Pith Number

pith:5IAZHE7V

pith:2022:5IAZHE7VZMXXFQNJDQJPP7JU7L

not attested not anchored not stored refs pending

Evaluation of post-hoc interpretability methods in time-series classification

Christian Lovis, Gianmarco Mengaldo, Hugues Turb\'e, Mina Bjelogrlic

arxiv:2202.05656 v2 · 2022-02-11 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{5IAZHE7VZMXXFQNJDQJPP7JU7L}

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4 Citations open

5 Replications open

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The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

ST-Tree with Interpretability for Multivariate Time Series Classification

Receipt and verification

First computed	2026-07-05T09:45:04.974908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea019393f5cb2f72c1a91c12f7fd34fad99f64c4cfe588899f6a406ddb988a6b

Aliases

arxiv: 2202.05656 · arxiv_version: 2202.05656v2 · doi: 10.48550/arxiv.2202.05656 · pith_short_12: 5IAZHE7VZMXX · pith_short_16: 5IAZHE7VZMXXFQNJ · pith_short_8: 5IAZHE7V

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/5IAZHE7VZMXXFQNJDQJPP7JU7L \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: ea019393f5cb2f72c1a91c12f7fd34fad99f64c4cfe588899f6a406ddb988a6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "380fc99c458c824354fd6033d490d507f88cb802c64b5f49fe6a0a4e49d19906",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-11T14:55:56Z",
    "title_canon_sha256": "0716672f92518d31a101e606c82bf39c31faa34ad0fe6f435d31d25b25bbd541"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.05656",
    "kind": "arxiv",
    "version": 2
  }
}