Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:31:30.685342Z
Paper Citation Record · LEDGER
Classifying and Clustering Trading Agents
As of 8 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2505.21662.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T13:02:54.149100Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T13:02:54.696833Z
Reference resolution
13 of 13 outbound references displayed
- verified exact0
- verified fuzzy12
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 72ae251d-c44d-44da-becf-ffaab99e5f11 · outbound
This paper cites and Limmack, R., Bid-ask spreads, trading volume and volatility: Intra-day evidence from the London Stock Exchange.
Classifying and Clustering Trading Agents and Limmack, R., Bid-ask spreads, trading volume and volatility: Intra-day evidence from the London Stock Exchange
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:33.035362Z
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 5302df43-2f5e-4cec-9282-d83291a9694a · outbound
This paper cites Tune: A Research Platform for Distributed Model Selection and Training.
Classifying and Clustering Trading Agents Tune: A Research Platform for Distributed Model Selection and Training
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:31:30.322545Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 314f617d-cc9f-41dc-9146-3302babaab78 · outbound
This paper cites and Alsaadi, F.E., A survey of deep neural network architectures and their applications.
Classifying and Clustering Trading Agents and Alsaadi, F.E., A survey of deep neural network architectures and their applications
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:31.397667Z
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 ecf41a65-f09d-43b0-a962-7e24127a5f51 · outbound
This paper cites and Wellman, M.P., Welfare effects of market making in continuous double auctions.
Classifying and Clustering Trading Agents and Wellman, M.P., Welfare effects of market making in continuous double auctions
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:30.839809Z
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 b963a3ab-dbfb-415c-bb65-04e34263aa48 · outbound
This paper cites and Prenzel, F., Analysis and modeling of client order flow in limit order markets.
Classifying and Clustering Trading Agents and Prenzel, F., Analysis and modeling of client order flow in limit order markets
Reference 223
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:31.904341Z
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 da6960a3-0586-448c-8323-1270c78e24d9 · outbound
This paper cites and Foley, D., The economy needs agent-based modelling.
Classifying and Clustering Trading Agents and Foley, D., The economy needs agent-based modelling
Reference 1988
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:31.757852Z
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 4a3f5e8a-1ba1-4eef-a535-c0d343a3755f · outbound
This paper cites and Iosifidis, A., Forecasting jump arrivals in stock prices: new attention-based network architecture using limit order book data.
Classifying and Clustering Trading Agents and Iosifidis, A., Forecasting jump arrivals in stock prices: new attention-based network architecture using limit order book data
Reference 2000
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:31.234697Z
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 3c6dabb9-b916-4e30-b353-9bb3b96b821a · outbound
This paper cites and Kassibrakis, S., Statistically validated lead-lag networks and inventory prediction in the foreign exchange market.
Classifying and Clustering Trading Agents and Kassibrakis, S., Statistically validated lead-lag networks and inventory prediction in the foreign exchange market
Reference 2011
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:32.067727Z
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 8305dac0-aed6-4da2-8fca-6967850ba374 · outbound
This paper cites and Balch, T.H., ABIDES: Towards high-fidelity multi-agent market simulation.
Classifying and Clustering Trading Agents and Balch, T.H., ABIDES: Towards high-fidelity multi-agent market simulation
Reference 2014
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:32.506223Z
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 12f6139c-b277-42f9-99ce-3e76882dc931 · outbound
This paper cites and Howison, S.D., Limit order books.
Classifying and Clustering Trading Agents and Howison, S.D., Limit order books
Reference 2018
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:31.567958Z
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 7a83fd06-4267-498c-abb7-708883ba747d · outbound
This paper cites and Wang, X., The information content of an open limit-order book.
Classifying and Clustering Trading Agents and Wang, X., The information content of an open limit-order book
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:32.291368Z
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 13f8e1d4-0af2-49d2-9a24-874fd9f48345 · outbound
This paper cites and Potters, M., Statistical properties of stock order books: empirical results and models.
Classifying and Clustering Trading Agents and Potters, M., Statistical properties of stock order books: empirical results and models
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:32.772513Z
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 d943ec04-a752-421c-8bd6-bc01a9d236c3 · outbound
This paper cites Journal of Machine Learning Technologies , 2011, 2, 37–63.
Classifying and Clustering Trading Agents Journal of Machine Learning Technologies , 2011, 2, 37–63
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:31:31.030681Z
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.
Pith citing papers
Observation bcbd981d-e8ea-4f3a-9bdc-46ca9a3a4e97 · inbound
Prospects of Imitating Trading Agents in the Stock Market cites this paper.
Prospects of Imitating Trading Agents in the Stock Market Classifying and Clustering Trading Agents
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T13:02:54.735160Z
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.