Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:18:03.498987Z
Paper Citation Record · LEDGER
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm
As of 19 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:1908.09362.
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 2026-08-18T06:34:40.430872+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
Reference resolution
35 of 35 outbound references displayed
- verified exact0
- verified fuzzy34
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d59605ff-574b-4869-9a58-df93920b1e2c · outbound
This paper cites Multi-column deep neural networks for image classification.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Multi-column deep neural networks for image classification
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:04.106761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 92de3bed-0b1a-4849-843f-88df6bc4fd9e · outbound
This paper cites Text classification from labeled and unlabeled documents using em.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Text classification from labeled and unlabeled documents using em
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:04.090924Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b96e687c-2e16-4dac-86e9-ff1088800b7b · outbound
This paper cites The e-commerce product classification challenge.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm The e-commerce product classification challenge
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:04.067566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c5e1ba4d-a8f5-4f17-a52c-83e300a8bc59 · outbound
This paper cites Application of machine learning on brain cancer multiclass classification.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Application of machine learning on brain cancer multiclass classification
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:04.051585Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e2c48165-75f7-417e-8b84-7e49ed917e8d · outbound
This paper cites Multicategory classification by support vector machines.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Multicategory classification by support vector machines
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:04.034586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e5444724-9fe0-463f-999b-2bf5df49445f · outbound
This paper cites Logarithmic time online multiclass prediction.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Logarithmic time online multiclass prediction
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:04.019638Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b85bba0d-ff4d-40b7-8dfb-1373066574db · outbound
This paper cites Multiclass learning with simplex coding.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Multiclass learning with simplex coding
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:04.002590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b1822088-3a00-42dc-84e6-88c81a702537 · outbound
This paper cites Multi-class support vector machines.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Multi-class support vector machines
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.985545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 055242ac-0f1c-412f-bad6-1de0d873545e · outbound
This paper cites Multi-label prediction via compressed sensing.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Multi-label prediction via compressed sensing
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.972013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4b14d65e-21e6-4289-9103-b306c6848cfe · outbound
This paper cites Fastxml: A fast, accurate and stable tree-classifier for extreme multi-label learning.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Fastxml: A fast, accurate and stable tree-classifier for extreme multi-label learning
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.957716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dbdfa563-4087-46d0-9eed-0d3574296d22 · outbound
This paper cites Gradient boosted decision trees for high dimensional sparse output.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Gradient boosted decision trees for high dimensional sparse output
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.942748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6466dc49-30ce-42fc-9073-ecb7f0064163 · outbound
This paper cites Pd-sparse: A primal and dual sparse approach to extreme multiclass and multilabel classification.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Pd-sparse: A primal and dual sparse approach to extreme multiclass and multilabel classification
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.925633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 342bbde0-f2f2-49b1-a735-2dce70e77377 · outbound
This paper cites Learning machines.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Learning machines
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.897903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 843e110e-d684-4a52-981e-a42a05abff7b · outbound
This paper cites Classification by pairwise coupling.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Classification by pairwise coupling
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.876114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fa952a61-801e-4d04-9bb0-3426fa95dec9 · outbound
This paper cites Solving multiclass learning problems via error-correcting output codes.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Solving multiclass learning problems via error-correcting output codes
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.860426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 804b839d-2706-45be-8759-c942ebc65b42 · outbound
This paper cites On the learnability and design of output codes for multiclass problems.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm On the learnability and design of output codes for multiclass problems
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.843676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 206cfd8f-bf06-4b28-ad5f-cbcc75ca0b86 · outbound
This paper cites Traffic sign recognition using evolution- ary adaboost detection and forest-ecoc classification.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Traffic sign recognition using evolution- ary adaboost detection and forest-ecoc classification
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.822685Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b88c7045-f6cf-411a-8f74-22aeccbc7214 · outbound
This paper cites Discriminant ecoc: A heuristic method for application dependent design of error correcting output codes.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Discriminant ecoc: A heuristic method for application dependent design of error correcting output codes
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.808214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 65db72f6-5aed-4eee-8c7c-90702b272009 · outbound
This paper cites Evolving output codes for multiclass problems.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Evolving output codes for multiclass problems
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.794238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 17892be9-59ed-45a5-b465-25793f1e0271 · outbound
This paper cites Minimal design of error-correcting output codes.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Minimal design of error-correcting output codes
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.779890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 45ff6508-377b-40bc-a326-53aaea0f6bf3 · outbound
This paper cites A genetic-based subspace analysis method for improving error-correcting output coding.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm A genetic-based subspace analysis method for improving error-correcting output coding
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.763544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8467b5be-a628-4d36-920f-d03548e84801 · outbound
This paper cites On the design of an ecoc-compliant genetic algorithm.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm On the design of an ecoc-compliant genetic algorithm
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.748970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 50d31e83-fb74-4dd2-81fa-06f9f8391f6e · outbound
This paper cites Spectral error correcting output codes for efficient multiclass recognition.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Spectral error correcting output codes for efficient multiclass recognition
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.735295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6cce507b-f1d6-417f-8e4f-15eb5a754a65 · outbound
This paper cites Sparse output coding for large-scale visual recognition.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Sparse output coding for large-scale visual recognition
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.720790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3ef25dcb-785b-4fb7-9bcf-365270f767dc · outbound
This paper cites Thinned-ecoc ensemble based on sequential code shrinking.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Thinned-ecoc ensemble based on sequential code shrinking
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.706250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation da1159f8-fb8c-4f12-8895-1b300e532681 · outbound
This paper cites Multiclass from binary: Expanding one-versus-all, one-versus-one and ecoc-based approaches.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Multiclass from binary: Expanding one-versus-all, one-versus-one and ecoc-based approaches
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.688916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0024c7d8-9e2c-4e19-8a8d-5bc8029020f8 · outbound
This paper cites Ecoc-one: A novel coding and decoding strategy.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Ecoc-one: A novel coding and decoding strategy
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.673577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3c2e72f7-0926-4624-b675-bf6c7417a4da · outbound
This paper cites On the decoding process in ternary error-correcting output codes.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm On the decoding process in ternary error-correcting output codes
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.658425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 774c307c-d74b-4ed2-9798-61722fd294be · outbound
This paper cites Distributed representations of words and phrases and their compositionality.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Distributed representations of words and phrases and their compositionality
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.641219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b0308e5a-1299-4818-97d7-89e68e1f2024 · outbound
This paper cites Fix your classifier: the marginal value of training the last weight layer.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Fix your classifier: the marginal value of training the last weight layer
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T11:18:03.474789Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 166e3215-2436-48e9-961b-61bd376c40d8 · outbound
This paper cites Libsvm: a library for support vector machines.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Libsvm: a library for support vector machines
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.624549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c4d3829d-e79b-40da-874b-bdf055421ad2 · outbound
This paper cites Inferring networks of substitutable and complementary products.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Inferring networks of substitutable and complementary products
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.605373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ffb1e9ec-23f2-433d-a9ee-490d297d1ab8 · outbound
This paper cites Image-based recommendations on styles and substitutes.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Image-based recommendations on styles and substitutes
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.590293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6ff4d986-5078-46d5-83a0-310728981fa2 · outbound
This paper cites Reducing multiclass to binary: A unifying approach for margin classifiers.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Reducing multiclass to binary: A unifying approach for margin classifiers
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.573495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c1560a1d-4562-4742-9abc-88206b88b535 · outbound
This paper cites Lightgbm: A highly efficient gradient boosting decision tree.
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm Lightgbm: A highly efficient gradient boosting decision tree
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:18:03.553435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.