Publications related to Semantic validation in spatio-temporal schema integration

Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems

Colin Neil Jones, Roland Schwan, Melanie Nicole Zeilinger, Xuan Truong Nghiem

Physics-informed machine learning (PIML) is a set of methods and tools that systematically integrate machine learning (ML) algorithms with physical constraints and abstract mathematical models developed in scientific and engineering domains. As opposed to ...

IEEE2023

Stochastic Models for Comparison-based Search

Daniyar Chumbalov

In this thesis we study a problem of searching in a space of objects using comparisons. To navigate through the space to the target object

t

, we ask a sequence of questions of the form ``which object

i

or

j

is closer to

t

?'' for which we observe no ...

EPFL2023

OPTIMADE, an API for exchanging materials data

Nicola Marzari, Giovanni Pizzi, Martin Uhrin, Boris Kozinsky, Christoph Leopold Talirz, Andrius Merkys, Snehal Pramod Kumbhar, Casper Welzel Andersen, Gian-Marco Rignanese, Matthias Scheffler

The Open Databases Integration for Materials Design (OPTIMADE) consortium has designed a universal application programming interface (API) to make materials databases accessible and interoperable. We outline the first stable release of the specification, v ...

NATURE PORTFOLIO2021

Metadata standards and tools in Life Sciences – an overview

Eliane Ninfa Blumer, Sitthida Samath

In 2020, EPFL Library conducted a study about Tools and Metadata Standards practice in EPFL School of Life Sciences. By standard, we mean: - terminological resources (vocabularies, terminologies, classifications, thesauri), - formats and data models / sche ...

2020

Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models

Karl Aberer, Thành Tâm Nguyên, Zoltán Miklós

Data models capture the structure and characteristic properties of data entities, e.g., in terms of a database schema or an ontology. They are the backbone of diverse applications, reaching from information integration, through peer-to-peer systems and ele ...

PERGAMON-ELSEVIER SCIENCE LTD2019

Consolidation of database check constraints

Nikola Obrenovic

Independent modeling of various modules of an information system (IS), and consequently database subschemas, may result in formal or semantic conflicts between the modules being modeled. Such conflicts may cause collisions between the integrated database s ...

2019

Timely and cost-efficient data exploration through adaptive tuning

Matthaios Alexandros Olma

Modern applications accumulate data at an exponentially increasing rate and traditional database systems struggle to keep up. Decision support systems used in industry, rely heavily on data analysis, and require real-time responses irrespective of data siz ...

EPFL2019

Reconciling Matching Networks of Conceptual Models

Karl Aberer, Quoc Viet Hung Nguyen, Thành Tâm Nguyên, Zoltán Miklós

Conceptual models such as database schemas, ontologies or process models have been established as a means for effective engineering of information systems. Yet, for complex systems, conceptual models are created by a variety of stakeholders, which calls fo ...

2019

Bootstrapping Uncertainty in Schema Covering

Quoc Viet Hung Nguyen, Thành Tâm Nguyên, Chi Thang Duong

Schema covering is the process of representing large and complex schemas by easily comprehensible common objects. This task is done by identifying a set of common concepts from a repository called concept repository and generating a cover to describe the s ...

2018

Bootstrapping Uncertainty in Schema Covering

Thành Tâm Nguyên, Chi Thang Duong

Schema covering is the process of representing large and complex schemas by easily comprehensible common objects. This task is done by identifying a set of common concepts from a repository called concept repository and generating a cover to describe the s ...

SPRINGER INTERNATIONAL PUBLISHING AG2018

Semantic validation in spatio-temporal schema integration

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Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems

Stochastic Models for Comparison-based Search

OPTIMADE, an API for exchanging materials data

Metadata standards and tools in Life Sciences – an overview

Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models

Consolidation of database check constraints

Timely and cost-efficient data exploration through adaptive tuning

Reconciling Matching Networks of Conceptual Models

Bootstrapping Uncertainty in Schema Covering

Bootstrapping Uncertainty in Schema Covering

Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models

Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems

Timely and cost-efficient data exploration through adaptive tuning

Stochastic Models for Comparison-based Search

Reconciling Matching Networks of Conceptual Models

Consolidation of database check constraints

Bootstrapping Uncertainty in Schema Covering

Bootstrapping Uncertainty in Schema Covering

OPTIMADE, an API for exchanging materials data

Metadata standards and tools in Life Sciences – an overview