Pith Number

pith:YQYVBSGM

pith:2024:YQYVBSGMCQMPFVNXAVPWLFNTYU

not attested not anchored not stored refs pending

F-SE-LSTM: A Time Series Anomaly Detection Method with Frequency Domain Information

Dong-Jie Liu, Guang-Gang Geng, Jian Chen, Xiao-Bo Jin, Yi-Xiang Lu

arxiv:2412.02474 v1 · 2024-12-03 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YQYVBSGMCQMPFVNXAVPWLFNTYU}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T09:43:50.454636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c43150c8cc1418f2d5b7055f6595b3c50e07c52eda7b34f83bfda8bd0e7c1f2c

Aliases

arxiv: 2412.02474 · arxiv_version: 2412.02474v1 · doi: 10.48550/arxiv.2412.02474 · pith_short_12: YQYVBSGMCQMP · pith_short_16: YQYVBSGMCQMPFVNX · pith_short_8: YQYVBSGM

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/YQYVBSGMCQMPFVNXAVPWLFNTYU \
  | 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: c43150c8cc1418f2d5b7055f6595b3c50e07c52eda7b34f83bfda8bd0e7c1f2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54afdc9f816c54d513fab1dc1926fe33a626a7abd78403078a22e2a4cc703330",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-03T14:36:24Z",
    "title_canon_sha256": "60134b2ca0ab4c793f9818a4e0be7c5131f893072baf1d130e84ac979c896bc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02474",
    "kind": "arxiv",
    "version": 1
  }
}