cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/gsg-ypb-9rn
title: Salix daphnoides Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fnx-46r-ekk
title: Salix daphnoides Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h30-b4c-dvq
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1ds-e2p-40a
title: Salix caprea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f4g-r8x-kcd
title: Salix daphnoides Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.p5antb
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceratina cobaltina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 113 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070398-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/40x-55g-fwx
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qfe-5fn-rwg
title: Salix daphnoides Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1x5-yak-7f0
title: Salix daphnoides Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gty-sdc-clm
title: Salix cordata Michx.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/acl-8sj-vxk
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gnq-mqt-kcf
title: Salix commutata Bebb

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7mw-rjj-fsc
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gpz-4nx-s4m
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s4z-npy-m93
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xth-q48-zlt
title: Salix daphnoides Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/db6-lkm-kpv
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k8p-t16-scq
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/50n-rs6-a5e
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f2f-8hg-d5a
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j0n-rav-329
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m92-1te-4xv
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/98c-jwa-3d5
title: Aethionema saxatile subsp. saxatile

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e23-7w0-2q6
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9q3-cq9-80p
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kxd-h01-r5b
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dc6-5y9-fsl
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8x6-tgh-bp6
title: Miconia secunfrancavillana Ocampo & Almeda

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rtb-1fp-wwe
title: Miconia secunfrancavillana Ocampo & Almeda

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1dy-kre-p59
title: Salix pierotii Miq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5we-pmm-f7e
title: Miconia radulifolia (Benth.) Naudin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/10y-8p1-qyk
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wc8-371-5ff
title: Miconia eugenioides Triana

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q0n-5s5-tz4
title: Salix drummondiana Barratt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2e1-j6s-c08
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zea-4jk-paf
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4vr-fj6-zve
title: Salix drummondiana Barratt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jvs-q2l-htv
title: Salix drummondiana Barratt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5ym-xcs-ynq
title: Salix drummondiana Barratt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9vd-3k0-9qd
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.qn53wq
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia hypericifolia",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070400-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/t53-pal-xm4
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3ly-20c-qll
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ts7-yyl-dly
title: Salix eastwoodiae Cockerell ex A. Heller

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qa1-vwh-rez
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qr1-l3g-p1c
title: Salix mesnyi Hance

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2wv-ytw-grf
title: Myosotis ramosissima subsp. ramosissima

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x4t-50b-6aj
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.n2uz63
title: Occurrence Download

description: A dataset containing 658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceratina dallatorreana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 658 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070399-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/af5-xxt-kgj
title: Salix babylonica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6g0-t8j-4lf
title: Salix eastwoodiae Cockerell ex A. Heller

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9xd-lw5-0xe
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cq1-0vf-qf8
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/el4-nyc-4ej
title: Salix eastwoodiae Cockerell ex A. Heller

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.stdzke
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Begonia nelumbiifolia",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070401-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9hz-01z-xx9
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hs7-9em-rmc
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/glz-vcn-4c8
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mc8-z30-hzj
title: Salix fragilis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pgv-ht8-4q3
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lq5-cjh-glh
title: Salix purpurea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qmj-bgx-v0v
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jq5-lpy-01h
title: Salix rosmarinifolia subsp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l6l-xw9-gpj
title: Salix rosmarinifolia subsp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3sn-jz1-fsn
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sns-axx-shj
title: Salix waldsteiniana Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a08-khc-7m1
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/evx-v5a-mf2
title: Salix triandra L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jn0-ak8-7tb
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mgh-f2h-56q
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0zt-08w-cr9
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hpx-3pm-n4g
title: Salix rosmarinifolia subsp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6rb-tlr-kyn
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t97-sb0-0c6
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f1f-60n-42z
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h5r-8rf-h9j
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nzb-my2-00f
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2f4-sbx-28a
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lxy-967-cea
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/egn-wk1-q0r
title: Salix eleagnos subsp. angustifolia (Cariot) Rech. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lse-8j8-3aq
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w23-rky-f98
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ydt-92r-f3b
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k5w-pck-taf
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5m6-ct3-byf
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9sd-gb0-le9
title: Salix rosmarinifolia subsp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7e0-tgv-5d6
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z1p-gdx-yq0
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fkc-kw4-1t2
title: Salix rosmarinifolia subsp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5jp-hnw-j1m
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7zy-yph-hm6
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2rw-633-gpf
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p1e-k99-21c
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/56k-2xx-d4x
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gs5-bj3-mk6
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kk9-b1t-d25
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3f8-y93-ze6
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9ve-mbz-455
title: Salix discolor Muhl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bxt-95q-c7b
title: Salix rosmarinifolia subsp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wd4-ntg-s4v
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f41-n9t-4qz
title: Miconia albicans (Sw.) Steud.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mjq-916-7a2
title: Salix rosmarinifolia subsp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1ll-fkw-jfg
title: Salix × incubacea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q55-wck-plw
title: Salix rosmarinifolia subsp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v8s-7a7-mhl
title: Microlicia elegans Naudin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z1t-1kg-ves
title: Miconia lepidota DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/565-18m-8lg
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e8l-8rx-s3a
title: Henriettea angustifolia O. Berg ex Triana

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/aka-ba8-l5p
title: Alyssum hirsutum M. Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z8t-w3t-51e
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1sm-v72-clk
title: Salix rosmarinifolia subsp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3l9-hbk-em0
title: Salix rosmarinifolia subsp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r1h-hrh-cgb
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v8d-yw1-by6
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q1m-yb0-e6e
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2rq-qb9-69w
title: Microlicia acerosa Versiane & R. Romero

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vvp-s4v-77p
title: Microlicia linifolia (DC.) Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/165-smf-wsm
title: Comolia villosa (Aubl.) Triana

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f3j-t82-lty
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/618-k6m-qjb
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fa4-sf7-4ef
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0zs-qy6-wq7
title: Salix eleagnos Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/fj7vfg3nph.1
title: LINF_280019100

description: Leucine-rich repeats containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ztg7pxr6ch
title: STT3A is essential for Wnt signaling and represents a target for cancers driven by RNF43 deficiency

description: This dataset contains the original raw and analyzed data supporting the manuscript “STT3A is essential for Wnt signaling and represents a target for cancers driven by RNF43 deficiency”. The study identifies STT3A as an essential regulator of the Wnt signaling pathway and a potential therapeutic target for RNF43-deficient cancers. Included data were generated from key experiments, including Wnt reporter assays (DDT), Western blotting (WB), and CRISPR screen, and other experiments central to the study
DOI: 10.17632/ztg7pxr6ch.2
title: STT3A is essential for Wnt signaling and represents a target for cancers driven by RNF43 deficiency

description: This dataset contains the original raw and analyzed data supporting the manuscript “STT3A is essential for Wnt signaling and represents a target for cancers driven by RNF43 deficiency”. The study identifies STT3A as an essential regulator of the Wnt signaling pathway and a potential therapeutic target for RNF43-deficient cancers. Included data were generated from key experiments, including Wnt reporter assays (DDT), Western blotting (WB), and CRISPR screen, and other experiments central to the study
DOI: 10.17632/33gjwz42ws
title: LINF_280019700

description: Amastin; Leishmania infantum (strain JPCM5)
DOI: 10.17632/33gjwz42ws.1
title: LINF_280019700

description: Amastin; Leishmania infantum (strain JPCM5)
DOI: 10.17632/46mdyyp3r7
title: LINF_280019800

description: Amastin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/46mdyyp3r7.1
title: LINF_280019800

description: Amastin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/vdbb7mgwc7
title: LINF_280020000

description: DNA polymerase kappa; Leishmania infantum (strain JPCM5)
DOI: 10.17632/vdbb7mgwc7.1
title: LINF_280020000

description: DNA polymerase kappa; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.17201032
title: Algorithm Benchmark Suite v2.0: Synthetic Dataset for Circular Bias Detection

description: <h1>Algorithm Benchmark Suite v2.0</h1>

<p>A comprehensive benchmark dataset for evaluating circular bias detection algorithms in AI evaluation contexts.</p>

<h2>Dataset Contents</h2>

<p>This archive contains <strong>10 CSV files</strong> with synthetic evaluation data across diverse scenarios:</p>

<ul><li><strong>algorithm_benchmark_suite.csv</strong> - Main benchmark (20 records, 7 fields)</li><li><strong>scenario_*.csv</strong> (9 files) - Controlled experiments with varying:<ul><li>Noise levels (0.05-0.2)</li><li>Bias intensities (0.0-0.9)</li><li>Temporal configurations (8-20 periods)</li><li>Algorithm counts (3-6 algorithms)</li></ul></li></ul>

<h2>Data Schema</h2>

<p>Each record includes standardized fields:</p><ul><li><code>time_period</code>: Evaluation period ID (integer)</li><li><code>algorithm</code>: Algorithm identifier (string)</li><li><code>performance</code>: Performance metric [0-1] (float)</li><li><code>constraint_compute</code>: Computational constraint (float)</li><li><code>constraint_memory</code>: Memory constraint in GB (float)</li><li><code>constraint_dataset_size</code>: Training dataset size (integer)</li><li><code>evaluation_protocol</code>: Protocol version (string)</li></ul>

<h2>Use Cases</h2><ul><li>Benchmarking bias detection algorithms</li><li>Testing evaluation methodology robustness</li><li>Research on algorithmic fairness in temporal domains</li><li>Validation of circular reasoning detection frameworks</li></ul>

<h2>Reproducibility</h2>

<p>All data is fully reproducible using the included generation script:<br><code>python data/generate_benchmark_data.py --validate</code></p>

<h2>Associated Software</h2>

<p>Framework implementation: <a href="https://github.com/hongping-zh/circular-bias-detection">https://github.com/hongping-zh/circular-bias-detection</a></p>

<h2>Documentation</h2><ul><li><strong>Data Dictionary</strong>: Comprehensive field specifications</li><li><strong>JSON Schema</strong>: Formal validation rules</li><li><strong>README</strong>: Usage examples and guidelines</li><li><strong>CHANGELOG</strong>: Version history and updates</li></ul>

<h2>Citation</h2><pre>Zhang, H. (2024). Algorithm Benchmark Suite v2.0 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17201032</pre>