Pith Number

pith:7YC7S5JX

pith:2020:7YC7S5JXV36DKA5CNQMSKIU2HB

not attested not anchored not stored refs pending

An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks

Daniel A. Keim, Daniela Oelke, Mennatallah El-Assady, Udo Schlegel

arxiv:2012.04344 v1 · 2020-12-08 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{7YC7S5JXV36DKA5CNQMSKIU2HB}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

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

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems

Receipt and verification

First computed	2026-07-05T01:58:03.247909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe05f97537aefc3503a26c1925229a387eb69fca75de3ee7376eff7c15699865

Aliases

arxiv: 2012.04344 · arxiv_version: 2012.04344v1 · doi: 10.48550/arxiv.2012.04344 · pith_short_12: 7YC7S5JXV36D · pith_short_16: 7YC7S5JXV36DKA5C · pith_short_8: 7YC7S5JX

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/7YC7S5JXV36DKA5CNQMSKIU2HB \
  | 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: fe05f97537aefc3503a26c1925229a387eb69fca75de3ee7376eff7c15699865

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b0275aafa032e77b802712c85c9fb69113479caa5373a5f712b003af67632ea",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-08T10:33:57Z",
    "title_canon_sha256": "b80acf2b0dfb3777e770c866187af4d23a1642d7eb69a67c37265210bcb8b3d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.04344",
    "kind": "arxiv",
    "version": 1
  }
}