Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T21:12:39.657537Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2509.08176.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T21:12:39.657537Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
32 of 32 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7b8b4038-01f3-4851-9f31-8b2dc9c940df · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Learning under concept drift: A review,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a4e7bf03-45a6-4098-8542-6e731f44e232 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Multi-source transfer learning for non-stationary environments,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6b95c9b2-412f-4237-b3df-237a9a0ee5a7 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Online non-stationary boosting
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e19205fb-c299-4ede-9d49-b65b0de984bc · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Learning in nonsta- tionary environments: A survey,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2885f2a4-a148-448f-bb16-2e9eca2778f2 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Transfer learning in non-stationary environments,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation de947a23-a90f-4ae5-aa40-9083f28ea147 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments A survey on concept drift adaptation,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d5ad2cdb-897e-45ed-a621-aa94381bfa41 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments A survey on transfer learning,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fa1f966d-7d83-457f-934e-c3f38e6a3bbc · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Multistream classification with relative density ratio estimation,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 56ffbeb9-2bb3-4ca7-8a24-9792b96e26db · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Comc: A framework for online cross-domain multistream classification,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3fddd554-157c-402b-8856-068b77a87e5c · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments London bike sharing dataset, https://www.kaggle.com/hmavrodiev/ london-bike-sharing-dataset,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d9d3f2a5-f838-410a-9c30-6b6b796b1569 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Event labeling combining ensemble detectors and background knowledge,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7e86af13-39d4-41da-968d-b6dec17d6c50 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments How to make best use of cross-company data in software effort estimation?
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 33ad0358-f559-4ba2-8561-8472a33d350b · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Ensemble learning for data stream analysis: A survey,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f3f7fce-05d4-4e49-a03e-ffd249a71dce · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Adaptive random forests for evolving data stream classification,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 63843c3d-0d44-46ad-8914-a70752b226fe · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Learning with drift detection,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5703c098-8e11-47c3-9a59-fbf49ebeaed4 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Online and non- parametric drift detection methods based on hoeffding’s bounds,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f5855259-ee69-4191-9ff1-82bb533bf6cd · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Dynamic weighted majority: An ensemble method for drifting concepts,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 63ef2296-56b0-48f1-9f63-b4bbb389e6bc · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments DDD: a new ensemble approach for dealing with concept drift,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e9ae8dd4-c87f-4a5d-980e-000c58fd0b50 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Online transfer learning,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42e0f627-4b31-4279-96cb-235028bcce5c · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Concept drift adaptation by exploiting historical knowledge,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5800ff8d-952a-4f71-8753-907c27ebafd5 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Code repository for MARLINE: Multi-source mapping transfer- learning for non-stationary environments,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ff840691-cd64-4926-a5e6-38eb564dd624 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Online bagging and boosting,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7d2cec40-f00c-4451-8fa3-a3cfbc4c4909 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Supplementary material for MARLINE: Multi-source mapping transferlearning for non-stationary environments,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9d0ec7cb-8096-4cf9-976c-fedc49a4dd54 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Moa: Massive online analysis,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dea89cfe-0c88-4906-aeb3-8a4f8a6cb850 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Mining high-speed data streams,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 73f8c443-b2cb-4056-b6d5-19582a71fc2b · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments An overview and comprehensive comparison of ensembles for concept drift,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c755fa0a-0e4f-43ca-be90-74567859a88f · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Issues in evaluation of stream learning algorithms,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 35f0b327-a13e-45e1-bbc8-7c9fc516b50f · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6ad217b9-b482-475e-954e-5b08005190b5 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Significance test for sphericity of a normal n-variate distribution,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6e624fc1-9fc1-44d8-a10a-d77dbe33c52b · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments On methods in the analysis of profile data,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c9662d8a-1530-4c68-8ada-256831323ba3 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Estimation of the box correction for degrees of freedom from sample data in randomized block and split- plot designs,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2889e63d-98bd-455d-995d-b423ca3ef6b9 · outbound
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments Verma,Repeated measures design for empirical researchers
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
No inbound Pith citation observations are available.