Search Results - "algorithm parameters"

Spindler: a framework for parametric analysis and detection of spindles in EEG with application to sleep spindles by LaRocco, J, Franaszczuk, P J, Kerick, S, Robbins, K

“… Most existing methods for spindle detection select algorithm parameters by optimizing agreement with expert labels…”
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DeepCEST 3T: Robust MRI parameter determination and uncertainty quantification with neural networks—application to CEST imaging of the human brain at 3T by Glang, Felix, Deshmane, Anagha, Prokudin, Sergey, Martin, Florian, Herz, Kai, Lindig, Tobias, Bender, Benjamin, Scheffler, Klaus, Zaiss, Moritz

“… Data evaluation is computationally expensive, vulnerable to artifacts, and often sensitive to fit algorithm parameters…”
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Determination of subject specific whole-body centre of mass using the 3D Statically Equivalent Serial Chain by Bonnet, Vincent, González, Alejandro, Azevedo-Coste, Christine, Hayashibe, Mitsuhiro, Cotton, Sébastien, Fraisse, Philippe

“…•Identification of subject specific 3D whole-body centre of mass.•Statically Equivalent Serial Chain centre of mass modelling…”
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A Hybrid SVD-Based Denoising and Self-Adaptive TMSST for High-Speed Train Axle Bearing Fault Detection by Deng, Feiyue, Liu, Chao, Liu, Yongqiang, Hao, Rujiang

“… In addition, determination of the TMSST algorithm parameters depends on the personnel’s subjective experience…”
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HumanEva: Synchronized Video and Motion Capture Dataset and Baseline Algorithm for Evaluation of Articulated Human Motion by Sigal, Leonid, Balan, Alexandru O., Black, Michael J.

“… The resulting HumanEva datasets contain multiple subjects performing a set of predefined actions with a number of repetitions…”
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A rule-based energy management scheme for long-term optimal capacity planning of grid-independent microgrid optimized by multi-objective grasshopper optimization algorithm by Bukar, Abba Lawan, Tan, Chee Wei, Yiew, Lau Kwan, Ayop, Razman, Tan, Wen-Shan

“…•A nature-inspired driven approach is proposed to optimally design off-grid microgrid.•Development of a rule-based energy management scheme based on queuing…”
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Improving an immune-inspired algorithm by linear regression: A case study on network reliability by Cutello, Vincenzo, Pavone, Mario, Zito, Francesco

“… To address this issue, this research investigates the integration of machine learning techniques with bio-inspired algorithms to dynamically adjust algorithm parameters based on solution quality…”
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Use of weighted Fourier linear combiner filters to estimate lower trunk 3D orientation from gyroscope sensors data by Bonnet, Vincent, Mazzà, Claudia, McCamley, John, Cappozzo, Aurelio

“… of an IMU located on the lower trunk during walking. Methods A tuning of the algorithm parameters and a sensitivity…”
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Simplified Markerless Stride Detection Pipeline (sMaSDP) for Surface EMG Segmentation by Castro Aguiar, Rafael, Sam Jeeva Raj, Edward Jero, Chakrabarty, Samit

“… These studies are usually conducted in confined clinical settings, which may feel foreign to a subject and affect their motivation, coordination, and overall mobility…”
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Theranostic SPECT reconstruction for improved resolution: application to radionuclide therapy dosimetry by Marquis, H., Deidda, D., Gillman, A., Willowson, K. P., Gholami, Y., Hioki, T., Eslick, E., Thielemans, K., Bailey, D. L.

“…Background SPECT-derived dose estimates in tissues of diameter less than 3× system resolution are subject to significant losses due to the limited spatial resolution of the gamma camera…”
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Quantum Neural Network-Based EEG Filtering for a Brain-Computer Interface by Gandhi, Vaibhav, Prasad, Girijesh, Coyle, Damien, Behera, Laxmidhar, McGinnity, Thomas Martin

“…A novel neural information processing architecture inspired by quantum mechanics and incorporating the well-known Schrodinger wave equation is proposed in this…”
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Delay and Packet-Drop Tolerant Multistage Distributed Average Tracking in Mean Square by Chen, Fei, Chen, Changjiang, Guo, Ge, Hua, Changchun, Chen, Guanrong

“…This article studies the distributed average tracking (DAT) problem pertaining to a discrete-time linear time-invariant multiagent network, which is subject to, concurrently, input delays, random packet drops, and reference noise…”
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Strategies for enhancing automatic fixation detection in head-mounted eye tracking by Drews, Michael, Dierkes, Kai

“… In contrast, head-mounted eye trackers allow for experiments with subjects moving naturally in everyday environments…”
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Knowledge- and Model-Driven Deep Reinforcement Learning for Efficient Federated Edge Learning: Single- and Multi-Agent Frameworks by Li, Yangchen, Zhao, Lingzhi, Wang, Tianle, Ding, Lianghui, Yang, Feng

“… a rigorous convergence analysis. We formulate a joint optimization problem for FL worker selection and algorithm parameter configuration to minimize the final test loss subject to time and energy constraints…”
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Prediction of Drug–Gene Interaction by Using Metapath2vec by Zhu, Siyi, Bing, Jiaxin, Min, Xiaoping, Lin, Chen, Zeng, Xiangxiang

“… Recently, the interaction between drugs and human genes has become an important subject in the research on drug efficacy and human genomics…”
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A Novel Method for Reducing the Effect of Tonic Muscle Activity on the Gamma Band of the Scalp EEG by Nottage, Judith F., Morrison, Paul D., Williams, Steve C. R., ffytche, Dominic H.

“…  = 0.0002 for the two cohorts with individually optimized algorithm parameters, compared to p  = 0.03 and p…”
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Integration of selecting and scheduling urban road construction projects as a time-dependent discrete network design problem by Hosseininasab, Seyyed-Mohammadreza, Shetab-Boushehri, Seyyed-Nader

“… Decision making on the selection of transportation infrastructure projects is an interesting subject to both transportation authorities and researchers…”
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Few-view single photon emission computed tomography (SPECT) reconstruction based on a blurred piecewise constant object model by Wolf, Paul A, Jørgensen, Jakob S, Schmidt, Taly G, Sidky, Emil Y

“…) reconstruction is proposed and characterized. The algorithm models the object as piecewise constant subject to a blurring operation…”
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MIMO Radar Beampattern Design via Algorithm Unrolling by Metwaly, Kareem, Kweon, Junho, Alhujaili, Khaled, Gini, Fulvio, Greco, Maria Sabrina, Rangaswamy, Muralidhar, Monga, Vishal

“…Optimizing a transmit multiple-input–multiple-output (MIMO) radar waveform subject to the nonconvex constant modulus constraint (CMC…”
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Distributed Optimization of Hierarchical Small Cell Networks: A GNEP Framework by Jiaheng Wang, Wei Guan, Yongming Huang, Schober, Robert, Xiaohu You

“…Deployment of small cell base stations (SBSs) overlaying the coverage area of a macrocell BS (MBS) results in a two-tier hierarchical small cell network…”
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