An overview of variational autoencoders for source separation, finance, and bio-signal applications

A Singh, T Ogunfunmi - Entropy, 2021 - mdpi.com
Autoencoders are a self-supervised learning system where, during training, the output is an
approximation of the input. Typically, autoencoders have three parts: Encoder (which …

Biometric identification based on keystroke dynamics

P Kasprowski, Z Borowska, K Harezlak - Sensors, 2022 - mdpi.com
The purpose of the paper is to study how changes in neural network architecture and its
hyperparameters affect the results of biometric identification based on keystroke dynamics …

Extreme neural machines

M Boucher-Routhier, BLF Zhang, JP Thivierge - Neural Networks, 2021 - Elsevier
Recurrent neural networks can solve a variety of computational tasks and produce patterns
of activity that capture key properties of brain circuits. However, learning rules designed to …

Application of Machine Learning Algorithms to Biometric Systems—The Traits Based Performance Analytic Survey

M Khatri, A Sharma - International conference on smart computing and …, 2021 - Springer
Biometrics seeks to spot people dependably and strongly supported their personal
characteristics, principally for security and authentication, however also for distinctive and …

[HTML][HTML] A Systematic Review of Fibonacci Sequence in the Human Abdominal Wall: Facts and Reality

C Ravindra, V Rengan, B Ramana - Cureus, 2022 - ncbi.nlm.nih.gov
The Fibonacci sequence is undoubtedly found in nature such as in the spiral of galaxies and
flower petals. Fibonacci numbers are a sequence in which each number is the sum of the …

PERFORMANCE ANALYSIS USING VIOLA-JONES ALGORITHM CLASSIFIER FOR DETECTING EYE AND COMPARING ACCURACY WITH SUPPORT VECTOR …

BS Reddy, PS Bharathi - International Journal of Early …, 2022 - search.ebscohost.com
Aim: The main aim of the project is to recognize eyes in the face image using the Support
Machine Vector algorithm in comparison with Viola-Jones algorithm. Materials and Methods …

Methodik zur datenbasierten Typisierung von Quartieren anhand baulicher Strukturen

A Müller - tuprints.ulb.tu-darmstadt.de
Die deutsche Gesellschaft befindet sich in einem Transformationsprozess, um der
Klimakrise zu begegnen. Vor dem Hintergrund der notwendigen Dekarbonisierung der …

Rozšíření nástroje pro vyhledávání osobních údajů

C Tomáš - 2019 - dspace.cvut.cz
V této bakalářské práci jsou zkoumány osobní údaje podle GDPR (nařízení EU 2016/679
upravující náležitosti ohledně zpracování osobních údajů) z pohledu jejich obecné …