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ATM: A distributed, collaborative, scalable system for automated machine learning
In this paper, we present Auto-Tuned Models, or ATM, a distributed, collaborative, scalable
system for automated machine learning. Users of ATM can simply upload a dataset, choose …
system for automated machine learning. Users of ATM can simply upload a dataset, choose …
System and method for providing data science as a service
P Cotton - US Patent 11,562,382, 2023 - Google Patents
G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …
Autonoml: Towards an integrated framework for autonomous machine learning
Over the last decade, the long-running endeavour to automate high-level processes in
machine learning (ML) has risen to mainstream prominence, stimulated by advances in …
machine learning (ML) has risen to mainstream prominence, stimulated by advances in …
Ontology-Enhanced Automated Machine Learning
CTS Davies - 2024 - prism.ucalgary.ca
This thesis addresses the challenge of bridging the gap between traditional Problem-
Specific Machine Learning (PSML) and Automated Machine Learning (AutoML) systems …
Specific Machine Learning (PSML) and Automated Machine Learning (AutoML) systems …
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning
Over the last decade, the long-running endeavour to automate high-level processes in
machine learning (ML) has risen to mainstream prominence, stimulated by advances in …
machine learning (ML) has risen to mainstream prominence, stimulated by advances in …
The Prototype Development Applied as a Conceptual Design of an Automated Machine Learning System
JJ Goo, H Kim - 정보과학회 컴퓨팅의 실제 논문지, 2020 - dbpia.co.kr
이 논문에서는 오픈소스기반의 자동화된 머신러닝시스템의 개념을 제안한다. 최근에 글로벌
소프트웨어 기업들이 쉽게 실행할 수 있는 자동화 머신러닝시스템을 개발하여 개발비용을 …
소프트웨어 기업들이 쉽게 실행할 수 있는 자동화 머신러닝시스템을 개발하여 개발비용을 …
Self-service Data Science in Healthcare: using AutoML in the Knowledge Discovery Process
RLJ Ooms - 2019 - studenttheses.uu.nl
Introduction: The healthcare industry has been lagging in the adoption of analytics. One of
the reasons for lagging is the shortage of data scientists in the healthcare sector …
the reasons for lagging is the shortage of data scientists in the healthcare sector …
System and method for providing data science as a service
P Cotton - US Patent 11,367,088, 2022 - Google Patents
The invention relates to a computer-implemented system and method for providing data
science as a service (DSaaS) using a real time data prediction contest. The method may …
science as a service (DSaaS) using a real time data prediction contest. The method may …