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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.

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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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Springer topics in signal processing
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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.

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

37 results · 1 filter active ·
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20082023
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
37 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 37 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 37 of 37 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Microphone Array Signal Processing
Jacob Benesty, Jingdong Chen, Yiteng Huang
2008· book· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
901
citations
affno abstractunlabeled
Array Processing
Jacob Benesty, Israel Cohen, Jingdong Chen
2019· book· en· Springer topics in signal processing· Engineering
machine prediction:candidate · noneconsensus · none
73
citations
affno abstractunlabeled
A Perspective on Stereophonic Acoustic Echo Cancellation
Jacob Benesty, Constantin Paleologu, Tomas Gänsler, Silviu Ciochină
2011· book· en· Springer topics in signal processing· Engineering
machine prediction:candidate · noneconsensus · none
62
citations
affno abstractunlabeled
Spectral Enhancement Methods
Jacob Benesty, Jingdong Chen, Yiteng Huang, Israel Cohen
2009· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
50
citations
affno abstractunlabeled
Microphone Arrays
Jacob Benesty, Gongping Huang, Jingdong Chen, Ningning Pan
2023· book· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Basic Methods
Amar Mitiche, Ismail Ben Ayed
2010· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Fundamental Properties
Jacob Benesty, Jingdong Chen, Yiteng Huang, Israel Cohen
2009· book-chapter· en· Springer topics in signal processing· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Design of Third-Order Circular Differential Arrays
Jacob Benesty, Jingdong Chen, Israel Cohen
2015· book-chapter· en· Springer topics in signal processing· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Introduction
Jacob Benesty, Jingdong Chen, Yiteng Huang, Israel Cohen
2009· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Optical Flow Estimation
Amar Mitiche, J.K. Aggarwal
2013· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Introduction
Amar Mitiche, Ismail Ben Ayed
2010· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Multichannel Signal Enhancement in the STFT Domain
Jacob Benesty, Mads Græsbøll Christensen, Jesper Rindom Jensen
2016· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Multiregion Segmentation
Amar Mitiche, Ismail Ben Ayed
2010· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Superdirective Beamforming with Circular Arrays
Jacob Benesty, Jingdong Chen, Israel Cohen
2015· book-chapter· en· Springer topics in signal processing· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Optimal Filters in the Transform Domain
Jacob Benesty, Jingdong Chen, Yiteng Huang, Israel Cohen
2009· book-chapter· en· Springer topics in signal processing· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Low-Rank Beamforming
Jacob Benesty, Gongping Huang, Jingdong Chen, Ningning Pan
2023· book-chapter· en· Springer topics in signal processing· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Region Merging Priors
Amar Mitiche, Ismail Ben Ayed
2010· book-chapter· en· Springer topics in signal processing· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Jacob Benesty, Israel Cohen, Jingdong Chen
2021· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Multichannel Signal Enhancement in the Time Domain
Jacob Benesty, Mads Græsbøll Christensen, Jesper Rindom Jensen
2016· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Problem Formulation with Uniform Linear Arrays
Jacob Benesty, Israel Cohen, Jingdong Chen
2019· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Binaural Beamforming
Jacob Benesty, Gongping Huang, Jingdong Chen, Ningning Pan
2023· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Jacob Benesty, Israel Cohen, Jingdong Chen
2019· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
Jacob Benesty, Gongping Huang, Jingdong Chen, Ningning Pan
2023· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Large Array Beamforming
Jacob Benesty, Gongping Huang, Jingdong Chen, Ningning Pan
2023· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Differential Beamforming
Jacob Benesty, Gongping Huang, Jingdong Chen, Ningning Pan
2023· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Appendix
Amar Mitiche, Ismail Ben Ayed
2010· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Motion Based Image Segmentation
Amar Mitiche, Ismail Ben Ayed
2010· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Image Models
Amar Mitiche, Ismail Ben Ayed
2010· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introductory Background
Amar Mitiche, Ismail Ben Ayed
2010· book-chapter· en· Springer topics in signal processing· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

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