Unsupervised detection and removal of muscle artifacts from scalp EEG recordings using canonical correlation analysis, wavelets and random forests
Sign Up to like & getrecommendations! Published in 2017 at "Clinical Neurophysiology"
DOI: 10.1016/j.clinph.2017.06.247
Abstract: OBJECTIVE This paper proposes supervised and unsupervised algorithms for automatic muscle artifact detection and removal from long-term EEG recordings, which combine canonical correlation analysis (CCA) and wavelets with random forests (RF). METHODS The proposed algorithms… read more here.
Keywords: analysis; detection removal; performance; proposed algorithms ... See more keywords
A new metaphor-less algorithms for the photovoltaic cell parameter estimation
Sign Up to like & getrecommendations! Published in 2020 at "Optik"
DOI: 10.1016/j.ijleo.2020.164559
Abstract: Abstract The performance of the solar photovoltaic (PV) system can be improved by an accurate modelling of the solar cells, but cell modelling is inaccurate due to the lack of precise solar cell parameters. To… read more here.
Keywords: metaphor less; less algorithms; photovoltaic; proposed algorithms ... See more keywords
Novel algorithms for efficient subsequence searching and mapping in nanopore raw signals towards targeted sequencing
Sign Up to like & getrecommendations! Published in 2020 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btz742
Abstract: MOTIVATION Genome diagnostics have gradually become a prevailing routine for human healthcare. With the advances in understanding the causal genes for many human diseases, targeted sequencing provides a rapid, cost-efficient and focused option for clinical… read more here.
Keywords: low sequencing; novel algorithms; subsequence; raw signals ... See more keywords
FPGA-Based Hardware Implementation of Computationally Efficient Multi-Source DOA Estimation Algorithms
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2926335
Abstract: Hardware implementation of the proposed direction of arrival (DOA) estimation algorithms based on Cholesky and LDL decomposition is presented in this paper. The proposed algorithms are implemented for execution on a field programmable gate array… read more here.
Keywords: implementation; doa; estimation algorithms; doa estimation ... See more keywords
Integrated Scheduling of Tasks and Preventive Maintenance Periods in a Parallel Machine Environment With Single Robot Server
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3081495
Abstract: In this study, the objective of minimizing makespan has been considered for a scheduling problem of identical parallel machines with a single server and unavailability constraints. The unavailability constraints correspond to preventive maintenance periods. In… read more here.
Keywords: maintenance; problem; environment; maintenance periods ... See more keywords
Chaos Based Encryption Technique for Compressed H264/AVC Videos
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3223355
Abstract: Saving videos streaming from the unlawful users became an urgent claim. Cryptography and Steganography are the most important and indispensable processes to protect and embed the multimedia data during the transfer or storage process. Chaotic-based… read more here.
Keywords: encryption technique; chaos based; avc; encryption ... See more keywords
Distributed MPC for Large Freeway Networks Using Alternating Optimization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2020.3028850
Abstract: The Model Predictive Control (MPC) framework has shown great potential for the control of Variable Speed Limits (VSLs) and Ramp Metering (RM) installations. However, the implementation to large freeway networks remains challenging. One major reason… read more here.
Keywords: freeway networks; proposed algorithms; optimization; performance ... See more keywords
Competition-Driven Dandelion Algorithms With Historical Information Feedback
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2020.3010052
Abstract: A Dandelion algorithm (DA) inspired by the seed dispersal process of dandelions has been proposed as a newly intelligent optimization algorithm. For improving its exploration ability as well as reducing the probability of its falling… read more here.
Keywords: information; information feedback; proposed algorithms; historical information ... See more keywords
Outlier edge detection using random graph generation models and applications
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Big Data"
DOI: 10.1186/s40537-017-0073-8
Abstract: Outliers are samples that are generated by different mechanisms from other normal data samples. Graphs, in particular social network graphs, may contain nodes and edges that are made by scammers, malicious programs or mistakenly by… read more here.
Keywords: edge detection; edge; graph; proposed algorithms ... See more keywords
Likelihood based synchronization algorithms in optical pulse position modulation systems with photon-counting receivers.
Sign Up to like & getrecommendations! Published in 2022 at "Optics express"
DOI: 10.1364/oe.467571
Abstract: Deep space optical communication (DSOC) is becoming a hot topic. Pulse position modulation (PPM) is an effective tool to realize DSOC benefiting from the feature of high sensitivity. In this paper, we analyze 2 × 1 optical… read more here.
Keywords: systems photon; position modulation; proposed algorithms; synchronization algorithms ... See more keywords
Sixth-Kind Chebyshev Spectral Approach for Solving Fractional Differential Equations
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Nonlinear Sciences and Numerical Simulation"
DOI: 10.1515/ijnsns-2018-0118
Abstract: Abstract The basic aim of this paper is to develop new numerical algorithms for solving some linear and nonlinear fractional-order differential equations. We have developed a new type of Chebyshev polynomials, namely, Chebyshev polynomials of… read more here.
Keywords: chebyshev polynomials; differential equations; proposed algorithms; kind chebyshev ... See more keywords