Search Results - multi-layer modular algorithm*

Identifying Mild Hepatic Encephalopathy Based on Multi-Layer Modular Algorithm and Machine Learning by Zhang, Gaoyan, Li, Yuexuan, Zhang, Xiaodong, Huang, Lixiang, Cheng, Yue, Shen, Wen

“… In this study, we aimed to use multi-layer modular algorithm to study abnormality in dynamic graph properties of brain network in MHE patients and construct a machine learning model to identify individual MHE from noHE…”
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Rough-fuzzy MLP: modular evolution, rule generation, and evaluation by Pal, S.K., Mitra, S., Mitra, P.

“…A methodology is described for evolving a Rough-fuzzy multi layer perceptron with modular concept using a genetic algorithm to obtain a structured network suitable for both classification and rule extraction…”
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Model-Validation and Implementation of a Path-Following Algorithm in an Autonomous Underwater Vehicle by Villa, Jose, Vallicrosa, Guillem, Aaltonen, Jussi, Ridao, Pere, Koskinen, Kari T.

“… The GNC architecture includes a modular and multi-layer approach with an LOS-based, path-following algorithm in the AUV platform…”
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A Modular Approach to Construction of Spiking Neural Networks by Lee, Kyunghee, Shi, Hongchi

“…In this paper, we propose a modular approach to construction of multi-layer spiking neural networks with a Coulomb energy function based learning algorithm for training each module…”
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Multi-Layer Event-Based Vehicle-to-Grid (V2G) Scheduling With Short Term Predictive Capability Within a Modular Aggregator Control Structure by Krueger, Hannes, Cruden, Andrew

“…). The scheduling strategy shown is based on a robust modular high-level aggregator control structure and a proposed communications and data management system…”
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Text mining of news-headlines for FOREX market prediction: A Multi-layer Dimension Reduction Algorithm with semantics and sentiment by Khadjeh Nassirtoussi, Arman, Aghabozorgi, Saeed, Ying Wah, Teh, Ngo, David Chek Ling

“…•FOREX prediction through text mining of news is viable and effective.•Feature-selection by abstraction of word-hypernyms increases prediction…”
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Hepatic Encephalopathy Classification via Neuro-livo Features-Based Deep Tri-path Fused Neural Network by Shanmugha Priya, R. K., Suthendran, K.

“…Hepatic encephalopathy (HE) is a perilous nervous problem related to liver disease, mostly in patients with cirrhosis. Early detection and intervention are…”
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A novel multi-layer modular approach for real-time fuzzy-identification of gravitational-wave signals by Barone, Francesco Pio, Dell’Aquila, Daniele, Russo, Marco

“… In this scenario, the development of effective GW detection algorithms is crucial. We propose a novel layered framework for real-time detection of GWs inspired by speech…”
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A Multi-Layer Quantum-Resilient IoT Security Architecture Integrating Uncertainty Reasoning, Relativistic Blockchain, and Decentralised Storage by Iovane, Gerardo

“… quantum threats into account. In this case, we propose a modular architecture that integrates quantum-inspired cryptography (QI…”
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Structural Clustering of Multi-Layer Graphs by Liu, Xudong, Zou, Zhaonian, Wang, Run-An, Liu, Dandan

“… Community detection on multi-layer graphs has been investigated to gain deeper insights into the modular structures of real-world graphs…”
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A Stochastic Computational Multi-Layer Perceptron with Backward Propagation by Yidong Liu, Siting Liu, Yanzhi Wang, Lombardi, Fabrizio, Jie Han

“… of the network parameters. In this paper, a stochastic computational multi-layer perceptron (SC-MLP) is proposed by implementing the backward propagation algorithm for updating the layer weights…”
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Dynamic System Modeling Using a Multisource Transfer Learning-Based Modular Neural Network for Industrial Application by Duan, Haoshan, Meng, Xi, Tang, Jian, Qiao, Junfei

“… Due to the ability to handle complex tasks, modular neural networks (MNN) have been widely applied to industrial process modeling…”
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Design of Dynamic Modular Neural Network Based on Adaptive Particle Swarm Optimization Algorithm by Qiao, Jun-Fei, Lu, Chao, Li, Wen-Jing

“…To solve the problem that subnetwork output cannot be optimally integrated in a modular neural network (MNN…”
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Prunability of Multi-Layer Perceptrons Trained with the Forward-Forward Algorithm by Nikov, Mitko, Strnad, Damjan, Podgorelec, David

“…We explore the sparsity and prunability of multi-layer perceptrons (MLPs) trained using the Forward-Forward (FF…”
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A Joint Multi-Layer Planning Algorithm for IP Over Flexible Optical Networks by Gkamas, Vasileios, Christodoulopoulos, Konstantinos, Varvarigos, Emmanouel

“…We consider the multi-layer network planning problem for IP over flexible optical networks, which consists of three subproblems at two layers…”
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Multi-Layer and Multi-Objective Optimization Design of Supporting Structure of Large-Scale Spherical Solar Concentrator for the Space Solar Power Station by Yang, Yang, Hu, Jun, Zhu, Lin, Pei, Mengchen

“…Space solar power station is a novel renewable energy equipment in space to provide the earth with abundant and continuous power. The Orb-shaped Membrane…”
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MultilayerPy (v1.0): a Python-based framework for building, running and optimising kinetic multi-layer models of aerosols and films by Milsom, Adam, Lees, Amy, Squires, Adam M., Pfrang, Christian

“…Kinetic multi-layer models of aerosols and films have become the state-of-the-art method of describing complex aerosol processes at the particle and film level…”
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Multi-scale brain networks by Betzel, Richard F., Bassett, Danielle S.

“…The network architecture of the human brain has become a feature of increasing interest to the neuroscientific community, largely because of its potential to…”
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Secure Image Encryption with Optimized Chaotic Sequences and Multi-layer Cryptographic Operations by Sethi, Jagannath, Mishra, Sudhansu Kumar, Dash, Prajna Parimita, Bhutani, Monica

“… Pixel permutation occurs through an adaptive key generation process, leading to a multi-stage encryption operation performed through XOR diffusion with modular transformations…”
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Open-Circuit Fault Diagnosis of Modular DC-DC Converter Based on Multi-Layer Perception by Zare, Armin, Babalou, Milad, Torkaman, Hossein

“… This paper presents a neural network model, specifically a multi-layer perception (MLP), for the detection of open-circuit faults (OCFs…”
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