Search Results - multi-layer modular algorithm*

Identifying Mild Hepatic Encephalopathy Based on Multi-Layer Modular Algorithm and Machine Learning

Authors: Yue Cheng Lixiang Huang Xiaodong Zhang et al.

Source: Front Neurosci
Frontiers in Neuroscience, Vol 14 (2021)

Subject Terms: 0301 basic medicine, dynamic graph properties, individual discrimination, 03 medical and health sciences, multi-layer modular algorithm, machine learning, 0302 clinical medicine, disjointness, Neurosciences. Biological psychiatry. Neuropsychiatry, mild hepatic encephalopathy, RC321-571, Neuroscience, 3. Good health

Access URL: https://www.frontiersin.org/articles/10.3389/fnins.2020.627062/pdf
https://pubmed.ncbi.nlm.nih.gov/33505243
https://doaj.org/article/e8ce54dadcc349538017cc2c6cf8945f
https://pubmed.ncbi.nlm.nih.gov/33505243/
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7829502
https://europepmc.org/article/PMC/PMC7829502
https://www.frontiersin.org/articles/10.3389/fnins.2020.627062/full

Prunability of Multi-Layer Perceptrons Trained with the Forward-Forward Algorithm.

Authors: Nikov, Mitko Strnad, Damjan Podgorelec, David

Source: Mathematics (2227-7390). Aug2025, Vol. 13 Issue 16, p2668. 23p.

Subject Terms: *MULTILAYER perceptrons, *ARTIFICIAL neural networks, *MACHINE learning

Towards modular intelligent design method of subway station spatial with PointNet++.

Authors: Liu, Peng Zhang, Longlong Wei, Youman

Source: Scientific Reports; 10/6/2025, Vol. 15 Issue 1, p1-13, 13p

Subject Terms: MODULAR design, SUBWAY stations, OBJECT recognition algorithms, THREE-dimensional modeling, RECOGNITION (Psychology), IMAGE segmentation, DEEP learning, SPACE (Architecture)

Metamorphic Forward Adaptation Network:Dynamically Adaptive and Modular Multi-layer Learning

Authors: Sun, Yu Wichitwechkarn , Vijja Clark, Ronald et al.

Source: Sun, Y, Wichitwechkarn , V, Clark, R, Kovac, M & Kocer, B B 2025, 'Metamorphic Forward Adaptation Network : Dynamically Adaptive and Modular Multi-layer Learning', Transactions on Machine Learning Research (TMLR), vol. 2025-April. < https://openreview.net/pdf?id=6RCs2tLsHq >

Availability: https://hdl.handle.net/1983/d090b21e-fc43-4cb7-b00c-3f2d378fdada
https://research-information.bris.ac.uk/en/publications/d090b21e-fc43-4cb7-b00c-3f2d378fdada
https://openreview.net/pdf?id=6RCs2tLsHq
https://openreview.net/forum?id=6RCs2tLsHq

A Novel Algorithmic Framework for Autonomous Ransomware Detection Using Multi-Layer Temporal Anomaly Patterns

Authors: Julja Denis James Featherstone Olivia Beaufort et al.

Subject Terms: Computer and Systems Architecture, Engineering, Computer Engineering, Data Storage Systems

A Multi-Layer Quantum-Resilient IoT Security Architecture Integrating Uncertainty Reasoning, Relativistic Blockchain, and Decentralised Storage.

Authors: Iovane, Gerardo

Source: Applied Sciences (2076-3417); Aug2025, Vol. 15 Issue 16, p9218, 29p

Subject Terms: INTERNET of things, BLOCKCHAINS, STORAGE, MODULAR design, ENTROPY (Information theory), QUANTUM computing, DECISION making, INFORMATION technology security

Application of High Efficiency and High Precision Network Algorithm in Thermal Capacity Design of Modular Permanent Magnet Fault-Tolerant Motor.

Authors: Yi, Yunlong Ma, Sheng Zhang, Bo et al.

Source: Energies (19961073); Aug2025, Vol. 18 Issue 15, p3967, 17p

Subject Terms: THERMAL analysis, COMPUTATIONAL fluid dynamics, FINITE element method, TEMPERATURE distribution, OPTIMIZATION algorithms, PERMANENT magnet motors, SPECIFIC heat capacity

A Modular Perspective on the Evolution of Deep Learning: Paradigm Shifts and Contributions to AI.

Authors: Wei, Yicheng Wang, Yifu Watada, Junzo

Source: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 19, p10539, 38p

Subject Terms: DEEP learning, ARTIFICIAL intelligence, OPTIMIZATION algorithms, RESEARCH methodology, SCALABILITY, LANGUAGE models, TECHNOLOGICAL innovations

End-to-end learning for wind turbine blades: from imagery data to defect repair recommendations

Authors: Pérez i Gonzalo, Raül

Contributors: University/Department: Universitat Politècnica de Catalunya. Institut d'Organització i Control de Sistemes Industrials

Thesis Advisors: Agudo Martínez, Antonio

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Wind Turbine Maintenance, Image Segmentation, Deep Discriminant Analysis, Colorspace Optimization, Probability Loss, Region-Growing, Generative Models, Latent-space Augmentation, Dual Image Compression, ROI Coding, Àrees temàtiques de la UPC::Energies, Àrees temàtiques de la UPC::Enginyeria mecànica, Àrees temàtiques de la UPC::Informàtica, 621 - Enginyeria mecànica en general. Tecnologia nuclear. Electrotècnia. Maquinària, 620 - Assaig de materials. Material comercials. Economia de l'energia, 004 - Informàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/694227
https://dx.doi.org/10.5821/dissertation-2117-427818

URBANIZED D4.4: Optimised self-adaptive, multi-layer EMS design and virtual validation fleet management algorithm

Authors: Medina Sánchez, R.A. Avramis, N. Rath, S. et al.

Contributors: Medina Sánchez, R.A. Avramis, N. Rath, S. et al.

Subject Terms: Propositie sustainable mobility, Multi-layer EMS, KPI evaluation, Software in the loop test, Energy management system, Proposition sustainable mobility, Fleet management tools

Access URL: https://publications.tno.nl/publication/34643550/at1Va0hD/medina-2023-urbanized-d4.4.pdf
https://resolver.tno.nl/uuid:c1d403a8-ea84-46e2-877b-5ac7c96ce069

Dynamic coding network for robust fruit detection in low-visibility agricultural scenes.

Authors: Lu, Hanyun Jin, Teng Wan, Chen et al.

Source: Frontiers in Plant Science; 2025, p1-12, 12p

Subject Terms: AGRICULTURE, OBJECT recognition (Computer vision), REAL-time computing, MODULAR design, HARVESTING equipment, DETECTION algorithms

A novel multi-layer modular approach for real-time fuzzy-identification of gravitational-wave signals

Authors: Barone, Francesco Pio Dell'Aquila, Daniele Russo, Marco

Index Terms: General Relativity and Quantum Cosmology, Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing, text

URL: http://arxiv.org/abs/2206.06004

An axiomatic system engineering design method based on NSGA-II algorithm applied to complex systems.

Authors: Zhang, Xiaoqian Zhang, Qinghai Zhao, Qingjian et al.

Source: Scientific Reports; 8/28/2025, Vol. 15 Issue 1, p1-17, 17p

Subject Terms: AXIOMATIC design, MULTI-objective optimization, MODULAR design, COMPLEXITY (Philosophy), SYSTEMS engineering, MATRICES (Mathematics)

Multi-layer perceptron-particle swarm optimization: A lightweight optimization algorithm for the model predictive control local planner.

Authors: Guan, Xiaoqing Hu, Tao Zhang, Ziang et al.

Source: International Journal of Advanced Robotic Systems; Nov/Dec2024, Vol. 21 Issue 6, p1-13, 13p

Subject Terms: OPTIMIZATION algorithms, COST functions, ROBOT motion, PREDICTION models, PARTICLE swarm optimization, PLANNERS

Research on an Intelligent Prediction Method for the Carbon Emissions of Prefabricated Buildings During the Construction Stage, Based on Modular Quantification.

Authors: Yang, Yang Cai, Xiaodong Ma, Xinlong et al.

Source: Buildings (2075-5309); Jun2025, Vol. 15 Issue 12, p1997, 28p

Subject Terms: PREFABRICATED buildings, MACHINE learning, CARBON emissions, INTERPOLATION algorithms, BUILDING design & construction

Machine learning for modular robots self-reconfiguration problem.

Authors: Buchi, Baptiste Mabed, Hakim Lassabe, Frédéric et al.

Source: Journal of Ambient Intelligence & Humanized Computing; Mar2025, Vol. 16 Issue 2, p347-359, 13p

Study on Optimization of Mapping Method for Multi-Layer Cage Chicken House Environment.

Authors: Zhang, Zhaobo Yuan, Yanwei Dong, Xin et al.

Source: Sensors (14248220); May2025, Vol. 25 Issue 9, p2822, 15p

Subject Terms: CHICKEN coops, LIVESTOCK breeding, POULTRY breeding, POINT cloud, ENVIRONMENTAL mapping

Multi-Layer Event-Based Vehicle-to-Grid (V2G) Scheduling With Short Term Predictive Capability Within a Modular Aggregator Control Structure

Authors: Hannes Krueger Andrew Cruden

Source: IEEE Transactions on Vehicular Technology. 69:4727-4739

Subject Terms: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 7. Clean energy

File Description: text

Access URL: https://ieeexplore.ieee.org/ielx7/25/9094045/09027947.pdf
https://ieeexplore.ieee.org/document/9027947
https://dblp.uni-trier.de/db/journals/tvt/tvt69.html#KruegerC20
https://eprints.soton.ac.uk/437545/

Discovering effect of intuitionistic fuzzy transformation in multi-layer perceptron for heart disease prediction: a study.

Authors: Pan, Chandan Chaira, Tamalika Kumar Ray, Ajoy

Source: Computer Methods in Biomechanics & Biomedical Engineering; Feb2025, Vol. 28 Issue 2, p197-211, 15p

Subject Terms: MACHINE learning, PREDICTION algorithms, MEMBERSHIP functions (Fuzzy logic), HEART diseases, GAMMA functions, DEEP learning

Scheduling multi-configuration last-mile delivery logistics by learning from optimisation feedback and customer preferences.

Authors: Tafakkori, Keivan Tavakkoli-Moghaddam, Reza Siadat, Ali

Source: International Journal of Production Research; Nov2025, Vol. 63 Issue 21, p7835-7864, 30p

Subject Terms: LOGISTICS, SCHEDULING, DELIVERY of goods, PREDICTION models, OPERATIONS research, CONSUMER preferences, EVOLUTIONARY algorithms