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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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International Journal of Pattern Recognition and Artificial Intelligence
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

85 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
85 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 85 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 85 of 85 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
CLASSIFICATION OF IMBALANCED DATA: A REVIEW
Yanmin Sun, Andrew K. C. Wong, Mohamed S. Kamel
2009· review· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
1,690
citations
afffundunlabeled
A FAST SVM TRAINING ALGORITHM
Jianxiong Dong, Ching Y. Suen, Adam Krzyżak
2003· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Social Behavioral Biometrics: An Emerging Trend
Madeena Sultana, Padma Polash Paul, Marina L. Gavrilova
2015· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
47
citations
afffundunlabeled
SCALING LARGE LEARNING PROBLEMS WITH HARD PARALLEL MIXTURES
Ronan Collobert, Yoshua Bengio, Samy Bengio
2003· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
BUILDING DETECTION USING BAYESIAN NETWORKS
Athena Stassopoulou, Terry Caelli
2000· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Engineering
distilled prediction:candidate · noneconsensus · none
34
citations
affunlabeled
NONITERATIVE 3D FACE RECONSTRUCTION BASED ON PHOTOMETRIC STEREO
Sang‐Woong Lee, Patrick S. P. Wang, Svetlana Yanushkevich, Seong–Whan Lee
2008· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
USING MARKET VALUE FUNCTIONS FOR TARGETED MARKETING DATA MINING
Yiyu Yao, Ning Zhong, Jiajin Huang, Chuangxin Ou, Chunnian Liu
2002· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
31
citations
afffundunlabeled
SILICON SUPPORT VECTOR MACHINE WITH ON-LINE LEARNING
Roman Genov, Shantanu Chakrabartty, Gert Cauwenberghs
2003· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
COEVOLUTION OF NEAREST NEIGHBOR CLASSIFIERS
Christian Gagné, Marc Parizeau
2007· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
SHAPE TRACKING AND PRODUCTION USING HIDDEN MARKOV MODELS
Terry Caelli, Andrew McCabe, Garry Briscoe
2001· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
COMPOUND DIVERSITY FUNCTIONS FOR ENSEMBLE SELECTION
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto
2009· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
USING INSTANCE CLONING TO IMPROVE NAIVE BAYES FOR RANKING
Liangxiao Jiang, Dianhong Wang, Harry Zhang, Zhihua Cai, Bo Huang
2008· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
K-MEANS CLUSTERING FOR PROBLEMS WITH PERIODIC ATTRIBUTES
Martin Vejmelka, Petr Musı́lek, Milan Paluš, Emil Pelikán
2009· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
afffundunlabeled
INVERSE BIOMETRICS FOR MOUSE DYNAMICS
Issa Traoré, Ahmed Awad E. Ahmed
2008· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
fundno affunlabeled
OPTIMAL SUBSPACE ANALYSIS FOR FACE RECOGNITION
Haitao Zhao, Pong C. Yuen, Jingyu Yang
2005· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
A NOVEL DISTANCE FUNCTION: FREQUENCY DIFFERENCE METRIC
Liangxiao Jiang, Chaoqun Li, Harry Zhang, Zhihua Cai
2014· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
PROJECT CellNet: EVOLVING AN AUTONOMOUS PATTERN RECOGNIZER
Nawwaf Kharma, Taras Kowaliw, Évelyne Clément, Christopher Jensen, Amr Youssef, Jie Yao
2004· article· en· International Journal of Pattern Recognition and Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations

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