Comparing two classes of end-to-end machine-learning models in lung nodule detection and classification: MTANNs vs. CNNs
N Tajbakhsh, K Suzuki - Pattern recognition, 2017 - Elsevier
… in the field where training deep learning machines such as CNNs require a large amount of
… potentials when comparing against MTANNs, we explored 4 distinct CNN architectures and …
… potentials when comparing against MTANNs, we explored 4 distinct CNN architectures and …
Comparing deep-learning architectures and traditional machine-learning approaches for satire identification in Spanish tweets
Ó Apolinario-Arzube, JA García-Díaz… - Mathematics, 2020 - mdpi.com
… Consequently, in this work we evaluate several deep-learning architectures with Spanish
pre-trained word-embeddings and compare the results with strong baselines based on term-…
pre-trained word-embeddings and compare the results with strong baselines based on term-…
A comparison between shallow and deep architecture classifiers on small dataset
… of machine learning with shallow and deep architecture [10]. This … Shallow model learning
is a type of machine learning … well-known shallow machine learning algorithms: ANN with …
is a type of machine learning … well-known shallow machine learning algorithms: ANN with …
Empirical architecture comparison of two-input machine learning systems for vision tasks
K Wakigami, F Machida, T Phung-Duc - Formal Aspects of Computing, 2024 - dl.acm.org
… the comparison between parallel and shared-type architectures of two-input MLSs for vision
tasks. The experiments conirm that the shared type architecture … a shared machine learning …
tasks. The experiments conirm that the shared type architecture … a shared machine learning …
[PDF][PDF] Comparative study of machine learning and deep learning architecture for human activity recognition using accelerometer data
… In this paper, the results and comparison between these three classifiers are presented. …
On comparing the results of the ML classifiers, we found that we could achieve comparable …
On comparing the results of the ML classifiers, we found that we could achieve comparable …
[PDF][PDF] A comparison of architectures and evaluation of metrics for in-stream machine learning algorithms in industry 4.0 applications
C Berry, G Hall, B Matuszewski… - … Conference on Condition …, 2017 - academia.edu
… architectures for Big Data analysis and methods of evaluating between competing instream
machine learning … suitable streaming learning algorithms along with architecture and strategy …
machine learning … suitable streaming learning algorithms along with architecture and strategy …
Comparison of deep learning with multiple machine learning methods and metrics using diverse drug discovery data sets
… the need for a comparison of different machine learning methods with deep learning across
an … , prospective testing as well as assessment of different fingerprints and DNN architectures …
an … , prospective testing as well as assessment of different fingerprints and DNN architectures …
Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures
G Costantini, C Robotti, M Benazzo… - Knowledge-Based …, 2022 - Elsevier
… on two custom CNN architectures applied to mel-… architectures allow for the identification
of biomarkers and demonstrate the ongoing relevance of traditional ML versus deep learning …
of biomarkers and demonstrate the ongoing relevance of traditional ML versus deep learning …
Learning from demonstration in robots: Experimental comparison of neural architectures
MU Suleman, MM Awais - Robotics and Computer-Integrated …, 2011 - Elsevier
… the most suitable neural architecture for application of LFD in learning different robot actions…
for ANN learning. Consequently, the learning capability is measured by comparing the error …
for ANN learning. Consequently, the learning capability is measured by comparing the error …
[图书][B] Deep in-memory architectures for machine learning
… in order to enable a fair comparison of the two architectures since DIMA’s FR fetches B-bits
within a BL swing VBL, in contrast to the digital architecture, which reads a single bit in the …
within a BL swing VBL, in contrast to the digital architecture, which reads a single bit in the …
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