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Views, Duality Views, and Materialized Views
Views are used extensively in reporting applications to present data APIs and also present subsets of data to users. One could start to look at views...
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Views, Duality Views, and Materialized Views
Views are used extensively in reporting applications to present data APIs and subsets of data to users. One could start to look at views as a way of...
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Multiple Continuous Outlier Detection over Data Stream
This paper studies the problem of Multiple Continuous Outlier Detection (MCOD for short) over data stream, a fundamental problem in the domain of...
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Edgelet computing: enabling privacy-preserving decentralized data processing at the network edge
The convergence of opportunistic networks and trusted execution environments at the network edge presents a compelling opportunity for fully...
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Tempura: a general cost-based optimizer framework for incremental data processing (Journal Version)
Incremental processing is widely adopted in many applications, ranging from incremental view maintenance, stream computing, to recently emerging...
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Adversarial Projections to Tackle Support-Query Shifts in Few-Shot Meta-Learning
Popular few-shot Meta-learning (ML) methods presume that a task’s support and query data are drawn from a common distribution. Recently, Bennequin et...
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Job Title Prediction as a Dual Task of Expertise Prediction in Open Source Software
Career path prediction is an important task in computational jobs marketplace. Recent advances in data science and artificial intelligence have...
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MAC: a meta-learning approach for feature learning and recombination
Optimization-based meta-learning aims to learn a meta-initialization that can adapt quickly a new unseen task within a few gradient updates. Model...
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Preliminaries
This chapter offers a succinct overview of the background knowledge required to understand the content of the book. In particular, it introduces the...
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Dual Learning Model of Code Summary and Generation Based on Transformer
Code summary (CS) produces natural language descriptions based on code snippets, while code generation (CG) produces code snippets based on natural...
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What do academics have to say about ChatGPT? A text mining analytics on the discussions regarding ChatGPT on research writing
This study employed text mining analytics to determine the perceptions of academics (e.g., scholars, teachers, educators, and researchers) regarding...
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Highly distributed and privacy-preserving queries on personal data management systems
Personal data management system (PDMS) solutions are flourishing, boosted by smart disclosure initiatives and new regulations. PDMSs allow users to...
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Data Management
This book has covered what you need to do to build, create, secure, and tune database environments. DBAs need to know how to administer databases and...
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Versioning Virtual Reconstruction Hypotheses: Revealing Counterfactual Trajectories of the Fallen Voussoirs of Notre-Dame de Paris Using Reasoning and 2D/3D Visualization
Virtual reconstruction should move beyond merely presenting 3D models by documenting the scientific context and reasoning underlying the...
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Minimum-Width Double-Slabs and Widest Empty Slabs in High Dimensions
A slab in d-dimensional space \(\mathbb {R}^d\)...
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Accelerating directed densest subgraph queries with software and hardware approaches
Given a directed graph G , the directed densest subgraph (DDS) problem refers to finding a subgraph from G , whose density is the highest among all...
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Interpolation and SAT-Based Model Checking Revisited: Adoption to Software Verification
The article Interpolation and SAT-Based Model Checking (McMillan in: Proc. CAV 2003, LNCS, Springer [
56 ]) describes a formal-verification algorithm,...
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A Data Model of a Data Lineage Management System for Database Repair and Simulation
In this paper, we propose a new data model that uses data lineage, which represents relationships between data and their histories, for the...
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Data Management
We have talked about what you need to do to build, create, secure, and tune database environments. DBAs need to know how to administer databases and...