{"about":{"non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","site":"https://codewithpapers.app","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page","syntology":{"site":"https://syntology.ai","developers":"https://syntology.ai/developers","mcp":{"server":"https://syntology.ai/mcp","transport":"streamable-http","server_card":"https://syntology.ai/.well-known/mcp/server-card.json","auth":{"type":"trial token, no account","trial_token":"https://syntology.ai/api/oauth/trial/token","method":"POST","docs":"https://syntology.ai/developers"}},"have":"https://syntology.ai/api/graph/have?x=<method, arXiv id or title> (free, answers coverage only)","paper_base":"https://syntology.ai/paper/","atlas_base":"https://app.syntology.ai/?focus="},"machine_readable":[{"url":"https://codewithpapers.app/llms.txt","what":"the machine catalog: every machine-readable file, counted"},{"url":"https://codewithpapers.app/index/manifest.json","what":"paper-to-code index by arXiv id, with Syntology's counts"},{"url":"https://codewithpapers.app/search/manifest.json","what":"site search index (titles, authors) and its files"},{"url":"https://codewithpapers.app/download","what":"bulk files: Syntology's layer, described there"},{"url":"https://codewithpapers.app/build_manifest.json","what":"the build record: inputs, counts, exclusions, probes"}]},"url":"/method/mts/papers/2","list_of":"/method/mts","method":"MTS","archive":{"snapshot":"2025-07-28"},"syntology_read_at":"2026-09-28T10:30:06+00:00","order":"archive","order_definition":"date (newest first), then slug","page":2,"pages_in_order":2,"rows_per_page":100,"rows":[101,107],"of":107,"counts":{"archive_papers_tagged":107,"with_a_code_link":37,"where_syntology_ran_a_sample":11,"not_listed_spam_title":0,"listed":107,"listed_where_code_ran":11,"where_syntology_ran_a_sample_split":{"with_a_run_with_no_instrument_failure":10,"every_run_a_failure_of_syntologys_instrument":1,"listed_with_a_run_with_no_instrument_failure":10,"listed_every_run_a_failure_of_syntologys_instrument":1,"filter":{"states":["a run with no instrument failure","any run, instrument failures included"],"default":"a run with no instrument failure","note":"on the 'only where code ran' pages the default hides, in the browser, the rows where every run was a failure of Syntology's instrument; the second state shows them again. Rows are hidden, never re-ordered; these twins list every row"}},"definition":"distinct papers the archive tags; 'where Syntology ran a sample' counts papers with at least one harvested sample that ran, which is not a correctness claim"},"first_page":"/method/mts","prev":"/method/mts","next":null,"papers":[{"paper":"/paper/pre-training-enhanced-spatial-temporal-graph","slug":"pre-training-enhanced-spatial-temporal-graph","title":"Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting","date":"2022-06-18","arxiv_id":"2206.09113","n_code_links":2,"syntology":null},{"paper":null,"slug":"lpc-ad-fast-and-accurate-multivariate-time","title":"LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via Latent Predictive Coding","date":"2022-05-05","arxiv_id":"2205.08362","n_code_links":0,"syntology":null},{"paper":null,"slug":"microtubule-organization-and-cell-geometry","title":"Microtubule organization and cell geometry","date":"2022-04-04","arxiv_id":"2204.01504","n_code_links":0,"syntology":null},{"paper":null,"slug":"enhancing-transformer-efficiency-for-1","title":"Enhancing Transformer Efficiency for Multivariate Time Series Classification","date":"2022-03-28","arxiv_id":"2203.14472","n_code_links":0,"syntology":null},{"paper":null,"slug":"cass-a-channel-aware-self-supervised","title":"CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification","date":"2022-03-08","arxiv_id":"2203.04298","n_code_links":0,"syntology":null},{"paper":null,"slug":"regularized-bilinear-discriminant-analysis","title":"Regularized Bilinear Discriminant Analysis for Multivariate Time Series Data","date":"2022-02-26","arxiv_id":"2202.13188","n_code_links":0,"syntology":null},{"paper":"/paper/matching-the-statements-a-simple-and-accurate","slug":"matching-the-statements-a-simple-and-accurate","title":"Matching The Statements: A Simple and Accurate Model for Key Point Analysis","date":"2021-11-01","arxiv_id":null,"n_code_links":1,"syntology":null}],"record_sha256":"5570bf824556ce9136e75a00acf1c38a4202e2c96f519fac59acce5c63b95c3f","record_changed_at":"2026-09-28","record_changed_at_basis":"first_hashed"}