Pith. sign in

Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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

Resolution
unresolved
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=sha256:7073859abcf1ca0d9bb1dbcb92287e7bd678c20841e5850fdc36e9f613efdfd0

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

Resolution
unresolved
no resolver link, observed 2026-08-06T21:24:52.892801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.892801Z digest=sha256:0faa9487025e9a33c474ed4d855a14a84fdf5b85106d08f2e24e9e57e833dc55

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

Resolution
unresolved
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=sha256:6e762b3c20cff3bb8fb9f4edb748f619bf5e7be7468e11ed10c345d5813b26bd

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

Resolution
unresolved
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:be3ca0f5ad050f4f3d928bf08f82e12ea62a1047d599018935b67542e7be04ae

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

Resolution
unresolved
no resolver link, observed 2026-08-06T21:24:52.905380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:52.905380Z digest=sha256:7faefdd3e575504d9ccb16b9d3b89f7be45084a993d4627b9322234f7774badc

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

Resolution
unresolved
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=sha256:3df2a9d65446449e9aeaebae070bfe498316a9f6a961cbe8c1dbee3dd543a0bf

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

Resolution
unresolved
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=sha256:76185eebb3d9fe94aaf5c3c479275c2dfa1ab07f508e17a357ab77220895148b

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.917545Z digest=sha256:b5afb8d578f15e73b1ee7a38a8f429a778f89307aa36f243fbdea53b19e25f59

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.921080Z digest=sha256:34bd4a060a13eb2b41b884bec7d05e88532931c82224b428001a6893c9142154

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.924570Z digest=sha256:8666b97acfc7a7051f9f787106d890f8454c4ae4fbdd79ab237bbb86fba63c24

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.928242Z digest=sha256:ae831b654a15a99ea4979e4ef707ae3d97e84c2424f77f4999b540a185577d9e

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.931949Z digest=sha256:c805a0f494329c35e8c1cfb6ea31eb75333cfb733634dd46bca5c5086695a515

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:25:02.263340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.935387Z digest=sha256:d2374fb5aac57d5695827e41d7d250fab428451464a14e99099f460dfcb0188c

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.939080Z digest=sha256:632b103782e065d3a6485e0ad74a3fa8c08efc417f917b5d0990f18b880d5185

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:25:01.849941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.942778Z digest=sha256:fe082ff8d9f15c343610160a681d6d0a82885d966aa1b73de9de197b79409087

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:25:01.633722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.946482Z digest=sha256:f3bf294cdfec1f5daba54f21177fcce4bc21beb6b0b805a2abca872935ef3bd0

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:25:01.512870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.950313Z digest=sha256:eea4a42b8c70649cccf6c902b13d4f5274c3ed8c923e933cfa53527652b40606

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

Resolution
malformed identifier
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.954477Z digest=sha256:2936b44590ff39b82bd967e2084f8bb2c0a2a2a7cb7146de3de937b47c3024f8

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.958983Z digest=sha256:6b298cbd923982cb471165496e07c2c3ac7ebbda059c93ececfd5577f40dad0e

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

Resolution
unresolved
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:c01e5b6fb403c8d2f9aaeed45e0718f42edb00453c57e8a49d82fd9ab4d7d7d4

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:25:01.092535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.967770Z digest=sha256:429e7cf94519b116fd24cbac1beb666fe478ccce5debe752c91b63a85e3c7eee

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.971450Z digest=sha256:3ce0c4a51f88664a6daebc787e398bc19a5619f3406dc6efc057701299b6904e

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.975521Z digest=sha256:ba4d0102988602c8ef1ec8f3ebbeb00c8de7f0f73b21b1a90ba47ca0b82e63dc

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.979588Z digest=sha256:86dd30bb1bfa1e7142fa5096d1fa7b09e43d207f69df57eadfbc6d692a925e24

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.983556Z digest=sha256:f8f2925d50daca55be4e58d02f3d701fadbcb801fa2d413da5869672ad2ea8b0

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

Resolution
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=sha256:1ba0cff2c50e300eb88c035253fea9eec6e8c7fed37e02b6f72e395c9de2d3b5

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.992010Z digest=sha256:cf40334565bd43103eb227535d575db000569932148733d24271adfa8b0c3c5e

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.995877Z digest=sha256:f36edd678bf007086ba21ae54c881b98010d2d17d7fd27d53d81815ecef4120f

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:52.999423Z digest=sha256:ce062e83df0726ca951790d70cd1088b951a4118adb9167c60ffa52782b09d9f

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.003040Z digest=sha256:ad30faa24886cde9903e24f462e35daef76d8d46a6f6ff30c73bced39b265f97

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.006581Z digest=sha256:5ee36d56632253c995d688c4f256d64eccf90cee4aa8e42aa06a53ad67a5f29c

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.010308Z digest=sha256:ace7e4d81973a25003839bf31f2191ad16198174788d6f87a7a9f54e49132c3b

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.013898Z digest=sha256:f7477116709c6c52aec62b1b172f550fbe6a1b37a2518c5de774477a7510179b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.018193Z digest=sha256:5c91bd7b825918611721550e011c64f074ab21a3e25c564fe41ba8a2ae5a4fe1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.022840Z digest=sha256:97bc00d4078be7072c9307529aeb1339548406602a59b94592205a4d9a90599c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.027180Z digest=sha256:fdfdde53c77629d1e7051793b8f495f0b76d1198dc52a7fa04f0bcfc6b9647af

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.030815Z digest=sha256:c28e28ad49726d038d998dfb99dcb666e3ff5d41cc01cfbfe53e1dbf557dbf2d

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=sha256:3399f9dc259068c7e00893bb32d0a7c01bf40a077caae9c1c75fc65f501a3857

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.038666Z digest=sha256:2459d60dbe93847fe1ac9b5fa966a88c5a8869157c0418d183e6f276af88213d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.042533Z digest=sha256:3438abed3506098bc91bf1c2c1b482ff24e102a6960afa27a23a2a00a57c6f8f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.046932Z digest=sha256:41aaa7706b2be1986a3ddd5a65c0269cdf866dfdfa96155ac7ea6f35cf2eae9a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.050546Z digest=sha256:3bd6aa2e7c5a73ea39d77d5296207a452a9ece3494e184905f76376e0ce72579

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.054221Z digest=sha256:24ce9b2e57d7e2b924b7d814ec6130cfc31994b8bbe8021d5a45c1a1af871b8e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.057883Z digest=sha256:57920900b3fe2301b4ae519cca8a7db5d26cd7a0279e4aff0610949d93377815

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.061537Z digest=sha256:24295ba195433b9c32ccaf4876f873204597f055e047b521ecec719711d4489d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.065337Z digest=sha256:7734b56b2fd083377559390a3990acb4142d9d6ee73841c93bf5a4d0e76a00c7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.068870Z digest=sha256:f4b2a9fc8e34398aeee8b48b407121966ea28357713b6cffa540eb274a820a54

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.073215Z digest=sha256:16f14bc71fdb8f566be27d92254885d1f35de016eee696185291d9e67ea350ba

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.077415Z digest=sha256:a0a4105fa3dbfdad8709bb5064999c09ffb033481d7fb8013af8a1736d912bd8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.080887Z digest=sha256:31859e970989676c896a3e0c7c483490bf8e59a662e0865a5ffbbdebd0ac68f6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.084772Z digest=sha256:f26f0ff23488eeefc29daf484e2c6946ad9bc192cab97a47c2d9858dcdd7b62f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.088783Z digest=sha256:15fd778b601d261741e3736d09bf4d4ce36917f03d922477ccd1df802cdc722a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.092384Z digest=sha256:d82c75f9d13c89bb643a6e2b76c86f33dedc012b90e5a5b648b6d1f39b27be25

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.096000Z digest=sha256:f8d4a10e3801fe0d79a66ecd92579aacc5c4f4c976df8579f5571352204b0324

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.099479Z digest=sha256:eff3147ca0be4a318052560a84540dfadadb08911c770923601b2d543eba096f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.103147Z digest=sha256:aa7e42bbe56c362dc9c8d9f640c18673ec6edf47d07ab2cc3fa51a7febb756d7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.106641Z digest=sha256:2d53f05518e08c7f4f3334453de6b385c0f923fc79cd3e44561f834fcd9b360f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.110209Z digest=sha256:23dfa914db0efc80da28a7dc69c346a1cf553ef4c5553dbd8e262881e2c5d435

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.113278Z digest=sha256:1e10db38d0e07256fe86ed55c9251608515d3f27aebb4577ace5298de0e6990e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.117058Z digest=sha256:3d3cd9d5691a02a739eb334c34732165ef06ae532b534760011fd735592ba8fa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.120537Z digest=sha256:ad14e1c898a9b0109c9af8e0f58c3b54ec8bcadd0b5c9a65fd58a6786e8e44af

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.125204Z digest=sha256:9e1e4e3ca970fbe2ee6375c9cbfdd560f8cd8ff6aa4acc18a34ee60337e3af8e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.128582Z digest=sha256:3ccc4fb139bd370f6c7b0848326905bacb0647707d1e61308d0d017274c962f7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.132205Z digest=sha256:6de535cf757ded431353cb181c60ea0645bc4504a91c7100c2914e76f9abd289

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.136046Z digest=sha256:424fec1ec3dfb51b97f47c6586e41e90e78c07696ccf769769a301e026f9aae6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.140027Z digest=sha256:073eb795758582d2e1fbf9860357dcae225bb14d38514f8188f6d6227819bdfc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.143506Z digest=sha256:dd0b757a99e7d8b45f450044322340e95bd0c19d54239f02de494db793e11027

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.148181Z digest=sha256:750299b11f99755c7d6fa1444aaeee5558a127a83ddf7011bdbb7357e1dec83e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.151570Z digest=sha256:7a4a9d49ca71ecc4dd7b0eb70e4252d890544070fbca05c9a420bfca293afcf0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.154967Z digest=sha256:3fdd7a60bd7b41b22562f89650dc76337fc6eaa0b154a62a15fab90a9586eefa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.158778Z digest=sha256:ed0f52459d37cf5201eb8bcbf2dde0ad63411bdd681a5255d54ef995593c808e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.163178Z digest=sha256:a4bac8a68b16b0dd0baea1951b3ba40b967aa6d5f736698e7e88ef20e6b4f339

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.166787Z digest=sha256:ef82f7cb7c79e340f822622e6b655037945df4016658c907bda20d79e09ca9c5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.170600Z digest=sha256:31f7bbe84cce354dd0f13d8aa048fac8650ce496328508288a7988bc000d80da

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.174362Z digest=sha256:dff6fc4d6c591a8a935c480f6abcd16464f1a17cc7c8b005c68638a35db6b2b9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.179442Z digest=sha256:a91d2abf7628f245a79c3fc928a96c5f6a14ba8b7bf3c8d3fda167495a54eed7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.183620Z digest=sha256:4c3f6abe3e20e3174e406f195f20a594fb9d6f9e595612ffa214aa52b7bcbe2b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.187251Z digest=sha256:6de39217d639d92403aae678c20de2d65c5162c3bcb0dca4d153e14534af308d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.191190Z digest=sha256:24ff2e45a8071ce316f63614a515754698c1e52df6f63e66c938e9d21212a149

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.194819Z digest=sha256:3d92f4590892f34668801192b535af9784dd9ad4757ce2a88089eaba24328a9e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.198527Z digest=sha256:64d1c632c55575cf46d59093bf81df16b1e47e61fdd74105df23b6e2092e7e24

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.202318Z digest=sha256:4b6eba5e089c5969bd9d6550b840a01f6711a8aa7812406fb7a169ad89a93013

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.206356Z digest=sha256:874a3f387df5ab08e1876824a434a67a9f2c4c0ccacff0410909efe607679b2e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.210639Z digest=sha256:a36028a4582e13796f25b07762ad0997456170facd64d43f2d4b2d8eba833a65

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.214356Z digest=sha256:716e5ca1f540613f19e8a770d9de0095927fdb391cc1b47e87a185329f778cf3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.218005Z digest=sha256:cb5c8c98528bc5447fda5369718292dcf6a25f7c3eb4df84d2ae4b47c9d979e0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T21:24:53.221400Z digest=sha256:45c1ef3055d6e2a74ea27a378a837903fb09f77fe599e5b3af5780bed4e7211d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T08:18:28.691714Z digest=sha256:b408ac5109b4e576d90b94cfd3df844e15275a00aa80a5fafcc0b4551a8f8682