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Paper Citation Record · LEDGER

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic

As of 15 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 1 inbound Pith citation observation for arXiv:2507.00304.

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

pith.paper-citation-record.v1
2507.00304 v1

Coverage vector

measured 87 of 87 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:24:53.221400Z

measured 88 of 88 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T08:18:28.691714Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T20:41:12.491136Z

Reference resolution

87 of 87 outbound references displayed

  • verified exact5
  • verified fuzzy70
  • unresolved10
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a5bf8869-f260-47b0-8338-01c6a8af5d7a · outbound

This paper cites Deep Learning on Network Traffic Prediction: Recent Advances, Analysis, and Future Directions.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Deep Learning on Network Traffic Prediction: Recent Advances, Analysis, and Future Directions

Reference 1

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no resolver link, observed 2026-08-06T21:24:52.888318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.888318Z digest=sha256:6b95e57b38bcd74ebeddbb79ebe08a5033f2725b6a90be48e134d2d2e2b7462c

Observation 5d91042c-490a-489b-8e03-5c5616ea4ee5 · outbound

This paper cites Short -term OD flow predicti on for urban rail transit control: A multi -graph spatiotemporal fusion approach.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Short -term OD flow predicti on for urban rail transit control: A multi -graph spatiotemporal fusion approach

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.892801Z digest=sha256:c792faa57bc3464d5bb0780c71f8e406490f280b4c77de98e51a70c668e95ed2

Observation 65fee9be-51e2-46d2-b4f6-c7547c0f0b0e · outbound

This paper cites Deep learning with long short -term memory for time series pred iction.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Deep learning with long short -term memory for time series pred iction

Reference 3

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no resolver link, observed 2026-08-06T21:24:52.896790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.896790Z digest=sha256:98ae9a53948341415b31067c3741399db371f51d3e2b613ec0466553d26d5410

Observation 87e72de2-58d8-48da-a254-54a2c05383ee · outbound

This paper cites Uniformity and deformation: A benchmark for multi -fish real -time tracking in the farming.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Uniformity and deformation: A benchmark for multi -fish real -time tracking in the farming

Reference 4

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no resolver link, observed 2026-08-06T21:24:52.901067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.901067Z digest=sha256:45b983c70a357f1eb9331b2baf39df5aaff8429859e1f3d87e3d545fbcaa6917

Observation 7a841840-b16e-459f-98fb-d8998a9ecba0 · outbound

This paper cites A critical review of RNN and LSTM variants in hydrological time series predictions.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic A critical review of RNN and LSTM variants in hydrological time series predictions

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.905380Z digest=sha256:2f438e6a3095a9321dcf2adf647f091ae88cdfc55b489beb56372232cb8d57e7

Observation 407e1d4f-ab1c-4e4f-9e56-f37ff2ca1e8f · outbound

This paper cites IoT network traffic classification: a deep learning method with Fourier transform -assisted hyperparameter optimization.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic IoT network traffic classification: a deep learning method with Fourier transform -assisted hyperparameter optimization

Reference 6

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no resolver link, observed 2026-08-06T21:24:52.909210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.909210Z digest=sha256:b19729afeec119ecd86ae57becb7d29e01085bb33f4904e2922c490b21a81c9a

Observation 2c0a297a-f8d2-4bc5-84f0-a7594863befe · outbound

This paper cites Rethinking Fourier Transform from A Basis Functions Perspective for Long- term Time Series Forecasting.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Rethinking Fourier Transform from A Basis Functions Perspective for Long- term Time Series Forecasting

Reference 7

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no resolver link, observed 2026-08-06T21:24:52.913879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.913879Z digest=sha256:27743258c8ec587788fe7d63fb30bb328c5ec908e108c1eec8c5313434653713

Observation 8e6d5ba3-6155-47f2-980c-1bc02b5ec42c · outbound

This paper cites Network Traffic Prediction Based on Short- Time Fourier Transform and Koopa.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Network Traffic Prediction Based on Short- Time Fourier Transform and Koopa

Reference 8

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raw_fallback, observed 2026-08-06T21:25:03.352484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.917545Z digest=sha256:937c016ddcf52735caf2f8e7eff5a0d212adf72fd05e776e1c4c0f332493fd14

Observation f450955a-334f-4494-bc97-7931b71767f6 · outbound

This paper cites Deep Learning in Carbon Neutrality Forecasting: A Study on the SSA-Attention-BIGRU Network.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Deep Learning in Carbon Neutrality Forecasting: A Study on the SSA-Attention-BIGRU Network

Reference 9

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raw_fallback, observed 2026-08-06T21:25:03.062204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 15832a72-5d59-4460-8f1c-43625bbc963d · outbound

This paper cites Short -term traffic flow forecast based on ARIMA -SVM combined model.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Short -term traffic flow forecast based on ARIMA -SVM combined model

Reference 10

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raw_fallback, observed 2026-08-06T21:25:02.871922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 7269daf7-642a-4b55-a5f8-40295a2b9782 · outbound

This paper cites An empirical study on personalized product recommendation based on cross -border e-commerce customer data analysis.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic An empirical study on personalized product recommendation based on cross -border e-commerce customer data analysis

Reference 11

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raw_fallback, observed 2026-08-06T21:25:02.597312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.928242Z digest=sha256:1ae241eb5edee4df9b0aa89c6884bf46061b9b0b9b17dc7dc67e0d85414682df

Observation 55a6604f-9d15-40b1-b5c1-3240a1ab6fae · outbound

This paper cites Robustness verification for knowledge- based logic of risky driving scenes.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Robustness verification for knowledge- based logic of risky driving scenes

Reference 12

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raw_fallback, observed 2026-08-06T21:25:02.416193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.931949Z digest=sha256:d2a9f048efc98695c3175177c8cf9034eca618832ec0f6110aa19c9786290112

Observation c913d2f7-5121-4247-bb52-53fa11d1aafc · outbound

This paper cites Intelligent traffic flow prediction using optimized GRU model.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Intelligent traffic flow prediction using optimized GRU model

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.935387Z digest=sha256:98867465cce2617cf43e7819bd57198dae9bac3832e3f10c838da1de56556948

Observation 74e40f69-0ce3-4740-ba9d-f499985f885d · outbound

This paper cites Optimizing supply chain management through BO -CNN- LSTM for demand forecasting and inventory management.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Optimizing supply chain management through BO -CNN- LSTM for demand forecasting and inventory management

Reference 14

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raw_fallback, observed 2026-08-06T21:25:02.033187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.939080Z digest=sha256:4058bc448a9bcb3985d822ec954e8152f1897589a3fd465a46873067f9f33332

Observation f88c222a-9199-4d3a-8fef-7596c4c7e678 · outbound

This paper cites Transformer learning for traffic prediction in mobile networks.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Transformer learning for traffic prediction in mobile networks

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.942778Z digest=sha256:a860814e0a4a174da42e60d1b206e6dc21ee68ef9d6921b420149f026830d2f3

Observation 8e95742d-e491-47d9-8b93-eb9426a09527 · outbound

This paper cites Multi class SVM algorithm with active learning for network traffic classification.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Multi class SVM algorithm with active learning for network traffic classification

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation f2807054-a83a-4a56-9778-356dc89cfd0b · outbound

This paper cites The Headaches of Developing a Concussion App for Youth: Balancing Clinical Goals and Technology.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic The Headaches of Developing a Concussion App for Youth: Balancing Clinical Goals and Technology

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.950313Z digest=sha256:b31d789278d5273c5e3b52b5bd3f3faeb7c1e74400de2ec2cb5fa05ceb6b556c

Observation ea81d612-314f-4a52-ba07-a41b6f1ccbd3 · outbound

This paper cites An Attention and Wavelet Based Spatial -Temporal Graph Neural Network for Traffi c Flow and Speed Prediction.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic An Attention and Wavelet Based Spatial -Temporal Graph Neural Network for Traffi c Flow and Speed Prediction

Reference 18

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raw_fallback, observed 2026-08-06T21:25:01.416064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.954477Z digest=sha256:a9aad8c1c47c22e9b1d6a64d80163d0e891f4ed90e97b9474d3f1361ebb839e5

Observation 2400c9c3-3f19-4842-84d0-5e6499fc7861 · outbound

This paper cites Strategic Focus, Tasks, and Paths for Promoting New Productive Forces to Advance Chinese-style Modernization.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Strategic Focus, Tasks, and Paths for Promoting New Productive Forces to Advance Chinese-style Modernization

Reference 19

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raw_fallback, observed 2026-08-06T21:25:01.251373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 66156c8a-d934-4610-b02b-fd5d3da60cf0 · outbound

This paper cites TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Reference 20

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no resolver link, observed 2026-08-06T21:24:52.963691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.963691Z digest=sha256:7529de677933644fa093bb155ff57d9b142a6700c05ef62a6c39054d21b0dab5

Observation faabceb6-ab53-4625-a547-b02f67cfad1c · outbound

This paper cites Cross -modal knowledge transfer for 3D point clouds via graph offset prediction.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Cross -modal knowledge transfer for 3D point clouds via graph offset prediction

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.967770Z digest=sha256:edf92d697ca3058730d376b81b3612a10cf522f10572a5629c1c613114fc2154

Observation ee24205b-4e47-4e64-966c-0540b7688cb7 · outbound

This paper cites Optimization of automated garbage recognition model based on resnet- 50 and weakly supervised cnn for sustainable urban development.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Optimization of automated garbage recognition model based on resnet- 50 and weakly supervised cnn for sustainable urban development

Reference 22

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raw_fallback, observed 2026-08-06T21:25:00.903574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 057a98d7-6766-47e8-8768-01d31a704412 · outbound

This paper cites E-commerce review sentiment analysis and purchase intention prediction based on d eep learning technology.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic E-commerce review sentiment analysis and purchase intention prediction based on d eep learning technology

Reference 23

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raw_fallback, observed 2026-08-06T21:25:00.813808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.975521Z digest=sha256:394c04961ff3d5a90bc0ad884a04236e285ab80b3e02744ab9e9106f5ba5e796

Observation d8f299f9-2e00-4a9c-b7b3-136241081cd2 · outbound

This paper cites Crop prediction model using machine learning algorithm s.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Crop prediction model using machine learning algorithm s

Reference 24

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raw_fallback, observed 2026-08-06T21:25:00.679863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.979588Z digest=sha256:2ae5ed4724304e293918582f4b869a556e50c361340b8146cc00d81e210d9c33

Observation d89ff835-f250-4bfd-9110-4dc5af5f2e2d · outbound

This paper cites Self -superv ised learning -based multi -source spectral fusion for fruit qual ity evaluation: A case study in mango fruit ripeness Transactions and Journals 16 prediction.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Self -superv ised learning -based multi -source spectral fusion for fruit qual ity evaluation: A case study in mango fruit ripeness Transactions and Journals 16 prediction

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-06T21:25:00.556144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.983556Z digest=sha256:1c9905f50dcdb3205aad988ca68a0ea39a9ca20d6f5223daf3c40d766b1bef63

Observation b7203af7-f5e0-43b4-8c33-15267013b5b5 · outbound

This paper cites A Hybrid Traffic Speed Forecasting Approach Integrating Wavelet Transform and Motif-based Graph Convolutional Recurrent Neural Network.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic A Hybrid Traffic Speed Forecasting Approach Integrating Wavelet Transform and Motif-based Graph Convolutional Recurrent Neural Network

Reference 26

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unresolved
no resolver link, observed 2026-08-06T21:24:52.988011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.988011Z digest=sha256:048e8768145f0c0419884eff55a36ed107c1ea7f063559d0b4602d838b81d5f6

Observation fbd12993-428d-473a-b9b5-bb13f73a8b0d · outbound

This paper cites Rethinking graph neural networks for anomaly detection.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Rethinking graph neural networks for anomaly detection

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-06T21:25:00.435876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.992010Z digest=sha256:b3b241b279357d1d98860a88b2ecd2b72470dd57b5bfeba8d1b601d5e1746216

Observation 8bcbf0d1-f5f6-4c05-8477-cecef6a2481d · outbound

This paper cites Detection of Kidney Diseases: Importance of Feature Selection and Classifiers.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Detection of Kidney Diseases: Importance of Feature Selection and Classifiers

Reference 28

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raw_fallback, observed 2026-08-06T21:25:00.327888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.995877Z digest=sha256:93d56f45517dbd6703e4c794938ee47b50e350eb7b4058931811fa7af7201277

Observation 775acb66-80b8-4591-9fea-25d395092b9d · outbound

This paper cites Cross -Checking- Based Trademark Image Retrieval for Hot Company Detection.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Cross -Checking- Based Trademark Image Retrieval for Hot Company Detection

Reference 29

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raw_fallback, observed 2026-08-06T21:25:00.202813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:52.999423Z digest=sha256:b7ab813b1170a9b2fcfe4714a005c2cf62d24ab3a865650f9ff6d7280e88fb40

Observation cdca5559-19de-4aff-a0bc-06dafa978403 · outbound

This paper cites Bilateral Feature Fusion with hexagonal attention for robust saliency detection under uncertain environments.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Bilateral Feature Fusion with hexagonal attention for robust saliency detection under uncertain environments

Reference 30

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raw_fallback, observed 2026-08-06T21:25:00.110490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.003040Z digest=sha256:e79b555848f42738537519a90274861d52130810a07626afb4792f0330770c17

Observation af64fd52-2d3d-4dc0-b9c5-6b9e38989b80 · outbound

This paper cites Attention enhance d machine instinctive vision with human -inspired saliency detection.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Attention enhance d machine instinctive vision with human -inspired saliency detection

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-06T21:24:59.986876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.006581Z digest=sha256:3cd13b7d3f07d8991a1371cffdc1c566ae7146983a43ec21b9a5ab057aab5a90

Observation 6c8b3b00-2385-4e14-80a6-adf970d4ad18 · outbound

This paper cites Analysis and detection against network attacks in the overl apping phenomenon of behavior attribute.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Analysis and detection against network attacks in the overl apping phenomenon of behavior attribute

Reference 32

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raw_fallback, observed 2026-08-06T21:24:59.822341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.010308Z digest=sha256:3fa4ac6c17971fa1fd57466632cf19b633811a2b3815598f2452e6efe8d3bf66

Observation a1b62fa4-6076-47d6-bece-3e8d8b640a02 · outbound

This paper cites DDoS attack detection using heuristics clustering algorithm and naıve bayes classification.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic DDoS attack detection using heuristics clustering algorithm and naıve bayes classification

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-06T21:24:59.693632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.013898Z digest=sha256:d9fa5b7dac181f64b786f1ca75783c690fdc98e9581979a87a38314ad9739eed

Observation 8bf711bf-48df-4ee0-8403-0b90ac3615a3 · outbound

This paper cites Multi -Agent Reinforcement Learning for task allocation in the Internet of Vehicles: Exploring benefits and paving the future.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Multi -Agent Reinforcement Learning for task allocation in the Internet of Vehicles: Exploring benefits and paving the future

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:59.559503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.018193Z digest=sha256:0f3b67174c3b0cbb0a9d20361ae45474448423d3a7a2ba44aa837ac8326ea108

Observation 2b81083d-876c-419d-a370-612ee94368ec · outbound

This paper cites Performance metrics for the comparative analysis of clinical risk prediction models employing machine learning.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Performance metrics for the comparative analysis of clinical risk prediction models employing machine learning

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:59.372801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.022840Z digest=sha256:4e89d09dc2b88afb3399831abbddd2508d01c6e7e4624f4a9f38d5d341637d54

Observation 3491c572-7062-492c-b4be-7c97c2abce6b · outbound

This paper cites Temporal fusion transformers for interpretable multi -horizon time series forecasting.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Temporal fusion transformers for interpretable multi -horizon time series forecasting

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:59.210052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.027180Z digest=sha256:26c121f50f2fd0dc989d69194ddf5a66f8fbda0338c364c943d39f3b9673153f

Observation 88e75525-6399-4759-80f4-1aaa3fcf9283 · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Informer: Beyond efficient transformer for long sequence time-series forecasting

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:59.050614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.030815Z digest=sha256:6d0666456bdba88608b455bd24cb4dd80a71e791156afcedbb94fcf0b3772ddf

Observation 58f1fe41-4762-45fa-b760-2e9ad7042bf0 · outbound

This paper cites N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T21:24:53.034536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:53.034536Z digest=sha256:f476f2c6aa3bdda0d612bbeacbb14429bcf2e0eb8503dcce630ee9a939c8483b

Observation cbf57343-d364-4a23-8051-4dc3be539a77 · outbound

This paper cites Autoformer: Decomposition transformers with auto -correlation for lon g-term series forecasting.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Autoformer: Decomposition transformers with auto -correlation for lon g-term series forecasting

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:58.895585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.038666Z digest=sha256:9abfc2d7676e7a82ae4c3229659c4d383af8f789672146b9dfc996b2ec68b95b

Observation 296bb5f2-6191-4c82-938c-5e9521f78f1e · outbound

This paper cites Probabilistic load forecasting with generative models.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Probabilistic load forecasting with generative models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:58.747141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.042533Z digest=sha256:809ef34c1a729ab598b310ac2ef43a427f5ba8a94a918de7650ac1d850676c00

Observation 98f3ce9a-26aa-4d9c-842f-3b76e29177c7 · outbound

This paper cites Ubiquitous computation in internet of vehicles for human- centric transport systems.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Ubiquitous computation in internet of vehicles for human- centric transport systems

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:58.616312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.046932Z digest=sha256:61eaf69ed7d8072374856e7b7574ea57d07739a4c09ad4ef25fdb081c636f9a7

Observation 46805fb3-9210-421f-bab3-f8db6f5f08fe · outbound

This paper cites Visionary vigilance: Optimized YOLOV8 for fallen person detection with large- scale benchmark dataset.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Visionary vigilance: Optimized YOLOV8 for fallen person detection with large- scale benchmark dataset

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:58.456131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.050546Z digest=sha256:ed4e59aa7486b91b38bc85b55406c29c51a4056051762fa6158fced1570b8936

Observation 8e9dc2e1-f907-4be7-a38c-02761bd13f6c · outbound

This paper cites Data-efficient Trajectory Prediction via Coreset Selection.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Data-efficient Trajectory Prediction via Coreset Selection

Reference 43

Resolution
verified exact
raw_fallback, observed 2026-08-06T21:24:53.453961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.054221Z digest=sha256:522950de8ba0fff5fec5a79dcf7d0b41169c3ed3395d745c775cbdd89fc4266f

Observation 616053b7-b62b-4cbb-a199-1c8bbe55ce21 · outbound

This paper cites Electronic Health Records-Based Data-Driven Diabetes Knowledge Unveiling and Risk Prognosis.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Electronic Health Records-Based Data-Driven Diabetes Knowledge Unveiling and Risk Prognosis

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:58.314734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.057883Z digest=sha256:c09c13f3e70cfe5897200ce88f8bb289331a3134c6cc574246903bbf97e24f84

Observation 0bbe7604-2041-454c-937b-cd8a534c7698 · outbound

This paper cites Application of Deep Learning Models Based on EfficientDet and OpenPose in User- Oriented Motion Rehabilitation Robot Control.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Application of Deep Learning Models Based on EfficientDet and OpenPose in User- Oriented Motion Rehabilitation Robot Control

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:58.162415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.061537Z digest=sha256:58bc7ff0836f259279a10ae491602ffc45f2c58b384ede37d546656ca400cda2

Observation cdf62fd7-2d6d-4495-b2db-6c91bbbacf2b · outbound

This paper cites Integrating IoT data and reinforcement learning for adaptive macroeconomic policy optimization.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Integrating IoT data and reinforcement learning for adaptive macroeconomic policy optimization

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:58.013194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.065337Z digest=sha256:8bd9f1575f6b2fed987040d0017f6f3393f7726cb7f19b144c37d0b8b3fd33d9

Observation 4b419b95-fdbe-46e0-8499-0bc63f18b954 · outbound

This paper cites EITNet: An IoT- enhanced framework for real-time basketball action recognition.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic EITNet: An IoT- enhanced framework for real-time basketball action recognition

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:57.858968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.068870Z digest=sha256:95b664bd06b81aee8e0a09c7271c627c0b94fd077daf628d772d2c3eb6997786

Observation c66e441a-2c93-44c7-ae85-04b68820f773 · outbound

This paper cites GTA-Net: An IoT-integrated 3D human pose estimation system for real-time adolescent sports posture correction.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic GTA-Net: An IoT-integrated 3D human pose estimation system for real-time adolescent sports posture correction

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:57.710413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.073215Z digest=sha256:7302a62aa2e029c7883dc69207b284c7bfe0868688e6a5e3c1099eea6b470fc1

Observation 68406580-364c-439d-91dd-a7bd8ef835e4 · outbound

This paper cites The Design of Autonomous UAV Prototypes for Inspecting Tunnel Construction Environment.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic The Design of Autonomous UAV Prototypes for Inspecting Tunnel Construction Environment

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:57.491849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.077415Z digest=sha256:228d4645c62c5d7604b229885614bf2cfc85fb773cb9923f4ab39d780213baa2

Observation 9d764fcd-a617-4d61-9624-73ed1d1637dc · outbound

This paper cites Risk Analysis in Customer Relationship Management via QRCNN-LSTM and Cross-Attention Mechanism.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Risk Analysis in Customer Relationship Management via QRCNN-LSTM and Cross-Attention Mechanism

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:57.322348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.080887Z digest=sha256:8fc5f90d92f78ba259c0c1cdc21f7f5df30eaa3a20cfab2406778f508518a5ad

Observation e22dfe85-321a-4b68-a7a8-3c4909625c28 · outbound

This paper cites Deep Analysis of Time Series Data for Smart Grid Startup Strategies: A Transformer-LSTM- PSO Model Approach.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Deep Analysis of Time Series Data for Smart Grid Startup Strategies: A Transformer-LSTM- PSO Model Approach

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:57.127475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.084772Z digest=sha256:306a29965479e1e5f51e705cb8618974c96ad872c20cffa88d32dbcb5578081b

Observation ea6b1bd9-0832-49d9-91a4-7f6e85437207 · outbound

This paper cites Regional BDS satellite clock estimation with triple- frequency ambiguity resolution based on undifferenced observation.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Regional BDS satellite clock estimation with triple- frequency ambiguity resolution based on undifferenced observation

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:56.965881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.088783Z digest=sha256:fef8661ebb6ec366c717002a1bb1da902f96eea8e42314ccfe2d6fe3c4dbd6b2

Observation 708e991b-9786-48d7-b661-e005fc949e8a · outbound

This paper cites Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:56.851280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.092384Z digest=sha256:827d26f96ce9c84b62db2159fb29556daa625134e666db6d94393837f4b288bf

Observation 199752c5-5c1d-4a85-b194-47df4de3c0eb · outbound

This paper cites PLoc: A New Evaluation Criterion Based on Physical Location for Autonomous Driving Datasets.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic PLoc: A New Evaluation Criterion Based on Physical Location for Autonomous Driving Datasets

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:56.685238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.096000Z digest=sha256:b523cdbe399fa583b7efdd03115058e12bf22ececac0fdbb9257bec9de4da9a3

Observation 17e8dd30-018f-4cde-af30-f89129c42b48 · outbound

This paper cites DPMPC- Planner: A real-time UAV trajectory planning framework for complex static environments with dynamic obstacles.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic DPMPC- Planner: A real-time UAV trajectory planning framework for complex static environments with dynamic obstacles

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:56.501401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.099479Z digest=sha256:70d6e9519efb50058cc64ecd52dd5934a2d4c8be79ce2e0091784dd1c6a8d7f8

Observation 597477d6-be75-454a-a04e-bf8f52cbfc52 · outbound

This paper cites Anomaly Detection and Risk Early Warning System for Financial Time Series Based on the WaveLST- Trans Model.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Anomaly Detection and Risk Early Warning System for Financial Time Series Based on the WaveLST- Trans Model

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:56.279379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.103147Z digest=sha256:0bfc4c957fd8a46530eebf9b391c6ab835d2b3bd8bfb8ce06f903279b215db4c

Observation d46e9a10-45e0-4056-9747-f169b44d8cd5 · outbound

This paper cites Short and Long-Term Renewable Electricity Demand Forecasting Based on CNN-Bi-GRU Model.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Short and Long-Term Renewable Electricity Demand Forecasting Based on CNN-Bi-GRU Model

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:56.112149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.106641Z digest=sha256:002073544c7fb36e633135d0c74d9c5bc78531922ea5d6ad2ec03e5014b7ec3f

Observation fa7af2e1-dab6-4776-9791-d890612b08c5 · outbound

This paper cites Intelligent design and optimization of exercise equipment based on fusion algorithm of YOLOv5- ResNet 50.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Intelligent design and optimization of exercise equipment based on fusion algorithm of YOLOv5- ResNet 50

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:55.871000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.110209Z digest=sha256:a65cfb284ca52c07779e7c50df2d81f3779767812f5722c1b6119d626726227d

Observation 469670b6-474f-4653-a95e-b93af3aa363d · outbound

This paper cites DR-CircuitGNN: Training Acceleration of Heterogeneous Circuit Graph Neural Network on GPUs.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic DR-CircuitGNN: Training Acceleration of Heterogeneous Circuit Graph Neural Network on GPUs

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:55.631335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.113278Z digest=sha256:c3d17775ac4e3814edef13e42756d1d0b937b1677c91c50b54cbcca9e3eb2a7a

Observation aa703563-6462-4212-b60e-3a98aee3c1d7 · outbound

This paper cites Multi-GNSS satellite clock estimation constrained with oscillator noise model in the existence of data discontinuity.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Multi-GNSS satellite clock estimation constrained with oscillator noise model in the existence of data discontinuity

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:55.420574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.117058Z digest=sha256:54511a9cece877c6c15dd19e03d2e9987c4160f63931be66d8b09bd88177597c

Observation f972671e-ed8d-4adc-be8f-64e80b3faa8c · outbound

This paper cites TRIZ Method for Urban Building Energy Optimization: GWO-SARIMA-LSTM Forecasting model.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic TRIZ Method for Urban Building Energy Optimization: GWO-SARIMA-LSTM Forecasting model

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:55.209386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.120537Z digest=sha256:8643e947d53cc344148d33471ec95a3cb5d6b569214f9c4fa73fea50729dc01d

Observation 545de362-cf77-42da-8581-41a61b385051 · outbound

This paper cites Enhancing human pose estimation in sports training: Integrating spatiotemporal transformer for improved accuracy and real-time performance.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Enhancing human pose estimation in sports training: Integrating spatiotemporal transformer for improved accuracy and real-time performance

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:55.034084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.125204Z digest=sha256:e94caaa6ef4eefa81ef2fab60a6084c2d9e4f58812200b83ccbdc655ce26f543

Observation 0d72c1bb-a218-4768-a9f7-995e3ec4ecb7 · outbound

This paper cites MiM-UNet: An efficient building image segmentation network integrating state space models.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic MiM-UNet: An efficient building image segmentation network integrating state space models

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:54.788098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.128582Z digest=sha256:cd2ce210013e829959e01d58e59bd0558558aefb9b40bd19b78d055cb855005c

Observation 49401839-7359-490d-b2c0-6bef7446d44a · outbound

This paper cites Image anomaly detection and prediction scheme based on SSA optimized ResNet50-BiGRU model.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Image anomaly detection and prediction scheme based on SSA optimized ResNet50-BiGRU model

Reference 64

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:24:53.382103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.132205Z digest=sha256:2d770b649141496cf0e343860054b60809dad72fb06814b829ed9476fd175fd5

Observation 86f39c40-32d6-422f-87c2-ed9e8f6b30db · outbound

This paper cites Impact of Short-Duration Aerobic Exercise Intensity on Executive Function and Sleep.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Impact of Short-Duration Aerobic Exercise Intensity on Executive Function and Sleep

Reference 65

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:24:53.365813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.136046Z digest=sha256:2d9c041b6307973ccb3ae6ae591ab53576f32662b3f09eae4e1b512cef1196aa

Observation 15405e35-f3e3-4bb9-bfe1-63c979c444c7 · outbound

This paper cites Application of Deep Learning for Automatic Identification of Hazardous Materials and Urban Safety Supervision.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Application of Deep Learning for Automatic Identification of Hazardous Materials and Urban Safety Supervision

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:54.539247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.140027Z digest=sha256:19e66134246a63dea82fa6b085e0e2c1f6e30a973ed125cb939ca5b06e6453b0

Observation 570d2713-d491-4f83-a19d-7344b733ba83 · outbound

This paper cites Intelligent logistics management robot path planning algorithm integrating transformer and GCN network.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Intelligent logistics management robot path planning algorithm integrating transformer and GCN network

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:54.373902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.143506Z digest=sha256:29c2ceb8d0639c1c4e778657c2d949de088df5abbfc98f61f0258d0771b2d562

Observation bc3c547d-7c2d-4ae9-9bfc-a816ffb56a53 · outbound

This paper cites The effect of intelligent monitoring of physical exercise on executive function in children with ADHD.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic The effect of intelligent monitoring of physical exercise on executive function in children with ADHD

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:54.191998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.148181Z digest=sha256:33607e12a421db573c364689fb4fc24a14bcf6ea05e73e92bcb239066f1d8f82

Observation 2a0354ff-1f21-4c08-9017-5094a2e5f583 · outbound

This paper cites Real-time monitoring of lower limb movement resistance based on deep learning.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Real-time monitoring of lower limb movement resistance based on deep learning

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.982162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.151570Z digest=sha256:124dc2177a37366eca3bbefe6ef7d2ff67d8f93e90b18e6479be7d374433750e

Observation fa089dc2-0db4-4f6d-b50c-36697eacd11c · outbound

This paper cites LTPNet Integration of Deep Learning and Environmental Decision Support Systems for Renewable Energy Demand Forecasting.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic LTPNet Integration of Deep Learning and Environmental Decision Support Systems for Renewable Energy Demand Forecasting

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:24:53.349159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.154967Z digest=sha256:f31a9b4c85eb9be624e75f054535d80993c696cc4afe77244c3368fa481be7bf

Observation bd586531-b292-488c-9a14-e99d4ced5f65 · outbound

This paper cites Recording brain activity while listening to music using wearable EEG devices combined with Bidirectional Long Short-Term Memory Networks.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Recording brain activity while listening to music using wearable EEG devices combined with Bidirectional Long Short-Term Memory Networks

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.862145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.158778Z digest=sha256:9c1c31dd71c7a57707783cb061ac4f319cd373451126b7a1631e4fe2fd8d74e9

Observation 04bf40fa-17e1-4964-b3ec-6fa8929ef562 · outbound

This paper cites Automatic News Generation and Fact-Checking System Based on Language Processing.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Automatic News Generation and Fact-Checking System Based on Language Processing

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.833652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.163178Z digest=sha256:b2f50f58dabf3829a0bdd1ec52fb24684d974e4f8482aac84f3c4b1fdd3e21eb

Observation 2878e2e4-5992-4870-bb46-f5bb5579319a · outbound

This paper cites Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis

Reference 73

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:24:53.333310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.166787Z digest=sha256:34f5ffc54cdd0c137b9d518d903392a184ce81559327c1537036dc4ad4543199

Observation fed8f9fa-0432-4678-8bb7-a73c963f14c7 · outbound

This paper cites Optimized CNNs for Rapid 3D Point Cloud Object Recognition.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Optimized CNNs for Rapid 3D Point Cloud Object Recognition

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.803639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.170600Z digest=sha256:17d810e3d0d50c82ec92655cc43f9c997be7bda2f635672cb83d065e7d06dccc

Observation 024e1f8b-0a53-44c2-8402-d058cde05382 · outbound

This paper cites Theoretical Analysis of Meta Reinforcement Learning: Generalization Bounds and Convergence Guarantees.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Theoretical Analysis of Meta Reinforcement Learning: Generalization Bounds and Convergence Guarantees

Reference 75

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T21:24:53.316976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.174362Z digest=sha256:e2cc15265dfb14381eec3d802e2fcac5e43c09374e2f687ef4000e3de04d73a5

Observation 2dfbbd21-ed64-4d20-9382-bf627c630fdc · outbound

This paper cites Unsupervised Search for Ethnic Minorities' Medical Segmentation Training Set.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Unsupervised Search for Ethnic Minorities' Medical Segmentation Training Set

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.772290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.179442Z digest=sha256:0a958d68bf5c6eec9d02eebc3e4b9b47f9e8bc7212c833a5980b960868bfbc80

Observation e97e21ef-99b8-4c27-8d0c-9b6ba4f058cf · outbound

This paper cites Enhancing Visual Question Answering through Ranking-Based Hybrid Training and Multimodal Fusion.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Enhancing Visual Question Answering through Ranking-Based Hybrid Training and Multimodal Fusion

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.737806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.183620Z digest=sha256:aa2e50450e99e0e8b96b68d431d8039675efd653dc5d0295e0468b53f12ee792

Observation a2b62fb2-78a4-4b26-8b65-401b278f8845 · outbound

This paper cites Real-time monitoring and analysis of track and field athletes based on edge computing and deep reinforcement learning algorithm.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Real-time monitoring and analysis of track and field athletes based on edge computing and deep reinforcement learning algorithm

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.702904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.187251Z digest=sha256:135e211fc9218ac50220a5ea06b72b615761a60c7276d2d2f34459cfd99ca389

Observation 9ca80e33-32dc-42f0-8106-687362b1b7f4 · outbound

This paper cites IoT-based 3D pose estimation and motion optimization for athletes: Application of C3D and OpenPose.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic IoT-based 3D pose estimation and motion optimization for athletes: Application of C3D and OpenPose

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.671502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.191190Z digest=sha256:ecb6aafaff18e638eebf4b1f4e07e9a80fb51ee752d9c1fc29f828a1e45d38a0

Observation e004b680-3fec-409f-949c-fde3610f2e29 · outbound

This paper cites Optimization of automated Transactions and Journals 16 garbage recognition model based on ResNet-50 and weakly supervised CNN for sustainable urban development.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Optimization of automated Transactions and Journals 16 garbage recognition model based on ResNet-50 and weakly supervised CNN for sustainable urban development

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.639419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.194819Z digest=sha256:963e6e6d185c3cc2264aa2c3ec09dd65657280aef686a24b33c254cc50127cad

Observation 3f1a76b0-cb30-4650-b723-a4cbb55ee12c · outbound

This paper cites RTop-K: Ultra- Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic RTop-K: Ultra- Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.609463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.198527Z digest=sha256:0b274b82585d492533a508c56c61888e2e572aba22379ad55d9b60c30b007f3d

Observation 5dbdeb43-9fdd-4e57-962f-908c80c4aced · outbound

This paper cites CPLOYO: A pulmonary nodule detection model with multi-scale feature fusion and nonlinear feature learning.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic CPLOYO: A pulmonary nodule detection model with multi-scale feature fusion and nonlinear feature learning

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.582295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.202318Z digest=sha256:944256edd255af4e6f460df93fe457c98be4fd02ae97590371d2b7c47ae4e71d

Observation 5fb41502-72a0-4f8f-a941-b1a8d61cdedc · outbound

This paper cites Research on empirical correction models of GPS Block IIF and BDS satellite inter-frequency clock bias.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Research on empirical correction models of GPS Block IIF and BDS satellite inter-frequency clock bias

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.558070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.206356Z digest=sha256:9acc1a16f82c298190e63ed9d44c7d55e79b26221dedd388be4d811954df5a69

Observation d9e95142-88a2-4071-8fe2-69e045b00f9f · outbound

This paper cites Federated learning application on depression treatment robots (DTbot).

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Federated learning application on depression treatment robots (DTbot)

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.535820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.210639Z digest=sha256:d7e8ff841f29539e004d3615492d5d8cd56d12736cd94f54c1cf612b80697755

Observation 7065b718-2309-4c35-801f-4b0b34f934e3 · outbound

This paper cites Construction and optimization of health behavior prediction model for the older adult in smart older adult care.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Construction and optimization of health behavior prediction model for the older adult in smart older adult care

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.524176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.214356Z digest=sha256:05784fe72aa6fac403104e88d53c0faa51ac8e2f321722d1b89aa44194df1b9f

Observation 8e2ceea9-535f-4e85-8e3d-40fb7fe59259 · outbound

This paper cites Rumor Detection of Sina Weibo Based on MCF Algorithm.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic Rumor Detection of Sina Weibo Based on MCF Algorithm

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.510714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.218005Z digest=sha256:b9f714c3816a136f6f3dbf8ec14d66f236edc5da686bc0b29dc300478dafe9fb

Observation 25547658-2eb6-4c80-9167-2f8a5ee4f6fa · outbound

This paper cites DSEM-NeRF: Multimodal feature fusion and global-local attention for enhanced 3D scene reconstruction.

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic DSEM-NeRF: Multimodal feature fusion and global-local attention for enhanced 3D scene reconstruction

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:24:53.499732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:24:53.221400Z digest=sha256:89ad879686ebd7d6aca7409cba9f68c0bc232a6443a130428f7366f02d400336

Pith citing papers

Observation f03d2b97-2399-4d0d-9ae9-765a69d20c1c · inbound

AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting cites this paper.

AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:41:12.497900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-08T08:18:28.691714Z digest=sha256:bd2465ef5181b169fdf8f981859fd4b83896f46bc4a72543d22a450d81109203