• Suche: "Cellular traffic"

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1

DSTL: A Dual-Step Transfer Learning-Based Prediction Model for Next-Generation Intelligent Cellular Networks
Waqar A. Aziz ; Iacovos I. Ioannou ; Marios Lestas ; et al.
Intelligent and Converged Networks, Vol 6, Iss 1, Pp 82-101 (2025)

Telecommunication bidirectional long-short... multivariate spatio-temp... TK5101-6720 dual-step transfer learn...
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2

A decomposable and interpretable cellular network traffic prediction model based on graph convolutional neural network
ZHANG Zitian ; WEN Zhixin ; ZHUGE Bin ; et al.
Dianxin kexue, Vol 41, Pp 93-107 (2025)

cellular traffic predict... graph neural network traffic decomposable interpretable deep learning Telecommunication …
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3

LSTM-based generation of cellular network traffic
Kouam, Anne Josiane ; Carneiro Viana, Aline ; Tchana, Alain ; et al.

Glasgow, United Kingdom Cellular traffic modelin... CDRs LSTM [INFO]Computer Science [...
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4

Carbon-Aware Machine Learning: A Case Study on Cellular Traffic Forecasting with Spiking Neural Networks
Tsiolakis, Theodoros ; Pavlidis, Nikolaos ; Perifanis, Vasileios ; et al.
20th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI). :178-191

Corfu, Greece Machine learning Spiking Neural Networks Cellular traffic predict... Sustainable AI [INFO]Computer Science [...
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5

A cellular traffic prediction method based on diffusion convolutional GRU and multi-head attention mechanism
Xiao, Junbi ; Cong, Yunhuan ; Zhang, Wenjing ; et al.
Cluster Computing: The Journal of Networks, Software Tools and Applications. 28(2)

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6

A hybrid spatiotemporal LSTM and transformer network for cellular traffic prediction
Li, A-Min ; Li, Jingqi
In Computer Networks November 2025 272

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7

A frequency-domain multilayer perceptron with multiscale attention network for cellular traffic prediction
Tang, Chenxi ; Lu, Jingwen ; Yang, Wen ; et al.
In Computer Networks October 2025 271

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8

FedPA: Property-aware federated learning for cellular traffic prediction
Zhai, Chenhan ; Liu, Hui ; Shang, Ertong ; et al.
In Expert Systems With Applications 1 March 2026 299 Part D

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9

Spatio-Temporal Data Augmentation Method for Network Traffic Prediction
Sung Oh ; Myeong-Jun Oh ; Jong-Kyung Im ; et al.
IEEE Access, Vol 13, Pp 138686-138698 (2025)

Cellular traffic predict... spatio-temporal data data augmentation inpainting Electrical engineering.... TK1-9971
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10

Cellular Data Analysis using Machine Learning for Crowd Gathering Prediction
Shrivastava, Prashant ; Patel, Sachin ; Shrivastava, Gaurav ; et al.
International Journal of Information Technology: An Official Journal of Bharati Vidyapeeth's Institute of Computer Applications and Management. :1-10

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11

Improving Cellular Traffic Prediction with Temporal Embeddings: A Time2Vec-LSTM Approach
Riaz, Hamidullah ; Öztürk, Sıtkı ; Güneş, Peri

Cellular traffic predict... Deep learning (DL) LSTM Machine learning (ML) Real-word dataset Time2Vec
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12

Cellular traffic forecasting based on inverted transformer for mobile perception dual-level base station sleep control
Zhang, Jianwei ; Tan, Chunchen ; Cai, Zengyu ; et al.
In Ad Hoc Networks 1 August 2024 161

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13

A cluster-based approach for cellular traffic prediction with machine learning methods
Correia, Daniel Vala

5G Cellular traffic predict... Clustering KPI prediction Machine learning Recurrent neural network... …
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14

A comparative study of cellular traffic prediction mechanisms
Santos Escriche, Eduardo ; Vassaki, Stavroula ; Peters, Gunnar
Wireless Networks: The Journal of Mobile Communication, Computation and Information. 29(5):2371-2389

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15

A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy
Kervrann, Charles ; Sorzano, Carlos Oscar, S. ; Acton, Scott, T. ; et al.
10.1109/JSTSP.2015.2505402

denoising detection image analysis cell motility analysis neuron shape analysis electron microscopy …
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16

Title
Xavier, Kavin Francis ; Vadnala, Geetha ; Kaur, Gaganpreet ; et al.
International Journal of Intelligent Systems and Applications in Engineering; Vol. 12 No. 19s (2024); 678-685

Optimization Spatial cellular traffic Heterogeneous Mobile Net... Power consumption Phtotovoltic energy
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17

Cellular traffic prediction via deep state space models with attention mechanism
Ma, Hui ; Yang, Kai ; Pun, Man-On
In Computer Communications 1 January 2023 197:276-283

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18

Forecasting fine-grained city-scale cellular traffic with sparse crowdsourced measurements
Duan, Jian-Hui ; Li, Wenzhong ; Zhang, Xiao ; et al.
In Computer Networks 4 September 2022 214

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19

Stackelberg game for heterogeneous traffics management in next‐generation cellular network
Muhammad Asif ; Ghani‐ur‐Rehman ; Muhammad Zubair ; et al.
IET Communications, Vol 15, Iss 13, Pp 1733-1746 (2021)

Cross-Layer Optimization Computer Networks and Co... Mobile radio systems TK5101-6720 02 engineering and techn... Wireless Medium Access C... …
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20

Pathophysiological role of the vesicular pathway in hepatic glucose production : involvement of caveolin-1 in glucose-6-phosphatase transport
Rôle physiopathologique de la voie vésiculaire de la production hépatique de glucose : implication de la cavéoline-1 dans le transport de la glucose-6-phosphatase
da Costa, Lorine ; Nutrition, diabète et cerveau (NUDICE) ; Université Claude Bernard Lyon 1 (UCBL) ; et al.
Physiologie [q-bio.TO]. Université Claude Bernard - Lyon I, 2022. Français. ⟨NNT : 2022LYO10118⟩

Hepatic glucose producti... Cellular traffic Glucose-6-phosphatase Caveoline-1 Diabetes Trafic cellulaire …
Dissertation
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