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Paper Citation Record · LEDGER

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism

As of 21 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2506.15688.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.15688 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:16:18.076642Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

73 of 73 outbound references displayed

  • verified exact4
  • verified fuzzy64
  • unresolved3
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b3194d68-f133-4d36-a4d6-1d4e5fb329d6 · outbound

This paper cites Cisco annual Internet report (2018–2023) white paper,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Cisco annual Internet report (2018–2023) white paper,

Reference 1

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 734953fd-6aa7-4079-a779-e8effce1228d · outbound

This paper cites Mining the situation: Spatiotemporal traffic prediction with big data,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Mining the situation: Spatiotemporal traffic prediction with big data,

Reference 2

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 1a62fe59-b270-46ee-aa49-864aecfced95 · outbound

This paper cites D2D communications-assisted traffic offloading in integrated cellular-WiFi networks,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism D2D communications-assisted traffic offloading in integrated cellular-WiFi networks,

Reference 3

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Observation e14df89b-e2cc-4047-8076-40c9eb2a2e72 · outbound

This paper cites ITU launches new Focus Group to study machine learning in 5G systems,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism ITU launches new Focus Group to study machine learning in 5G systems,

Reference 4

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 3c229b8d-0641-41d8-8d31-40e4bec80172 · outbound

This paper cites Deep network analyzer (dna): A big data analytics platform for cellular networks,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Deep network analyzer (dna): A big data analytics platform for cellular networks,

Reference 5

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation f44365c4-c57b-495b-aef8-7740e31e19b7 · outbound

This paper cites Active learning for wireless iot intrusion detection,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Active learning for wireless iot intrusion detection,

Reference 6

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Observation 61e9b2fd-d83f-4b91-a46d-c1d7bf4461c6 · outbound

This paper cites IoT traffic management and integration in the QoS supported network,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism IoT traffic management and integration in the QoS supported network,

Reference 7

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 5b01d3f2-1655-4dfc-b1e0-e2f59cd551cf · outbound

This paper cites Traffic flow prediction with big data: A deep learning approach,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Traffic flow prediction with big data: A deep learning approach,

Reference 8

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 7516c934-1cbd-43c3-a7b7-4438069b1493 · outbound

This paper cites Mobile big data: The fuel for data-driven wireless,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Mobile big data: The fuel for data-driven wireless,

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation d5ea6a72-f312-46a1-bd6d-96ae75dee7cd · outbound

This paper cites Large-scale mobile traffic analysis: A survey,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Large-scale mobile traffic analysis: A survey,

Reference 10

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 0149dcff-8b2c-4cec-b06c-de4a6c9102e3 · outbound

This paper cites A BiGRU autoencoder remain- ing useful life prediction scheme with attention mechanism and skip connection,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism A BiGRU autoencoder remain- ing useful life prediction scheme with attention mechanism and skip connection,

Reference 11

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Observation a3aa14b1-7a2a-482a-a417-0f0976c6130e · outbound

This paper cites Gated recurrent unit network-based cellular traffic prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Gated recurrent unit network-based cellular traffic prediction,

Reference 12

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 92c46e8a-3b97-435d-9ec0-23a91e4db5b4 · outbound

This paper cites Mobile traffic prediction from raw data using LSTM networks,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Mobile traffic prediction from raw data using LSTM networks,

Reference 13

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 635c2cd4-7b13-4258-838d-9e9038e70b9a · outbound

This paper cites Pc2a: Predicting collective contextual anomalies via lstm with deep generative model,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Pc2a: Predicting collective contextual anomalies via lstm with deep generative model,

Reference 14

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 2580ed41-fbd2-49bc-ad38-145ff5abcfb0 · outbound

This paper cites Time-wise attention aided convolutional neural network for data-driven cellular traffic prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Time-wise attention aided convolutional neural network for data-driven cellular traffic prediction,

Reference 15

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 611b57a4-b774-4d8d-9226-2cbcce86a5a1 · outbound

This paper cites Spatiotemporal feature residual propagation for action prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Spatiotemporal feature residual propagation for action prediction,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 0d8da8e1-9058-48a6-95bc-f223234bf1d2 · outbound

This paper cites Wireless traffic modeling and prediction using seasonal ARIMA models,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Wireless traffic modeling and prediction using seasonal ARIMA models,

Reference 17

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation c5f3fb1a-22eb-41ad-9e6b-9d26a137ea7a · outbound

This paper cites Traffic prediction for mobile network using Holt-Winter’s exponential smoothing,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Traffic prediction for mobile network using Holt-Winter’s exponential smoothing,

Reference 18

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation fc7278c2-5086-48c4-b6e3-31cdfb20d0d5 · outbound

This paper cites DynaNet: Neural Kalman dynamical model for motion estimation and prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism DynaNet: Neural Kalman dynamical model for motion estimation and prediction,

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 99472bbf-14f7-4681-a8c3-8313290143c5 · outbound

This paper cites KalmanNet: Neural network aided Kalman filtering for partially known dynamics,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism KalmanNet: Neural network aided Kalman filtering for partially known dynamics,

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 338324b3-c1cc-49c0-b2c5-5fcfce0f1ff6 · outbound

This paper cites Deep state space models for time series forecasting,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Deep state space models for time series forecasting,

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 7d1de2db-d602-4928-b9ae-cc6346e63fbf · outbound

This paper cites Time series prediction using support vector machines: A survey,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Time series prediction using support vector machines: A survey,

Reference 22

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 69aafc70-313a-4dc1-9a2c-c660dad158da · outbound

This paper cites Deep learning for network traffic monitoring and analysis (NTMA): A survey,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Deep learning for network traffic monitoring and analysis (NTMA): A survey,

Reference 23

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation b805a7b1-c574-436b-9d77-135fe76f05ab · outbound

This paper cites Deep learning for intelligent wireless net- works: A comprehensive survey,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Deep learning for intelligent wireless net- works: A comprehensive survey,

Reference 24

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation c2d00c2c-003f-40be-b449-686b3e4f12f0 · outbound

This paper cites Cellular traffic prediction with machine learning: A survey,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Cellular traffic prediction with machine learning: A survey,

Reference 25

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 15c579fb-5a5f-4eee-9f23-2d4757f8d0ee · outbound

This paper cites A dual-stage attention-based recurrent neural network for time series prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism A dual-stage attention-based recurrent neural network for time series prediction,

Reference 26

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raw_fallback, observed 2026-08-07T14:16:27.649705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 8028c3d6-d392-41f4-8002-4f04f54ff906 · outbound

This paper cites Spatio-temporal wireless traffic prediction with recurrent neural network,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Spatio-temporal wireless traffic prediction with recurrent neural network,

Reference 27

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no resolver link, observed 2026-08-07T14:16:12.598162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:16:12.598162Z digest=sha256:02ba112cccaf60ba55eb85cb859f134d06a03ef858c00302e020967b4b53e16a

Observation 21984cac-7a17-454b-8ac2-078802f2064e · outbound

This paper cites Short-term residential load forecasting based on LSTM recurrent neural network,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Short-term residential load forecasting based on LSTM recurrent neural network,

Reference 28

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raw_fallback, observed 2026-08-07T14:16:27.467731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 677ac577-c3a5-4011-99e7-15970d1989bf · outbound

This paper cites A deep learning framework with spatial-temporal attention mechanism for cellular traffic prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism A deep learning framework with spatial-temporal attention mechanism for cellular traffic prediction,

Reference 29

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raw_fallback, observed 2026-08-07T14:16:27.294568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 14987406-9463-466d-9a70-6d09d5217c39 · outbound

This paper cites Cellular traffic load prediction with LSTM and Gaussian process regression,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Cellular traffic load prediction with LSTM and Gaussian process regression,

Reference 30

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raw_fallback, observed 2026-08-07T14:16:27.076115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 767c2862-3e23-4a33-9430-653d66a0bdd4 · outbound

This paper cites Data-augmentation- based cellular traffic prediction in edge-computing-enabled smart city,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Data-augmentation- based cellular traffic prediction in edge-computing-enabled smart city,

Reference 31

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raw_fallback, observed 2026-08-07T14:16:26.848990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 8dee4e23-5279-43bf-b136-fc627ff1be69 · outbound

This paper cites Mobile demand forecasting via deep graph-sequence spatiotemporal modeling in cellular networks,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Mobile demand forecasting via deep graph-sequence spatiotemporal modeling in cellular networks,

Reference 32

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raw_fallback, observed 2026-08-07T14:16:26.523849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 558d545d-264f-4dcb-aaa0-b45e61a0b1e2 · outbound

This paper cites Cellular network traffic prediction incorporating handover: A graph convolutional approach,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Cellular network traffic prediction incorporating handover: A graph convolutional approach,

Reference 33

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raw_fallback, observed 2026-08-07T14:16:26.348224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:13.460937Z digest=sha256:03c70248a037e67c87fc480dcef49231b8a64c9f9ea03b874d57e608e10500d4

Observation 82812f9b-fc58-411a-ac25-df14a2750033 · outbound

This paper cites Graph attention spatial- temporal network with collaborative global-local learning for citywide mobile traffic prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Graph attention spatial- temporal network with collaborative global-local learning for citywide mobile traffic prediction,

Reference 34

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raw_fallback, observed 2026-08-07T14:16:26.161760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:13.570725Z digest=sha256:405571c29a606a994d7add6d1ce1603b10a5be704c51f693e30153dd9e1937d8

Observation 7eb9c5f5-f230-44b1-87ee-a65827e17935 · outbound

This paper cites Graph-based deep learning for communication networks: A survey,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Graph-based deep learning for communication networks: A survey,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:26.067831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:13.647564Z digest=sha256:2a19df662cd51ed452babe7d54163c12b027f43bf4775cd17f3fe91df42a703d

Observation 198a7867-caea-4a9e-ba12-441e24ea6f87 · outbound

This paper cites Network traffic prediction based on diffusion convo- lutional recurrent neural networks,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Network traffic prediction based on diffusion convo- lutional recurrent neural networks,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:25.913316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:13.736541Z digest=sha256:242a2bda9313d5d2804270576b209167dbde1f1de7d8ce257b3e422b9dd8ad0f

Observation 86df72a2-205a-45af-812a-18bb0c03b240 · outbound

This paper cites Big data driven mobile traffic understanding and forecasting: A time series approach,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Big data driven mobile traffic understanding and forecasting: A time series approach,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:25.712890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:13.827481Z digest=sha256:edb565253f89f66cc475f6f296949459718aa083922dbc3a24021bf3a4861f2f

Observation 73cbb814-a7b3-498d-b182-dd10f974067c · outbound

This paper cites Spatio-temporal analysis and prediction of cellular traffic in metropo- lis,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Spatio-temporal analysis and prediction of cellular traffic in metropo- lis,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:25.516982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:13.918276Z digest=sha256:0400e22da6bf08247ae94ddd3f48a4e65cf1d736994280db0a9d3aa4950444c1

Observation 494c3c9f-60af-4dcc-9413-e0c75cc3cb70 · outbound

This paper cites Towards accurate prediction for high-dimensional and highly-variable cloud workloads with deep learning,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Towards accurate prediction for high-dimensional and highly-variable cloud workloads with deep learning,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:25.363550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:13.993297Z digest=sha256:1fd64ed03faa1abb7792a67806113d652c7eff2b83ebeac4a6031f975660bfa7

Observation 74107065-92e3-47b6-8a6d-d16c1ffdaed8 · outbound

This paper cites Spatiotemporal modeling and prediction in cellular networks: A big data enabled deep learning approach,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Spatiotemporal modeling and prediction in cellular networks: A big data enabled deep learning approach,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:25.162838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:14.067667Z digest=sha256:faa01ee29eda555552208043c8b5e0f6a9315f21a6492da7c8e740bf3d38e0b4

Observation fda13479-5252-411f-8668-5ce1d8198f70 · outbound

This paper cites Citywide cellular traffic prediction based on densely connected convolutional neural networks,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Citywide cellular traffic prediction based on densely connected convolutional neural networks,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:24.891747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:14.152652Z digest=sha256:9faebe31380f3c3692305d172a8ca94b2837709dfb44e2bb16820b74e5c17655

Observation cf8b955c-2793-48fc-a763-fa128199e940 · outbound

This paper cites DeepRTP: A deep spatio-temporal residual network for regional traffic prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism DeepRTP: A deep spatio-temporal residual network for regional traffic prediction,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:24.563856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:14.235878Z digest=sha256:b1a8b17a8e8deb24b7c89c953fb3211bfe08be066226eaa3b9981638a1be08e3

Observation 909a43f0-414f-4728-8e34-072f1f66fa2a · outbound

This paper cites A study of deep learning networks on mobile traffic forecasting,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism A study of deep learning networks on mobile traffic forecasting,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:24.259391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:14.338794Z digest=sha256:001b45e45e5a386a64beef80dbf2c6e4c7462c0cda004021ef321583eab47ba7

Observation b7c3faf6-0265-45d2-a879-b9cbe1a74bac · outbound

This paper cites Deep irregular convolutional residual LSTM for urban traffic passenger flows prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Deep irregular convolutional residual LSTM for urban traffic passenger flows prediction,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:23.989074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:14.504284Z digest=sha256:0d062b257807364cada37232fae427f00bf5e4f76885d8a98878993749d42519

Observation ca819147-e881-46cb-ac32-fa213ec624fb · outbound

This paper cites Spatial-temporal attention-convolution network for citywide cellular traffic prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Spatial-temporal attention-convolution network for citywide cellular traffic prediction,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:23.740521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:14.672276Z digest=sha256:27f8e12c71fa35fffe7e4f224cd15171fc24afeda60d0cc4af01d678214a1050

Observation 6495f2c2-ba57-42d3-883e-d954ab847da9 · outbound

This paper cites ST-Tran: Spatial-temporal transformer for cellular traffic prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism ST-Tran: Spatial-temporal transformer for cellular traffic prediction,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:23.429470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:14.789440Z digest=sha256:6fca010b87cdff3e42567fc695117f874804fee57cc8336850aac44fe32f7534

Observation bb522341-925e-4c51-9421-fb71192438d9 · outbound

This paper cites Deep learning for spatio-temporal data mining: A survey,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Deep learning for spatio-temporal data mining: A survey,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:23.123805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:14.961810Z digest=sha256:51dbb0fdee5f110bb7fc3a9af7c800db249adab33e1a611276afbc700d6f1511

Observation b1fee08a-52b8-462d-8971-bbf346fb9eee · outbound

This paper cites DeepTP: An end-to- end neural network for mobile cellular traffic prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism DeepTP: An end-to- end neural network for mobile cellular traffic prediction,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:22.820944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:15.051092Z digest=sha256:cde853c7b83a04f6bb234605dec93a0d7c8b098d9689a0bb9549b04523181da2

Observation 4c4cc0a8-9ae3-48f6-a1c9-8ed77be31c87 · outbound

This paper cites ST-DenNetFus: A new deep learning approach for network demand prediction,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism ST-DenNetFus: A new deep learning approach for network demand prediction,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:22.570802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:15.202786Z digest=sha256:a7b53947dffb4d406a212e7a01ec69ece673919d121595e75b8e50a8e63d8427

Observation 2707668b-bb09-49bb-9e7b-97c54c069c96 · outbound

This paper cites Deep transfer learning for intelligent cellular traffic prediction based on cross-domain big data,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Deep transfer learning for intelligent cellular traffic prediction based on cross-domain big data,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T14:16:15.311981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:16:15.311981Z digest=sha256:bd5301b27b032cfa4cc739b6674370c1f5f5c8055d54c701d2566c2e0809e049

Observation 51f26361-9e3c-4056-b41a-81304b9cde22 · outbound

This paper cites DeepAuto: A Hierarchical Deep Learning Framework for Real-Time Prediction in Cellular Networks.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism DeepAuto: A Hierarchical Deep Learning Framework for Real-Time Prediction in Cellular Networks

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:16:18.841699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:15.448292Z digest=sha256:c3dedc16b2521aed91c937f07b28f985962c6aad6fb51654a9f51cfc66dbd25b

Observation 8f5a16cd-19f8-49df-8514-2efa9fdbf4dd · outbound

This paper cites From Twitter to traffic predictor: Next-day morning traffic prediction using social media data,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism From Twitter to traffic predictor: Next-day morning traffic prediction using social media data,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:22.281243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:15.600237Z digest=sha256:7952fd542e7991e0ad1d56808e07bda8e5b073949a5fd9aac08a79bc1dd32781

Observation d38ef536-2dea-4169-bedd-7fa927c692cf · outbound

This paper cites Modeling long- and short- term temporal patterns with deep neural networks,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Modeling long- and short- term temporal patterns with deep neural networks,

Reference 53

Resolution
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raw_fallback, observed 2026-08-07T14:16:22.136258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:15.744956Z digest=sha256:efb3048df8732896558e2bddc6b5dce97d5e0d13d1a4f94183ab548a96ad2685

Observation ed21a052-664d-4d03-9cb5-83a6630d7efa · outbound

This paper cites Towards better forecasting by fusing near and distant future visions,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Towards better forecasting by fusing near and distant future visions,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:21.895979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:15.830671Z digest=sha256:3dda6a4abb2a9a5db702de4b005fea534242b362a9cdbc2976d4016c354f71bb

Observation c976d876-48dc-461f-a056-a478ff4136d2 · outbound

This paper cites Attention is all you need,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Attention is all you need,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:21.667962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:15.968646Z digest=sha256:9f882dfd7a289fcc1f396376f8ddf8a97debd5380bf849cb2a7b97c6d3796670

Observation 91b1247e-6bbe-427e-adff-77a0a49cec96 · outbound

This paper cites Recurrent Kalman networks: Factorized inference in high-dimensional deep feature spaces,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Recurrent Kalman networks: Factorized inference in high-dimensional deep feature spaces,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:21.419706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:16.106939Z digest=sha256:ed55637d3461e634effd9b6d4eb518e934ddd72e295c24c9ddbce04acd99b242

Observation 0bc1d5d8-edac-44a5-b3b9-510e1015196c · outbound

This paper cites Long short-term memory Kalman filters: Recurrent neural estimators for pose regularization,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Long short-term memory Kalman filters: Recurrent neural estimators for pose regularization,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:21.230529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:16.266458Z digest=sha256:c6a8e6938eae581f19afefa750689ca6a6d7205dcf72e2b31a2147a505dceb02

Observation 22d3fbf6-d6c5-40ea-b9da-4a6a71e1082f · outbound

This paper cites Moving horizon estimation for multirate system with time-varying time-delays,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Moving horizon estimation for multirate system with time-varying time-delays,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:21.027834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:16.446405Z digest=sha256:9dacc56517ae70cf0388676e2c333473c668065e5f2a6c8671440517f8aee69c

Observation ddf9c13d-9d6b-43a8-b830-df19a2ae587e · outbound

This paper cites Kalman filtering in R,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Kalman filtering in R,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:20.820227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:16.607768Z digest=sha256:dc79b28b58194d061d0d66f82bf951ef25809a0e04480e93c06eb53948a2a5f6

Observation 89c8eef5-5b3f-4d73-ae76-7085762ce55c · outbound

This paper cites Stochastic stability of the discrete-time extended Kalman filter,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Stochastic stability of the discrete-time extended Kalman filter,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:20.626821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:16.721008Z digest=sha256:5c4c7bdabd27677435901be704cd1e312793a99222d43199c346bf85c76ff767

Observation 5bbf96b5-8a88-4cb2-abd5-9dfdb00fa257 · outbound

This paper cites Kalman filters for nonlinear systems and heavy-tailed noise,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Kalman filters for nonlinear systems and heavy-tailed noise,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:20.397978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:16.832867Z digest=sha256:a17d8a59d982abe29a8634d97d48f2043a9b0f21ce640a4a0810269d4688a5e7

Observation 95e226ba-d2b8-4dd3-99bf-5e63a5ddb574 · outbound

This paper cites On iterative unscented Kalman filter using optimization,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism On iterative unscented Kalman filter using optimization,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:20.204942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:16.944570Z digest=sha256:91e2fa292e5d0315b8f20a38acb65069eff3cdfc68985933601d693b9597e092

Observation 37a4823d-c2a4-4252-8cc5-9a67404a5f6f · outbound

This paper cites A multi-source dataset of urban life in the city of Milan and the province of Trentino,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism A multi-source dataset of urban life in the city of Milan and the province of Trentino,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:20.003472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:17.065666Z digest=sha256:8ba68039087609cdb7901689f4cc0c1993a75f331a0e36697f8e53ce7b2125ff

Observation 36be9673-c2cc-4d94-bdd1-9ee0f260e738 · outbound

This paper cites Telecommunications - SMS, Call, Internet - MI,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Telecommunications - SMS, Call, Internet - MI,

Reference 64

Resolution
malformed identifier
no resolver link, observed 2026-08-07T14:16:17.169544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:16:17.169544Z digest=sha256:9dc6f596ac67fc6e425c07cfa14d60489e1c161f69c1aaac4bf26c4cdd98fb47

Observation cb1995a1-10c8-4619-b8f5-227c6db6984c · outbound

This paper cites Telecommunications - SMS, Call, Internet - TN,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Telecommunications - SMS, Call, Internet - TN,

Reference 65

Resolution
malformed identifier
no resolver link, observed 2026-08-07T14:16:17.207971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:16:17.207971Z digest=sha256:67683efc6d29a471bc97ffec74fac20ebcc90d0dcd028a40b8e1d08de4bae88c

Observation 2155150a-bd76-4fe1-aa92-a8ad3c6d780a · outbound

This paper cites Social Pulse - Milano,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Social Pulse - Milano,

Reference 66

Resolution
verified exact
doi, observed 2026-08-07T14:16:18.517006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:17.326860Z digest=sha256:4aaf4c410d17344ed817555a02f0282bce5c779d40d8b6516d38f0806512e738

Observation 06ec7fd6-8132-475e-b11f-21f77b03cdaa · outbound

This paper cites MilanoToday,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism MilanoToday,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:19.783558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:17.435224Z digest=sha256:b6068d0707677f279f722853c68fbe804e371f32d9c0683590739861c20c8ec1

Observation aeeabda8-e6ef-4a37-87fd-5e25ddfaf8f3 · outbound

This paper cites Social Pulse - Trentino,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Social Pulse - Trentino,

Reference 68

Resolution
verified exact
doi, observed 2026-08-07T14:16:18.298343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:17.517073Z digest=sha256:9fa5d126d59536949c96895498a869673c50bd021301e2ee1fef7d10200f2c2c

Observation 0cc5b818-7883-4c03-9b8c-d9e9e9e117a6 · outbound

This paper cites TrentoToday,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism TrentoToday,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:19.607632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:17.623381Z digest=sha256:dd714ee15f5c54727589a263340635eef7707c4c13c213ab917cf566afc1c97e

Observation 239d702e-003b-4bb5-942e-ffa71cbc3605 · outbound

This paper cites Adam: A method for stochastic optimization,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Adam: A method for stochastic optimization,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:19.474580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:17.715524Z digest=sha256:4690ba809261be76ee382b058e8119d46207cf2737b1cb0fcb20fb58129ba000

Observation 1171e998-4c74-4742-a887-d3c834efeb02 · outbound

This paper cites Entry-flipped transformer for inference and prediction of participant behavior,.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Entry-flipped transformer for inference and prediction of participant behavior,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:19.248323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:17.852606Z digest=sha256:1466c665bf0830a34854ced99586562eed8d7d55b5d986a422e3076c9aee2fc1

Observation c2d8c8fc-03b4-4744-b507-fc44171ebcd1 · outbound

This paper cites Interpretable Deep Feature Propagation for Early Action Recognition.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Interpretable Deep Feature Propagation for Early Action Recognition

Reference 72

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:16:18.702708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:17.971323Z digest=sha256:64b46b58632bbf40f199e6818b1ba76f8536e5ad888bc9f931192a662d6ce9d4

Observation 51bf30d3-7f09-46b7-b643-0cd8a0525460 · outbound

This paper cites Prior to joining CUHKSZ in 2015, he held research positions at Huawei (USA), Mitsubishi Electric Research Labs (MERL), Boston and Sony, Tokyo, Japan.

Cellular Traffic Prediction via Deep State Space Models with Attention Mechanism Prior to joining CUHKSZ in 2015, he held research positions at Huawei (USA), Mitsubishi Electric Research Labs (MERL), Boston and Sony, Tokyo, Japan

Reference 2008

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:16:19.047273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T14:16:18.076642Z digest=sha256:dac7e17d085cafed1207c1c00da85e860a3d63f4bd605de001210380982dfa4b

Pith citing papers

No inbound Pith citation observations are available.