Wyniki wyszukiwania dla: MACHINE LEARNIGN WORKFLOW

• BETWEEN IDEA AND INTERPRETATION - DESIGN PROCESS AUGMENTATION

  Publikacja

  • K. Radziszewski
  • P. Świderski

  - Rok 2018

  The following paper investigates the idea of reducing the human digital intervention to a minimum during the advanced design process. Augmenting the outcome attributes beyond the designer's capabilities by computational design methods, data collection, data computing and digital fabrication, altogether imitating the human design process. The primary technical goal of the research was verification of restrictions and abilities used...

• Leveraging spatio-temporal features for joint deblurring and segmentation of instruments in dental video microscopy

  Publikacja

  • E. Katsaros
  • A. Jezierska
  • D. Węsierski

  - Rok 2021

  In dentistry, microscopes have become indispensable optical devices for high-quality treatment and micro-invasive surgery, especially in the field of endodontics. Recent machine vision advances enable more advanced, real-time applications including but not limited to dental video deblurring and workflow analysis through relevant metadata obtained by instrument motion trajectories. To this end, the proposed work addresses dental...

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• Medical Image Dataset Annotation Service (MIDAS)

  Publikacja

  • B. Klaudel
  • A. Obuchowski
  • B. Rydziński
  • R. Karski
  • P. Syty
  • P. Jasik
  • M. Glembin

  - Rok 2020

  MIDAS (Medical Image Dataset Annotation Service) is a custom-tailored tool for creating and managing datasets either for deep learning, as well as machine learning or any form of statistical research. The aim of the project is to provide one-fit-all platform for creating medical image datasets that could easily blend in hospital's workflow. In our work, we focus on the importance of medical data anonimization, discussing the...

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• Integration of Services into Workflow Applications

  Publikacja

  • P. Czarnul

  - Rok 2015

  Describing state-of-the-art solutions in distributed system architectures, Integration of Services into Workflow Applications presents a concise approach to the integration of loosely coupled services into workflow applications. It discusses key challenges related to the integration of distributed systems and proposes solutions, both in terms of theoretical aspects such as models and workflow scheduling algorithms, and technical...

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• Workflow centered experiemce mangement

  Publikacja

  • B. Kucharki
  • E. Szczerbicki

  - CYBERNETICS AND SYSTEMS - Rok 2009

  Zaproponowano sposób wykrywania modelowania i zapamiętywania doświadczeń decyzyjnych w firmie aplikującej system WORKFLOW

• Evaluation of Workflow Runtime Platforms in Service Composition

  Publikacja

  • P. Kaczmarek

  - Rok 2012

  Typically, workflow applications are constructed from basic functionalities that may be realized by alternative services deployed in heterogeneous runtime platforms. Depending on workflow structure and selection of services, the applications differ in attributes such as price, Quality of Service (QoS) and others. In the paper, we propose a method of evaluation of workflow runtime platforms using Data Envelopment Analysis. We present...

• Workflow patterns applicable to virtual knowledge-based organizations

  Publikacja

  • M. Godlewska

  - Zeszyty Naukowe Wydziału ETI Politechniki Gdańskiej. Technologie Informacyjne - Rok 2010

  Workflow is a term specifying how to automate a business process, in whole or part during which documents, information or tasks are passed from one participant to another for action, according to a set of procedural rules. Workflow is therefore directly applicable in virtual knowledge-based organizations, where information is exchanged via electronic documents. In the literature, is presented a complete list of workflow control-flow...

• Dynamic Compatibility Matching of Services for Distributed Workflow Execution

  Publikacja

  • P. Czarnul
  • M. Wójcik

  - Rok 2011

  The paper presents a concept and an implementation of dynamic learn-ing of compatibilities of services used in a workflow application. While services may have the same functionality, they may accept input and produce output in different formats. The proposed solution learns matching of outputs and inputs at runtime and uses this knowledge in subsequent runs of workflow applications. The presented solution was implemented in an...

• Knowledge management - decision support in a workflow system

  Publikacja

  • B. Kucharski
  • E. Szczerbicki

  - Rok 2010

  Przedstawiono nowatorski model zarzadzania wiedza w procesach decyzyjnych w systemie opartym na przeplywie ''workflow''.

• Integration of cloud-based services into distributed workflow systems: challenges and solutions

  Publikacja

  • P. Czarnul

  - Scalable Computing: Practice and Experience - Rok 2012

  The paper introduces the challenges in modern workflow management in distributed environments spanning multiplecluster, grid and cloud systems. Recent developments in cloud computing infrastructures are presented and are referring howclouds can be incorporated into distributed workflow management, aside from local and grid systems considered so far. Severalchallenges concerning workflow definition, optimisation and execution are...

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