Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:07:54.739544Z
Paper Citation Record · LEDGER
Most General Explanations of Tree Ensembles (Extended Version)
As of 20 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2505.10991.
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 2026-08-20T06:33:59.587034+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
58 of 58 outbound references displayed
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2a128c86-69b5-4f24-bfa1-c7a49ca6a204 · outbound
This paper cites On pixel-wise explanations for non-linear classifier decisions by layer-wise relevanc e propagation.
Most General Explanations of Tree Ensembles (Extended Version) On pixel-wise explanations for non-linear classifier decisions by layer-wise relevanc e propagation
Reference 1
- Resolution
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Observation babe3efa-a301-42d0-b9a9-ba105aae3d67 · outbound
This paper cites Solving MAXSA T by solving a sequence of simpler SA T instances.
Most General Explanations of Tree Ensembles (Extended Version) Solving MAXSA T by solving a sequence of simpler SA T instances
Reference 11
- Resolution
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Observation 8b8dbfb7-68ad-45c1-a970-dcbcd9b35438 · outbound
This paper cites Friedman.
Most General Explanations of Tree Ensembles (Extended Version) Friedman
Reference 12
- Resolution
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Source-reported events for the cited work
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Observation abecee28-2064-44ff-b52a-926bb3ba20f2 · outbound
This paper cites Suf- ficient reasons for classifier decisions in the presence of domain constraints.
Most General Explanations of Tree Ensembles (Extended Version) Suf- ficient reasons for classifier decisions in the presence of domain constraints
Reference 13
- Resolution
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Observation 15019dad-db0f-422c-bacd-035b144f1043 · outbound
This paper cites On the failings of shapley values for explainability.
Most General Explanations of Tree Ensembles (Extended Version) On the failings of shapley values for explainability
Reference 15
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Observation 08fb5132-08a1-4f06-a227-6a2cf001c5fd · outbound
This paper cites Solving explainability queries with quantification: The case of feature relevancy.
Most General Explanations of Tree Ensembles (Extended Version) Solving explainability queries with quantification: The case of feature relevancy
Reference 16
- Resolution
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Source-reported events for the cited work
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Observation cc290dc7-6960-46c7-b696-524a7ec31a7b · outbound
This paper cites Liffiton, and Joao Marques-Silva.
Most General Explanations of Tree Ensembles (Extended Version) Liffiton, and Joao Marques-Silva
Reference 17
- Resolution
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Source-reported events for the cited work
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Observation c8e4a589-7933-4c92-b40a-b11a67dd2eef · outbound
This paper cites PySA T: A python toolkit for pro- totyping with SA T oracles.
Most General Explanations of Tree Ensembles (Extended Version) PySA T: A python toolkit for pro- totyping with SA T oracles
Reference 18
- Resolution
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Source-reported events for the cited work
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Observation 3cf728fe-ba84-40f5-9b59-5849e4f61553 · outbound
This paper cites Towards universally accessible SA T tech- nology.
Most General Explanations of Tree Ensembles (Extended Version) Towards universally accessible SA T tech- nology
Reference 21
- Resolution
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Source-reported events for the cited work
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Observation 97eaabfc-77b9-4638-93f0-3b80592c144a · outbound
This paper cites Towards trustable explain- able AI.
Most General Explanations of Tree Ensembles (Extended Version) Towards trustable explain- able AI
Reference 22
- Resolution
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Source-reported events for the cited work
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Observation ccb5e54a-88e6-4f94-a985-8f131aa6846c · outbound
This paper cites On explaining random forests with SA T.
Most General Explanations of Tree Ensembles (Extended Version) On explaining random forests with SA T
Reference 23
- Resolution
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Source-reported events for the cited work
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Observation 8f7b95ec-9542-4db7-8bb7-84304ce1d27d · outbound
This paper cites Efficient Contrastive Explanations on Demand.
Most General Explanations of Tree Ensembles (Extended Version) Efficient Contrastive Explanations on Demand
Reference 24
- Resolution
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Source-reported events for the cited work
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Observation e215fcd2-faa5-455a-ab30-3f71f89962eb · outbound
This paper cites On tackling explanation redundancy in de- cision trees.
Most General Explanations of Tree Ensembles (Extended Version) On tackling explanation redundancy in de- cision trees
Reference 25
- Resolution
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Source-reported events for the cited work
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Observation e70c4284-e18f-4709-87c9-f7f66ca0560f · outbound
This paper cites A new class of explanations for classifiers with non-binary features.
Most General Explanations of Tree Ensembles (Extended Version) A new class of explanations for classifiers with non-binary features
Reference 26
- Resolution
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Source-reported events for the cited work
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Observation 6b747e2a-6b84-4309-8789-f505c60e38ab · outbound
This paper cites Towards trustable SHAP scores.
Most General Explanations of Tree Ensembles (Extended Version) Towards trustable SHAP scores
Reference 27
- Resolution
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Source-reported events for the cited work
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Observation 737a96a1-805c-493e-ae3b-a2c30a6dd041 · outbound
This paper cites Lundberg and Su-In Lee.
Most General Explanations of Tree Ensembles (Extended Version) Lundberg and Su-In Lee
Reference 30
- Resolution
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Source-reported events for the cited work
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Observation 0d4ee39f-1137-468f-85b9-b927734d84b9 · outbound
This paper cites Delivering trustworthy AI through formal XAI.
Most General Explanations of Tree Ensembles (Extended Version) Delivering trustworthy AI through formal XAI
Reference 32
- Resolution
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Source-reported events for the cited work
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Observation 85f9c4e9-902f-4cdf-ba12-3c39256c80d5 · outbound
This paper cites Logic-based ex- plainability in machine learning.
Most General Explanations of Tree Ensembles (Extended Version) Logic-based ex- plainability in machine learning
Reference 33
- Resolution
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Source-reported events for the cited work
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Observation b0d1620b-0ca7-4683-a8f2-a199b231687c · outbound
This paper cites Logic-based ex- plainability: Past, present and future.
Most General Explanations of Tree Ensembles (Extended Version) Logic-based ex- plainability: Past, present and future
Reference 34
- Resolution
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Source-reported events for the cited work
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Observation 261d2c70-8b11-4bbc-ab58-4b91ed5cec77 · outbound
This paper cites Explanation in artificial intelli- gence: Insights from the social sciences.
Most General Explanations of Tree Ensembles (Extended Version) Explanation in artificial intelli- gence: Insights from the social sciences
Reference 35
- Resolution
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Observation f1322360-bf08-4040-b1ba-c14a4169a824 · outbound
This paper cites Interpretable machine learning.
Most General Explanations of Tree Ensembles (Extended Version) Interpretable machine learning
Reference 36
- Resolution
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Observation d6969f77-c439-456d-b647-1fbd043454a7 · outbound
This paper cites Olson, William La Cava, Pa- tryk Orzechowski, Ryan J.
Most General Explanations of Tree Ensembles (Extended Version) Olson, William La Cava, Pa- tryk Orzechowski, Ryan J
Reference 37
- Resolution
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Observation 82aa5f61-2341-4580-82a1-812aaabc5d85 · outbound
This paper cites Scikit-learn: Machine learning in Python.
Most General Explanations of Tree Ensembles (Extended Version) Scikit-learn: Machine learning in Python
Reference 38
- Resolution
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This paper cites Partial MUS enumeration.
Most General Explanations of Tree Ensembles (Extended Version) Partial MUS enumeration
Reference 39
- Resolution
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Observation c2d392bd-0aa5-4185-8f67-a0b2bb2f5ac0 · outbound
This paper cites ”why should I trust you?”: Explain- ing the predictions of any classifier.
Most General Explanations of Tree Ensembles (Extended Version) ”why should I trust you?”: Explain- ing the predictions of any classifier
Reference 40
- Resolution
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Observation 72b9304b-5dba-417d-b67e-caf5cd293b8d · outbound
This paper cites Anchors: High-precision model- agnostic explanations.
Most General Explanations of Tree Ensembles (Extended Version) Anchors: High-precision model- agnostic explanations
Reference 41
- Resolution
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Observation 3e78992a-69c3-43fa-8a7d-50cdd829ecf8 · outbound
This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.
Most General Explanations of Tree Ensembles (Extended Version) Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Reference 43
- Resolution
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Source-reported events for the cited work
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This paper cites Implicit hitting set algorithms for re a- soning beyond NP.
Most General Explanations of Tree Ensembles (Extended Version) Implicit hitting set algorithms for re a- soning beyond NP
Reference 44
- Resolution
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Observation f513dba6-8a8b-48cb-84ef-4cb775a4647a · outbound
This paper cites Towards explainable artificial intelligence.
Most General Explanations of Tree Ensembles (Extended Version) Towards explainable artificial intelligence
Reference 45
- Resolution
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Observation 0c2cdedd-e919-446d-88dc-1e68c6bfcc25 · outbound
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Most General Explanations of Tree Ensembles (Extended Version) Anders, and Klaus- Robert M¨ uller
Reference 46
- Resolution
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Source-reported events for the cited work
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Observation 86c33a0f-8edc-48b4-bcfb-f709277e9b1e · outbound
This paper cites Prediction is deduction but explanation is abduction.
Most General Explanations of Tree Ensembles (Extended Version) Prediction is deduction but explanation is abduction
Reference 47
- Resolution
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This paper cites Fooling LIME and SHAP: adversarial attacks on post hoc explanation methods.
Most General Explanations of Tree Ensembles (Extended Version) Fooling LIME and SHAP: adversarial attacks on post hoc explanation methods
Reference 49
- Resolution
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Source-reported events for the cited work
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Observation 85d90568-fe72-4271-b336-26e8dfe5798a · outbound
This paper cites Swartout.
Most General Explanations of Tree Ensembles (Extended Version) Swartout
Reference 50
- Resolution
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This paper cites The computational complexity of understanding binary classifier decisions.
Most General Explanations of Tree Ensembles (Extended Version) The computational complexity of understanding binary classifier decisions
Reference 53
- Resolution
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Source-reported events for the cited work
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Most General Explanations of Tree Ensembles (Extended Version) Unresolved cited work
Reference 54
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This paper cites an unresolved cited work.
Most General Explanations of Tree Ensembles (Extended Version) Unresolved cited work
Reference 55
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50f8d6e1-fc32-41d8-9bc7-1f3040942106 · outbound
This paper cites Copy number variation in plasma as a tool for lung cancer prediction using extreme gradient boosting (xgboost) classifier.
Most General Explanations of Tree Ensembles (Extended Version) Copy number variation in plasma as a tool for lung cancer prediction using extreme gradient boosting (xgboost) classifier
Reference 56
- Resolution
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Observation b417fe91-e7e1-45ba-a05c-f5b4c5c0fb27 · outbound
This paper cites On Formal Feature Attribution and Its Approximation.
Most General Explanations of Tree Ensembles (Extended Version) On Formal Feature Attribution and Its Approximation
Reference 57
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d71f4aa2-1c24-4252-9c10-c675aa1cec4a · outbound
This paper cites an unresolved cited work.
Most General Explanations of Tree Ensembles (Extended Version) Unresolved cited work
Reference 58
- Resolution
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Observation e1dc2917-cf1f-4f4f-b9e1-2cecc14b6b5c · outbound
This paper cites Swartout.
Most General Explanations of Tree Ensembles (Extended Version) Swartout
Reference 1977
- Resolution
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Source-reported events for the cited work
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Observation 3904aaa0-c4fc-4e86-9ffd-9ff499fbfd87 · outbound
This paper cites https://archive.ics.uci.edu/ml,.
Most General Explanations of Tree Ensembles (Extended Version) https://archive.ics.uci.edu/ml,
Reference 1983
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c87ff411-6f15-4b79-93ba-9fe8d45ff74e · outbound
This paper cites A symbolic approach to explaining bayesian net- work classifiers.
Most General Explanations of Tree Ensembles (Extended Version) A symbolic approach to explaining bayesian net- work classifiers
Reference 1989
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 40167ccb-6c70-454c-b5c6-718827b577a7 · outbound
This paper cites Karp, Erick Moreno-Centeno, and Santosh S.
Most General Explanations of Tree Ensembles (Extended Version) Karp, Erick Moreno-Centeno, and Santosh S
Reference 2001
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0a642016-9504-41b3-ae6a-22af0dc7885c · outbound
This paper cites Logic for explainable AI.
Most General Explanations of Tree Ensembles (Extended Version) Logic for explainable AI
Reference 2003
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fdbb4d0-197c-4c18-a951-7fd1cdfaacdd · outbound
This paper cites To- wards formal XAI: formally approximate minimal expla- nations of neural networks.
Most General Explanations of Tree Ensembles (Extended Version) To- wards formal XAI: formally approximate minimal expla- nations of neural networks
Reference 2005
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 93f20927-f8cb-4376-a8d8-9855b08c58eb · outbound
This paper cites XGBoost: A scalable tree boosting system.
Most General Explanations of Tree Ensembles (Extended Version) XGBoost: A scalable tree boosting system
Reference 2011
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4829a8a4-a242-4d59-8319-c3161e72f2c4 · outbound
This paper cites Liffiton, Alessandro Previti, Ammar Malik, and Jo˜ ao Marques-Silva.
Most General Explanations of Tree Ensembles (Extended Version) Liffiton, Alessandro Previti, Ammar Malik, and Jo˜ ao Marques-Silva
Reference 2013
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bd1af38a-05f5-46ab-8c86-b8d131cd54d7 · outbound
This paper cites an unresolved cited work.
Most General Explanations of Tree Ensembles (Extended Version) Unresolved cited work
Reference 2015
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ebc8d704-1bf6-4e22-a702-eeb2cfe68d31 · outbound
This paper cites Clarke, Orna Grum- berg, Somesh Jha, Y uan Lu, and Helmut V eith.
Most General Explanations of Tree Ensembles (Extended Version) Clarke, Orna Grum- berg, Somesh Jha, Y uan Lu, and Helmut V eith
Reference 2016
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 52265fd6-e331-49d6-84eb-ef3a0ea63ca5 · outbound
This paper cites Explainability is not a game.
Most General Explanations of Tree Ensembles (Extended Version) Explainability is not a game
Reference 2017
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e28ce61d-395f-4db8-a451-74a5dc28e983 · outbound
This paper cites Interpretable machine learning: Fundamental prin- ciples and 10 grand challenges.
Most General Explanations of Tree Ensembles (Extended Version) Interpretable machine learning: Fundamental prin- ciples and 10 grand challenges
Reference 2018
- Resolution
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- raw_fallback, observed 2026-08-15T21:07:55.017617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a42e18ed-37cd-48cd-bfed-f4be48e81b7e · outbound
This paper cites From con- trastive to abductive explanations and back again.
Most General Explanations of Tree Ensembles (Extended Version) From con- trastive to abductive explanations and back again
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:07:55.265399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 46abe68c-2699-49f8-b251-5948263670ab · outbound
This paper cites Stuckey, and Jo˜ ao Marques-Silva.
Most General Explanations of Tree Ensembles (Extended Version) Stuckey, and Jo˜ ao Marques-Silva
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:07:55.254972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation af78fbc9-126c-4bcc-bd7c-d925df164f1f · outbound
This paper cites Lobo, Vignesh Viswanathan, and Y air Zick.
Most General Explanations of Tree Ensembles (Extended Version) Lobo, Vignesh Viswanathan, and Y air Zick
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:07:55.407670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4c03d47d-a590-46af-aa73-57445993f4ff · outbound
This paper cites Gurobi Optimizer Reference Manual,.
Most General Explanations of Tree Ensembles (Extended Version) Gurobi Optimizer Reference Manual,
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:07:55.317586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6016f262-a151-4e83-8db3-4ef47de81772 · outbound
This paper cites Handbook of Satisfi- ability - Second Edition.
Most General Explanations of Tree Ensembles (Extended Version) Handbook of Satisfi- ability - Second Edition
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:07:55.419695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4b37e427-5a1e-456d-a677-e563e8b955f4 · outbound
This paper cites Random forests.
Most General Explanations of Tree Ensembles (Extended Version) Random forests
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:07:55.395808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 34b38281-e97f-4fa9-9196-9418e5af6e7b · outbound
This paper cites Liffiton and Ammar Ma- lik.
Most General Explanations of Tree Ensembles (Extended Version) Liffiton and Ammar Ma- lik
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:07:55.179198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.