A Meta Learning Approach for Automating Model Selection in Big Data Environments using Microservice and Container Virtualization Technologies

Proceedings of the 12th International Conference on Management of Digital EcoSystems ◽

10.1145/3415958.3433072 ◽

2020 ◽

Author(s):

Shadi Shahoud ◽

Hatem Khalloof ◽

Moritz Winter ◽

Clemens Duepmeier ◽

Veit Hagenmeyer

Keyword(s):

Big Data ◽

Model Selection ◽

Learning Approach ◽

Meta Learning

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A meta learning approach for automating model selection in big data environments using microservice and container virtualization technologies

Internet of Things ◽

10.1016/j.iot.2021.100432 ◽

2021 ◽

pp. 100432

Author(s):

Shadi Shahoud ◽

Moritz Winter ◽

Hatem Khalloof ◽

Clemens Duepmeier ◽

Veit Hagenmeyer

Keyword(s):

Big Data ◽

Model Selection ◽

Learning Approach ◽

Meta Learning

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Efficient Deep Learning Approach for Dimensionality Reduction using Micro blogs from Big data

International Journal for Research in Applied Science and Engineering Technology ◽

10.22214/ijraset.2017.3002 ◽

2017 ◽

Vol V (III) ◽

pp. 5-10

Author(s):

Mr. M. Vengateshwaran

Keyword(s):

Big Data ◽

Deep Learning ◽

Dimensionality Reduction ◽

Learning Approach

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Specific Emitter Identification with Limited Samples: A Model-Agnostic Meta-Learning Approach

IEEE Communications Letters ◽

10.1109/lcomm.2021.3110775 ◽

2021 ◽

pp. 1-1

Author(s):

Ning Yang ◽

Bangning Zhang ◽

Guoru Ding ◽

Yimin Wei ◽

Guofeng Wei ◽

...

Keyword(s):

Learning Approach ◽

Meta Learning ◽

Specific Emitter Identification

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IMAL: An Improved Meta-learning Approach for Few-shot Classification of Plant Diseases

10.1109/bibe52308.2021.9635575 ◽

2021 ◽

Author(s):

Yingtao Wang ◽

Shunfang Wang

Keyword(s):

Plant Diseases ◽

Learning Approach ◽

Shot Classification ◽

Meta Learning

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Environment Adaptive RFID based 3D Human Pose Tracking with a Meta-learning Approach

IEEE Journal of Radio Frequency Identification ◽

10.1109/jrfid.2022.3140256 ◽

2022 ◽

pp. 1-1

Author(s):

Chao Yang ◽

Lingxiao Wang ◽

Xuyu Wang ◽

Shiwen Mao

Keyword(s):

Learning Approach ◽

Pose Tracking ◽

Human Pose Tracking ◽

Meta Learning ◽

Human Pose

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Community Trolling: An Active Learning Approach for Topic Based Community Detection in Big Data

Journal of Grid Computing ◽

10.1007/s10723-018-9457-z ◽

2018 ◽

Vol 16 (4) ◽

pp. 553-567 ◽

Cited By ~ 1

Author(s):

Preeti Gupta ◽

Rajni Jindal ◽

Arun Sharma

Keyword(s):

Big Data ◽

Active Learning ◽

Community Detection ◽

Learning Approach

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Selecting Algorithms for the Quadratic Assignment Problem with a Multi-label Meta-Learning Approach

2018 7th Brazilian Conference on Intelligent Systems (BRACIS) ◽

10.1109/bracis.2018.00038 ◽

2018 ◽

Cited By ~ 1

Author(s):

Augusto Lopez Dantas ◽

Aurora Trinidad Ramirez Pozo

Keyword(s):

Assignment Problem ◽

Quadratic Assignment Problem ◽

Quadratic Assignment ◽

Learning Approach ◽

Meta Learning

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Efficient big data model selection with applications to fraud detection

International Journal of Forecasting ◽

10.1016/j.ijforecast.2018.03.002 ◽

2020 ◽

Vol 36 (3) ◽

pp. 1116-1127 ◽

Cited By ~ 1

Author(s):

Gregory Vaughan

Keyword(s):

Big Data ◽

Model Selection ◽

Data Model ◽

Fraud Detection

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Chapter 5. Meta-learning approach to regularization – case study: blood glucose prediction

Regularization Theory for Ill-posed Problems ◽

10.1515/9783110286496.255 ◽

2013 ◽

Keyword(s):

Blood Glucose ◽

Learning Approach ◽

Meta Learning ◽

Glucose Prediction

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A Meta-learning Approach for Protein Function Prediction

Advanced Computational Approaches to Biomedical Engineering ◽

10.1007/978-3-642-41539-5_5 ◽

2013 ◽

pp. 113-128

Author(s):

Dariusz Plewczynski ◽

Subhadip Basu

Keyword(s):

Protein Function ◽

Protein Function Prediction ◽

Function Prediction ◽

Learning Approach ◽

Meta Learning

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