Unverified, re-attributed or caveated items (WP23, forecasting-architectures-quebec)
Date of search: 2026-10-21. Tools: Crossref REST API (query.bibliographic, /works/<DOI>, polite pool
mailto=simon-pierre.boucher@uqo.ca), arXiv API (export.arxiv.org/api/query?id_list=), OpenAlex API,
Semantic Scholar Graph API, RePEc/IDEAS and EconPapers records, proceedings.neurips.cc abstract pages,
jmlr.org, Open Library (ISBN), the Molnar book site, NBER paper pages. Blocked for automated access on
2026-10-21: DBLP (anti-bot challenge), OpenReview (browser check), MIT Press, Springer Link (login
redirect), Taylor & Francis (403), Diebold's UPenn page (403), Google Books API (empty).
Nothing in section A is cited in paper/references.bib. Items in sections B–C are in the .bib but with
a caveat that is also recorded in the notes field of references_verified.json.
A. Requested items NOT included (not found, not verifiable, or intentionally skipped)
| Requested item | What was searched | Outcome |
|---|---|---|
| "GeoGNN" / "geographically weighted graph neural network house price" (named GNN-housing papers) | Crossref bibliographic queries (12 phrasings), OpenAlex | No paper titled "GeoGNN" for house prices was found. The GNN/attention house-price papers that were verified and included are: Viana & Barbosa (2021, SIGSPATIAL), Zhang et al. (2021, KDD "MugRep"), Das et al. (2021, DMKD "GSNE"), Bin et al. (2019, DEDA), Yang et al. (2022, IEEE Access), Wang et al. (2022, IJGI, GNNWR house price), Du et al. (2020, IJGIS, GNNWR method), Guo & vanden Broucke (2026, ACM TSAS "HeteroRoadNet"), Sijp & Francke (2026, REE, graph-Laplacian). |
| Cohen, Coughlin, Zabel (housing forecasting) | Not searched (instruction: skip unless found incidentally; nothing surfaced) | Skipped. |
| Anundsen; Krause | Not searched (instruction: skip) | Skipped. |
| "Taylor (2000) quantile regression neural networks? (J. Forecasting)" | Crossref | Verified and included (taylor2000quantilenn, J. Forecasting 19(4), 299–311). Listed here only because the request carried a question mark. |
| Shazeer et al. (2017) sparsely-gated MoE as an ICLR 2017 paper | arXiv API (no venue in comment field), OpenReview (blocked), DBLP (blocked), Semantic Scholar (HTTP 429 on three attempts) | ICLR venue not verified; included as the arXiv preprint only (shazeer2017moe, @misc). If the ICLR 2017 citation is required, verify on openreview.net (forum id B1ckMDqlg) manually. |
| Bai, Kolter, Koltun (2018) TCN | arXiv API | arXiv-only preprint (no peer-reviewed version); included as @misc (bai2018tcn). |
| Molnar (2022) Interpretable Machine Learning (2nd ed.) | Book site cite.html |
The author's recommended citation is now the 3rd edition (2025), ISBN 978-3-911578-03-5; included as molnar2025iml. Cite the 2025 edition, not 2022. |
| Rapach & Strauss (2009) "in J. Forecasting" | Crossref | Published in International Journal of Forecasting 25(2), 351–372 (rapachstrauss2009). The J. Forecasting attribution is wrong. |
| Titman, Wang, Yang (2014) "JREFE?" | Crossref | Published in Journal of Real Estate Research 36(3), 283–318 (titman2014dynamics), not JREFE. |
| "Hu, Yang et al. (2019?)" rental prices from social media | Crossref | Authors are Hu, He, Han, Xiao, Su, Weng, Cai (2019), Land Use Policy 82, 657–673 (hu2019rental). No author "Yang". |
| Lenaers & De Moor (2023?) in Real Estate Economics | Crossref | Their 2023 paper is in Finance Research Letters 58, 104306 (lenaers2023xai); nothing by them in REE. Lorenz, Willwersch, Cajias & Fuerst (2023) is the REE paper (lorenz2023interpretable). |
| Jin et al. (2023/2024) STGNN survey "(IEEE TPAMI?)" | Crossref | Two different surveys exist: Jin, Koh, Wen et al. (2024) IEEE TPAMI 46(12) on GNNs for time series (jin2024tsgnnsurvey), and Jin, Liang, Fang et al. (2024) IEEE TKDE 36(10) on STGNNs for urban computing (jin2024urbanstgnn). Both included. |
| Clark & McCracken (2013?) nested models | Crossref | 2013 item is the Handbook of Economic Forecasting vol. 2B chapter "Advances in Forecast Evaluation", 1107–1201 (clarkmccracken2013advances); the nested-models test paper is J. Econometrics 105(1), 2001 (clarkmccracken2001nested). |
| Munneke & Slade (2000/2001) | Crossref | The sample-selection paper is JREFE 21(1), 45–64, 2000 (munnekeslade2000selection); their 2001 REE paper is a different (time-varying-parameter index) paper, not included. |
| Deppner & Cajias (2024?) | Crossref | JREFE 68(2), 235–273, print 2024 (online 2022) (deppnercajias2024spatialcv). |
| Beracha & Skiba (2011) | Crossref | JREFE 43(3), 299–320, print 2011 (online 2009). |
| Case & Shiller (1989) DOI | RePEc (reused from WP22) | AER 1989 has no DOI; RePEc URL only. |
| Kim & Nelson (1999) DOI record | Crossref /works/10.7551/mitpress/6444.001.0001 |
Crossref author field is garbled ("Kim, Halbert"); MIT Press page 403. Authors confirmed from Open Library (ISBN 0262112388) and the OpenAlex record of the JASA 2000 review (10.2307/2669796) that names Kim and Nelson. Included with this caveat. |
| Vovk, Gammerman, Shafer (2005) | Crossref /works/10.1007/b106715 (no author field); Springer page (login redirect) |
Authors confirmed from Open Library (ISBN 0387001522) and the Crossref record of the 2022 2nd edition. Included with caveat. |
| Hansen, Lunde, Nason (2011) MCS | Crossref /works/10.3982/ECTA5771 (no author field); OpenAlex (no authors) |
Venue/volume/pages verified; authors confirmed from the Crossref SSRN record of the same title (10.2139/ssrn.522382) and RePEc ecm:emetrp:v:79:y:2011:i:2:p:453-497. Included with caveat. |
| Diebold (2015) page range | Crossref, RePEc, OpenAlex, NBER w18391 page (all register first page 1 only); T&F 403 | Page range omitted in the .bib (volume 33, issue 1, 2015, DOI given). Do not add "1–9" without checking the publisher page. |
| Ghysels, Plazzi, Torous, Valkanov (2013) author order | Crossref | Crossref registers Ghysels, Plazzi, Valkanov, Torous; that order is used. Editors (Elliott & Timmermann) and "Volume 2A" are from the handbook series, not from the chapter record. |
| Bates & Granger (1969) journal | Crossref | Registered under Journal of the Operational Research Society 20(4); the issue was published as Operational Research Quarterly. Crossref name kept. |
| Litterman (1986) | Crossref (two DOIs) | T&F DOI 10.1080/07350015.1986.10509491 used (carries pages 25–38); JSTOR DOI 10.2307/1391384 registers first page only. |
| Koenker & Bassett 1978; Hamilton 1989; West 1996; Heckman 1979 page ranges | Crossref/OpenAlex (first page only) | Full ranges taken from RePEc ecm:emetrp records (33–50; 357–384; 1067–1084; 153–161), confirmed for Hamilton/West by Semantic Scholar. |
| Krishnan, Shalit, Sontag (2017) AAAI pages | Crossref/OpenAlex | No page range registered; cited with volume/number in a note. |
| Bin et al. (2019) pages | Crossref | Article number 2 (Springer), no page range. |
| Sijp & Francke (2026) | Crossref | Early-view article (online 2026-06-27), no volume/issue/pages yet. |
| Oreshkin et al. (2020) N-BEATS ICLR venue | arXiv (no comment), Semantic Scholar (publicationVenue = ICLR), OpenReview blocked | Included as ICLR 2020 on the strength of the Semantic Scholar venue record + arXiv v4 (Feb 2020). |
B. Verified entries whose metadata differ from the request (all included in the .bib)
kouwenbergzwinkels2014: IJF 30(3), 415–425 (July 2014).gupta2011forecasting(Economic Modelling 28(4)) andgupta2011large(J. Housing Research 20(2)) are two distinct 2011 papers; the "large data sets" one is the JHR paper.holly2011uk: Crossref registers the second author as "Hashem Pesaran, M."; normalised to "Pesaran, M. Hashem".kunsch1989jackknife: Crossref drops the umlaut; restored.hong2020randomforest: Crossref title in capitals; converted to sentence case.kok2017bigdata: Crossref title contains HTML italics; flattened.friedman2001gbm,timmermann2006combinations,chenguestrin2016xgboost: trailing period / "Chapter 4" label / split subtitle cleaned.caseshiller1990forecasting: journal was AREUEA Journal in 1990; Crossref registers it as Real Estate Economics.boginshui2020rural: a correction exists (JREFE 61(4), 730–731, 10.1007/s11146-019-09727-7), not cited.
C. Abstract availability for the novelty scan
Abstracts could be retrieved (Crossref/OpenAlex) for: Lorenz et al. 2023, Deppner & Cajias 2024, Viana & Barbosa 2021, Zhang et al. 2021, Milunovich 2020, Yang et al. 2022, Wang et al. 2022, Bourassa et al. 2010, Mayer et al. 2019, Hong et al. 2020, Gupta et al. 2011 (JHR), Sijp & Francke 2026, Guo & vanden Broucke 2026. No abstract could be retrieved for Pace & Hayunga 2020, Yeo et al. 2025, Das et al. 2021, Xu & Zhang 2022, Bork & Møller 2015, Kouwenberg & Zwinkels 2014, Rapach & Strauss 2009, Plakandaras et al. 2015, Holly et al. 2011, Bin et al. 2019, Kang et al. 2021, Lenaers & De Moor 2023; for these the novelty scan relies on the verified title and, where stated, on general knowledge of the paper flagged as such.