Pith Number

pith:BDRD6JJR

pith:2023:BDRD6JJRZKNMKVS3CO3M3P5UWN

not attested not anchored not stored refs pending

Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation

Jin Li, Kleanthis Malialis, Marios M. Polycarpou

arxiv:2305.08977 v2 · 2023-05-15 · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BDRD6JJRZKNMKVS3CO3M3P5UWN}

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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

Improving Real-Time Concept Drift Detection using a Hybrid Transformer-Autoencoder Framework

Receipt and verification

First computed	2026-07-05T06:48:07.487268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08e23f2531ca9ac5565b13b6cdbfb4b374118890a0ffa00c02c0598675203668

Aliases

arxiv: 2305.08977 · arxiv_version: 2305.08977v2 · doi: 10.48550/arxiv.2305.08977 · pith_short_12: BDRD6JJRZKNM · pith_short_16: BDRD6JJRZKNMKVS3 · pith_short_8: BDRD6JJR

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/BDRD6JJRZKNMKVS3CO3M3P5UWN \
  | 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: 08e23f2531ca9ac5565b13b6cdbfb4b374118890a0ffa00c02c0598675203668

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10dfa913781db778ad9aeac04c2e695673bc3b39e7b9c7fa522d1d001ad25f54",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-15T19:40:04Z",
    "title_canon_sha256": "b48aac5c83660d6d2382cb40534aee90d9e42f123e7048a261f702082a897c89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.08977",
    "kind": "arxiv",
    "version": 2
  }
}