Pith. sign in
Pith Number

pith:VL2TQJ7O

pith:2021:VL2TQJ7OGL34ZDTPUOA4YFVAZP
not attested not anchored not stored refs pending

Deep Learning Approach for Aggressive Driving Behaviour Detection

Behrouz Far, Emad A. Mohammed, Farid Talebloo

arxiv:2111.04794 v1 · 2021-11-08 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VL2TQJ7OGL34ZDTPUOA4YFVAZP}

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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.
Receipt and verification
First computed 2026-07-05T03:30:18.463058Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

aaf53827ee32f7cc8e6fa381cc16a0cbe9f8be567e63cfaf379ac7eacb23c560

Aliases

arxiv: 2111.04794 · arxiv_version: 2111.04794v1 · doi: 10.48550/arxiv.2111.04794 · pith_short_12: VL2TQJ7OGL34 · pith_short_16: VL2TQJ7OGL34ZDTP · pith_short_8: VL2TQJ7O
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VL2TQJ7OGL34ZDTPUOA4YFVAZP \
  | 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: aaf53827ee32f7cc8e6fa381cc16a0cbe9f8be567e63cfaf379ac7eacb23c560
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "aebdd702f879b527da033935a671310e7b611eadf2b210ab3f338657e6e2c7c6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-08T20:06:16Z",
    "title_canon_sha256": "8ca68f51cef007f376bac07105caa11199723a4d89185d1c62a50237b99bcf19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.04794",
    "kind": "arxiv",
    "version": 1
  }
}