Výsledky vyhledávání - Deep constructive algorithm

A strip-packing constructive algorithm with deep reinforcement learning for dynamic resource-constrained seru scheduling problems Autor Xiang, Yiran, Zhang, Zhe, Gong, Xue, Song, Xiaoling, Yin, Yong

“…) in seru production system (SPS). A mixed integer linear programming model is formulated to minimize the makespan , which is solved sequentially from both allocation and scheduling perspectives by a strip-packing constructive algorithm (SPCA…”
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Deep incremental random vector functional-link network: A non-iterative constructive sketch via greedy feature learning Autor Zhang, Siyuan, Xie, Linbo

“…The incremental version of randomized neural networks provides a greedy constructive algorithm for the shallow network, which adds new nodes through different stochastic methods rather than gradient optimization…”
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Combining Constructive and Perturbative Deep Learning Algorithms for the Capacitated Vehicle Routing Problem Autor García-Torres, Roberto, Macias-Infante, Alitzel Adriana, Conant-Pablos, Santiago Enrique, Ortiz-Bayliss, José Carlos, Terashima-Marín, Hugo

“… Recently, new efforts have emerged to create constructive and perturbative heuristics to tackle this problem using Deep Learning…”
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Design of a Constructive English Translation Intelligent Recognition Model Based on Deep Learning and RBF Algorithm Autor Kang, Yi

“…) algorithm in the design of English Translation Intelligent (ETI) recognition models. Through experiments, it was found that the combination of deep learning and RBF…”
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Ambient intelligence-based multimodal human action recognition for autonomous systems Autor Jain, Vidhi, Gupta, Gaurang, Gupta, Megha, Sharma, Deepak Kumar, Ghosh, Uttam

“…Human activity recognition can deduce the behaviour of one or more people from a set of sensor measurements. Despite its widespread applications in monitoring…”
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High-performance hybrid genetic algorithm to solve transmission network expansion planning Autor Gallego, Luis A, Garcés, Lina P, Rahmani, Mohsen, Romero, Ruben A

“…) uses a powerful path-relinking algorithm for the deep exploration of local solutions, (iii…”
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A Procedural Constructive Learning Mechanism with Deep Reinforcement Learning for Cognitive Agents Autor de Lellis Rossi, Leonardo, Rohmer, Eric, Dornhofer Paro Costa, Paula, Colombini, Esther Luna, da Silva Simões, Alexandre, Gudwin, Ricardo Ribeiro

“… We replace an incremental tabular Reinforcement Learning algorithm with a constructive neural network deep reinforcement learning mechanism for continuous sensorimotor knowledge acquisition, thereby…”
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Turbocharging Deep Backscatter Through Constructive Power Surges with a Single RF Source Autor An, Zhenlin, Lin, Qiongzheng, Pan, Qingrui, Yang, Lei

“…Backscatter networks are becoming a promising solution for embedded sensing. In these networks, backscatter sensors are deeply implanted inside objects or living beings and form a deep backscatter network (DBN…”
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Continuously Constructive Deep Neural Networks Autor Irsoy, Ozan, Alpaydin, Ethem

“…Traditionally, deep learning algorithms update the network weights, whereas the network architecture is chosen manually using a process of trial and error…”
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DeepPack3D: A Python package for online 3D bin packing optimization by deep reinforcement learning and constructive heuristics Autor Tsang, Y.P., Mo, D.Y., Chung, K.T., Lee, C.K.M.

“… To bridge this gap, we introduce DeepPack3D, a software package that integrates deep reinforcement learning and constructive heuristic approaches for online 3D bin packing optimization…”
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A constructive non-local means algorithm for low-dose computed tomography denoising with morphological residual processing Autor Lepcha, Dawa Chyophel, Dogra, Ayush, Goyal, Bhawna, Goyal, Vishal, Kukreja, Vinay, Bavirisetti, Durga Prasad

“… In order to address these problems, this research article presents a competent low-dose computed tomography image denoising algorithm based on a constructive non-local means algorithm…”
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Constructive Deep ReLU Neural Network Approximation Autor Herrmann, Lukas, Opschoor, Joost A. A., Schwab, Christoph

“…We propose an efficient, deterministic algorithm for constructing exponentially convergent deep neural network (DNN…”
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Designing Anticancer Peptides by Constructive Machine Learning Autor Grisoni, Francesca, Neuhaus, Claudia S., Gabernet, Gisela, Müller, Alex T., Hiss, Jan A., Schneider, Gisbert

“…Constructive (generative) machine learning enables the automated generation of novel chemical structures without the need for explicit molecular design rules…”
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A New Cascade-Correlation Growing Deep Learning Neural Network Algorithm Autor Mohamed, Soha Abd El-Moamen, Mohamed, Marghany Hassan, Farghally, Mohammed F.

“…In this paper, a proposed algorithm that dynamically changes the neural network structure is presented…”
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A new growing pruning deep learning neural network algorithm (GP-DLNN) Autor Zemouri, Ryad, Omri, Nabil, Fnaiech, Farhat, Zerhouni, Noureddine, Fnaiech, Nader

“… This work is devoted to propose a new Growing and pruning Learning algorithm for Deep Neural Networks. This new algorithm is presented and applied on diverse medical data sets. It is shown that this algorithm outperforms various other artificial intelligent techniques in terms of accuracy and simplicity of the resulting architecture…”
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Construction and Research of Constructive English Teaching Model Applying Multimodal Neural Network Algorithm Autor Zhang, Nan, Wang, Hao

“…This article draws on previous research on constructive English teaching models and uses multimodal neural network algorithm theory and constructive English teaching as the theoretical basis…”
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Serial electrocardiography to detect newly emerging or aggravating cardiac pathology: a deep-learning approach Autor Sbrollini, Agnese, De Jongh, Marjolein C., Ter Haar, C. Cato, Treskes, Roderick W., Man, Sumche, Burattini, Laura, Swenne, Cees A.

“… Here, we present a novel algorithm to construct dedicated deep-learning neural networks (NNs…”
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A scalable algorithm for the optimization of neural network architectures Autor Lupo Pasini, Massimiliano, Yin, Junqi, Li, Ying Wai, Eisenbach, Markus

“… The proposed algorithm, called Greedy Search for Neural Network Architecture, aims to determine a neural network with minimal number of layers that is at least as performant as neural networks…”
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FPGA Implementation of Neurocomputational Models: Comparison Between Standard Back-Propagation and C-Mantec Constructive Algorithm Autor Ortega-Zamorano, Francisco, Jerez, José M., Juárez, Gustavo E., Franco, Leonardo

“…: the standard and well known Back-Propagation algorithm and C-Mantec, a constructive neural network algorithm that generates compact one hidden layer architectures with good predictive capabilities…”
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Regular Expression Based Medical Text Classification Using Constructive Heuristic Approach Autor Cui, Menglin, Bai, Ruibin, Lu, Zheng, Li, Xiang, Aickelin, Uwe, Ge, Peiming

“… We propose a novel constructive heuristic approach to generate a set of regular expressions that can be used as effective text classifiers…”
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