Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration | Paper Citation Record

Observation dc3652f0-973e-452f-afca-93363deb6250 · outbound

This paper cites an unresolved cited work.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:45:15.087462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 526db510-d64c-438d-8899-c854e43ed911 · outbound

This paper cites Use of wehner-schulze machine to evaluate pavement skid resistance: A review.Journal of Traffic and Transportation Engineering (English Edition), 2024.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Use of wehner-schulze machine to evaluate pavement skid resistance: A review.Journal of Traffic and Transportation Engineering (English Edition), 2024

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:15.076907Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9f28017a-3522-4ce1-bed7-4c91a46ce26d · outbound

This paper cites an unresolved cited work.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:45:15.067030Z

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Observation 26b86922-a096-4b39-82ef-3e1521d2308f · outbound

This paper cites Tire pavement noise and safety performance, pcc surface texture technical working group.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Tire pavement noise and safety performance, pcc surface texture technical working group

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:15.056887Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9d323269-ba6b-4a10-a81b-3565e831727a · outbound

This paper cites Review of factors controlling skid resistance at tire-pavement interface.Advances in Civil Engineering, 2021(1):2733054, 2021.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Review of factors controlling skid resistance at tire-pavement interface.Advances in Civil Engineering, 2021(1):2733054, 2021

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:15.046675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd8030bc-3678-43f4-8912-21b8822c9212 · outbound

This paper cites Field study of asphalt pavement texture and skid resistance under traffic polishing using 0.01 mm 3d images.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Field study of asphalt pavement texture and skid resistance under traffic polishing using 0.01 mm 3d images

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:15.036698Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 28333988-8254-465e-9606-3d865c3138e7 · outbound

This paper cites Understanding and improving 23 of 29 pavement milling operations.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Understanding and improving 23 of 29 pavement milling operations

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:15.026750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 74499cca-ed89-481d-a355-cea2f850fca7 · outbound

This paper cites The design and performance evaluation of low-noise rubber-fibre micro-surfacing pavement.International Journal of Pavement Engineering, 25(1):2414056, 2024.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration The design and performance evaluation of low-noise rubber-fibre micro-surfacing pavement.International Journal of Pavement Engineering, 25(1):2414056, 2024

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:15.016303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 757cb4e9-f453-4c61-9c02-9574c1879bfe · outbound

This paper cites Investigating the impact of pavement surface features on skid resistance: A review on machine learning approach.Materials Research Proceedings, 48.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Investigating the impact of pavement surface features on skid resistance: A review on machine learning approach.Materials Research Proceedings, 48

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:15.005103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08f301ce-7f7f-4893-88e7-ec9d8bb1bd47 · outbound

This paper cites A review of non-contact approach for pavement skid resistance evaluation based on texture.Tribology International, page 109737, 2024.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration A review of non-contact approach for pavement skid resistance evaluation based on texture.Tribology International, page 109737, 2024

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.994852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52690503-6893-40b8-b03a-832577015dc3 · outbound

This paper cites Physical model for the prediction of pavement polishing.Wear, 267(1-4):81–85, 2009.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Physical model for the prediction of pavement polishing.Wear, 267(1-4):81–85, 2009

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.985746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dcb97c3f-478d-4c35-98cd-e3599d56df19 · outbound

This paper cites Locked-wheel and sideway-force cfme friction testing equipment comparison and evaluation report.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Locked-wheel and sideway-force cfme friction testing equipment comparison and evaluation report

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.976413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 99de7b2a-470d-403f-94af-4c3a4e6963ca · outbound

This paper cites Pavement macrotexture determination using multi-view smartphone images.Photogrammetric Engineering & Remote Sensing, 86(10):643–651, 2020.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Pavement macrotexture determination using multi-view smartphone images.Photogrammetric Engineering & Remote Sensing, 86(10):643–651, 2020

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.966315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5047b0c-8c4f-4345-a764-88b5e3f727ec · outbound

This paper cites Pavement skid resistance properties for safe aircraft operations.Journal of Road Engineering, 4(4):361–385, 2024.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Pavement skid resistance properties for safe aircraft operations.Journal of Road Engineering, 4(4):361–385, 2024

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.956063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 955cc1b5-7cfa-4a17-9786-e934307488da · outbound

This paper cites An assessment of the skid resistance effect on traffic safety under wet-pavement conditions.Accident Analysis & Prevention, 41(4):881–886, 2009.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration An assessment of the skid resistance effect on traffic safety under wet-pavement conditions.Accident Analysis & Prevention, 41(4):881–886, 2009

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.946598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f34520cc-7225-4410-af85-d6fe73e5651f · outbound

This paper cites Quantitative relationship between crash risks and pavement skid resistance.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Quantitative relationship between crash risks and pavement skid resistance

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.938005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d1cdd848-40a0-4e8d-af70-446dfa252f30 · outbound

This paper cites Evaluation of the long-term performance and benefit of using an enhanced micro-milling resurfacing method [gdot 13-20].

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Evaluation of the long-term performance and benefit of using an enhanced micro-milling resurfacing method [gdot 13-20]

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.928000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b11e87f-0a8a-40e6-b06f-eb7e5cbdabca · outbound

This paper cites Milled pavement texturing to optimize skid improvements.Construction and Building Materials, 101:602–610, 2015.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Milled pavement texturing to optimize skid improvements.Construction and Building Materials, 101:602–610, 2015

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.917338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 729a1391-4ed0-40e4-9d88-197ce396807a · outbound

This paper cites Milling and planing of flexible pavement.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Milling and planing of flexible pavement

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.906636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72c8e80c-6948-421b-ade1-0e9528495760 · outbound

This paper cites Performance- related specifications for pavement milling.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Performance- related specifications for pavement milling

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.895787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 13ca2866-9aac-4ccd-b10b-747c5d26c3eb · outbound

This paper cites Quality control of micro-milling treatment on tunnel concrete pavement using 3d range data.International Journal of Pavement Engineering, 23(5):1612–1621, 2022.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Quality control of micro-milling treatment on tunnel concrete pavement using 3d range data.International Journal of Pavement Engineering, 23(5):1612–1621, 2022

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.885446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bbe949e8-15ed-439f-be55-aefbb6b9aa06 · outbound

This paper cites Effects of milling and other repairs on smoothness of overlays on asphalt pavements.Transportation Research Record, 2408(1):86–94, 2014.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Effects of milling and other repairs on smoothness of overlays on asphalt pavements.Transportation Research Record, 2408(1):86–94, 2014

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.875782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1dbc1f70-3fed-4046-9362-2a08645949e9 · outbound

This paper cites Ultra-thin bonding wearing course case study.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Ultra-thin bonding wearing course case study

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.866547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fc35461f-f867-4b1f-ac55-bc2f55b78822 · outbound

This paper cites Study on the skid resistance deterioration behavior of the sma pavement.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Study on the skid resistance deterioration behavior of the sma pavement

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.857081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cf49d9cb-7dfa-4305-a696-8f0fa18a84b4 · outbound

This paper cites Effect of aggregate and pavement types on skid resistance evolution.Proc., 7th Eurasphalt and Eurobitume Cong.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Effect of aggregate and pavement types on skid resistance evolution.Proc., 7th Eurasphalt and Eurobitume Cong

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.846023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76ba7d60-b06d-4024-b092-1c9389f9fb66 · outbound

This paper cites A new predictive skid resistance model (psrm) for pavement evolution due to texture polishing by traffic.Construction and Building Materials, 342:128052, 2022.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration A new predictive skid resistance model (psrm) for pavement evolution due to texture polishing by traffic.Construction and Building Materials, 342:128052, 2022

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.835589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b8cfa7b2-e49a-49a7-a18f-dd88e6238931 · outbound

This paper cites Directional characteristics of traffic polishing effect on pavement skid resistance.International Journal of Pavement Engineering, 23(9):2937–2953, 2022.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Directional characteristics of traffic polishing effect on pavement skid resistance.International Journal of Pavement Engineering, 23(9):2937–2953, 2022

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.826075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bbc7d5f2-9b8c-47f4-874c-07a2627fba28 · outbound

This paper cites Rubber friction on wet and dry road surfaces: The sealing effect.Physical Review B—Condensed Matter and Materials Physics, 71 (3):035428, 2005.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Rubber friction on wet and dry road surfaces: The sealing effect.Physical Review B—Condensed Matter and Materials Physics, 71 (3):035428, 2005

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.815903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ae7e75bc-d733-40fd-8123-b45561238d73 · outbound

This paper cites Temperature influence on skid resistance measurement.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Temperature influence on skid resistance measurement

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.806790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7a271afb-5ed6-4b66-bb4a-16df056671c5 · outbound

This paper cites Long-term skid resistance evolution and influence mechanism of asphalt pavement based on self-developed wear equipment.Construction and Building Materials, 453:139085, 2024.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Long-term skid resistance evolution and influence mechanism of asphalt pavement based on self-developed wear equipment.Construction and Building Materials, 453:139085, 2024

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.797016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f870e62-63f7-443d-88da-583c24b5d5db · outbound

This paper cites Evaluating the anti-skid performance of asphalt pavements with basalt and limestone composite aggregates: Testing and prediction.Buildings, 14(8), 2024.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Evaluating the anti-skid performance of asphalt pavements with basalt and limestone composite aggregates: Testing and prediction.Buildings, 14(8), 2024

Reference 31

Resolution: verified exact; doi, observed 2026-08-06T20:45:14.432040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 913f529e-5a44-4538-8faf-cda2776ca8f6 · outbound

This paper cites The impact of coarse aggregate mineral compositions on skid resistance performance of asphalt pavement: A comprehensive study.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration The impact of coarse aggregate mineral compositions on skid resistance performance of asphalt pavement: A comprehensive study

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.786348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 33323033-0639-4ad5-ab2c-eabe42a292c2 · outbound

This paper cites Impact of aggregate characteristics on frictional performance of asphalt-based high friction surface treatments.CivilEng, 6(1):4, 2025.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Impact of aggregate characteristics on frictional performance of asphalt-based high friction surface treatments.CivilEng, 6(1):4, 2025

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.776899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 591ab0e5-86ac-4f91-9800-8e2e982e0481 · outbound

This paper cites Effect of coarse aggregate characteristics on skid resistance deterioration of the ultrathin wearing course.Journal of Materials in Civil Engineering, 33(4):04021051, 2021.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Effect of coarse aggregate characteristics on skid resistance deterioration of the ultrathin wearing course.Journal of Materials in Civil Engineering, 33(4):04021051, 2021

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.767200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e68f94b7-a6a8-40e0-bbec-ea32e00b50ca · outbound

This paper cites Evaluation the effect of asphalt film thickness on stripping resistance.International Journal of Applied Engineering Research, 14(2):560–570, 2019.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Evaluation the effect of asphalt film thickness on stripping resistance.International Journal of Applied Engineering Research, 14(2):560–570, 2019

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.757138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 75bd1b3f-2565-42cc-8184-8c1f008c0d04 · outbound

This paper cites Pavement surface macrotexture analysis.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Pavement surface macrotexture analysis

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.747473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d83ef381-5d93-4ae1-9ae2-693ecb70e41b · outbound

This paper cites Skid resistance performance against temperature change of hot-mix recycled asphalt pavement with added crumb rubber.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Skid resistance performance against temperature change of hot-mix recycled asphalt pavement with added crumb rubber

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.736373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 65f4c6bc-009a-4d5a-aeb9-e4d927ff1aa3 · outbound

This paper cites Analytical evaluation of impact of groove deterioration on runway frictional performance.Transportation Research Procedia, 48:3814–3823, 2020.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Analytical evaluation of impact of groove deterioration on runway frictional performance.Transportation Research Procedia, 48:3814–3823, 2020

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.726798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e4fdf6b3-d4eb-47a6-861e-da3fc4df9b24 · outbound

This paper cites Wet-pavement friction of pavement-marking materials.Trans- portation research record, 777:58–62, 1980.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Wet-pavement friction of pavement-marking materials.Trans- portation research record, 777:58–62, 1980

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.717354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76930f06-9f62-433d-8690-5ef7ec31669c · outbound

This paper cites A review of long-term skid resistance of asphalt pavement.Applied Sciences, 15(4):1895, 2025.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration A review of long-term skid resistance of asphalt pavement.Applied Sciences, 15(4):1895, 2025

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.708227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9d989d28-64f9-4a33-a94c-70c03afc9888 · outbound

This paper cites A state-of-the-art review of measurement and modelling of skid resistance: The perspective of developing nation.Case Studies in Construction Materials, 18:e02126, 2023.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration A state-of-the-art review of measurement and modelling of skid resistance: The perspective of developing nation.Case Studies in Construction Materials, 18:e02126, 2023

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.698450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e5ed0652-c3ba-43b7-adae-a0fd5a4f9b3b · outbound

This paper cites Bayesian analysis of heterogeneity in modeling of pavement fatigue cracking.Journal of Computing in Civil Engineering, 26(1): 37–43, 2012.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Bayesian analysis of heterogeneity in modeling of pavement fatigue cracking.Journal of Computing in Civil Engineering, 26(1): 37–43, 2012

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.688791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 98af9109-c778-42a5-8c12-8c8f0767a65d · outbound

This paper cites Development of a pavement rutting model from experimental data.Journal of transportation engineering, 126(4):291–299, 2000.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Development of a pavement rutting model from experimental data.Journal of transportation engineering, 126(4):291–299, 2000

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.679040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 901d6b14-aed7-48a0-97f0-14cf02c1630f · outbound

This paper cites Performance modeling of infrastructure condition data with maintenance intervention.Transportation research record, 2225(1):109–116, 2011.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Performance modeling of infrastructure condition data with maintenance intervention.Transportation research record, 2225(1):109–116, 2011

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.669499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6456cd8b-5e8d-40fc-ad8f-97807a24b1fd · outbound

This paper cites A nested modelling approach to infrastructure performance characterisation.International Journal of Pavement Engineering, 19(2):174–180, 2018.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration A nested modelling approach to infrastructure performance characterisation.International Journal of Pavement Engineering, 19(2):174–180, 2018

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.659602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e16d28ce-be07-48a9-ad1f-118f0bb0efa6 · outbound

This paper cites Bayesian detection of unrecorded maintenance and rehabilitation treatments in pavement management.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Bayesian detection of unrecorded maintenance and rehabilitation treatments in pavement management

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.649776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01e989e0-d664-402d-bbfc-c99693b09644 · outbound

This paper cites Evaluate pavement skid resistance performance based on bayesian-lightgbm using 3d surface macrotexture data.Materials, 15 (15):5275, 2022.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Evaluate pavement skid resistance performance based on bayesian-lightgbm using 3d surface macrotexture data.Materials, 15 (15):5275, 2022

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.639423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 094a08a0-8fb4-44cb-96fb-a073168c3304 · outbound

This paper cites Determination and prediction of pavement skid resistance–connecting research and practice.Journal of Road Engineering, 1:43–62, 2021.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Determination and prediction of pavement skid resistance–connecting research and practice.Journal of Road Engineering, 1:43–62, 2021

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.629701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cb7a7165-91ef-445f-aa6f-fa1eadae6fde · outbound

This paper cites Promoting the pavement skid resistance estimation by extracting tire-contacted texture based on 3d surface data.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Promoting the pavement skid resistance estimation by extracting tire-contacted texture based on 3d surface data

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.620268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 00494c2f-d5c5-4dfd-9460-8b2822942bfe · outbound

This paper cites Establishment and analysis of the relationship model between macro-texture and skid resistance performance of asphalt pavement.Coatings, 12(10):1464, 2022.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Establishment and analysis of the relationship model between macro-texture and skid resistance performance of asphalt pavement.Coatings, 12(10):1464, 2022

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.610298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12fe434f-ddeb-43de-8527-5e58a43f78e3 · outbound

This paper cites Application of machine learning models to the analysis of skid resistance data.Lubricants, 11(8):328, 2023.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Application of machine learning models to the analysis of skid resistance data.Lubricants, 11(8):328, 2023

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.600511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78ca767b-0215-4e00-851a-771727688e61 · outbound

This paper cites Evaluating pavement deterioration rates due to flooding events using explainable ai.Buildings, 15(9):1452, 2025.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Evaluating pavement deterioration rates due to flooding events using explainable ai.Buildings, 15(9):1452, 2025

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.591016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b0462f61-f4d2-44fe-948c-317320748228 · outbound

This paper cites Considering the spatial structure of the road network in pavement deterioration modeling.Transportation Research Record, 2678(5):153–161, 2024.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Considering the spatial structure of the road network in pavement deterioration modeling.Transportation Research Record, 2678(5):153–161, 2024

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.580282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 28f9ebd2-fc93-4ff9-9579-f842b0dbf6d1 · outbound

This paper cites Pavement missing condition data imputation through collective learning- based graph neural networks.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Pavement missing condition data imputation through collective learning- based graph neural networks

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.569546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dcecbf55-3a30-4b12-acf1-9d5c8dc27fa6 · outbound

This paper cites Detection of pavement maintenance treatments using deep-learning network.Transportation Research Record, 2675(9):1434–1443, 2021.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Detection of pavement maintenance treatments using deep-learning network.Transportation Research Record, 2675(9):1434–1443, 2021

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.559388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation da96e895-eb99-48b2-b79f-bafe9675f46a · outbound

This paper cites Use of machine learning to predict long-term skid resistant of concrete pavement.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Use of machine learning to predict long-term skid resistant of concrete pavement

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.548456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b3344ed6-fbf3-4f3a-8a87-3ca37daea92f · outbound

This paper cites An interpretable method for asphalt pavement skid resistance performance evaluation under sand-accumulated conditions based on multi-scale fractals.Sensors, 25(10):2986, 2025.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration An interpretable method for asphalt pavement skid resistance performance evaluation under sand-accumulated conditions based on multi-scale fractals.Sensors, 25(10):2986, 2025

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.537909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83574afd-7e80-4e74-89fd-1050d6eb6bc8 · outbound

This paper cites an unresolved cited work.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:45:14.527636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 04623c59-6449-49f6-9012-8c20dc4b3ba1 · outbound

This paper cites an unresolved cited work.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:45:14.518245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 39aaf7b2-c07e-47b2-9618-8b395ed22e83 · outbound

This paper cites Integrated fft and xgboost framework to predict pavement skid resistance using automatic 3d texture measurement.Measurement, 188:110638, 2022.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Integrated fft and xgboost framework to predict pavement skid resistance using automatic 3d texture measurement.Measurement, 188:110638, 2022

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.509176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 097fa015-38b4-4cbf-9394-65f8c91a1370 · outbound

This paper cites Attention is all you need.Advances in neural information processing systems, 30, 2017.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Attention is all you need.Advances in neural information processing systems, 30, 2017

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:14.376051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7199979c-5ca3-41aa-b1ec-a342311f06b7 · outbound

This paper cites Transformers in Time Series: A Survey.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Transformers in Time Series: A Survey

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:14.379773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcf25710-db05-4d56-9c8b-fbda86c4698f · outbound

This paper cites A transformer-based framework for multivariate time series representation learning.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration A transformer-based framework for multivariate time series representation learning

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.492980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3533e27-4c30-4f3b-a89a-6fca2ca5b13f · outbound

This paper cites Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting.Advances in neural information processing systems, 32, 2019.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting.Advances in neural information processing systems, 32, 2019

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:14.387348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f0e9ccc-f0c5-4340-b873-781c8df78cf2 · outbound

This paper cites A time series transformer based method for the rotating machinery fault diagnosis.Neurocomputing, 494:379–395, 2022.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration A time series transformer based method for the rotating machinery fault diagnosis.Neurocomputing, 494:379–395, 2022

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.476431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72d522a8-90fc-4d45-b45e-e83112c09ad0 · outbound

This paper cites Deep residual learning for image recognition.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Deep residual learning for image recognition

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:14.393517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb9c577-2a0c-4a02-abe6-95a9c129679a · outbound

This paper cites Layer Normalization.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration Layer Normalization

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:14.396891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a585569-2646-4c24-81f4-7c46443dc5a0 · outbound

This paper cites MIT press Cambridge, 2016.

Time Series Transformer-Based Modeling of Pavement Skid and Texture Deterioration MIT press Cambridge, 2016

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:45:14.460705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers