Pith Number

pith:ATAACLCF

pith:2021:ATAACLCFOELNJOHDJVWYV2TOMT

not attested not anchored not stored refs pending

Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

David Filliat, Javier Del Ser, Natalia D\'iaz-Rodr\'iguez, Rapha\"el Puget, Rodolphe Gelin, Thomas Rojat

arxiv:2104.00950 v1 · 2021-04-02 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ATAACLCFOELNJOHDJVWYV2TOMT}

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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

6 papers in Pith

INSIGHTS: Demonstration-Based Summaries of Time Series Predictors

On What We Can Learn from Low-Resolution Data

Reasoning-Aware Training for Time Series Forecasting

Temporal Functional Circuits: From Spline Plots to Faithful Explanations in KAN Forecasting

ProtoSSL: Interpretable Prototype Learning from Unlabeled Time-Series Data

Receipt and verification

First computed	2026-07-05T02:28:37.907156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04c0012c457116d4b8e34d6d8aea6e64c836a135490b40e410942c112b706f75

Aliases

arxiv: 2104.00950 · arxiv_version: 2104.00950v1 · doi: 10.48550/arxiv.2104.00950 · pith_short_12: ATAACLCFOELN · pith_short_16: ATAACLCFOELNJOHD · pith_short_8: ATAACLCF

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/ATAACLCFOELNJOHDJVWYV2TOMT \
  | 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: 04c0012c457116d4b8e34d6d8aea6e64c836a135490b40e410942c112b706f75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f366807b2eb03357689959491fe03c157bbed35100cf649c9a75f8b7c692735",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-02T09:14:00Z",
    "title_canon_sha256": "726cb3d1f6953c75f2fafe1316c4ed9d00b0b09cd5d7655529651677b71094fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.00950",
    "kind": "arxiv",
    "version": 1
  }
}