Pith Number

pith:NHLEDHBM

pith:2018:NHLEDHBM54KNXO5RLQBTOY2IN4

not attested not anchored not stored refs pending

Using Deep Learning for price prediction by exploiting stationary limit order book features

Alexandros Iosifidis, Anastasios Tefas, Avraam Tsantekidis, Juho Kanniainen, Moncef Gabbouj, Nikolaos Passalis

arxiv:1810.09965 v1 · 2018-10-23 · cs.LG · q-fin.ST · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NHLEDHBM54KNXO5RLQBTOY2IN4}

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	2026-05-18T00:02:28.773858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69d6419c2cef14dbbbb15c033763486f215d8a286133302e6eb7593a9772f749

Aliases

arxiv: 1810.09965 · arxiv_version: 1810.09965v1 · doi: 10.48550/arxiv.1810.09965 · pith_short_12: NHLEDHBM54KN · pith_short_16: NHLEDHBM54KNXO5R · pith_short_8: NHLEDHBM

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/NHLEDHBM54KNXO5RLQBTOY2IN4 \
  | 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: 69d6419c2cef14dbbbb15c033763486f215d8a286133302e6eb7593a9772f749

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9d56e2d5b0bb1fc1a9be18e9556121237f9fbc97ecb988a7c86e94d7c258d19",
    "cross_cats_sorted": [
      "q-fin.ST",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-23T16:53:03Z",
    "title_canon_sha256": "57dfd7f2e3d19714c29f21cfe90399f1a9613a591abc79672c865baa8483ce40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.09965",
    "kind": "arxiv",
    "version": 1
  }
}