Pith Number

pith:CHUS5PKX

pith:2020:CHUS5PKX4QSGOFIMWVGIW4A55A

not attested not anchored not stored refs pending

Deep Q-Network-based Adaptive Alert Threshold Selection Policy for Payment Fraud Systems in Retail Banking

Eren Kurshan, Hongda Shen

arxiv:2010.11062 v1 · 2020-10-21 · cs.LG · 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{CHUS5PKX4QSGOFIMWVGIW4A55A}

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	2026-07-05T01:44:58.887469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11e92ebd57e42467150cb54c8b701de80a166ef15e5fd652d1930ee550efb17d

Aliases

arxiv: 2010.11062 · arxiv_version: 2010.11062v1 · doi: 10.48550/arxiv.2010.11062 · pith_short_12: CHUS5PKX4QSG · pith_short_16: CHUS5PKX4QSGOFIM · pith_short_8: CHUS5PKX

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/CHUS5PKX4QSGOFIMWVGIW4A55A \
  | 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: 11e92ebd57e42467150cb54c8b701de80a166ef15e5fd652d1930ee550efb17d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0b9f2172b286448e0e112ca74d556769615a18e3f0532c8358d62458a9b1fc1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-21T15:10:57Z",
    "title_canon_sha256": "54912b704dd7f50b215cfb4b50d34b5a4f8172367396939fa75d45bbc69e549c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.11062",
    "kind": "arxiv",
    "version": 1
  }
}