Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:57:05.013048Z
Paper Citation Record · LEDGER
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review
As of 23 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 2 inbound Pith citation observations for arXiv:2506.12322.
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 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T13:51:18.657746Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T20:08:55.596648Z
Reference resolution
68 of 68 outbound references displayed
- verified exact4
- verified fuzzy22
- unresolved40
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8b37584d-9053-48b3-ba64-c380c1e7fc88 · outbound
This paper cites P., & Gomes, J.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review P., & Gomes, J
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.584157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 385c5c84-0219-4318-8c16-0e547ab32eae · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.360370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f2d90f74-ec07-492a-8a4a-e97009bc5f24 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.476508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9cf91247-0965-4c54-ba7d-ce146b39dbe3 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.261220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5a93fd2c-e35e-43cc-b7e7-6c2336d54140 · outbound
This paper cites Learning from Few Examples: A Summary of Approaches to Few-Shot Learning.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Learning from Few Examples: A Summary of Approaches to Few-Shot Learning
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:57:04.938368Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2eef388-22d6-434a-84e1-7764ac145dff · outbound
This paper cites J., & Ben ´ ıtez, J.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review J., & Ben ´ ıtez, J
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.537775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 388c83e8-750e-49b0-b478-3cb56e783c9e · outbound
This paper cites M., & Bernard, O.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review M., & Bernard, O
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.284259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e9323248-07f6-4460-94dc-9db13123f8a2 · outbound
This paper cites Training Compute-Optimal Large Language Models.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Training Compute-Optimal Large Language Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:57:04.904960Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60a8826e-2529-4def-a160-8bc4a94ad24a · outbound
This paper cites I., Forestier, G., Weber, J., Idoumghar, L., & Muller, P.-A.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review I., Forestier, G., Weber, J., Idoumghar, L., & Muller, P.-A
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.451739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bb61face-b7fe-4ce0-8c79-26082c184492 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.246134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c2a97bee-c3a5-442f-a1dc-863b4e8e349a · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.428118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ae3e654b-1d13-47b6-bb88-24e124e20564 · outbound
This paper cites SPSA-FSR: Simultaneous Perturbation Stochastic Approximation for Feature Selection and Ranking.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review SPSA-FSR: Simultaneous Perturbation Stochastic Approximation for Feature Selection and Ranking
Reference 25
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T00:57:05.043380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f7929c1b-68e8-46a9-9dc2-c2bf217497d1 · outbound
This paper cites A Review of Meta-level Learning in the Context of Multi-component, Multi-level Evolving Prediction Systems.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review A Review of Meta-level Learning in the Context of Multi-component, Multi-level Evolving Prediction Systems
Reference 27
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T00:57:05.122360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8142dd9f-44af-4eb1-8a6f-5eddb5a68629 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.382681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a1ddd15f-7ed9-459a-8e10-80d72731dbe3 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.420274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 15e8da0c-99f4-41ff-a228-c1f09af7b8d6 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.352753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation dcdf47df-9d23-4a85-8f40-870e92449922 · outbound
This paper cites M., Herwig, C., & Kager, J.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review M., Herwig, C., & Kager, J
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.238698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b6d1d003-241a-496d-848e-db3e8af2f2cc · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.268808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation db3c53ae-4dac-41d3-ad2d-b4b996ae5a2c · outbound
This paper cites B., de Silva, V., & Langford, J.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review B., de Silva, V., & Langford, J
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.207942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e5a20498-9468-423d-8590-4fe8ea69bf39 · outbound
This paper cites C., Soudier, P., & Faulon, J.-L.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review C., Soudier, P., & Faulon, J.-L
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.514499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bee9d670-730d-4fee-97b8-a67a031e967b · outbound
This paper cites S., Seth, S., Mallick, K., Rahaman, Z., & Mallik, S.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review S., Seth, S., Mallick, K., Rahaman, Z., & Mallik, S
Reference 92
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.529764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c39e1b04-1a14-467f-bf30-f3dc3ff954af · outbound
This paper cites Small Sample Learning in Big Data Era.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Small Sample Learning in Big Data Era
Reference 95
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:57:05.055383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 076891dd-0120-48d9-a304-3464d65a59cb · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 98
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.375375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3b2631fd-abde-4cc4-b6a5-a522299e6745 · outbound
This paper cites S., Escalante, S.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review S., Escalante, S
Reference 102
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.553383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1b9ced7f-ae8a-4c49-ae80-678ad2eec3f8 · outbound
This paper cites Bakirov, R., Gabrys, B., & Fay, D.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Bakirov, R., Gabrys, B., & Fay, D
Reference 114
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.568977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bc9c07e1-8bb9-42eb-9132-6c278e5cbef4 · outbound
This paper cites A., Manirafasha, E., Zhang, D., Yue, Q., & Jing, K.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review A., Manirafasha, E., Zhang, D., Yue, Q., & Jing, K
Reference 119
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.291806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b238ec66-97fe-4ecf-90ee-d3596a9acdd3 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 138
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.491566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b68046fd-850d-4fd4-a2ce-c7ad8218eea9 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 139
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.522096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2a605dfe-ea05-49d7-961f-aee7346d42f9 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 144
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.159177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5ba70081-dbce-4ae3-9c92-a23e6b9aff66 · outbound
This paper cites E., Shen, Z., Long, S.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review E., Shen, Z., Long, S
Reference 151
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.397442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6c43415c-905c-4121-a498-ff991f05c62c · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 152
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.142429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d5f2f6e6-0cf4-4841-826a-70490364122f · outbound
This paper cites Yang, Y., Farid, S.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Yang, Y., Farid, S
Reference 211
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.167762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation da90ee72-9fe0-4771-93d7-1763a5ee4eed · outbound
This paper cites S., & Banerjee, T.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review S., & Banerjee, T
Reference 214
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.307545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 40246742-e6b1-4d33-92ef-0dcf20f35b9e · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 241
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.253908Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 49bbb3f6-e213-4bbd-b395-c839938437a7 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 263
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.483996Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e31538b0-70b9-4249-a3e6-028a316eb11a · outbound
This paper cites L., Amicarelli, A.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review L., Amicarelli, A
Reference 334
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.323009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fc2e6506-956c-4430-b625-03cb5d5877e0 · outbound
This paper cites T., Pfister, F.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review T., Pfister, F
Reference 416
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.183731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c07a98c6-1e02-4a31-b6b5-4235c3c93c73 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 440
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.459865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 74beaaac-532c-4473-ab99-92eb8c83fd3b · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 483
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.175588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9df179c9-6893-4888-a08a-9db9d39d6a7d · outbound
This paper cites T., Chen, H.-C., Prayitno, Ogiela, M.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review T., Chen, H.-C., Prayitno, Ogiela, M
Reference 508
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.330761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7ec499b3-ce8b-4fd1-8a9d-589c63a96ceb · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 511
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.561186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7bea7d71-30ef-4b0b-8e0f-48a211c03750 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 590
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.231513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3d2df0ca-3908-40c0-bbc3-3f14e7893271 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 683
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.443620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 68fa932a-8ea4-4b9b-b45f-c3822e013713 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 787
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.345297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e2279575-9d24-44c4-b167-24cc2aaadab2 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 892
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.367906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 78cfb44f-9280-4d48-82fa-d48663e238b0 · outbound
This paper cites PCA-Boosted Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review PCA-Boosted Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes
Reference 922
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:57:05.133638Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8491743f-5fb7-433e-a5d8-3a134949cb00 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 1114
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.545665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6b112d63-ecf7-4e5a-94ac-9858e0848071 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 1200
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.576472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5ccaf4bc-42fb-4799-bedf-83ac9ccc8c15 · outbound
This paper cites Auto-Encoding Variational Bayes.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Auto-Encoding Variational Bayes
Reference 1241
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:57:04.921329Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 604c783f-71cb-4279-b8a1-568ae38d4ddb · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 1359
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.337966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 348bbd26-86bf-4786-b322-31dd93807139 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 1360
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.223493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 63f17478-b74d-438b-88a3-db438012c688 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 1395
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.315477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 821fdfea-91a3-4141-b3a7-25f833321a91 · outbound
This paper cites Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review
Reference 1461
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:57:05.098843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3aaa8530-c88c-4959-8444-3a10500b314c · outbound
This paper cites W., Sathish, A., Wan, N., Cheng, Q., Wen, Z., Tang, Y.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review W., Sathish, A., Wan, N., Cheng, Q., Wen, Z., Tang, Y
Reference 1702
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.276442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f70a386e-b5e1-47d3-bfc3-0242fec5de8f · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 1768
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.435968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fccbef42-9eec-4d85-993d-4fc786756f3e · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 1872
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.506881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation aa7c21ea-6597-4770-b77d-a337ebec3209 · outbound
This paper cites M., Soner, B., Coleri, S., Gunduz, D., & Bennis, M.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review M., Soner, B., Coleri, S., Gunduz, D., & Bennis, M
Reference 1954
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.468226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6d495cf0-1d27-42c8-8c19-dc7dd868e900 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 1996
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.200322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 22c03a13-d135-4219-9c9e-0e873289be41 · outbound
This paper cites A Survey of Learning on Small Data: Generalization, Optimization, and Challenge.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review A Survey of Learning on Small Data: Generalization, Optimization, and Challenge
Reference 2175
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:57:05.110565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4a2a8ca9-d07e-49f6-b499-feeb124f58fb · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 2586
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.191571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4a5e9b50-2ab9-4579-8eea-e7a144602120 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 3224
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.404635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f896b3c6-00dd-4691-8f20-f24fc3ad33cf · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 3459
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.150569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a50d804b-653d-4e14-972e-3d1fad62c0c3 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 3468
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.215993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f749a40d-26d3-475a-98ed-2cd18e07d22e · outbound
This paper cites R., Albarqouni, S., Bakas, S., Galtier, M.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review R., Albarqouni, S., Bakas, S., Galtier, M
Reference 3515
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.299560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c0b44977-a5b4-42a1-b268-3cc274ed2c2f · outbound
This paper cites Hutter, C., Stosch, M., Cruz Bournazou, M.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Hutter, C., Stosch, M., Cruz Bournazou, M
Reference 4541
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.390148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 00f77805-b06d-40bb-8c54-294d8e7806d9 · outbound
This paper cites Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning
Reference 4879
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:57:04.948409Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c8df6bb-77f2-4c1d-8175-a4a921b3c9e7 · outbound
This paper cites an unresolved cited work.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review Unresolved cited work
Reference 5150
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T00:57:05.412513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4dca5b88-c856-4f45-aeec-ea20b5b7d8c5 · outbound
This paper cites (2010).Semi-supervised learning.
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review (2010).Semi-supervised learning
Reference 7609
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T00:57:05.499172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
Observation 05b9a769-b6d9-40a6-9066-34b982aa0971 · inbound
Lessons Learned from Deploying Adaptive Machine Learning Agents with Limited Data for Real-time Cell Culture Process Monitoring cites this paper.
Lessons Learned from Deploying Adaptive Machine Learning Agents with Limited Data for Real-time Cell Culture Process Monitoring Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:51:18.657746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64ddaa06-79eb-4485-9d90-c8d22f8c0061 · inbound
Reinforcing Dual-Path Reasoning in Spatial Vision Language Models cites this paper.
Reinforcing Dual-Path Reasoning in Spatial Vision Language Models Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review
Reference 97
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T20:08:55.599306Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.