{"as_of":"2026-08-05T12:27:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:52e8910b65562e07d3688be509b10b0f2f4fb919c540999444c17fb01e0ed619","coverage":[{"denominator":24,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":24,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-08T11:41:01.345709Z","state":"measured"},{"denominator":24,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":24,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2604.22979/citation-record","integrity":"/paper/2604.22979/integrity","json":"/paper/2604.22979/citation-record.json","paper":"/paper/2604.22979"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Understanding and modeling of WiFi signal based human activity recognition","venue":null,"work_id":"1719c6f4-20e6-4632-8c89-c8b86cc149d1","year":2015},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:f76f1adb2e794f86ea48d2f152a15f363ab1abdae0248ea8d88e95df762e2587","observation_id":"a65199eb-f7a8-4188-a81a-4081b6b1c15f","resolution":{"observed_at":"2026-05-26T14:07:25.912701Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Widar3.0: Zero-effort cross-domain gesture recognition with wi-fi","venue":null,"work_id":"3714e11b-60e5-4d87-b2db-93f050503182","year":2022},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:f46653f1e64934fe3626fb05c9df841666c04fd05641111f1f071da14017d1b6","observation_id":"f9049c12-12a8-4723-a699-4887e19800ee","resolution":{"observed_at":"2026-05-26T14:07:25.856482Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Accurate passive radar via an uncertainty-aware fusion of wi- fi sensing data","venue":null,"work_id":"afb8b77c-a401-4a6d-b088-0aba1920a4f7","year":2023},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:483caeab0c2ef8a2f83d4818f62411dccdf8707aa8727567c4f625f2dee55c56","observation_id":"64d0fca4-c4a9-4e3d-9bc4-1b90ef2ce224","resolution":{"observed_at":"2026-05-26T14:07:25.955713Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Preliminary insights into resource-constrained neuro- symbolic causal complex event processing","venue":null,"work_id":"4015d5e8-e7c9-45ca-81cc-3666d8b0603c","year":2025},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:1bbbdc6ca062210ec0942475776582534ad8ddfdfb1ee4df4a0c8a5108ae5cd8","observation_id":"40b7cefe-e2c4-4e08-af0e-a3e59ab7c2f5","resolution":{"observed_at":"2026-05-26T14:07:25.952116Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Auto-encoding variational bayes","venue":null,"work_id":"99436e20-f42d-40ad-b15d-6e43cda590b1","year":2022},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:bba50ba5d6014648d9b4bfa5d7f4eeaa79c1c7d42197c16c6d6078f8a829fc27","observation_id":"63edfd53-6ddd-4dbc-be40-a1e7c69d1775","resolution":{"observed_at":"2026-05-26T14:07:25.948722Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Categorical reparameterization with gumbel-softmax","venue":null,"work_id":"5b949536-88f8-4117-89e0-d0d2f5a077a1","year":2017},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:9f4b4749815f794eb13b71f2b229ff457bd54db9fa95b6ec938704e49025239f","observation_id":"93be12b2-0e02-41d1-924c-b6b2e4625037","resolution":{"observed_at":"2026-05-26T14:07:25.916153Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The concrete distribution: A con- tinuous relaxation of discrete random variables","venue":null,"work_id":"846b5fc5-7c23-4251-9435-ff9af32a7bc4","year":2017},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:5260134542246d3c3a002ad1a367eba0f28826ca1d33e1d104e058e3d7507dbc","observation_id":"0d32408a-2eb4-45d4-8ce5-9474ae03b9bc","resolution":{"observed_at":"2026-05-26T14:07:25.945354Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"High-recall causal discovery for auto- correlated time series with latent confounders","venue":null,"work_id":"2c080beb-a9ce-4507-a01b-90f0acf811ed","year":2020},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:663ed735cbb9753ecfe1d5190eecb1cf1a6791469a05a68d3b200e60d8da928f","observation_id":"d513e231-a5c8-4e4d-ad72-a197f01c050d","resolution":{"observed_at":"2026-05-26T14:07:25.920042Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Detecting and quantifying causal associations in large nonlinear time series datasets","venue":null,"work_id":"3b5e5c3f-3c88-4b3d-8d1e-3e30d6b905f3","year":2019},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:4dd836cd091662aea03b18289f859613d30de8bf0b959e3d446c5ae3c5e599f0","observation_id":"bce182b1-c4a6-4fd2-bc9c-85d535fe608c","resolution":{"observed_at":"2026-05-26T14:07:25.849096Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The temporal logic of programs","venue":null,"work_id":"32be986d-0e30-43ca-a7fe-6f6bd67d241a","year":1977},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:7a4aa87571cfd83589a2998a7ae78fd015fc3a5e13d9e0eec8bf42c095a9ef1c","observation_id":"29f3f751-8d65-4417-9e5d-091212823900","resolution":{"observed_at":"2026-05-26T14:07:25.934553Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Baier and J.-P","venue":null,"work_id":"49ac9b2e-a6d1-4f1d-a5f8-a376c9ea75ad","year":2008},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:19fd183b9d0d601ef543bfacb99912a9c54d0705b4810a464595d4e1bd6962da","observation_id":"0d9e7513-7736-4361-8c4d-8facc2a4d102","resolution":{"observed_at":"2026-05-26T14:07:25.852879Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"DeepProbLog: Neural probabilistic logic programming","venue":null,"work_id":"d716b1d5-7c8f-4d96-b7b7-6c61d8a644fe","year":2018},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:50e43dad0ecac4d44879b297b08c976cd2efe29cb9ba8c411bc5851adb8b330b","observation_id":"8ab191f6-9a53-4981-9445-c8e7121b8f32","resolution":{"observed_at":"2026-05-26T14:07:25.863941Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Rule-based activity recognition framework: Challenges, technique and learning","venue":null,"work_id":"bc54928a-1dfd-476a-b4b9-59c6301bff7c","year":2009},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:9c557de43491412e5e804ac83691c5c1512f382e107fe5dfa05f064f92fffbfe","observation_id":"67e0610a-560d-4d46-aecc-ec95e7e3326a","resolution":{"observed_at":"2026-05-26T14:07:25.909293Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Arule-basedapproachtoactivityrecognition","venue":null,"work_id":"8dc93e8e-a002-4a6a-9fea-b9948fbcfce6","year":2011},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:2c623309b5f7e619085cb34b766c3429f23f5443108c914cbfd1a95034ee69e0","observation_id":"2a41bb26-5e90-4c1d-9f1b-5fcd74e5586c","resolution":{"observed_at":"2026-05-26T14:07:25.901757Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Explicative human activity recognition using adaptive association rule-based classification","venue":null,"work_id":"e0faf0d4-e22f-4e81-91a4-6591c930a8a8","year":2018},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:8baa89d82958375404453eed3b4f2098168de9f99b4c24a77eed7934c40bda2b","observation_id":"f7620f4b-0bb2-4b36-a3fc-258d0cb7f85d","resolution":{"observed_at":"2026-05-26T14:07:25.860128Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"722adbda-bece-4644-a5d2-62bc30a38a7b","year":2026},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:a37099525e3392030ebb5836087fe3035fe1ec0226acf779adde46673782ac93","observation_id":"480217cf-b9ed-456a-a539-88c5331f703a","resolution":{"observed_at":"2026-05-26T14:07:25.894232Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"SHARP: Environment and person independent activity recognition with commodity IEEE 802.11 access points","venue":null,"work_id":"a88b3c15-8374-4501-aa80-e398c5598bff","year":2023},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:3a065770168b73047ef03c06bc1645660635447d2920c1a7e4dded5d85a1410d","observation_id":"c3113cd2-e95f-46e2-9d0c-a5552962c75d","resolution":{"observed_at":"2026-05-26T14:07:25.927373Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"ReWiS: Reliable wi-fi sensing through few-shot multi-antenna multi-receiver CSI learning","venue":null,"work_id":"fbe6d74f-a160-4bc4-93c6-c7a9d5e1443e","year":2022},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:64f718bb6ee835a53412712fdd6ed523c93823c169cfad4854ac52964710bc43","observation_id":"1cca85dc-a911-42a9-b730-7803d7a3afed","resolution":{"observed_at":"2026-05-26T14:07:25.938410Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Human occupancy detection via passive cognitive radio","venue":null,"work_id":"685e512d-b724-4b29-8978-26f53eafc72f","year":2020},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:31afcbb8aadd3a4cb2992287d90cd92a21d6161bb363c2ebd12fefb3e2644388","observation_id":"1481c120-0818-4b4e-a8be-be524ec56c69","resolution":{"observed_at":"2026-05-26T14:07:25.959186Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Exposing the CSI: A systematic investigation of CSI-based wi-fi sensing capabilities and limi- tations","venue":null,"work_id":"e9f38c17-be71-42a7-887d-ed86ab5ee4fb","year":2023},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:c43c43211f39f0e920e8ec2671e43e9afd135ec43d9b120952a613e940a5c623","observation_id":"3efc8f35-8f7c-4c37-85a7-c5970c75ec88","resolution":{"observed_at":"2026-05-26T14:07:25.898142Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"AX-CSI: Enabling CSI extraction on commercial 802.11ax wi-fi platforms","venue":null,"work_id":"fe24ef6d-1158-41eb-834d-c639129363c7","year":2021},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:ff513356d763e9ac21cad579d618fb057b8277b955b7275a88eb95b845965b41","observation_id":"16eb5ef4-e5e5-444b-86ea-ecda4e152ff3","resolution":{"observed_at":"2026-05-26T14:07:25.923632Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"An algorithm for fast recovery of sparse causal graphs","venue":null,"work_id":"727f2b9f-9494-4abb-ba1c-e7a9532a0035","year":1991},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:2d89f1cb5c393623d0269313bb25a386fb41c7f3ffe0f34640206711816180ce","observation_id":"0e8687d0-5601-4f62-a09d-3b82c36d9a0e","resolution":{"observed_at":"2026-05-26T14:07:25.941732Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"A survey on behavior recognition using WiFi channel state information","venue":null,"work_id":"cd109a62-16fe-40dc-b84b-91bd4c35e534","year":2017},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:ea8c712e7372301e338bf5cb6cb3dd5658c10377d866afcaece727ad01183b0e","observation_id":"a7e38848-b6ec-40ff-92e6-5bc8e79a9d5a","resolution":{"observed_at":"2026-05-26T14:07:25.931207Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Beta-VAE: Learning basic visual concepts with a constrained variational framework","venue":null,"work_id":"fcf94dfd-4b5b-4111-ac1e-28f38e70c7c2","year":2017},"citing_paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-08T11:41:01.345709Z"},"links":{"citing_paper":"/paper/2604.22979"},"observation_digest":"sha256:b65dfdf76984655382d0abe029dbb885a45a01370196f80a8cbbd7b9246771fa","observation_id":"148db3d4-23c4-4801-8171-f69de3550406","resolution":{"observed_at":"2026-05-26T14:07:25.905584Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2604.22979","last_updated":"2026-04-24T19:45:49Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-07-06T23:09:14.698490Z","submitted_at":"2026-04-24T19:45:49Z","title":"Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction"},"reference_resolution":{"displayed":24,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":1,"verified_exact":0,"verified_fuzzy":23},"total_outbound_references":24},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 5 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2604.22979."}