Search Results - Declarative Algorithms in SQL

Algorithm to Interconvert SQL and Procedural Visual Queries by Suzuki, Tomonori, Watanobe, Yutaka, Singh, Divij G.

“… other. The algorithm converts features of SQL, a declarative programming language, that are not evaluated in top-to-bottom evaluation order, to be evaluated in top-to-bottom order…”
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Data Science with SQL Server Quick Start Guide: Integrate SQL Server with Data Science by Sarka, Dejan

“…SQL Server started to fully support data science only with its last two editions…”
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ASP-Based Declarative Reasoning in Data-Intensive Enterprise and IoT Applications by Calimeri, Francesco, Leone, Nicola, Melissari, Giovanni, Pacenza, Francesco, Perri, Simona, Reale, Kristian, Ricca, Francesco, Zangari, Jessica

“… This work presents DLV-EE, a framework based on Answer Set Programming (ASP) for performing declarative reasoning tasks over data-intensive, distributed applications…”
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CrowdOp: Query Optimization for Declarative Crowdsourcing Systems by Ju Fan, Meihui Zhang, Kok, Stanley, Meiyu Lu, Beng Chin Ooi

“…We study the query optimization problem in declarative crowdsourcing systems. Declarative crowdsourcing is designed to hide the complexities and relieve the user of the burden of dealing with the crowd…”
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Soft and Declarative Fishing of Information in Big Data Lake by Malysiak-Mrozek, Bozena, Stabla, Marek, Mrozek, Dariusz

“…In recent years, many fields that experience a sudden proliferation of data, which increases the volume of data that must be processed and the variety of…”
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Implementing a declarative query language for high level machine learning application design by Rahman, Hasan H., Jamil, Hasan M.

“… In response, we introduce MQL, a novel declarative query language for ML application design, alongside its corresponding query processing engine…”
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Big Data Analytics with Datalog Queries on Spark by Shkapsky, Alexander, Yang, Mohan, Interlandi, Matteo, Chiu, Hsuan, Condie, Tyson, Zaniolo, Carlo

“… Developing efficient complex analytics in Spark requires deep understanding of both the algorithm at hand and the Spark API or subsystem APIs (e.g., Spark SQL, GraphX…”
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DeepDive: Declarative Knowledge Base Construction by De Sa, Christopher, Ratner, Alex, Ré, Christopher, Shin, Jaeho, Wang, Feiran, Wu, Sen, Zhang, Ce

“… DeepDive programs are declarative in that one cannot write probabilistic inference algorithms…”
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Probabilistic declarative information extraction by Wang, Daisy Zhe, Michelakis, Eirinaios, Franklin, Michael J, Garofalakis, Minos, Hellerstein, Joseph M

“… In recent years, database research has pursued IE on two fronts: declarative languages and systems for managing IE tasks, and probabilistic databases for querying the output of IE…”
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Array databases: concepts, standards, implementations by Baumann, Peter, Misev, Dimitar, Merticariu, Vlad, Huu, Bang Pham

“… increasing requirements on performance and service quality. Array Database systems attempt to close this gap by providing declarative query support for flexible ad-hoc analytics on large n-D arrays, similar to what SQL offers on set-oriented data, XQuery…”
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Orion: A system for modeling, transformation and visualization of multidimensional heterogeneous networks by Heer, Jeffrey, Perer, Adam

“… Despite advances in algorithms and visualization techniques for understanding such social networks, the process of constructing network models and performing exploratory analysis remains difficult and time-consuming…”
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Rapidly finding CAD features using database optimization by Niu, Zhibin, Martin, Ralph R., Langbein, Frank C., Sabin, Malcolm A.

“… Not all features can be defined in advance; a declarative approach allows engineers to specify new features without having to design algorithms to find…”
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An efficient and flexible scanning of databases of protein secondary structures: with the segment index and multithreaded alignment by Mrozek, Dariusz, Socha, Bartek, Kozielski, Stanisław, Małysiak-Mrozek, Bożena

“… with the declarative SQL query language, and accepted by the large community of programmers. Unfortunately, relational…”
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Declarative cleaning, analysis, and querying of graph-structured data by Moustafa, Walaa Eldin M

“… In my dissertation, I develop declarative methods to perform cleaning, analysis and querying of graph-structured data efficiently…”
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An intelligent approach for mining frequent patterns in spatial database system using SQL by Tripathy, A., Das, S., Patra, P. K.

“…, and the lack of suitable declarative query language support. In this paper, we proposed an enhancement of existing mining algorithm based on SQL for the problem of finding…”
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sql4ml A declarative end-to-end workflow for machine learning by Makrynioti, Nantia, Ley-Wild, Ruy, Vassalos, Vasilis

“… With sql4ml the user can express both feature engineering and ML algorithms in SQL, while the system translates this code to an appropriate…”
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An adaptive spark-based framework for querying large-scale NoSQL and relational databases by Khashan, Eman, Eldesouky, Ali, Elghamrawy, Sally

“… for: SQL and NoSQL data stores. Interacting with heterogeneous data models via numerous APIs and query languages imposes challenging tasks on multi-data processing developers…”
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Ego-centric Graph Pattern Census by Moustafa, Walaa Eldin, Deshpande, Amol, Getoor, Lise

“…There is increasing interest in analyzing networks of all types including social, biological, sensor, computer, and transportation networks. Broadly speaking,…”
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Robust Heuristics for Scalable Optimization of Complex SQL Queries by Das, G. C., Haritsa, J. R.

“…Modern database systems incorporate a query optimizer to identify the most efficient "query execution plan" for executing the declarative SQL queries submitted by users…”
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Declarative Frameworks and Optimization Techniques for Developing Scalable Advanced Analytics over Databases and Data Streams by Das, Ariyam

“… Therefore, we can preserve the declarative formal semantics of such programs, while achieving a highly efficient operational semantics that is conducive to scalable implementations on parallel and distributed…”
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