe Yuan:
Graph Neural Networks for Inconsistent Cluster Detection in Incremental Entity Resolution. 38-50 - Amine Dadoun, Raphaël Troncy, Michael Defoin-Platel, Riccardo Petitti, Gerardo Ayala Solano:
Optimizing Email Marketing Campaigns in the Airline Industry using Knowledge Graph Embeddings. 51-64 - Xu Liu, Congzhe Su, Amey Barapatre, Xiaoting Zhao, Diane Hu, Chu-Cheng Hsieh, Jingrui He:
Interpretable Attribute-based Action-aware Bandits for Within-Session Personalization in E-commerce. 65-80 - Apoorva Balyan, Atul Singh, Praveen Suram, Deepak Arora, Varun Srivastava:
Using Product Meta Information for Bias Removal in E-Commerce Grid Search. 81-91
- Divesh Srivastava:
Letter from the Impact Award Winner. 92-93 - Arun Kumar:
Letter from the Rising Star Award Winner. 94-95
Volume 44, Number 3, September 2021
- Haixun Wang:
Letter from the Editor-in-Chief. 1 - Chengkai Li, Jun Yang:
Letter from the Special Issue Editor. 2-3
- Matthew Sumpter, Giovanni Luca Ciampaglia:
Preserving the Integrity and Credibility of the Online Information Ecosystem. 4-11 - Angelos-Christos G. Anadiotis, Oana Balalau, Theo Bouganim, Francesco Chimienti, Helena Galhardas, Mhd Yamen Haddad, Stephane Horel, Ioana Manolescu, Youssr Youssef:
Empowering Investigative Journalism with Graph-based Heterogeneous Data Management. 12-26 - Mohammed Saeed, Paolo Papotti:
Fact-Checking Statistical Claims with Tables. 27-38 - Mingke Chai, Zihui Gu, Xiaoman Zhao, Ju Fan, Xiaoyong Du:
TFV: A Framework for Table-Based Fact Verification. 39-51 - Abolfazl Asudeh, You Wu, Cong Yu, H. V. Jagadish:
Perturbation-based Detection and Resolution of Cherry-picking. 52-65 - Immanuel Trummer:
WebChecker: Towards an Infrastructure for Efficient Misinformation Detection at Web Scale. 66-77
Volume 44, Number 4, December 2021
- Haixun Wang:
Letter from the Editor-in-Chief. 1 - Shimei Pan, James R. Foulds:
Letter from the Special Issue Editor. 2
- Nora McDonald, Aaron K. Massey, Foad Hamidi:
AI-Enhanced Adaptive Assistive Technologies: Methods for AI Design Justice. 3-13 - Alex Okeson, Rich Caruana, Nick Craswell, Kori Inkpen, Scott M. Lundberg, Harsha Nori, Hanna M. Wallach, Jennifer Wortman Vaughan:
Summarize with Caution: Comparing Global Feature Attributions. 14-27 - Patrick Gage Kelley, Yongwei Yang, Courtney Heldreth, Christopher Moessner, Aaron Sedley, Allison Woodruff:
"Mixture of amazement at the potential of this technology and concern about possible pitfalls": Public sentiment towards AI in 15 countries. 28-46 - John T. Richards, David Piorkowski, Michael Hind, Stephanie Houde, Aleksandra Mojsilovic, Kush R. Varshney:
A Human-Centered Methodology for Creating AI FactSheets. 47-58 - Philip Feldman, Aaron Dant, David Rosenbluth:
Ethics, Rules of Engagement, and AI: Neural Narrative Mapping Using Large Transformer Language Models. 59-75
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