Paper Citation Record · LEDGER

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources

As of 22 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:1909.00704.

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

pith.paper-citation-record.v1
1909.00704 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:44:50.819173Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94b5bfc8-788d-4961-a4a8-cb32432ef932 · outbound

This paper cites Big data in real estate? from manual appraisal to automated valuation.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Big data in real estate? from manual appraisal to automated valuation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.714447Z

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Observation 28e0b594-75de-4108-8c5a-b89cf3a3f84c · outbound

This paper cites Data mining: An empirical application in real estate valuation.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Data mining: An empirical application in real estate valuation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.668743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8dbf7f2e-34cd-4278-8c52-456df025f81d · outbound

This paper cites Downie, Gill.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Downie, Gill

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.640700Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 89477013-bc0b-4676-b961-7d730e1d7f6b · outbound

This paper cites Rey Carmona.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Rey Carmona

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.610228Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7c12575e-acc5-4283-89ab-d05950ba4a41 · outbound

This paper cites A data mining model by using ann for predicting real estate market: Comparative study.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources A data mining model by using ann for predicting real estate market: Comparative study

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.576304Z

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Observation 246ba7b6-b1da-49b4-88c2-a11ab20bed5c · outbound

This paper cites Applied machine learning project 4 prediction of real estate property prices in montreal, 2014.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Applied machine learning project 4 prediction of real estate property prices in montreal, 2014

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.550290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a2b611b9-8b74-4906-9b4c-82f74b21beb0 · outbound

This paper cites Machine learning for a london housing price prediction mobile application.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Machine learning for a london housing price prediction mobile application

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.521724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1f604721-3fc7-4a69-aacd-a9ea4e15453e · outbound

This paper cites An extended semi-supervised regression approach with co-training and geographical weighted regression: A case study of housing prices in beijing.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources An extended semi-supervised regression approach with co-training and geographical weighted regression: A case study of housing prices in beijing

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.495041Z

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Observation d7427bf4-5265-4572-b4c2-a1e83a6d9c01 · outbound

This paper cites Urban Data Streams and Machine Learning: A Case of Swiss Real Estate Market.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Urban Data Streams and Machine Learning: A Case of Swiss Real Estate Market

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-14T05:44:50.935109Z

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Observation d734e763-a6c3-4989-ac39-c08a56dcc890 · outbound

This paper cites Goodman and Thomas Thibodeau.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Goodman and Thomas Thibodeau

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.466790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 14e2fb37-3282-467b-884a-a370b300b4e9 · outbound

This paper cites Multivariate regression modeling for home value estimates with evaluation using maximum information coefﬁcient.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Multivariate regression modeling for home value estimates with evaluation using maximum information coefﬁcient

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.447497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7b7381e1-ab87-4186-840a-01449a99fd2c · outbound

This paper cites Estimation of a hedonic house price model with bargaining: Evidence from the italian housing market.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Estimation of a hedonic house price model with bargaining: Evidence from the italian housing market

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.420390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eb752e04-1d7e-4e7d-956f-03d7546dec97 · outbound

This paper cites The potential of big housing data: An application to the italian real-estate market.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources The potential of big housing data: An application to the italian real-estate market

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.387654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 67be60a3-2d99-48fe-b61a-e2e93f954c77 · outbound

This paper cites Predicting housing value: A comparison of multiple regression analysis and artiﬁcial neural networks.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Predicting housing value: A comparison of multiple regression analysis and artiﬁcial neural networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.359644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fa332e95-52e2-44c3-bf5c-30679f5cda79 · outbound

This paper cites Discovering the hidden structure of house prices with a non-parametric latent manifold model.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Discovering the hidden structure of house prices with a non-parametric latent manifold model

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.338600Z

Source-reported events for the cited work

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Observation dc8f9e70-49f2-4b5e-b482-4cee7b4b19c4 · outbound

This paper cites The economic value of neighborhoods: Predicting real estate prices from the urban environment.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources The economic value of neighborhoods: Predicting real estate prices from the urban environment

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.308780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 32144b6b-f1d1-4b34-955f-f33fd14b99f3 · outbound

This paper cites Machine learning and the spatial structure of house prices and housing returns.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Machine learning and the spatial structure of house prices and housing returns

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.286555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b998dbc8-6288-436c-ab9d-93729b195db8 · outbound

This paper cites Identifying real estate opportunities using machine learning.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Identifying real estate opportunities using machine learning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.257441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d7a9225e-b23f-478b-bece-a11a3c992bb7 · outbound

This paper cites Location-Centered House Price Prediction: A Multi-Task Learning Approach.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Location-Centered House Price Prediction: A Multi-Task Learning Approach

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-14T05:44:50.897691Z

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Observation f06c1b59-68fc-4295-ae89-eeaf8b43212a · outbound

This paper cites House price prediction: hedonic price model vs.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources House price prediction: hedonic price model vs

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.234132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4dbd03ec-04f6-4c05-a48d-92a222b9ae0c · outbound

This paper cites Training a multilayer perceptron to predict the ﬁnal selling price of an apartment in co-operative housing society sold in stockholm city with features stemming from open data.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Training a multilayer perceptron to predict the ﬁnal selling price of an apartment in co-operative housing society sold in stockholm city with features stemming from open data

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.203816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b337515c-043f-4274-958a-e8d283634ae2 · outbound

This paper cites Estimating the performance of random forest versus multiple regression for predicting prices of the apartments.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Estimating the performance of random forest versus multiple regression for predicting prices of the apartments

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.164631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cc3d4a83-b54a-4079-9b46-467f59bebcc3 · outbound

This paper cites House price estimation in hanoi using artiﬁcial neural network and support vector machine: Considering effects of status and house quality.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources House price estimation in hanoi using artiﬁcial neural network and support vector machine: Considering effects of status and house quality

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.140943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e14f759f-a4ef-44ae-a34b-0e9f0ab750e6 · outbound

This paper cites Extremely randomized trees.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Extremely randomized trees

Reference 24

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Source-reported events for the cited work

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Observation 03e8555e-7329-4cf7-8c8d-334e8f0efadd · outbound

This paper cites Days on market: Measuring liquidity in real estate markets.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Days on market: Measuring liquidity in real estate markets

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.098774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 69437c75-3757-4eee-95d0-a815c0f97d3f · outbound

This paper cites House price estimation from visual and textual features.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources House price estimation from visual and textual features

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.078859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 135c98fe-1f67-4a06-a6b8-460889fed0ac · outbound

This paper cites Open data from the italian public administrations, 2019.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Open data from the italian public administrations, 2019

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.055093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0c37f8f3-0285-4918-94a4-711bb78eafbd · outbound

This paper cites Manuale della banca dati dell’osservatorio del mercato immobiliare, 2017.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Manuale della banca dati dell’osservatorio del mercato immobiliare, 2017

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.032450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c12e0eae-c6cf-4793-a3eb-4c9de53c758e · outbound

This paper cites Automated valuation model: An application to the public housing resale market in singapore.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Automated valuation model: An application to the public housing resale market in singapore

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:51.006499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9247d8c7-837b-4763-879a-c47cef5f72a7 · outbound

This paper cites The value spatial component in the real estate market: the turin case study.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources The value spatial component in the real estate market: the turin case study

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:50.978450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 99e271d5-eab2-4959-bd5c-82cc699057c5 · outbound

This paper cites Learning to rank social bots.

Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources Learning to rank social bots

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:44:50.957510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.