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CNN-based model for gender and age classification based on palm vein images
(2022)
Automatically predicting gender and age group from biometrics traits is an essential and challenging task in many real-world applications. There are several works about using machine learning methods to identify human ...
Fast kNN query processing over a multi-node GPU environment
(2022)
The kNN (k nearest-neighbors) search is currently applied in a wide range of applications, such as data mining, multimedia, information retrieval, machine learning, pattern recognition, among others. Most of the solutions ...
A comparative analysis of massive finger-vein recognition algorithms: from energy consumption perspective
(2022)
The volume of data generated has grown exponentially in recent years worldwide. In general, parallel architectures such as clusters, multicores, and GPUs have reduced processing times compared to their sequential version. ...
Using heaps on GPU
(2022)
Nowadays, searching algorithms are a key component in modern computer science applications. However, traditional approaches of exact search techniques are practicallyan unfeasible solution with the rise of data in ...
Academic performance predicting model based on machine learning and keller's motivation measure
(2022)
This article investigates a model for predicting the academic performance of university students using Machine Learning techniques based on the level of motivation achieved with the implementation of the ARCS instructional ...
Engineering students' perception of the use of machine learning in accounting learning
(2022)
This article investigates the effects on motivation and learning of topics related to the accounting subject, with theimplementation of Machine Learning as a pedagogical tool in the context of university education. A ...
What hides Chile’s electricity mix data: a data science perspective
(2022)
In the context of decarbonization and fossil fuel independence, Chile has a great task ahead. The most relevant is to become carbon neutral by 2050 by replacing fossil fuels with clean energy sources, where, besides ...
Fingerprint classification with the extreme learning machine algorithm for multilayer perceptron
(2022)
Fingerprint classification comes to be a relevant guarantee for efficient as well as accurate fingerprint identification, in particular in the case of dealing with one-to-many fingerprint identification. Nevertheless, owing ...
Off-line writer verification based on small segments of handwritten text and convolutional neural networks
(2022)
This paper proposes a new method for writer identification based on small fragments of handwritten text randomly obtained from a paragraph. The main contribution of this work is to show that small fragments carry enough ...
Vertical jump data from inertial and optical motion tracking systems
(2022)
Motion capture (MOCAP) is a widely used technique to record human, animal, and
object movement for various applications such as animation, biomechanical assessment, and control
systems. Different systems have been proposed ...